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Table of Contents
Overview

This page is created to investigate Aurora serverless performance by comparing DB xlarge, 8xlarge and Aurora serverless instance types under load running Data Import (DI) with Check-in Check-out (CICO) running as background.

Ticket:

Jira Legacy

server	System Jira
serverId	01505d01-b853-3c2e-90f1-ee9b165564fc
key	PERF-611

Summary

Tests

Job profiles - PTF - Create 2, PTF - Updates Success - 1

CICO

Scenario

Data quantity

DI Create 25K, DI Update (coherently)

25K

DI Create 25K, DI Update 25K with CICO 20 users in parallel

(coherently) with CICO in parallel

DI - 25K

CICO - 20 users

CICO

20 users

Each scenario was tested on next configurations:

DB type	DB configuration
RDS	db.r6g.xlarge
RDS	db.r6g.8xlarge
Serverless	Serverless v2 (0.5 - 128 ACUs)
Serverless	Serverless v2 (32 - 128 ACUs)

Results

At the table below next results are compared: RDS xlarge agains 0.5-128 ACU Serverless and RDS 8xlarge agains 32-128 ACU Serverless (marked by color).

Process/request	RDS		Serverless
Process/request	xlarge	8xlarge	0.5-128 ACU	32-128 ACU
DI Create	18 min	9 min	11 min (-7 min)	14 min (+5 min)
DI Update	17 min	10 min	16 min (-1 min)	11 min (+1 min)
DI Create (with CICO in parallel)	22 min	9 min	20 min (-2 min)	11 min (+2 min)
DI Update (with CICO in parallel)	22 min, error*	12 min	25 min, error** (+3 min)	12 min (0 min)
CI, 95%	0.68	0.718	0.806 (+0.126 sec)	0.794 (+0.076 sec)
CO, 95%	1.247	1.251	1.393 (+0.146 sec)	1.312 (+0.061 sec)
CI (with DI Update in parallel), 95%	1.36	1.193	1.277 (-0.083 sec)	1.11 (-0.083 sec)
CO (with DI Update in parallel), 95%	2.335	2.062	2.321 (-0.014 sec)	1.963 (-0.099 sec)

*some records were discarded

**Error - io.vertx.core.impl.NoStackTraceThrowable

Response time

db.r6g.xlarge DI with CICO

db.r6g.8xlarge DI with CICO

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Serverless v2 (0.5 - 128 ACUs) DI without CICO

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Serverless v2 (32 - 128 ACUs) DI without CICO

Service CPU Utilization

db.r6g.xlarge DI without CICO

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db.r6g.xlarge DI with CICO

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db.r6g.8xlarge DI without CICO

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db.r6g.8xlarge DI with CICO

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Serverless v2 (0.5 - 128 ACUs) DI without CICO

Serverless v2 (0.5 - 128 ACUs) DI with CICO

Serverless v2 (32 - 128 ACUs) DI without CICO

Serverless v2 (32 - 128 ACUs) DI with CICO

Memory Utilization

db.r6g.xlarge without DI CICO

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db.r6g.xlarge DI with CICO

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db.r6g.8xlarge DI without CICO

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db.r6g.8xlarge DI with CICO

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Serverless v2 (0.5 - 128 ACUs) DI without CICO

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Serverless v2 (0.5 - 128 ACUs) DI with CICO

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Serverless v2 (32 - 128 ACUs) DI without CICO

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Serverless v2 (32 - 128 ACUs) DI with CICO

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DB CPU Utilization

db.r6g.xlarge DI without CICO

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db.r6g.xlarge DI with CICO

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db.r6g.8xlarge DI without CICO

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db.r6g.8xlarge DI with CICO

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Serverless v2 (0.5 - 128 ACUs) DI without CICO

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Serverless v2 (0.5 - 128 ACUs) DI with CICO

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Serverless v2 (32 - 128 ACUs) DI without CICO

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Serverless v2 (32 - 128 ACUs) DI with CICO

DB Connections

db.r6g.xlarge DI without CICO

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db.r6g.xlarge DI with CICO

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db.r6g.8xlarge DI without CICO

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db.r6g.8xlarge DI with CICO

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Serverless v2 (0.5 - 128 ACUs) DI without CICO

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Serverless v2 (0.5 - 128 ACUs) DI with CICO

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Serverless v2 (32 - 128 ACUs) DI without CICO

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Serverless v2 (32 - 128 ACUs) DI with CICO

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Database load

db.r6g.8xlarge DI without CICO

db.r6g.8xlarge DI with CICO

Serverless v2 (32 - 128 ACUs) DI without CICO

Serverless v2 (32 - 128 ACUs) DI with CICO

Top SQL

db.r6g.8xlarge DI without CICO

db.r6g.8xlarge DI with CICO

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Serverless v2 (32 - 128 ACUs) DI without CICO

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Serverless v2 (32 - 128 ACUs) DI with CICO

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Appendix

Links

Grafana dashboard

db.r6g.xlarge DI with CICO

http://carrier-io.int.folio.ebsco.com/grafana/d/SqzWB26nk/jmeter-performance-check-in-check-out?orgId=1&from=1690186885745&to=1690192449004&var-percentile=95&var-test_type=baseline&var-test=circulation_checkInCheckOut_Orchid_cptf2_4&var-env=int&var-grouping=1s&var-low_limit=250&var-high_limit=750&var-db_name=jmeter&var-sampler_type=All

db.r6g.8xlarge DI with CICO

http://carrier-io.int.folio.ebsco.com/grafana/d/SqzWB26nk/jmeter-performance-check-in-check-out?orgId=1&from=1690206826647&to=1690209403208&var-percentile=95&var-test_type=baseline&var-test=circulation_checkInCheckOut_Orchid_cptf2_4&var-env=int&var-grouping=1s&var-low_limit=250&var-high_limit=750&var-db_name=jmeter&var-sampler_type=All

Serverless v2 (0.5 - 128 ACUs) DI with CICO

http://carrier-io.int.folio.ebsco.com/grafana/d/SqzWB26nk/jmeter-performance-check-in-check-out?orgId=1&from=1689860038636&to=1689864442762&var-percentile=95&var-test_type=baseline&var-test=circulation_checkInCheckOut_Orchid_cptf2_4&var-env=int&var-grouping=1s&var-low_limit=250&var-high_limit=750&var-db_name=jmeter&var-sampler_type=All

Serverless v2 (32 - 128 ACUs) DI with CICO

http://carrier-io.int.folio.ebsco.com/grafana/d/SqzWB26nk/jmeter-performance-check-in-check-out?orgId=1&from=1689934923312&to=1689937778313&var-percentile=95&var-test_type=baseline&var-test=circulation_checkInCheckOut_Orchid_cptf2_4&var-env=int&var-grouping=1s&var-low_limit=250&var-high_limit=750&var-db_name=jmeter&var-sampler_type=All

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