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Service CPU Utilization

Here we can see that nginx-okapi modules used 20for Test-2 (high load case).

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Here we can see that Memory exceed 113% of the unit power mod-data-export-b modules for Test-2 (high load case).


Kafka metrics


DB CPU Utilization

DB CPU was 99% average with ERW: Exporting Receiving Information

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DB Connections

Max number of DB connections was 5568 6000 in maximum fir Test 1, 7500 for Test 2 and 6000 for Test 3.

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DB load

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Top SQL-queries

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Resource utilization for Test №2

The Baseline MCPT Environment configuration was applied, and CPU=0 was set for all modules.

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Here we can't see any sign of memory leaks on every module. Memory shows stable trend.



Kafka metrics





DB CPU Utilization

DB CPU was 99% average with ERW: Exporting Receiving Information

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Max number of DB connections was 5788.


DB load

                                                                                                                     

Top SQL-queries




Resource utilization for Test №3

The Baseline MCPT Environment configuration was applied, the instance type was changed to x2gd.xlarge, the number of instances was changed to 6, and CPU=0 was set for all services.

Service CPU Utilization

Here we can see that mod-permissions used 20% of the absolute CPU power of the container instance.

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Here we can't see any sign of memory leaks on every module. Memory shows stable trend.



Kafka metrics






DB CPU Utilization

DB CPU was 64% maximum.

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Resource utilization for Test №4

The Baseline MCPT Environment configuration was applied, the instance type was changed to x2gd.xlarge, the number of instances was changed to 8, and CPU=0 was set for all services.

Service CPU Utilization

Here we can see that okapi used 20% of the absolute CPU power of the container instance.

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Here we can't see any sign of memory leaks on every module. Memory shows stable trend.



Kafka metrics






DB CPU Utilization

DB CPU was 91%.

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Max number of DB connections was 4840.


DB load

                                                                                                                    

Top SQL-queries




Resource utilization for Test №5

The Baseline MCPT Environment configuration was applied, the instance type was changed to x2gd.large, the number of instances was changed to 10, and CPU=0 was set for all services.TT

Service CPU Utilization

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Here we can't see any sign of memory leaks on every module. Memory shows stable trend.



Kafka metrics




DB CPU Utilization

DB CPU was 42%.

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Max number of DB connections was 3650.


DB load

                                                                                                                    

Top SQL-queries




Resource utilization for Test №6

The Baseline MCPT Environment configuration was applied, the instance type was changed to r6g.xlarge, the number of instances was changed to 14 but 12 were used, and CPU=2 was set for all services.

Service CPU Utilization

Here we can see that okapi used 46000% CPU of unit power.

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Inctanse CPU Utilization


Kafka metrics






DB CPU Utilization

DB CPU was 98%.

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Max number of DB connections was 5150.


DB load

                                                                                                                     

Top SQL-queries



Resource utilization for Test №7

The Baseline MCPT Environment configuration was applied, the instance type was changed to r6g.xlarge, the number of instances was changed to 14, placement strategy was updated to "one task per host", and CPU=2 was set for all services.

Service CPU Utilization

Here we can see that okapi used 44000% of the unit CPU power.


Service Memory Utilization

Here we can't see any sign of memory leaks on every module. Memory shows stable trend.


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Inctanse CPU Utilization


Kafka metrics






DB CPU Utilization

DB CPU was 98%.


DB Connections

Max number of DB connections was 5150.


DB load

                                                                                                                     

Top SQL-queries



Resource utilization for Test №8

The Baseline MCPT Environment configuration was applied, the instance type was changed to x2gd.large, the number of instances was changed to 14, placement strategy was updated to "one task per host", and CPU=2 was set for all services.

Service CPU Utilization

Here we can see that okapi used 38% of the unit CPU power.


Service Memory Utilization

Here we can't see any sign of memory leaks on every module. Memory shows stable trend.



Kafka metrics






DB CPU Utilization

DB CPU was maximum 53%.


DB Connections

Max number of DB connections was 3842.


DB load

                                                                                                                     

Top SQL-queries



Appendix

Infrastructure

PTF - Baseline MCPT environment configuration

  • 14 m6g.2xlarge EC2 instances located in US East (N. Virginia)us-east-1
  • 1 database  instance, writer


    NameMemory GIBvCPUs

    db.r6g.4xlarge

    128 GiB16 vCPUs


  • Open Search ptf-test 
    • Data nodes
      • Instance type - r6g.2xlarge.search
      • Number of nodes - 4
      • Version: OpenSearch_2_7_R20240502
    • Dedicated master nodes
      • Instance type - r6g.large.search
      • Number of nodes - 3
  • MSK tenant
    • 4 m5.2xlarge brokers in 2 zones
    • Apache Kafka version 2.8.0

    • EBS storage volume per broker 300 GiB

    • auto.create.topics.enable=true
    • log.retention.minutes=480
    • default.replication.factor=3

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Baseline MCPT Environment configuration according to tunning environment from previous report task count: 4 for services: mod-permissions, mod-search, mod-patron, mod-inventory, mod-inventory-storage, mod-circulation, mod-circulation-storage, mod-order, mod-order-storage, mod-invoice, mod-invoice-storage, for mod-users and mod-authtoken task count 6. Parameter srs.marcIndexers.delete.interval.seconds=86400 for mod-source-record-storage. Instance type: m6g.2xlargeInstances count: 14Database r6g.4xlargeAmazon OpenSearch Service  ptf-testr6g.2хlarge.search (4 nodes).

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