You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
## Differences between Functions, Containers, and Jobs
6
6
7
+
### Considerations
8
+
9
+
***Serverless Containers** offers more flexibility by allowing you to deploy any containerized application. It is suitable for stateless services and can handle more complex applications with configurable concurrency and no maximum execution time.
10
+
***Serverless Functions** is ideal for lightweight, event-driven code where you do not manage the underlying infrastructure. It is limited to specific languages and not suitable for long-running processes.
11
+
***Serverless Jobs** is designed for executing batch jobs or tasks that need to run to completion. It is ideal for data processing tasks, migrations, or any workload that does not fit the request-response model.
|**Use case**| Event-driven functions responding to events or HTTP requests | Stateless HTTP containers handling web services or APIs | Processing tasks that run to completion |
18
+
|**Scaling**| Automatically scales based on incoming events | Automatically scales based on incoming events | Manually specified number of job executions |
19
+
|**Maximum execution time**| Up to 15 minutes per request | Up to 15 minutes per request | 24 hours |
20
+
|**Concurrency**| Single request per instance | Configurable concurrency per instance | Not applicable |
21
+
|**Pricing model**| Pay based on execution time and invocations | Pay based on vCPU and memory usage | Pay based on vCPU and memory usage |
|**Cold-starts**| There may be startup latency on new instances | There may be startup latency on new instances | Not applicable (jobs starts when scheduled or invoked) |
26
+
|**Supports custom containers**| No, deploy code in supported languages only | Yes, deploy any containerized application | Yes, deploy any containerized application |
27
+
|**Long-running processes**| Not suitable for long running tasks | Not suitable for long running tasks | Ideal for long running processes |
28
+
|**Networking**| No VPC support at the moment | No VPC support at the moment | No VPC support at the moment |
29
+
|**Secret manager integration**| Only via local secrets | Only via local secrets | Yes |
|**Scaling from and to zero**| Yes | Yes | Not applicable |
32
+
33
+
## Details
34
+
7
35
### Serverless Jobs
8
36
9
37
Serverless Jobs are designed for batch computing workloads, particularly large-scale and asynchronous tasks, like data processing, image rendering, or complex computations.
0 commit comments