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Service CPU Utilization

Here we can see that nginx-okapi modules used 20% CPU for 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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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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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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Service CPU Utilization

Here we can see that mod-source-record-storage-b used 72000% of the CPU power of parameter CPU=2.

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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%.

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Top SQL-queries



Test №7

The Baseline MCPT  QCP1 Environment configuration was applied applied, and CPU=2 was set for all  services.

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modules,  Check In\Check Out with 20 users for one tenant on 30 minutes test was run.

Instance CPU Utilization

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Service CPU Utilization

Here we can see that okapi used 36% 20% of the absolute CPU power of the container instance.

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Service Memory Utilization

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

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Kafka metrics

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DB CPU Utilization

DB CPU was 42%57%.

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DB Connections

Max number of DB connections was 3650.

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Test №8

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The Baseline QCP1 Environment configuration was applied, and CPU=2 

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Top SQL-queries

Test №8

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.

Instance CPU Utilization

was set for all modules,  Data Import - Create with 25k and 100k records files tests were run.

Instance CPU Utilization

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Service CPU Utilization

Here we can see that okapi used 46000% 57000% CPU of unit power.

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Service Memory Utilization

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

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Kafka metrics






DB CPU Utilization

DB CPU was 98%.

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DB Connections

Max number of DB connections was 5150.

DB load

                                                                                                                     

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971.

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Test №9

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.

Instance CPU Utilization


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.



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



Test №10

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.

Instance CPU Utilization


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 ptf-KRaft-mode
    • brokers, kafka.m7g.xlarge brokers in 2 zones
    • Apache Kafka version 3.7.x 

    • 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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