Merge pull request #97454 from matthewtorr-msft/patch-2

Miscellaneous small fixes

Author: Jak-MS

articles/event-hubs/event-hubs-scalability.md

@@ -13,7 +13,7 @@ There are two factors which influence scaling with Event Hubs.
 
 ## Throughput units
 
-The throughput capacity of Event Hubs is controlled by *throughput units*. Throughput units are pre-purchased units of capacity. A single throughput lets you:
+The throughput capacity of Event Hubs is controlled by *throughput units*. Throughput units are pre-purchased units of capacity. A single throughput unit lets you:
 
 * Ingress: Up to 1 MB per second or 1000 events per second (whichever comes first).
 * Egress: Up to 2 MB per second or 4096 events per second.
@@ -33,11 +33,11 @@ For more information about the auto-inflate feature, see [Automatically scale th
 
 ## Processing units
 
- [Event Hubs Premium](./event-hubs-premium-overview.md) provides superior performance and better isolation within a managed multitenant PaaS environment. The resources in a Premium tier are isolated at the CPU and memory level so that each tenant workload runs in isolation. This resource container is called a *Processing Unit*(PU). You can purchase 1, 2, 4, 8 or 16 processing Units for each Event Hubs Premium namespace. 
+ [Event Hubs Premium](./event-hubs-premium-overview.md) provides superior performance and better isolation within a managed multitenant PaaS environment. The resources in a Premium tier are isolated at the CPU and memory level so that each tenant workload runs in isolation. This resource container is called a *Processing Unit* (PU). You can purchase 1, 2, 4, 8 or 16 processing Units for each Event Hubs Premium namespace. 
 
 How much you can ingest and stream with a processing unit depends on various factors such as your producers, consumers, the rate at which you're ingesting and processing, and much more. 
 
-For example, Event Hubs Premium namespace with 1 PU and 1 event hub(100 partitions) can approximately offer core capacity of ~5-10 MB/s ingress and 10-20 MB/s egress for both AMQP or Kafka workloads.
+For example, Event Hubs Premium namespace with 1 PU and 1 event hub (100 partitions) can approximately offer core capacity of ~5-10 MB/s ingress and 10-20 MB/s egress for both AMQP or Kafka workloads.
 
 To learn about configuring PUs for a premium tier namespace, see [Configure processing units](configure-processing-units-premium-namespace.md).
 

articles/event-hubs/includes/event-hubs-partition-count.md

@@ -11,6 +11,6 @@ ms.custom: "include file"
 
 ---
 
-As [partition](../event-hubs-features.md#partitions) is a data organization mechanism that allows you to publish and consume data in a parallel manner, we recommend that you balance scaling units(TUs, PUs or CUs) and partitions to achieve optimal scale. In general we recommend users to maintain a maximum throughput of 1 MB/s per partition and choose the partition count to match the maximum throughput you want to handle. For example, if your use case requires 20 MB/s, it is recommended to choose at least 20 partitions to achieve the optimal throughput.                             
+As [partition](../event-hubs-features.md#partitions) is a data organization mechanism that allows you to publish and consume data in a parallel manner, we recommend that you balance scaling units (TUs, PUs or CUs) and partitions to achieve optimal scale. In general we recommend users to maintain a maximum throughput of 1 MB/s per partition and choose the partition count to match the maximum throughput you want to handle. For example, if your use case requires 20 MB/s, it is recommended to choose at least 20 partitions to achieve the optimal throughput.                             
 
-However, if you have a model in which your application has an affinity to a particular partition, increasing the number of partitions may not be of any benefit to you. For more information, see [availability and consistency](../event-hubs-availability-and-consistency.md).
+However, if you have a model in which your application has an affinity to a particular partition, increasing the number of partitions may not be of any benefit to you. For more information, see [availability and consistency](../event-hubs-availability-and-consistency.md).