From 45cfa8aad912560bb2c5aeb3ee8de75c44d689a8 Mon Sep 17 00:00:00 2001
From: Andre da Silva <2917611+ndr-ds@users.noreply.github.com>
Date: Tue, 9 Sep 2025 02:13:38 -0300
Subject: [PATCH 1/5] eBPF Pyroscope (#4469)

## Motivation

We're adding Pyroscope support back, but using eBPF this time

## Proposal

* Add Pyroscope to our helm chart
* Add a Grafana dashboard with the profiling info

## Test Plan

Deployed a network and saw the Pyroscope profiling data both on the
Pyroscope UI and on Grafana, as well as logs from Pyroscope on Loki:

![Screenshot 2025-09-02 at
19.31.14.png](https://app.graphite.dev/user-attachments/assets/e02b7de5-3359-462c-8eec-f4ccf7b46456.png)

![Screenshot 2025-09-02 at
19.31.04.png](https://app.graphite.dev/user-attachments/assets/cbbd7e08-34c3-4152-bd77-68525734021a.png)

![Screenshot 2025-09-02 at
19.30.55.png](https://app.graphite.dev/user-attachments/assets/00435910-5842-4c09-b4aa-634c6e51eace.png)

## Release Plan

- Nothing to do / These changes follow the usual release cycle.
---
 kubernetes/linera-validator/Chart.lock        |   7 +-
 kubernetes/linera-validator/Chart.yaml        |   4 +
 .../charts/pyroscope-1.14.2.tgz               | Bin 0 -> 95725 bytes
 .../grafana-dashboards/profiling/cpu.json     | 432 ++++++++++++++++++
 .../grafana-pyroscope-dashboard-config.yaml   |  10 +
 5 files changed, 451 insertions(+), 2 deletions(-)
 create mode 100644 kubernetes/linera-validator/charts/pyroscope-1.14.2.tgz
 create mode 100644 kubernetes/linera-validator/grafana-dashboards/profiling/cpu.json
 create mode 100644 kubernetes/linera-validator/templates/grafana-pyroscope-dashboard-config.yaml

diff --git a/kubernetes/linera-validator/Chart.lock b/kubernetes/linera-validator/Chart.lock
index c4d2e00ef72c..f0f67683ccaa 100644
--- a/kubernetes/linera-validator/Chart.lock
+++ b/kubernetes/linera-validator/Chart.lock
@@ -5,5 +5,8 @@ dependencies:
 - name: loki-stack
   repository: https://grafana.github.io/helm-charts
   version: 2.8.9
-digest: sha256:da3a8808fb9479bdd183b307e70d7855794739cafc1796047bde8febc78d539c
-generated: "2023-11-30T17:19:14.544457977Z"
+- name: pyroscope
+  repository: https://grafana.github.io/helm-charts
+  version: 1.14.2
+digest: sha256:7fe611b57ddb6d72aa31bac87568fdb8e531e988e2ce4067b931d3026332f027
+generated: "2025-09-01T16:56:59.19795-03:00"
diff --git a/kubernetes/linera-validator/Chart.yaml b/kubernetes/linera-validator/Chart.yaml
index 9ad89e557b26..301d59f669c4 100644
--- a/kubernetes/linera-validator/Chart.yaml
+++ b/kubernetes/linera-validator/Chart.yaml
@@ -32,3 +32,7 @@ dependencies:
   - name: loki-stack
     version: "2.8.9"
     repository: "https://grafana.github.io/helm-charts"
+
+  - name: pyroscope
+    version: "1.14.2"
+    repository: "https://grafana.github.io/helm-charts"
diff --git a/kubernetes/linera-validator/charts/pyroscope-1.14.2.tgz b/kubernetes/linera-validator/charts/pyroscope-1.14.2.tgz
new file mode 100644
index 0000000000000000000000000000000000000000..7d2b8fa12c8e098bfb54697b44fc66ea0a913e33
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diff --git a/kubernetes/linera-validator/grafana-dashboards/profiling/cpu.json b/kubernetes/linera-validator/grafana-dashboards/profiling/cpu.json
new file mode 100644
index 000000000000..018ccd0442c2
--- /dev/null
+++ b/kubernetes/linera-validator/grafana-dashboards/profiling/cpu.json
@@ -0,0 +1,432 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": {
+          "type": "grafana",
+          "uid": "-- Grafana --"
+        },
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "type": "dashboard"
+      }
+    ]
+  },
+  "editable": true,
+  "fiscalYearStartMonth": 0,
+  "graphTooltip": 0,
+  "links": [],
+  "liveNow": false,
+  "panels": [
+    {
+      "datasource": {
+        "type": "grafana-pyroscope-datasource",
+        "uid": "P02E4190217B50628"
+      },
+      "gridPos": {
+        "h": 12,
+        "w": 24,
+        "x": 0,
+        "y": 0
+      },
+      "id": 1,
+      "targets": [
+        {
+          "datasource": {
+            "type": "grafana-pyroscope-datasource",
+            "uid": "P02E4190217B50628"
+          },
+          "groupBy": [],
+          "labelSelector": "{service_name=\"ebpf/default/proxy/\"}",
+          "profileTypeId": "process_cpu:cpu:nanoseconds:cpu:nanoseconds",
+          "queryType": "profile",
+          "refId": "A"
+        }
+      ],
+      "title": "CPU Profile Flamegraph - Proxies",
+      "type": "flamegraph"
+    },
+    {
+      "datasource": {
+        "type": "grafana-pyroscope-datasource",
+        "uid": "P02E4190217B50628"
+      },
+      "gridPos": {
+        "h": 12,
+        "w": 24,
+        "x": 0,
+        "y": 12
+      },
+      "id": 4,
+      "targets": [
+        {
+          "datasource": {
+            "type": "grafana-pyroscope-datasource",
+            "uid": "P02E4190217B50628"
+          },
+          "groupBy": [],
+          "labelSelector": "{service_name=\"ebpf/default/shards/\"}",
+          "profileTypeId": "process_cpu:cpu:nanoseconds:cpu:nanoseconds",
+          "queryType": "profile",
+          "refId": "A"
+        }
+      ],
+      "title": "CPU Profile Flamegraph - Shards",
+      "type": "flamegraph"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "prometheus"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 6,
+        "w": 12,
+        "x": 0,
+        "y": 24
+      },
+      "id": 2,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "${DS_PROMETHEUS}"
+          },
+          "editorMode": "code",
+          "expr": "rate(pyroscope_distributor_received_samples_count[5m])",
+          "legendFormat": "__auto",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Profile Ingestion Rate",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "prometheus"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          }
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 6,
+        "w": 12,
+        "x": 12,
+        "y": 24
+      },
+      "id": 3,
+      "options": {
+        "colorMode": "value",
+        "graphMode": "area",
+        "justifyMode": "auto",
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": [
+            "lastNotNull"
+          ],
+          "fields": "",
+          "values": false
+        },
+        "textMode": "auto"
+      },
+      "pluginVersion": "10.1.1",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "${DS_PROMETHEUS}"
+          },
+          "disableTextWrap": false,
+          "editorMode": "code",
+          "expr": "rate(pyroscope_distributor_received_decompressed_bytes_sum[5m])",
+          "fullMetaSearch": false,
+          "includeNullMetadata": true,
+          "legendFormat": "Bytes/sec",
+          "range": true,
+          "refId": "A",
+          "useBackend": false
+        }
+      ],
+      "title": "Profile Data Volume",
+      "type": "stat"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "prometheus"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "color": {
+            "mode": "palette-classic"
+          },
+          "custom": {
+            "axisCenteredZero": false,
+            "axisColorMode": "text",
+            "axisLabel": "",
+            "axisPlacement": "auto",
+            "barAlignment": 0,
+            "drawStyle": "line",
+            "fillOpacity": 0,
+            "gradientMode": "none",
+            "hideFrom": {
+              "legend": false,
+              "tooltip": false,
+              "viz": false
+            },
+            "insertNulls": false,
+            "lineInterpolation": "linear",
+            "lineWidth": 1,
+            "pointSize": 5,
+            "scaleDistribution": {
+              "type": "linear"
+            },
+            "showPoints": "auto",
+            "spanNulls": false,
+            "stacking": {
+              "group": "A",
+              "mode": "none"
+            },
+            "thresholdsStyle": {
+              "mode": "off"
+            }
+          },
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "red",
+                "value": 80
+              }
+            ]
+          },
+          "unit": "bytes"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 6,
+        "w": 12,
+        "x": 0,
+        "y": 30
+      },
+      "id": 5,
+      "options": {
+        "legend": {
+          "calcs": [],
+          "displayMode": "list",
+          "placement": "bottom",
+          "showLegend": true
+        },
+        "tooltip": {
+          "mode": "single",
+          "sort": "none"
+        }
+      },
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "${DS_PROMETHEUS}"
+          },
+          "editorMode": "code",
+          "expr": "pyroscope_distributor_received_compressed_bytes_sum - pyroscope_distributor_received_compressed_bytes_sum offset 1h",
+          "legendFormat": "Compressed Data (1h)",
+          "range": true,
+          "refId": "A"
+        },
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "${DS_PROMETHEUS}"
+          },
+          "editorMode": "code",
+          "expr": "pyroscope_distributor_received_decompressed_bytes_sum - pyroscope_distributor_received_decompressed_bytes_sum offset 1h",
+          "legendFormat": "Decompressed Data (1h)",
+          "range": true,
+          "refId": "B"
+        }
+      ],
+      "title": "Data Compression Efficiency",
+      "type": "timeseries"
+    },
+    {
+      "datasource": {
+        "type": "prometheus",
+        "uid": "prometheus"
+      },
+      "fieldConfig": {
+        "defaults": {
+          "mappings": [],
+          "thresholds": {
+            "mode": "absolute",
+            "steps": [
+              {
+                "color": "green",
+                "value": null
+              },
+              {
+                "color": "yellow",
+                "value": 1000
+              },
+              {
+                "color": "red",
+                "value": 5000
+              }
+            ]
+          },
+          "unit": "short"
+        },
+        "overrides": []
+      },
+      "gridPos": {
+        "h": 6,
+        "w": 12,
+        "x": 12,
+        "y": 30
+      },
+      "id": 6,
+      "options": {
+        "colorMode": "value",
+        "graphMode": "area",
+        "justifyMode": "auto",
+        "orientation": "auto",
+        "reduceOptions": {
+          "calcs": [
+            "lastNotNull"
+          ],
+          "fields": "",
+          "values": false
+        },
+        "textMode": "auto"
+      },
+      "pluginVersion": "10.1.1",
+      "targets": [
+        {
+          "datasource": {
+            "type": "prometheus",
+            "uid": "${DS_PROMETHEUS}"
+          },
+          "editorMode": "code",
+          "expr": "pyroscope_distributor_ingester_clients",
+          "range": true,
+          "refId": "A"
+        }
+      ],
+      "title": "Active Ingester Clients",
+      "type": "stat"
+    }
+  ],
+  "refresh": "30s",
+  "schemaVersion": 38,
+  "style": "dark",
+  "tags": [
+    "linera",
+    "profiling",
+    "cpu"
+  ],
+  "templating": {
+    "list": []
+  },
+  "time": {
+    "from": "now-1h",
+    "to": "now"
+  },
+  "timepicker": {},
+  "timezone": "browser",
+  "title": "CPU",
+  "uid": "ee74af8d-0448-45cd-bdbc-f9108b3378b7",
+  "version": 2,
+  "weekStart": ""
+}
diff --git a/kubernetes/linera-validator/templates/grafana-pyroscope-dashboard-config.yaml b/kubernetes/linera-validator/templates/grafana-pyroscope-dashboard-config.yaml
new file mode 100644
index 000000000000..254a6d080c9c
--- /dev/null
+++ b/kubernetes/linera-validator/templates/grafana-pyroscope-dashboard-config.yaml
@@ -0,0 +1,10 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: grafana-pyroscope-dashboard-config
+  labels:
+    grafana_dashboard: "1"
+  annotations:
+    grafana_folder: "Profiling"
+data:
+  cpu_profiling.json: {{ .Files.Get "grafana-dashboards/profiling/cpu.json" | quote }}
\ No newline at end of file

From e8ebcb84023a330aeb7be43b3096ee642aa41720 Mon Sep 17 00:00:00 2001
From: Andre da Silva <2917611+ndr-ds@users.noreply.github.com>
Date: Tue, 16 Sep 2025 16:00:44 -0300
Subject: [PATCH 2/5] Optimize RocksDB prefix searches (#4487)

## Motivation

Optimize RocksDB performance for prefix scans

## Proposal

Enhance the RocksDB backend with several performance optimizations:

- Add optimized `ReadOptions` for prefix scans with async I/O enabled
- Set precise upper bounds for iterators to minimize key traversal
- Improve iterator validity checking with a more robust loop structure
- Configure bloom filters for prefix iteration optimization
- Increase block size from 4KB to 32KB to reduce iterator seeks
- Set up prefix extraction for bloom filter optimization
- Enable memory-mapped files for faster reads
- Configure memtable bloom filters and other performance settings

## Test Plan

Tested this with the benchmarks, saw a performance improvement. Not a
step change improvement, but significant enough to warrant a PR

## Release Plan

Nothing to do / These changes follow the usual release cycle.

## Links

- [reviewer
checklist](https://github.com/linera-io/linera-protocol/blob/main/CONTRIBUTING.md#reviewer-checklist)
---
 linera-views/src/backends/rocks_db.rs | 72 +++++++++++++++++++--------
 1 file changed, 51 insertions(+), 21 deletions(-)

diff --git a/linera-views/src/backends/rocks_db.rs b/linera-views/src/backends/rocks_db.rs
index ce9ca3172549..1d3dfcd18c94 100644
--- a/linera-views/src/backends/rocks_db.rs
+++ b/linera-views/src/backends/rocks_db.rs
@@ -14,7 +14,7 @@ use std::{
 };
 
 use linera_base::ensure;
-use rocksdb::{BlockBasedOptions, Cache, DBCompactionStyle};
+use rocksdb::{BlockBasedOptions, Cache, DBCompactionStyle, SliceTransform};
 use serde::{Deserialize, Serialize};
 use sysinfo::{CpuRefreshKind, MemoryRefreshKind, RefreshKind, System};
 use tempfile::TempDir;
@@ -166,25 +166,38 @@ impl RocksDbStoreExecutor {
         Ok(entries.into_iter().collect::<Result<_, _>>()?)
     }
 
+    fn get_find_prefix_iterator(&self, prefix: &[u8]) -> rocksdb::DBRawIteratorWithThreadMode<DB> {
+        // Configure ReadOptions optimized for SSDs and iterator performance
+        let mut read_opts = rocksdb::ReadOptions::default();
+        // Enable async I/O for better concurrency
+        read_opts.set_async_io(true);
+
+        // Set precise upper bound to minimize key traversal
+        let upper_bound = get_upper_bound_option(prefix);
+        if let Some(upper_bound) = upper_bound {
+            read_opts.set_iterate_upper_bound(upper_bound);
+        }
+
+        let mut iter = self.db.raw_iterator_opt(read_opts);
+        iter.seek(prefix);
+        iter
+    }
+
     fn find_keys_by_prefix_internal(
         &self,
         key_prefix: Vec<u8>,
     ) -> Result<Vec<Vec<u8>>, RocksDbStoreInternalError> {
         check_key_size(&key_prefix)?;
+
         let mut prefix = self.start_key.clone();
         prefix.extend(key_prefix);
         let len = prefix.len();
-        let mut iter = self.db.raw_iterator();
+
+        let mut iter = self.get_find_prefix_iterator(&prefix);
         let mut keys = Vec::new();
-        iter.seek(&prefix);
-        let mut next_key = iter.key();
-        while let Some(key) = next_key {
-            if !key.starts_with(&prefix) {
-                break;
-            }
+        while let Some(key) = iter.key() {
             keys.push(key[len..].to_vec());
             iter.next();
-            next_key = iter.key();
         }
         Ok(keys)
     }
@@ -198,20 +211,13 @@ impl RocksDbStoreExecutor {
         let mut prefix = self.start_key.clone();
         prefix.extend(key_prefix);
         let len = prefix.len();
-        let mut iter = self.db.raw_iterator();
+
+        let mut iter = self.get_find_prefix_iterator(&prefix);
         let mut key_values = Vec::new();
-        iter.seek(&prefix);
-        let mut next_key = iter.key();
-        while let Some(key) = next_key {
-            if !key.starts_with(&prefix) {
-                break;
-            }
-            if let Some(value) = iter.value() {
-                let key_value = (key[len..].to_vec(), value.to_vec());
-                key_values.push(key_value);
-            }
+        while let Some((key, value)) = iter.item() {
+            let key_value = (key[len..].to_vec(), value.to_vec());
+            key_values.push(key_value);
             iter.next();
-            next_key = iter.key();
         }
         Ok(key_values)
     }
@@ -373,8 +379,32 @@ impl RocksDbStoreInternal {
             total_ram / 4,
             HYPER_CLOCK_CACHE_BLOCK_SIZE,
         ));
+
+        // Configure bloom filters for prefix iteration optimization
+        block_options.set_bloom_filter(10.0, false);
+        block_options.set_whole_key_filtering(false);
+
+        // 32KB blocks instead of default 4KB - reduces iterator seeks
+        block_options.set_block_size(32 * 1024);
+        // Use latest format for better compression and performance
+        block_options.set_format_version(5);
+
         options.set_block_based_table_factory(&block_options);
 
+        // Configure prefix extraction for bloom filter optimization
+        // Use 8 bytes: ROOT_KEY_DOMAIN (1 byte) + BCS variant (1-2 bytes) + identifier start (4-5 bytes)
+        let prefix_extractor = SliceTransform::create_fixed_prefix(8);
+        options.set_prefix_extractor(prefix_extractor);
+
+        // 12.5% of memtable size for bloom filter
+        options.set_memtable_prefix_bloom_ratio(0.125);
+        // Skip bloom filter for memtable when key exists
+        options.set_optimize_filters_for_hits(true);
+        // Use memory-mapped files for faster reads
+        options.set_allow_mmap_reads(true);
+        // Don't use random access pattern since we do prefix scans
+        options.set_advise_random_on_open(false);
+
         let db = DB::open(&options, path_buf)?;
         let executor = RocksDbStoreExecutor {
             db: Arc::new(db),

From bac34d980716a4cf21da3bbdb8030e5333d63972 Mon Sep 17 00:00:00 2001
From: Andre da Silva <2917611+ndr-ds@users.noreply.github.com>
Date: Tue, 16 Sep 2025 18:24:41 -0300
Subject: [PATCH 3/5] Add memory profiling dashboard (#4573)

## Motivation

If we want to keep the investigation centered on Grafana, it would be
useful to also have a memory profiling dashboard containing the
flamegraphs

## Proposal

Add a dashboard containing the memory profile flamegraphs to Grafana

## Test Plan

Will update with a screenshot

## Release Plan

- Nothing to do / These changes follow the usual release cycle.
---
 .../profiling/jemalloc-memory.json            | 146 ++++++++++++++++++
 .../grafana-pyroscope-dashboard-config.yaml   |   3 +-
 2 files changed, 148 insertions(+), 1 deletion(-)
 create mode 100644 kubernetes/linera-validator/grafana-dashboards/profiling/jemalloc-memory.json

diff --git a/kubernetes/linera-validator/grafana-dashboards/profiling/jemalloc-memory.json b/kubernetes/linera-validator/grafana-dashboards/profiling/jemalloc-memory.json
new file mode 100644
index 000000000000..c67f579228d0
--- /dev/null
+++ b/kubernetes/linera-validator/grafana-dashboards/profiling/jemalloc-memory.json
@@ -0,0 +1,146 @@
+{
+  "annotations": {
+    "list": [
+      {
+        "builtIn": 1,
+        "datasource": {
+          "type": "datasource",
+          "uid": "grafana"
+        },
+        "enable": true,
+        "hide": true,
+        "iconColor": "rgba(0, 211, 255, 1)",
+        "name": "Annotations & Alerts",
+        "type": "dashboard"
+      }
+    ]
+  },
+  "editable": true,
+  "fiscalYearStartMonth": 0,
+  "graphTooltip": 0,
+  "links": [],
+  "liveNow": false,
+  "panels": [
+    {
+      "datasource": {
+        "type": "grafana-pyroscope-datasource",
+        "uid": "P02E4190217B50628"
+      },
+      "gridPos": {
+        "h": 12,
+        "w": 24,
+        "x": 0,
+        "y": 0
+      },
+      "id": 1,
+      "options": {
+        "displayMode": "flamegraph"
+      },
+      "targets": [
+        {
+          "datasource": {
+            "type": "grafana-pyroscope-datasource",
+            "uid": "P02E4190217B50628"
+          },
+          "groupBy": [],
+          "labelSelector": "{service_name=\"memory/default/shards/\"}",
+          "profileTypeId": "memory:inuse_space:bytes:space:bytes",
+          "queryType": "profile",
+          "refId": "A"
+        }
+      ],
+      "title": "Memory Allocation Flamegraph - Server",
+      "type": "flamegraph"
+    },
+    {
+      "datasource": {
+        "type": "grafana-pyroscope-datasource",
+        "uid": "${datasource}"
+      },
+      "gridPos": {
+        "h": 12,
+        "w": 24,
+        "x": 0,
+        "y": 12
+      },
+      "id": 2,
+      "options": {
+        "displayMode": "flamegraph"
+      },
+      "targets": [
+        {
+          "datasource": {
+            "type": "grafana-pyroscope-datasource",
+            "uid": "${datasource}"
+          },
+          "groupBy": [],
+          "labelSelector": "{service_name=\"memory/default/proxy/\"}",
+          "profileTypeId": "memory:inuse_space:bytes:space:bytes",
+          "queryType": "profile",
+          "refId": "A"
+        }
+      ],
+      "title": "Memory Allocation Flamegraph - Proxy",
+      "type": "flamegraph"
+    }
+  ],
+  "refresh": "30s",
+  "schemaVersion": 38,
+  "style": "dark",
+  "tags": [
+    "linera",
+    "memory",
+    "profiling"
+  ],
+  "templating": {
+    "list": [
+      {
+        "current": {
+          "selected": false,
+          "text": "Pyroscope",
+          "value": "P02E4190217B50628"
+        },
+        "hide": 0,
+        "includeAll": false,
+        "label": "Pyroscope Datasource",
+        "multi": false,
+        "name": "datasource",
+        "options": [],
+        "query": "grafana-pyroscope-datasource",
+        "refresh": 1,
+        "regex": "",
+        "skipUrlSync": false,
+        "type": "datasource"
+      },
+      {
+        "current": {
+          "selected": false,
+          "text": "Prometheus",
+          "value": "prometheus"
+        },
+        "hide": 0,
+        "includeAll": false,
+        "label": "Prometheus Datasource",
+        "multi": false,
+        "name": "prometheus_datasource",
+        "options": [],
+        "query": "prometheus",
+        "queryValue": "",
+        "refresh": 1,
+        "regex": "",
+        "skipUrlSync": false,
+        "type": "datasource"
+      }
+    ]
+  },
+  "time": {
+    "from": "now-1h",
+    "to": "now"
+  },
+  "timepicker": {},
+  "timezone": "",
+  "title": "Memory",
+  "uid": "linera-memory-profiling",
+  "version": 1,
+  "weekStart": ""
+}
diff --git a/kubernetes/linera-validator/templates/grafana-pyroscope-dashboard-config.yaml b/kubernetes/linera-validator/templates/grafana-pyroscope-dashboard-config.yaml
index 254a6d080c9c..b553a4d713e3 100644
--- a/kubernetes/linera-validator/templates/grafana-pyroscope-dashboard-config.yaml
+++ b/kubernetes/linera-validator/templates/grafana-pyroscope-dashboard-config.yaml
@@ -7,4 +7,5 @@ metadata:
   annotations:
     grafana_folder: "Profiling"
 data:
-  cpu_profiling.json: {{ .Files.Get "grafana-dashboards/profiling/cpu.json" | quote }}
\ No newline at end of file
+  cpu_profiling.json: {{ .Files.Get "grafana-dashboards/profiling/cpu.json" | quote }}
+  memory_profiling.json: {{ .Files.Get "grafana-dashboards/profiling/jemalloc-memory.json" | quote }}
\ No newline at end of file

From 309828dc104a521aa2b7bfdd695dfdd02ea9b3e0 Mon Sep 17 00:00:00 2001
From: Andre da Silva <2917611+ndr-ds@users.noreply.github.com>
Date: Mon, 22 Sep 2025 11:28:22 -0300
Subject: [PATCH 4/5] Adding Tempo for distributed tracing (#4556)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Distributed tracing is a great way to debug different types of issues,
including for example latency issues. So this is something we definitely
want in general, and probably want by default in production as well.

Implement Distributed Tracing using Grafana Tempo. As it is a Grafana
product, it integrates well with it, which is great for us. The
visualizations also seem to be decent.

Deployed a network with this code and the `linera-infra` portion of
this, and everything works as expected, and I can see the latency
breakdowns (I got a really high latency outlier example):

![Screenshot 2025-09-16 at
13.48.59.png](https://app.graphite.dev/user-attachments/assets/98f49272-d04a-4b7e-aa83-c04f90ec7347.png)

I also chose this because it shows we might be waiting in the chain
worker channel's queue for a while here 🤔 which might be worth
investigating, which I'll do next.

- Nothing to do / These changes follow the usual release cycle.
---
 Cargo.lock                                | 159 ++++++++++++++++++++--
 Cargo.toml                                |   9 ++
 docker/Dockerfile                         |   2 +-
 kubernetes/linera-validator/helmfile.yaml |   7 +
 linera-base/Cargo.toml                    |  10 ++
 linera-base/src/tracing.rs                | 133 +++++++++++++++++-
 linera-service/src/proxy/main.rs          |  11 +-
 linera-service/src/server.rs              |   4 +-
 8 files changed, 311 insertions(+), 24 deletions(-)

diff --git a/Cargo.lock b/Cargo.lock
index 8eeb09ba1b5c..3c74d6f560d8 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -5191,6 +5191,9 @@ dependencies = [
  "linera-base",
  "linera-kywasmtime",
  "linera-witty",
+ "opentelemetry",
+ "opentelemetry-otlp",
+ "opentelemetry_sdk",
  "port-selector",
  "prometheus",
  "proptest",
@@ -5209,6 +5212,7 @@ dependencies = [
  "tokio-stream",
  "tokio-util",
  "tracing",
+ "tracing-opentelemetry",
  "tracing-subscriber 0.3.19",
  "tracing-web",
  "trait-variant",
@@ -5351,7 +5355,7 @@ dependencies = [
  "thiserror 1.0.69",
  "tokio",
  "tokio-stream",
- "tonic",
+ "tonic 0.12.3",
  "tracing",
  "tracing-subscriber 0.3.19",
  "trait-set",
@@ -5537,7 +5541,7 @@ dependencies = [
  "thiserror 1.0.69",
  "tokio",
  "tokio-stream",
- "tonic",
+ "tonic 0.12.3",
  "tonic-build",
  "tower-http 0.6.6",
  "tracing",
@@ -5690,7 +5694,7 @@ dependencies = [
  "thiserror 1.0.69",
  "tokio",
  "tokio-util",
- "tonic",
+ "tonic 0.12.3",
  "tonic-build",
  "tonic-health",
  "tonic-reflection",
@@ -5831,7 +5835,7 @@ dependencies = [
  "tokio-stream",
  "tokio-util",
  "toml",
- "tonic",
+ "tonic 0.12.3",
  "tonic-build",
  "tonic-health",
  "tonic-reflection",
@@ -5912,7 +5916,7 @@ dependencies = [
  "test-strategy",
  "thiserror 1.0.69",
  "tokio",
- "tonic",
+ "tonic 0.12.3",
  "tonic-build",
  "tracing",
  "tracing-subscriber 0.3.19",
@@ -6884,6 +6888,82 @@ dependencies = [
  "vcpkg",
 ]
 
+[[package]]
+name = "opentelemetry"
+version = "0.30.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "aaf416e4cb72756655126f7dd7bb0af49c674f4c1b9903e80c009e0c37e552e6"
+dependencies = [
+ "futures-core",
+ "futures-sink",
+ "js-sys",
+ "pin-project-lite",
+ "thiserror 2.0.14",
+ "tracing",
+]
+
+[[package]]
+name = "opentelemetry-http"
+version = "0.30.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "50f6639e842a97dbea8886e3439710ae463120091e2e064518ba8e716e6ac36d"
+dependencies = [
+ "async-trait",
+ "bytes",
+ "http 1.3.1",
+ "opentelemetry",
+ "reqwest 0.12.23",
+]
+
+[[package]]
+name = "opentelemetry-otlp"
+version = "0.30.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dbee664a43e07615731afc539ca60c6d9f1a9425e25ca09c57bc36c87c55852b"
+dependencies = [
+ "http 1.3.1",
+ "opentelemetry",
+ "opentelemetry-http",
+ "opentelemetry-proto",
+ "opentelemetry_sdk",
+ "prost",
+ "reqwest 0.12.23",
+ "thiserror 2.0.14",
+ "tokio",
+ "tonic 0.13.1",
+ "tracing",
+]
+
+[[package]]
+name = "opentelemetry-proto"
+version = "0.30.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2e046fd7660710fe5a05e8748e70d9058dc15c94ba914e7c4faa7c728f0e8ddc"
+dependencies = [
+ "opentelemetry",
+ "opentelemetry_sdk",
+ "prost",
+ "tonic 0.13.1",
+]
+
+[[package]]
+name = "opentelemetry_sdk"
+version = "0.30.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "11f644aa9e5e31d11896e024305d7e3c98a88884d9f8919dbf37a9991bc47a4b"
+dependencies = [
+ "futures-channel",
+ "futures-executor",
+ "futures-util",
+ "opentelemetry",
+ "percent-encoding",
+ "rand 0.9.2",
+ "serde_json",
+ "thiserror 2.0.14",
+ "tokio",
+ "tokio-stream",
+]
+
 [[package]]
 name = "option-ext"
 version = "0.2.0"
@@ -8035,7 +8115,9 @@ checksum = "d429f34c8092b2d42c7c93cec323bb4adeb7c67698f70839adec842ec10c7ceb"
 dependencies = [
  "base64 0.22.1",
  "bytes",
+ "futures-channel",
  "futures-core",
+ "futures-util",
  "http 1.3.1",
  "http-body 1.0.1",
  "http-body-util",
@@ -10276,6 +10358,34 @@ dependencies = [
  "webpki-roots 0.26.11",
 ]
 
+[[package]]
+name = "tonic"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7e581ba15a835f4d9ea06c55ab1bd4dce26fc53752c69a04aac00703bfb49ba9"
+dependencies = [
+ "async-trait",
+ "base64 0.22.1",
+ "bytes",
+ "http 1.3.1",
+ "http-body 1.0.1",
+ "http-body-util",
+ "hyper 1.6.0",
+ "hyper-timeout 0.5.2",
+ "hyper-util",
+ "percent-encoding",
+ "pin-project",
+ "prost",
+ "rustls-native-certs 0.8.1",
+ "tokio",
+ "tokio-rustls 0.26.2",
+ "tokio-stream",
+ "tower 0.5.2",
+ "tower-layer",
+ "tower-service",
+ "tracing",
+]
+
 [[package]]
 name = "tonic-build"
 version = "0.12.3"
@@ -10300,7 +10410,7 @@ dependencies = [
  "prost",
  "tokio",
  "tokio-stream",
- "tonic",
+ "tonic 0.12.3",
 ]
 
 [[package]]
@@ -10313,7 +10423,7 @@ dependencies = [
  "prost-types",
  "tokio",
  "tokio-stream",
- "tonic",
+ "tonic 0.12.3",
 ]
 
 [[package]]
@@ -10329,7 +10439,7 @@ dependencies = [
  "http-body-util",
  "pin-project",
  "tokio-stream",
- "tonic",
+ "tonic 0.12.3",
  "tower-http 0.5.2",
  "tower-layer",
  "tower-service",
@@ -10353,7 +10463,7 @@ dependencies = [
  "js-sys",
  "pin-project",
  "thiserror 1.0.69",
- "tonic",
+ "tonic 0.12.3",
  "tower-service",
  "wasm-bindgen",
  "wasm-bindgen-futures",
@@ -10389,7 +10499,9 @@ checksum = "d039ad9159c98b70ecfd540b2573b97f7f52c3e8d9f8ad57a24b916a536975f9"
 dependencies = [
  "futures-core",
  "futures-util",
+ "indexmap 2.10.0",
  "pin-project-lite",
+ "slab",
  "sync_wrapper 1.0.2",
  "tokio",
  "tokio-util",
@@ -10499,6 +10611,35 @@ dependencies = [
  "valuable",
 ]
 
+[[package]]
+name = "tracing-log"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ee855f1f400bd0e5c02d150ae5de3840039a3f54b025156404e34c23c03f47c3"
+dependencies = [
+ "log",
+ "once_cell",
+ "tracing-core",
+]
+
+[[package]]
+name = "tracing-opentelemetry"
+version = "0.31.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ddcf5959f39507d0d04d6413119c04f33b623f4f951ebcbdddddfad2d0623a9c"
+dependencies = [
+ "js-sys",
+ "once_cell",
+ "opentelemetry",
+ "opentelemetry_sdk",
+ "smallvec",
+ "tracing",
+ "tracing-core",
+ "tracing-log",
+ "tracing-subscriber 0.3.19",
+ "web-time",
+]
+
 [[package]]
 name = "tracing-serde"
 version = "0.2.0"
diff --git a/Cargo.toml b/Cargo.toml
index 7114f247f480..1df68522ad9c 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -157,6 +157,14 @@ num-format = "0.4.4"
 num-traits = "0.2.18"
 octocrab = "0.42.1"
 oneshot = "0.1.6"
+opentelemetry = { version = "0.30.0", features = ["trace"] }
+opentelemetry-http = "0.30.0"
+opentelemetry-otlp = { version = "0.30.0", features = [
+    "grpc-tonic",
+    "trace",
+    "tls-roots",
+] }
+opentelemetry_sdk = { version = "0.30.0", features = ["trace", "rt-tokio"] }
 papaya = "0.1.5"
 pathdiff = "0.2.1"
 port-selector = "0.1.6"
@@ -250,6 +258,7 @@ tonic-web-wasm-client = "0.6.0"
 tower = "0.4.13"
 tower-http = "0.6.6"
 tracing = { version = "0.1.40", features = ["release_max_level_debug"] }
+tracing-opentelemetry = "0.31.0"
 tracing-subscriber = { version = "0.3.18", default-features = false, features = [
     "env-filter",
 ] }
diff --git a/docker/Dockerfile b/docker/Dockerfile
index b233b01346c2..b479cf3cf5a7 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -25,7 +25,7 @@ ARG binaries=
 ARG copy=${binaries:+_copy}
 ARG build_flag=--release
 ARG build_folder=release
-ARG build_features=scylladb,metrics,memory-profiling
+ARG build_features=scylladb,metrics,memory-profiling,tempo
 ARG rustflags="-C force-frame-pointers=yes"
 
 FROM rust:1.74-slim-bookworm AS builder
diff --git a/kubernetes/linera-validator/helmfile.yaml b/kubernetes/linera-validator/helmfile.yaml
index beeb057951eb..83f8fa7620c7 100644
--- a/kubernetes/linera-validator/helmfile.yaml
+++ b/kubernetes/linera-validator/helmfile.yaml
@@ -154,3 +154,10 @@ releases:
     set:
       - name: crds.enabled
         value: "true"
+  - name: tempo
+    version: 1.23.3
+    namespace: tempo
+    chart: grafana/tempo
+    timeout: 900
+    values:
+      - {{ env "LINERA_HELMFILE_VALUES_LINERA_CORE" | default "values-local.yaml.gotmpl" }}
diff --git a/linera-base/Cargo.toml b/linera-base/Cargo.toml
index 3293bca140ee..dcdd9cd97088 100644
--- a/linera-base/Cargo.toml
+++ b/linera-base/Cargo.toml
@@ -18,6 +18,12 @@ workspace = true
 metrics = ["prometheus"]
 reqwest = ["dep:reqwest"]
 revm = []
+tempo = [
+    "opentelemetry",
+    "opentelemetry-otlp",
+    "opentelemetry_sdk",
+    "tracing-opentelemetry",
+]
 test = ["test-strategy", "proptest"]
 web = [
     "getrandom/js",
@@ -80,6 +86,10 @@ tracing-web = { optional = true, workspace = true }
 
 [target.'cfg(not(target_arch = "wasm32"))'.dependencies]
 chrono.workspace = true
+opentelemetry = { workspace = true, optional = true }
+opentelemetry-otlp = { workspace = true, optional = true }
+opentelemetry_sdk = { workspace = true, optional = true }
+tracing-opentelemetry = { workspace = true, optional = true }
 rand = { workspace = true, features = ["getrandom", "std", "std_rng"] }
 tokio = { workspace = true, features = [
     "process",
diff --git a/linera-base/src/tracing.rs b/linera-base/src/tracing.rs
index 25358caa7986..fb545dcfdd31 100644
--- a/linera-base/src/tracing.rs
+++ b/linera-base/src/tracing.rs
@@ -13,6 +13,7 @@ use std::{
 use is_terminal::IsTerminal as _;
 use tracing::Subscriber;
 use tracing_subscriber::{
+    filter::filter_fn,
     fmt::{
         self,
         format::{FmtSpan, Format, Full},
@@ -23,6 +24,16 @@ use tracing_subscriber::{
     registry::LookupSpan,
     util::SubscriberInitExt,
 };
+#[cfg(all(not(target_arch = "wasm32"), feature = "tempo"))]
+use {
+    opentelemetry::{global, trace::TracerProvider},
+    opentelemetry_otlp::{SpanExporter, WithExportConfig},
+    opentelemetry_sdk::{
+        trace::{self as sdktrace, SdkTracerProvider},
+        Resource,
+    },
+    tracing_opentelemetry::OpenTelemetryLayer,
+};
 
 /// Initializes tracing in a standard way.
 ///
@@ -34,6 +45,51 @@ use tracing_subscriber::{
 /// store log files. If it is set, a file named `log_name` with the `log` extension is
 /// created in the directory.
 pub fn init(log_name: &str) {
+    init_internal(log_name, false);
+}
+
+/// Initializes tracing with full OpenTelemetry support.
+///
+/// **IMPORTANT**: This function must be called from within a Tokio runtime context
+/// as it initializes OpenTelemetry background tasks for span batching and export.
+///
+/// This sets up complete tracing with OpenTelemetry integration, including the
+/// OpenTelemetry layer in the subscriber to export spans to Tempo.
+///
+/// ## Span Filtering for Performance
+///
+/// By default, spans created by `#[instrument]` are logged to console AND sent
+/// to OpenTelemetry. To disable console output for performance-critical functions
+/// while keeping OpenTelemetry tracing, use:
+///
+/// ```rust
+/// use tracing::instrument;
+///
+/// #[instrument(target = "telemetry_only")]
+/// fn my_performance_critical_function() {
+///     // This span will ONLY be sent to OpenTelemetry, not logged to console
+/// }
+/// ```
+///
+/// All explicit log calls (tracing::info!(), etc.) are always printed regardless
+/// of span filtering.
+pub async fn init_with_opentelemetry(log_name: &str) {
+    #[cfg(feature = "tempo")]
+    {
+        init_internal(log_name, true);
+    }
+
+    #[cfg(not(feature = "tempo"))]
+    {
+        tracing::warn!(
+            "OpenTelemetry initialization requested but 'tempo' feature is not enabled. \
+             Initializing standard tracing without OpenTelemetry support."
+        );
+        init_internal(log_name, false);
+    }
+}
+
+fn init_internal(log_name: &str, with_opentelemetry: bool) {
     let env_filter = tracing_subscriber::EnvFilter::builder()
         .with_default_directive(tracing_subscriber::filter::LevelFilter::INFO.into())
         .from_env_lossy();
@@ -43,17 +99,31 @@ pub fn init(log_name: &str) {
         .map_or(FmtSpan::NONE, |s| fmt_span_from_str(&s));
 
     let format = std::env::var("RUST_LOG_FORMAT").ok();
-
     let color_output =
         !std::env::var("NO_COLOR").is_ok_and(|x| !x.is_empty()) && std::io::stderr().is_terminal();
 
+    // Create a filter that:
+    // 1. Allows all explicit events (tracing::info!(), etc.)
+    // 2. Allows spans from #[instrument] by default
+    // 3. Blocks spans ONLY if they have target = "telemetry_only"
+    let console_filter = filter_fn(|metadata| {
+        if metadata.is_span() {
+            // Block spans that explicitly request telemetry-only via target = "telemetry_only"
+            metadata.target() != "telemetry_only"
+        } else {
+            // Always allow explicit log events (tracing::info!(), etc.)
+            true
+        }
+    });
+
     let stderr_layer = prepare_formatted_layer(
         format.as_deref(),
         fmt::layer()
             .with_span_events(span_events.clone())
             .with_writer(std::io::stderr)
             .with_ansi(color_output),
-    );
+    )
+    .with_filter(console_filter.clone());
 
     let maybe_log_file_layer = open_log_file(log_name).map(|file_writer| {
         prepare_formatted_layer(
@@ -63,13 +133,62 @@ pub fn init(log_name: &str) {
                 .with_writer(Arc::new(file_writer))
                 .with_ansi(false),
         )
+        .with_filter(console_filter.clone())
     });
 
-    tracing_subscriber::registry()
-        .with(env_filter)
-        .with(maybe_log_file_layer)
-        .with(stderr_layer)
-        .init();
+    #[cfg(any(target_arch = "wasm32", not(feature = "tempo")))]
+    {
+        let _ = with_opentelemetry;
+        tracing_subscriber::registry()
+            .with(env_filter)
+            .with(maybe_log_file_layer)
+            .with(stderr_layer)
+            .init();
+    }
+
+    #[cfg(all(not(target_arch = "wasm32"), feature = "tempo"))]
+    {
+        if with_opentelemetry {
+            // Initialize OpenTelemetry within async context
+            let otlp_endpoint = std::env::var("OTEL_EXPORTER_OTLP_ENDPOINT")
+                .unwrap_or_else(|_| "http://tempo.tempo.svc.cluster.local:4317".to_string());
+
+            let exporter = SpanExporter::builder()
+                .with_tonic()
+                .with_endpoint(otlp_endpoint)
+                .build()
+                .expect("Failed to create OTLP exporter");
+
+            let resource = Resource::builder()
+                .with_service_name(log_name.to_string())
+                .build();
+
+            let tracer_provider = SdkTracerProvider::builder()
+                .with_resource(resource)
+                .with_batch_exporter(exporter)
+                .with_sampler(sdktrace::Sampler::AlwaysOn)
+                .build();
+
+            // Set the global tracer provider
+            global::set_tracer_provider(tracer_provider.clone());
+
+            let tracer = tracer_provider.tracer("linera");
+            let opentelemetry_layer = OpenTelemetryLayer::new(tracer);
+
+            tracing_subscriber::registry()
+                .with(env_filter)
+                .with(maybe_log_file_layer)
+                .with(stderr_layer)
+                .with(opentelemetry_layer)
+                .init();
+        } else {
+            tracing_subscriber::registry()
+                .with(env_filter)
+                .with(maybe_log_file_layer)
+                .with(stderr_layer)
+                .init();
+        }
+    }
 }
 
 /// Opens a log file for writing.
diff --git a/linera-service/src/proxy/main.rs b/linera-service/src/proxy/main.rs
index 825bfebcd956..0c0a54148068 100644
--- a/linera-service/src/proxy/main.rs
+++ b/linera-service/src/proxy/main.rs
@@ -459,11 +459,6 @@ where
 
 fn main() -> Result<()> {
     let options = <ProxyOptions as clap::Parser>::parse();
-    let server_config: ValidatorServerConfig =
-        util::read_json(&options.config_path).expect("Fail to read server config");
-    let public_key = &server_config.validator.public_key;
-
-    linera_base::tracing::init(&format!("validator-{public_key}-proxy"));
 
     let mut runtime = if options.tokio_threads == Some(1) {
         tokio::runtime::Builder::new_current_thread()
@@ -486,6 +481,12 @@ fn main() -> Result<()> {
 
 impl ProxyOptions {
     async fn run(&self) -> Result<()> {
+        let server_config: ValidatorServerConfig =
+            util::read_json(&self.config_path).expect("Fail to read server config");
+        let public_key = &server_config.validator.public_key;
+        linera_base::tracing::init_with_opentelemetry(&format!("validator-{public_key}-proxy"))
+            .await;
+
         let store_config = self
             .storage_config
             .add_common_storage_options(&self.common_storage_options)?;
diff --git a/linera-service/src/server.rs b/linera-service/src/server.rs
index fbccf7683aa5..f7641883bd42 100644
--- a/linera-service/src/server.rs
+++ b/linera-service/src/server.rs
@@ -432,8 +432,6 @@ enum ServerCommand {
 fn main() {
     let options = <ServerOptions as clap::Parser>::parse();
 
-    linera_base::tracing::init(&log_file_name_for(&options.command));
-
     let mut runtime = if options.tokio_threads == Some(1) {
         tokio::runtime::Builder::new_current_thread()
     } else {
@@ -481,6 +479,8 @@ fn log_file_name_for(command: &ServerCommand) -> Cow<'static, str> {
 }
 
 async fn run(options: ServerOptions) {
+    linera_base::tracing::init_with_opentelemetry(&log_file_name_for(&options.command)).await;
+
     match options.command {
         ServerCommand::Run {
             server_config_path,

From 84aecfb2880200e441311ff8d1f23f817b7892b2 Mon Sep 17 00:00:00 2001
From: Andre da Silva <2917611+ndr-ds@users.noreply.github.com>
Date: Mon, 22 Sep 2025 16:58:42 -0300
Subject: [PATCH 5/5] Add more instrumentation (#4555)

Now that we have distributed tracing (after
https://github.com/linera-io/linera-protocol/pull/4556), we need more
instrumentation so we have data about more functions in the breakdowns.

Instrument more functions with `telemetry_only` so that we don't get
spammed in our logs, but the spans still get sent to Tempo.

Tested this with https://github.com/linera-io/linera-protocol/pull/4556,
saw the spans properly show in the breakdowns.

- Nothing to do / These changes follow the usual release cycle.
---
 Cargo.lock                            |   1 +
 examples/Cargo.lock                   |   1 +
 linera-base/src/tracing.rs            |  63 +++++++------
 linera-chain/src/chain.rs             |  53 +++++++++++
 linera-core/src/chain_worker/actor.rs |   9 +-
 linera-core/src/chain_worker/state.rs |  97 +++++++++++++++++++-
 linera-core/src/worker.rs             |  72 ++++++++++++---
 linera-service/src/proxy/grpc.rs      | 123 ++++++++++++++++++++++----
 linera-storage/Cargo.toml             |   1 +
 linera-storage/src/db_storage.rs      |   8 ++
 10 files changed, 365 insertions(+), 63 deletions(-)

diff --git a/Cargo.lock b/Cargo.lock
index 3c74d6f560d8..b7d8d9bb3f21 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -5891,6 +5891,7 @@ dependencies = [
  "papaya",
  "prometheus",
  "serde",
+ "tracing",
 ]
 
 [[package]]
diff --git a/examples/Cargo.lock b/examples/Cargo.lock
index 09c86cf1e7a4..9e141c6907f8 100644
--- a/examples/Cargo.lock
+++ b/examples/Cargo.lock
@@ -3901,6 +3901,7 @@ dependencies = [
  "papaya",
  "prometheus",
  "serde",
+ "tracing",
 ]
 
 [[package]]
diff --git a/linera-base/src/tracing.rs b/linera-base/src/tracing.rs
index fb545dcfdd31..09811bb0f8eb 100644
--- a/linera-base/src/tracing.rs
+++ b/linera-base/src/tracing.rs
@@ -12,8 +12,9 @@ use std::{
 
 use is_terminal::IsTerminal as _;
 use tracing::Subscriber;
+#[cfg(all(not(target_arch = "wasm32"), feature = "tempo"))]
+use tracing_subscriber::filter::{filter_fn, FilterExt as _};
 use tracing_subscriber::{
-    filter::filter_fn,
     fmt::{
         self,
         format::{FmtSpan, Format, Full},
@@ -59,20 +60,33 @@ pub fn init(log_name: &str) {
 /// ## Span Filtering for Performance
 ///
 /// By default, spans created by `#[instrument]` are logged to console AND sent
-/// to OpenTelemetry. To disable console output for performance-critical functions
-/// while keeping OpenTelemetry tracing, use:
+/// to OpenTelemetry. In order to not spam stderr, you can set a low level, and use the
+/// `telemetry_only` target:
 ///
 /// ```rust
-/// use tracing::instrument;
+/// use tracing::{instrument, Level};
+///
+/// // Always sent to telemetry; console output controlled by level
+/// #[instrument(level = "trace", target = "telemetry_only")]
+/// fn my_called_too_frequently_function() {
+///     // Will be sent to OpenTelemetry regardless of RUST_LOG level
+///     // Will only appear in console if RUST_LOG includes trace level
+/// }
 ///
-/// #[instrument(target = "telemetry_only")]
-/// fn my_performance_critical_function() {
-///     // This span will ONLY be sent to OpenTelemetry, not logged to console
+/// // Higher level - more likely to appear in console
+/// #[instrument(level = "info", target = "telemetry_only")]
+/// fn my_important_function() {
+///     // Will be sent to OpenTelemetry regardless of RUST_LOG level
+///     // Will appear in console if RUST_LOG includes info level or higher
 /// }
 /// ```
 ///
-/// All explicit log calls (tracing::info!(), etc.) are always printed regardless
-/// of span filtering.
+/// **Key behaviors:**
+/// - If span level >= RUST_LOG level: span goes to BOTH telemetry AND console (regardless of target)
+/// - If span level < RUST_LOG level AND target = "telemetry_only": span goes to telemetry ONLY
+/// - If span level < RUST_LOG level AND target != "telemetry_only": span is filtered out completely
+/// - Default level for `telemetry_only` should be `trace` for minimal console noise
+/// - All explicit log calls (tracing::info!(), etc.) are always printed regardless of span filtering
 pub async fn init_with_opentelemetry(log_name: &str) {
     #[cfg(feature = "tempo")]
     {
@@ -102,28 +116,13 @@ fn init_internal(log_name: &str, with_opentelemetry: bool) {
     let color_output =
         !std::env::var("NO_COLOR").is_ok_and(|x| !x.is_empty()) && std::io::stderr().is_terminal();
 
-    // Create a filter that:
-    // 1. Allows all explicit events (tracing::info!(), etc.)
-    // 2. Allows spans from #[instrument] by default
-    // 3. Blocks spans ONLY if they have target = "telemetry_only"
-    let console_filter = filter_fn(|metadata| {
-        if metadata.is_span() {
-            // Block spans that explicitly request telemetry-only via target = "telemetry_only"
-            metadata.target() != "telemetry_only"
-        } else {
-            // Always allow explicit log events (tracing::info!(), etc.)
-            true
-        }
-    });
-
     let stderr_layer = prepare_formatted_layer(
         format.as_deref(),
         fmt::layer()
             .with_span_events(span_events.clone())
             .with_writer(std::io::stderr)
             .with_ansi(color_output),
-    )
-    .with_filter(console_filter.clone());
+    );
 
     let maybe_log_file_layer = open_log_file(log_name).map(|file_writer| {
         prepare_formatted_layer(
@@ -133,7 +132,6 @@ fn init_internal(log_name: &str, with_opentelemetry: bool) {
                 .with_writer(Arc::new(file_writer))
                 .with_ansi(false),
         )
-        .with_filter(console_filter.clone())
     });
 
     #[cfg(any(target_arch = "wasm32", not(feature = "tempo")))]
@@ -173,7 +171,18 @@ fn init_internal(log_name: &str, with_opentelemetry: bool) {
             global::set_tracer_provider(tracer_provider.clone());
 
             let tracer = tracer_provider.tracer("linera");
-            let opentelemetry_layer = OpenTelemetryLayer::new(tracer);
+
+            let telemetry_only_filter =
+                filter_fn(|metadata| metadata.is_span() && metadata.target() == "telemetry_only");
+
+            let otel_env_filter = tracing_subscriber::EnvFilter::builder()
+                .with_default_directive(tracing_subscriber::filter::LevelFilter::INFO.into())
+                .from_env_lossy();
+
+            let opentelemetry_filter = otel_env_filter.or(telemetry_only_filter);
+
+            let opentelemetry_layer =
+                OpenTelemetryLayer::new(tracer).with_filter(opentelemetry_filter);
 
             tracing_subscriber::registry()
                 .with(env_filter)
diff --git a/linera-chain/src/chain.rs b/linera-chain/src/chain.rs
index a644e13cb73a..ca56d67924a3 100644
--- a/linera-chain/src/chain.rs
+++ b/linera-chain/src/chain.rs
@@ -35,6 +35,7 @@ use linera_views::{
     views::{ClonableView, CryptoHashView, RootView, View},
 };
 use serde::{Deserialize, Serialize};
+use tracing::instrument;
 
 use crate::{
     block::{Block, ConfirmedBlock},
@@ -388,6 +389,9 @@ where
         self.context().extra().chain_id()
     }
 
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+    ))]
     pub async fn query_application(
         &mut self,
         local_time: Timestamp,
@@ -405,6 +409,10 @@ where
             .with_execution_context(ChainExecutionContext::Query)
     }
 
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        application_id = %application_id
+    ))]
     pub async fn describe_application(
         &mut self,
         application_id: ApplicationId,
@@ -416,6 +424,11 @@ where
             .with_execution_context(ChainExecutionContext::DescribeApplication)
     }
 
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        target = %target,
+        height = %height
+    ))]
     pub async fn mark_messages_as_received(
         &mut self,
         target: &ChainId,
@@ -503,6 +516,9 @@ where
 
     /// Verifies that this chain is up-to-date and all the messages executed ahead of time
     /// have been properly received by now.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id()
+    ))]
     pub async fn validate_incoming_bundles(&self) -> Result<(), ChainError> {
         let chain_id = self.chain_id();
         let pairs = self.inboxes.try_load_all_entries().await?;
@@ -564,6 +580,11 @@ where
     /// round timeouts.
     ///
     /// Returns `true` if incoming `Subscribe` messages created new outbox entries.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        origin = %origin,
+        bundle_height = %bundle.height
+    ))]
     pub async fn receive_message_bundle(
         &mut self,
         origin: &ChainId,
@@ -658,6 +679,9 @@ where
     }
 
     /// Removes the incoming message bundles in the block from the inboxes.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+    ))]
     pub async fn remove_bundles_from_inboxes(
         &mut self,
         timestamp: Timestamp,
@@ -747,6 +771,10 @@ where
 
     /// Executes a block: first the incoming messages, then the main operation.
     /// Does not update chain state other than the execution state.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %block.chain_id,
+        block_height = %block.height
+    ))]
     #[expect(clippy::too_many_arguments)]
     async fn execute_block_inner(
         chain: &mut ExecutionStateView<C>,
@@ -856,6 +884,10 @@ where
 
     /// Executes a block: first the incoming messages, then the main operation.
     /// Does not update chain state other than the execution state.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        block_height = %block.height
+    ))]
     pub async fn execute_block(
         &mut self,
         block: &ProposedBlock,
@@ -915,6 +947,11 @@ where
 
     /// Applies an execution outcome to the chain, updating the outboxes, state hash and chain
     /// manager. This does not touch the execution state itself, which must be updated separately.
+    /// Returns the set of event streams that were updated as a result of applying the block.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        block_height = %block.inner().inner().header.height
+    ))]
     pub async fn apply_confirmed_block(
         &mut self,
         block: &ConfirmedBlock,
@@ -947,6 +984,10 @@ where
     }
 
     /// Adds a block to `preprocessed_blocks`, and updates the outboxes where possible.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        block_height = %block.inner().inner().header.height
+    ))]
     pub async fn preprocess_block(&mut self, block: &ConfirmedBlock) -> Result<(), ChainError> {
         let hash = block.inner().hash();
         let block = block.inner().inner();
@@ -969,6 +1010,10 @@ where
     }
 
     /// Verifies that the block is valid according to the chain's application permission settings.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        block_height = %block.height,
+        num_transactions = %block.transactions.len()
+    ))]
     fn check_app_permissions(
         app_permissions: &ApplicationPermissions,
         block: &ProposedBlock,
@@ -1011,6 +1056,10 @@ where
     }
 
     /// Returns the hashes of all blocks we have in the given range.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        next_block_height = %self.tip_state.get().next_block_height
+    ))]
     pub async fn block_hashes(
         &self,
         range: impl RangeBounds<BlockHeight>,
@@ -1056,6 +1105,10 @@ where
     /// Updates the outboxes with the messages sent in the block.
     ///
     /// Returns the set of all recipients.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        block_height = %block.header.height
+    ))]
     async fn process_outgoing_messages(
         &mut self,
         block: &Block,
diff --git a/linera-core/src/chain_worker/actor.rs b/linera-core/src/chain_worker/actor.rs
index 83c196954021..0170aabe6abb 100644
--- a/linera-core/src/chain_worker/actor.rs
+++ b/linera-core/src/chain_worker/actor.rs
@@ -244,7 +244,7 @@ where
     /// Runs the worker until there are no more incoming requests.
     #[instrument(
         skip_all,
-        fields(chain_id = format!("{:.8}", self.chain_id)),
+        fields(chain_id = format!("{:.8}", self.chain_id), long_lived_services = %self.config.long_lived_services),
     )]
     async fn handle_requests(
         self,
@@ -276,9 +276,12 @@ where
                 self.chain_id,
                 service_runtime_endpoint,
             )
+            .instrument(span.clone())
             .await?;
 
-            Box::pin(worker.handle_request(request).instrument(span)).await;
+            Box::pin(worker.handle_request(request))
+                .instrument(span)
+                .await;
 
             loop {
                 futures::select! {
@@ -287,7 +290,7 @@ where
                         let Some((request, span)) = maybe_request else {
                             break; // Request sender was dropped.
                         };
-                        Box::pin(worker.handle_request(request).instrument(span)).await;
+                        Box::pin(worker.handle_request(request)).instrument(span).await;
                     }
                 }
             }
diff --git a/linera-core/src/chain_worker/state.rs b/linera-core/src/chain_worker/state.rs
index 0d0ba688011f..36a18ade8fd7 100644
--- a/linera-core/src/chain_worker/state.rs
+++ b/linera-core/src/chain_worker/state.rs
@@ -70,6 +70,9 @@ where
     StorageClient: Storage + Clone + Send + Sync + 'static,
 {
     /// Creates a new [`ChainWorkerState`] using the provided `storage` client.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %chain_id
+    ))]
     #[expect(clippy::too_many_arguments)]
     pub async fn load(
         config: ChainWorkerConfig,
@@ -103,7 +106,7 @@ where
     }
 
     /// Handles a request and applies it to the chain state.
-    #[instrument(skip_all)]
+    #[instrument(skip_all, fields(chain_id = %self.chain_id()))]
     pub async fn handle_request(&mut self, request: ChainWorkerRequest<StorageClient::Context>) {
         tracing::trace!("Handling chain worker request: {request:?}");
         // TODO(#2237): Spawn concurrent tasks for read-only operations
@@ -264,6 +267,10 @@ where
     }
 
     /// Returns the requested blob, if it belongs to the current locking block or pending proposal.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        blob_id = %blob_id
+    ))]
     pub(super) async fn download_pending_blob(&self, blob_id: BlobId) -> Result<Blob, WorkerError> {
         if let Some(blob) = self.chain.manager.pending_blob(&blob_id).await? {
             return Ok(blob);
@@ -274,6 +281,9 @@ where
 
     /// Reads the blobs from the chain manager or from storage. Returns an error if any are
     /// missing.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id()
+    ))]
     async fn get_required_blobs(
         &self,
         required_blob_ids: impl IntoIterator<Item = BlobId>,
@@ -294,6 +304,9 @@ where
     }
 
     /// Tries to read the blobs from the chain manager or storage. Returns `None` if not found.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id()
+    ))]
     async fn maybe_get_required_blobs(
         &self,
         blob_ids: impl IntoIterator<Item = BlobId>,
@@ -362,6 +375,9 @@ where
     }
 
     /// Loads pending cross-chain requests, and adds `NewRound` notifications where appropriate.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id()
+    ))]
     async fn create_network_actions(
         &self,
         old_round: Option<Round>,
@@ -399,6 +415,10 @@ where
         })
     }
 
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        num_recipients = %heights_by_recipient.len()
+    ))]
     async fn create_cross_chain_requests(
         &self,
         heights_by_recipient: BTreeMap<ChainId, Vec<BlockHeight>>,
@@ -470,6 +490,10 @@ where
 
     /// Returns true if there are no more outgoing messages in flight up to the given
     /// block height.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        height = %height
+    ))]
     pub async fn all_messages_to_tracked_chains_delivered_up_to(
         &self,
         height: BlockHeight,
@@ -496,6 +520,10 @@ where
     }
 
     /// Processes a leader timeout issued for this multi-owner chain.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        height = %certificate.inner().height()
+    ))]
     pub(super) async fn process_timeout(
         &mut self,
         certificate: TimeoutCertificate,
@@ -534,6 +562,10 @@ where
     ///
     /// If they cannot be found, it creates an entry in `pending_proposed_blobs` so they can be
     /// submitted one by one.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        block_height = %proposal.content.block.height
+    ))]
     pub(super) async fn load_proposal_blobs(
         &mut self,
         proposal: &BlockProposal,
@@ -578,6 +610,10 @@ where
     }
 
     /// Processes a validated block issued for this multi-owner chain.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        block_height = %certificate.block().header.height
+    ))]
     pub(super) async fn process_validated_block(
         &mut self,
         certificate: ValidatedBlockCertificate,
@@ -635,6 +671,11 @@ where
     }
 
     /// Processes a confirmed block (aka a commit).
+    #[instrument(skip_all, fields(
+        chain_id = %certificate.block().header.chain_id,
+        height = %certificate.block().header.height,
+        block_hash = %certificate.hash(),
+    ))]
     pub(super) async fn process_confirmed_block(
         &mut self,
         certificate: ConfirmedBlockCertificate,
@@ -802,6 +843,7 @@ where
                 computed: Box::new(verified_outcome),
             }
         );
+
         // Update the rest of the chain state.
         chain
             .apply_confirmed_block(certificate.value(), local_time)
@@ -866,7 +908,7 @@ where
     }
 
     /// Updates the chain's inboxes, receiving messages from a cross-chain update.
-    #[instrument(level = "trace", skip(self, bundles))]
+    #[instrument(level = "trace", target = "telemetry_only", skip(self, bundles))]
     pub(super) async fn process_cross_chain_update(
         &mut self,
         origin: ChainId,
@@ -915,6 +957,11 @@ where
     }
 
     /// Handles the cross-chain request confirming that the recipient was updated.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        recipient = %recipient,
+        latest_height = %latest_height
+    ))]
     pub(super) async fn confirm_updated_recipient(
         &mut self,
         recipient: ChainId,
@@ -937,6 +984,10 @@ where
         Ok(())
     }
 
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        num_trackers = %new_trackers.len()
+    ))]
     pub async fn update_received_certificate_trackers(
         &mut self,
         new_trackers: BTreeMap<ValidatorPublicKey, u64>,
@@ -948,6 +999,11 @@ where
     }
 
     /// Attempts to vote for a leader timeout, if possible.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        height = %height,
+        round = %round
+    ))]
     pub(super) async fn vote_for_leader_timeout(
         &mut self,
         height: BlockHeight,
@@ -975,6 +1031,9 @@ where
     }
 
     /// Votes for falling back to a public chain.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id()
+    ))]
     pub(super) async fn vote_for_fallback(&mut self) -> Result<(), WorkerError> {
         let chain = &mut self.chain;
         if let (epoch, Some(entry)) = (
@@ -997,6 +1056,10 @@ where
         Ok(())
     }
 
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        blob_id = %blob.id()
+    ))]
     pub(super) async fn handle_pending_blob(
         &mut self,
         blob: Blob,
@@ -1033,6 +1096,10 @@ where
 
     /// Returns a stored [`Certificate`] for the chain's block at the requested [`BlockHeight`].
     #[cfg(with_testing)]
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        height = %height
+    ))]
     pub(super) async fn read_certificate(
         &mut self,
         height: BlockHeight,
@@ -1051,6 +1118,10 @@ where
     }
 
     /// Queries an application's state on the chain.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        query_application_id = %query.application_id()
+    ))]
     pub(super) async fn query_application(
         &mut self,
         query: Query,
@@ -1065,6 +1136,10 @@ where
     }
 
     /// Returns an application's description.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        application_id = %application_id
+    ))]
     pub(super) async fn describe_application(
         &mut self,
         application_id: ApplicationId,
@@ -1075,6 +1150,10 @@ where
     }
 
     /// Executes a block without persisting any changes to the state.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        block_height = %block.height
+    ))]
     pub(super) async fn stage_block_execution(
         &mut self,
         block: ProposedBlock,
@@ -1107,6 +1186,10 @@ where
     }
 
     /// Validates and executes a block proposed to extend this chain.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        block_height = %proposal.content.block.height
+    ))]
     pub(super) async fn handle_block_proposal(
         &mut self,
         proposal: BlockProposal,
@@ -1250,6 +1333,9 @@ where
     }
 
     /// Prepares a [`ChainInfoResponse`] for a [`ChainInfoQuery`].
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id()
+    ))]
     pub(super) async fn prepare_chain_info_response(
         &mut self,
         query: ChainInfoQuery,
@@ -1315,6 +1401,10 @@ where
     }
 
     /// Executes a block, caches the result, and returns the outcome.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id(),
+        block_height = %block.height
+    ))]
     async fn execute_block(
         &mut self,
         block: &ProposedBlock,
@@ -1356,6 +1446,9 @@ where
     /// Stores the chain state in persistent storage.
     ///
     /// Waits until the [`ChainStateView`] is no longer shared before persisting the changes.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        chain_id = %self.chain_id()
+    ))]
     async fn save(&mut self) -> Result<(), WorkerError> {
         self.clear_shared_chain_view().await;
         self.chain.save().await?;
diff --git a/linera-core/src/worker.rs b/linera-core/src/worker.rs
index 2bf504e81723..5e5b66d868c9 100644
--- a/linera-core/src/worker.rs
+++ b/linera-core/src/worker.rs
@@ -457,7 +457,7 @@ where
                         .ok_or(WorkerError::InvalidLiteCertificate)?,
                 ))
             }
-            _ => return Err(WorkerError::InvalidLiteCertificate),
+            _ => Err(WorkerError::InvalidLiteCertificate),
         }
     }
 }
@@ -550,7 +550,11 @@ where
     }
 
     /// Executes a [`Query`] for an application's state on a specific chain.
-    #[instrument(level = "trace", skip(self, chain_id, query))]
+    #[instrument(
+        level = "trace",
+        target = "telemetry_only",
+        skip(self, chain_id, query)
+    )]
     pub async fn query_application(
         &self,
         chain_id: ChainId,
@@ -562,7 +566,11 @@ where
         .await
     }
 
-    #[instrument(level = "trace", skip(self, chain_id, application_id))]
+    #[instrument(level = "trace", target = "telemetry_only", skip(self, chain_id, application_id), fields(
+        nickname = %self.nickname,
+        chain_id = %chain_id,
+        application_id = %application_id
+    ))]
     pub async fn describe_application(
         &self,
         chain_id: ChainId,
@@ -580,7 +588,13 @@ where
     /// Processes a confirmed block (aka a commit).
     #[instrument(
         level = "trace",
-        skip(self, certificate, notify_when_messages_are_delivered)
+        target = "telemetry_only",
+        skip(self, certificate, notify_when_messages_are_delivered),
+        fields(
+            nickname = %self.nickname,
+            chain_id = %certificate.block().header.chain_id,
+            block_height = %certificate.block().header.height
+        )
     )]
     async fn process_confirmed_block(
         &self,
@@ -599,7 +613,11 @@ where
     }
 
     /// Processes a validated block issued from a multi-owner chain.
-    #[instrument(level = "trace", skip(self, certificate))]
+    #[instrument(level = "trace", target = "telemetry_only", skip(self, certificate), fields(
+        nickname = %self.nickname,
+        chain_id = %certificate.block().header.chain_id,
+        block_height = %certificate.block().header.height
+    ))]
     async fn process_validated_block(
         &self,
         certificate: ValidatedBlockCertificate,
@@ -615,7 +633,11 @@ where
     }
 
     /// Processes a leader timeout issued from a multi-owner chain.
-    #[instrument(level = "trace", skip(self, certificate))]
+    #[instrument(level = "trace", target = "telemetry_only", skip(self, certificate), fields(
+        nickname = %self.nickname,
+        chain_id = %certificate.value().chain_id(),
+        height = %certificate.value().height()
+    ))]
     async fn process_timeout(
         &self,
         certificate: TimeoutCertificate,
@@ -630,7 +652,12 @@ where
         .await
     }
 
-    #[instrument(level = "trace", skip(self, origin, recipient, bundles))]
+    #[instrument(level = "trace", target = "telemetry_only", skip(self, origin, recipient, bundles), fields(
+        nickname = %self.nickname,
+        origin = %origin,
+        recipient = %recipient,
+        num_bundles = %bundles.len()
+    ))]
     async fn process_cross_chain_update(
         &self,
         origin: ChainId,
@@ -648,7 +675,11 @@ where
     }
 
     /// Returns a stored [`ConfirmedBlockCertificate`] for a chain's block.
-    #[instrument(level = "trace", skip(self, chain_id, height))]
+    #[instrument(level = "trace", target = "telemetry_only", skip(self, chain_id, height), fields(
+        nickname = %self.nickname,
+        chain_id = %chain_id,
+        height = %height
+    ))]
     #[cfg(with_testing)]
     pub async fn read_certificate(
         &self,
@@ -666,7 +697,10 @@ where
     ///
     /// The returned view holds a lock on the chain state, which prevents the worker from changing
     /// the state of that chain.
-    #[instrument(level = "trace", skip(self))]
+    #[instrument(level = "trace", target = "telemetry_only", skip(self), fields(
+        nickname = %self.nickname,
+        chain_id = %chain_id
+    ))]
     pub async fn chain_state_view(
         &self,
         chain_id: ChainId,
@@ -677,7 +711,10 @@ where
         .await
     }
 
-    #[instrument(level = "trace", skip(self, request_builder))]
+    #[instrument(level = "trace", target = "telemetry_only", skip(self, request_builder), fields(
+        nickname = %self.nickname,
+        chain_id = %chain_id
+    ))]
     /// Sends a request to the [`ChainWorker`] for a [`ChainId`] and waits for the `Response`.
     async fn query_chain_worker<Response>(
         &self,
@@ -700,7 +737,10 @@ where
 
     /// Retrieves an endpoint to a [`ChainWorkerActor`] from the cache, creating one and adding it
     /// to the cache if needed.
-    #[instrument(level = "trace", skip(self))]
+    #[instrument(level = "trace", target = "telemetry_only", skip(self), fields(
+        nickname = %self.nickname,
+        chain_id = %chain_id
+    ))]
     async fn get_chain_worker_endpoint(
         &self,
         chain_id: ChainId,
@@ -749,7 +789,10 @@ where
     /// and add it to the cache if needed.
     ///
     /// Returns [`None`] if the cache is full and no candidate for eviction was found.
-    #[instrument(level = "trace", skip(self))]
+    #[instrument(level = "trace", target = "telemetry_only", skip(self), fields(
+        nickname = %self.nickname,
+        chain_id = %chain_id
+    ))]
     #[expect(clippy::type_complexity)]
     fn try_get_chain_worker_endpoint(
         &self,
@@ -1062,6 +1105,11 @@ where
     }
 
     /// Updates the received certificate trackers to at least the given values.
+    #[instrument(target = "telemetry_only", skip_all, fields(
+        nickname = %self.nickname,
+        chain_id = %chain_id,
+        num_trackers = %new_trackers.len()
+    ))]
     pub async fn update_received_certificate_trackers(
         &self,
         chain_id: ChainId,
diff --git a/linera-service/src/proxy/grpc.rs b/linera-service/src/proxy/grpc.rs
index 9663e5c811ef..03aca53202b9 100644
--- a/linera-service/src/proxy/grpc.rs
+++ b/linera-service/src/proxy/grpc.rs
@@ -302,6 +302,7 @@ where
     }
 
     #[allow(clippy::result_large_err)]
+    #[instrument(target = "telemetry_only", skip_all, fields(remote_addr = ?request.remote_addr(), chain_id = ?request.get_ref().chain_id()))]
     fn worker_client<R>(
         &self,
         request: Request<R>,
@@ -373,7 +374,12 @@ where
 {
     type SubscribeStream = UnboundedReceiverStream<Result<Notification, Status>>;
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "handle_block_proposal")
+    )]
     async fn handle_block_proposal(
         &self,
         request: Request<BlockProposal>,
@@ -385,7 +391,12 @@ where
         )
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "handle_lite_certificate")
+    )]
     async fn handle_lite_certificate(
         &self,
         request: Request<LiteCertificate>,
@@ -397,7 +408,12 @@ where
         )
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "handle_confirmed_certificate")
+    )]
     async fn handle_confirmed_certificate(
         &self,
         request: Request<api::HandleConfirmedCertificateRequest>,
@@ -409,7 +425,12 @@ where
         )
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "handle_validated_certificate")
+    )]
     async fn handle_validated_certificate(
         &self,
         request: Request<api::HandleValidatedCertificateRequest>,
@@ -421,7 +442,12 @@ where
         )
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "handle_timeout_certificate")
+    )]
     async fn handle_timeout_certificate(
         &self,
         request: Request<api::HandleTimeoutCertificateRequest>,
@@ -433,7 +459,12 @@ where
         )
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "handle_chain_info_query")
+    )]
     async fn handle_chain_info_query(
         &self,
         request: Request<api::ChainInfoQuery>,
@@ -445,7 +476,12 @@ where
         )
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "subscribe")
+    )]
     async fn subscribe(
         &self,
         request: Request<SubscriptionRequest>,
@@ -474,7 +510,12 @@ where
         Ok(Response::new(linera_version::VersionInfo::default().into()))
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "get_network_description")
+    )]
     async fn get_network_description(
         &self,
         _request: Request<()>,
@@ -489,7 +530,12 @@ where
         Ok(Response::new(description.into()))
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "upload_blob")
+    )]
     async fn upload_blob(&self, request: Request<BlobContent>) -> Result<Response<BlobId>, Status> {
         let content: linera_sdk::linera_base_types::BlobContent =
             request.into_inner().try_into()?;
@@ -502,7 +548,12 @@ where
         Ok(Response::new(id.try_into()?))
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "download_blob")
+    )]
     async fn download_blob(
         &self,
         request: Request<BlobId>,
@@ -518,7 +569,12 @@ where
         Ok(Response::new(blob.into_content().try_into()?))
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "download_pending_blob")
+    )]
     async fn download_pending_blob(
         &self,
         request: Request<PendingBlobRequest>,
@@ -543,7 +599,12 @@ where
         }
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "handle_pending_blob")
+    )]
     async fn handle_pending_blob(
         &self,
         request: Request<HandlePendingBlobRequest>,
@@ -568,7 +629,12 @@ where
         }
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "download_certificate")
+    )]
     async fn download_certificate(
         &self,
         request: Request<CryptoHash>,
@@ -585,7 +651,12 @@ where
         Ok(Response::new(certificate.try_into()?))
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "download_certificates")
+    )]
     async fn download_certificates(
         &self,
         request: Request<CertificatesBatchRequest>,
@@ -631,7 +702,12 @@ where
         )?))
     }
 
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "download_certificates_by_heights")
+    )]
     async fn download_certificates_by_heights(
         &self,
         request: Request<api::DownloadCertificatesByHeightsRequest>,
@@ -746,7 +822,9 @@ where
         }))
     }
 
-    #[instrument(skip_all, err(level = Level::WARN))]
+    #[instrument(target = "telemetry_only", skip_all, err(level = Level::WARN), fields(
+        method = "blob_last_used_by"
+    ))]
     async fn blob_last_used_by(
         &self,
         request: Request<BlobId>,
@@ -766,7 +844,7 @@ where
         Ok(Response::new(last_used_by.into()))
     }
 
-    #[instrument(skip_all, err(level = Level::WARN))]
+    #[instrument(target = "telemetry_only", skip_all, err(level = Level::WARN))]
     async fn missing_blob_ids(
         &self,
         request: Request<BlobIds>,
@@ -781,7 +859,9 @@ where
         Ok(Response::new(missing_blob_ids.try_into()?))
     }
 
-    #[instrument(skip_all, err(level = Level::WARN))]
+    #[instrument(target = "telemetry_only", skip_all, err(level = Level::WARN), fields(
+        method = "blob_last_used_by_certificate"
+    ))]
     async fn blob_last_used_by_certificate(
         &self,
         request: Request<BlobId>,
@@ -797,7 +877,12 @@ impl<S> NotifierService for GrpcProxy<S>
 where
     S: Storage + Clone + Send + Sync + 'static,
 {
-    #[instrument(skip_all, err(Display))]
+    #[instrument(
+        target = "telemetry_only",
+        skip_all,
+        err(Display),
+        fields(method = "notify")
+    )]
     async fn notify(&self, request: Request<Notification>) -> Result<Response<()>, Status> {
         let notification = request.into_inner();
         let chain_id = notification
diff --git a/linera-storage/Cargo.toml b/linera-storage/Cargo.toml
index 04ff5dd63209..02c34f4ac613 100644
--- a/linera-storage/Cargo.toml
+++ b/linera-storage/Cargo.toml
@@ -45,6 +45,7 @@ linera-views.workspace = true
 papaya.workspace = true
 prometheus.workspace = true
 serde.workspace = true
+tracing.workspace = true
 
 [dev-dependencies]
 anyhow.workspace = true
diff --git a/linera-storage/src/db_storage.rs b/linera-storage/src/db_storage.rs
index e34562657c44..5c0267556eb2 100644
--- a/linera-storage/src/db_storage.rs
+++ b/linera-storage/src/db_storage.rs
@@ -28,6 +28,7 @@ use linera_views::{
     ViewError,
 };
 use serde::{Deserialize, Serialize};
+use tracing::instrument;
 #[cfg(with_testing)]
 use {
     futures::channel::oneshot::{self, Receiver},
@@ -544,6 +545,7 @@ where
         &self.clock
     }
 
+    #[instrument(level = "trace", target = "telemetry_only", skip_all, fields(chain_id = %chain_id))]
     async fn load_chain(
         &self,
         chain_id: ChainId,
@@ -563,6 +565,7 @@ where
         ChainStateView::load(context).await
     }
 
+    #[instrument(level = "trace", target = "telemetry_only", skip_all, fields(blob_id = %blob_id))]
     async fn contains_blob(&self, blob_id: BlobId) -> Result<bool, ViewError> {
         let store = self.database.open_shared(&[])?;
         let blob_key = bcs::to_bytes(&BaseKey::Blob(blob_id))?;
@@ -572,6 +575,7 @@ where
         Ok(test)
     }
 
+    #[instrument(target = "telemetry_only", skip_all, fields(blob_count = blob_ids.len()))]
     async fn missing_blobs(&self, blob_ids: &[BlobId]) -> Result<Vec<BlobId>, ViewError> {
         let store = self.database.open_shared(&[])?;
         let mut keys = Vec::new();
@@ -602,6 +606,7 @@ where
         Ok(test)
     }
 
+    #[instrument(target = "telemetry_only", skip_all, fields(hash = %hash))]
     async fn read_confirmed_block(
         &self,
         hash: CryptoHash,
@@ -616,6 +621,7 @@ where
         Ok(value)
     }
 
+    #[instrument(target = "telemetry_only", skip_all, fields(blob_id = %blob_id))]
     async fn read_blob(&self, blob_id: BlobId) -> Result<Option<Blob>, ViewError> {
         let store = self.database.open_shared(&[])?;
         let blob_key = bcs::to_bytes(&BaseKey::Blob(blob_id))?;
@@ -682,6 +688,7 @@ where
         Ok(blob_states)
     }
 
+    #[instrument(target = "telemetry_only", skip_all, fields(blob_id = %blob.id()))]
     async fn write_blob(&self, blob: &Blob) -> Result<(), ViewError> {
         let mut batch = Batch::new();
         batch.add_blob(blob)?;
@@ -996,6 +1003,7 @@ where
         Ok(())
     }
 
+    #[instrument(target = "telemetry_only", skip_all, fields(batch_size = batch.key_value_bytes.len()))]
     async fn write_batch(&self, batch: Batch) -> Result<(), ViewError> {
         if batch.key_value_bytes.is_empty() {
             return Ok(());