perf

[afaisman]

Options to Reduce the Size of the Transcribing Pods Objective This document outlines options to reduce the resource allocation (CPU and memory) of the aws-transcribe-esp pods running in an EKS environment. The goal is to evaluate and implement a resource reduction by approximately half, without compromising the performance and reliability of the service.

July 19, 2024 configuration

Pod Name: aws-transcribe-esp Memory: 1 Gi CPU: 750m Environment: AWS EKS Background Memory usage is flat.

1 month range. Spikes in memory usage seem to be correlated with deployment events

5 business days range CPU usage rarely goes higher than 20

1 business day. Occasional CPU spikes, less than 50

Local tests have demonstrated that the aws-transcribe-esp process can operate efficiently with as little as 256 MiB of memory and 0.2 CPU.

Proposed Changes

Memory reduction Current: 1 Gi/2Gi max Proposed: 512 Mi/1 Gi Max CPU Reduction: Current: 750m Proposed: 320m Risk Assessment Performance Impact: Potential risks include increased response times and reduced throughput. Resource Saturation: Tighter resource limits may lead to frequent hitting of resource ceilings. Testing Plan To ensure that the proposed changes will not adversely affect the production environment, the following tests are recommended: Simulate typical and peak traffic scenarios to evaluate the performance of the pods with reduced resources. Monitor for any performance degradation or stability issues. Monitoring and Rollback Plan: Monitor the pods using Datadog. Prepare a rollback plan to revert to the original resource specifications if significant issues arise during the initial phase post-deployment. Conclusion Reducing the resource allocation of the aws-transcribe-esp pods appears feasible and could lead to substantial cost savings. Testing and monitoring are essential to ensure that these changes do not negatively impact the overall performance and reliability of the service.

Related articles • Page: Options to Reduce the Size of the Transcribing Pods

[afaisman]

`$ curl --get -k -u O738475: https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs
<?xml version="1.0" encoding="UTF-8"?>

https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs 2024-02-29T16:44:27+00:00 Splunk https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs/deploymentclient 1970-01-01T00:00:00+00:00 system https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs/inputs 1970-01-01T00:00:00+00:00 system https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs/wmi 1970-01-01T00:00:00+00:00 system `

[afaisman]

`$ curl --get -k -u O738475: https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs
<?xml version="1.0" encoding="UTF-8"?>

https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs 2024-02-29T16:44:27+00:00 Splunk https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs/deploymentclient 1970-01-01T00:00:00+00:00 system https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs/inputs 1970-01-01T00:00:00+00:00 system https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs/wmi 1970-01-01T00:00:00+00:00 system `

[afaisman]

$ curl --get -k -u O738475:<password> https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs                                                                                                                         
<?xml version="1.0" encoding="UTF-8"?>                                                                                                                                                                                                   
<!--This is to override browser formatting; see server.conf[httpServer] to disable. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .-->                                                                                                                                           
<?xml-stylesheet type="text/xml" href="/static/atom.xsl"?>                                                                                                                                                                               
<feed xmlns="http://www.w3.org/2005/Atom" xmlns:s="http://dev.splunk.com/ns/rest">                                                                                                                                                       
  <title></title>                                                                                                                                                                                                                        
  <id>https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs</id>                                                                                                                                                              
  <updated>2024-02-29T16:44:27+00:00</updated>                                                                                                                                                                                           
  <generator build="64e843ea36b1" version="9.1.1"/>                                                                                                                                                                                      
  <author>                                                                                                                                                                                                                               
    <name>Splunk</name>                                                                                                                                                                                                                  
  </author>                                                                                                                                                                                                                              
  <s:messages/>                                                                                                                                                                                                                          
  <entry>                                                                                                                                                                                                                                
    <title>deploymentclient</title>                                                                                                                                                                                                      
    <id>https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs/deploymentclient</id>                                                                                                                                           
    <updated>1970-01-01T00:00:00+00:00</updated>                                                                                                                                                                                         
    <link href="/services/configs/deploymentclient" rel="alternate"/>                                                                                                                                                                    
    <author>                                                                                                                                                                                                                             
      <name>system</name>                                                                                                                                                                                                                
    </author>                                                                                                                                                                                                                            
    <link href="/services/configs/deploymentclient" rel="list"/>                                                                                                                                                                         
    <link href="/services/configs/deploymentclient/_reload" rel="_reload"/>                                                                                                                                                              
    <link href="/services/configs/deploymentclient/_acl" rel="_acl"/>                                                                                                                                                                    
    <content type="text/xml">                                                                                                                                                                                                            
      <s:dict/>                                                                                                                                                                                                                          
    </content>                                                                                                                                                                                                                           
  </entry>                                                                                                                                                                                                                               
  <entry>                                                                                                                                                                                                                                
    <title>inputs</title>                                                                                                                                                                                                                
    <id>https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs/inputs</id>                                                                                                                                                     
    <updated>1970-01-01T00:00:00+00:00</updated>                                                                                                                                                                                         
    <link href="/services/configs/inputs" rel="alternate"/>                                                                                                                                                                              
    <author>                                                                                                                                                                                                                             
      <name>system</name>                                                                                                                                                                                                                
    </author>                                                                                                                                                                                                                            
    <link href="/services/configs/inputs" rel="list"/>                                                                                                                                                                                   
    <link href="/services/configs/inputs/_reload" rel="_reload"/>                                                                                                                                                                        
    <link href="/services/configs/inputs/_acl" rel="_acl"/>                                                                                                                                                                              
    <content type="text/xml">                                                                                                                                                                                                            
      <s:dict/>                                                                                                                                                                                                                          
    </content>                                                                                                                                                                                                                           
  </entry>                                                                                                                                                                                                                               
  <entry>                                                                                                                                                                                                                                
    <title>wmi</title>                                                                                                                                                                                                                   
    <id>https://wh-1224af691a.svr.us.jpmchase.net:13008/services/configs/wmi</id>                                                                                                                                                        
    <updated>1970-01-01T00:00:00+00:00</updated>                                                                                                                                                                                         
    <link href="/services/configs/wmi" rel="alternate"/>                                                                                                                                                                                 
    <author>                                                                                                                                                                                                                             
      <name>system</name>                                                                                                                                                                                                                
    </author>                                                                                                                                                                                                                            
    <link href="/services/configs/wmi" rel="list"/>                                                                                                                                                                                      
    <link href="/services/configs/wmi/_reload" rel="_reload"/>                                                                                                                                                                           
    <link href="/services/configs/wmi/_acl" rel="_acl"/>                                                                                                                                                                                 
    <content type="text/xml">                                                                                                                                                                                                            
      <s:dict/>                                                                                                                                                                                                                          
    </content>                                                                                                                                                                                                                           
  </entry>