Overview
The task at hand involves conducting performance tests on Check-in/Check-Out operations under two different conditions:
Test Run 1: Running without New Relic.
Test Run 2: Running with the New Relic monitoring tool enabled.
These tests were performed using 20 virtual users to simulate the load on the system. The environment was used for these tests QCP1.
The primary goal of these tests is to assess whether the New Relic monitoring tool impacts the system’s performance.
Ticket:
-
PERF-920Getting issue details...
STATUS
Summary
Test Run 1. Generate 3159 Check-out transactions and 2420 Check-in transactions. The error rate during the test was 0.04 %. Median Response time for CO = 1.585 seconds and median Response time for CI = 1.214 seconds.
Test Run 2. Generate 3180 Check-out transactions and 2381 Check-in transactions. The error rate during the test was 0.04 %. Median Response time for CO = 1.594 seconds and median Response time for CI = 1,193 seconds.
Conclusion. Two separate tests were conducted in order to determine the impact of enabling New Relic monitoring tool on the Check-in/Check-Out process. The aim of the test was to identify any significant variations in key performance metrics that could potentially be attributed to New Relic.
Comparative analysis of the key performance metrics obtained from both tests yielded the following insights:
Response Times: The median and 95th percentile values for response times exhibited similar trends across both test runs, indicating that New Relic did not add any noticeable overhead to the response times.
Error Rate: The error rates remained consistent in both test scenarios. This suggests that the integration of New Relic did not compromise the stability of the Check-in/Check-Out process.
CPU Usage: The slight variation in CPU usage within the tolerance limit of 5% between the test runs poses no significant concern and is well within acceptable boundaries.
Memory Usage: No changes in memory usage patterns were observed upon enabling New Relic, implying the tool has minimal if any, impact on the memory resources of the system.
In conclusion, the results of the tests demonstrate that utilizing the New Relic monitoring tool does not adversely affect the check-in/check-out process and the overall system performance remains unaffected.
Recommendations & Jiras (Optional)
While the current tests provided insights into how New Relic impacts on CICO process, it's recommended for future analysis to cover a more extensive range of operations to fully evaluate the impact of New Relic on the system performance during data-import, data-export, or other workflows.
Test Runs
Test Run 1: Running without New Relic.
Test setup: 20 Virtual users, 4000 seconds, 200 seconds of rump up period.
Test Run 2: Running with the New Relic monitoring tool enabled.
Test setup: 20 Virtual users, 4000 seconds, 200 seconds of rump up period
Results
NAME | without New Relic | with New Relic | ||
---|---|---|---|---|
CO | CI | CO | CI | |
TTL REQ, COUNT | 3159 | 2420 | 3180 | 2381 |
THRGHPT, REQ/SEC | 1.585 | 1.214 | 1.594 | 1.193 |
ERRORS, COUNT | 36 | 23 | 43 | 16 |
MIN, MS | 24 | 39 | 25 | 46 |
MEDIAN, MS | 959 | 640 | 968 | 594 |
PCT95, MS | 1,226 | 759 | 1,247 | 740 |
MAX, MS | 6,504 | 20,712 | 14,834 | 12,165 |
Resource utilization
CPU utilization
The slight variation in CPU usage within the tolerance limit of 5% between the test runs poses no significant concern and is well within acceptable boundaries.
Test Run 1:
Test Run 2:
Top 16 CPU-consuming services
Module | Avrg CPU Utlz (Test 1) % | Avrg CPU Utlz (Test 2)% |
---|---|---|
mod-users-b | 46.04 | 45.43 |
nginx-okapi | 33.77 | 27.58 |
mod-configuration-b | 29.59 | 27.53 |
mod-feesfines-b | 27.13 | 27.68 |
okapi-b | 25.76 | 30.62 |
mod-authtoken-b | 22.81 | 19.87 |
mod-permissions-b | 18.43 | 19.49 |
mod-consortia-b | 20.87 | 22.13 |
mod-dcb-b | 17.56 | 17.94 |
mod-audit-b | 15.98 | 11.50 |
mod-inventory-b | 14.23 | 15.14 |
mod-agreements-b | 11.36 | 12.43 |
mod-pubsub-b | 10.64 | 11.49 |
mod-notes-b | 8 | 10.19 |
mod-calendar-b | 9.69 | 9.31 |
pub-okapi | 9.02 | 10.12 |
Memory utilization
Memory Usage: No changes in memory usage patterns were observed upon enabling New Relic. No memory leaks in any module.
Test Run 1:
Test Run 2:
Top Memory-consuming services
Module | Avrg Memory Utlz (Test 1) % | Avrg Memory Utlz (Test 2)% |
---|---|---|
mod-data-export-b | - | 104.04 |
mod-users-b | 46.04 | 45.43 |
nginx-okapi | 33.77 | 27.58 |
mod-configuration-b | 29.59 | 27.53 |
mod-feesfines-b | 27.13 | 27.68 |
okapi-b | 25.76 | 30.62 |
mod-authtoken-b | 22.81 | 19.87 |
mod-permissions-b | 18.23 | 19.49 |
mod-consortia-b | 20.87 | - |
mod-dcb-b | 17.56 | 17.94 |
mod-audit-b | 15.98 | 18.568 |
mod-inventory-b | 14.23 | 15.14 |
Infrastructure
PTF -environment qcp1
10 m6i.2xlarge EC2 instances located in US East (N. Virginia)us-east-1
2 database instances, writer/reader
NameMemory GIBvCPUsmax_connections
db.r6g.xlarge
32 GiB4 vCPUs2731
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
QCP1 modules
Module | Task Def. Revision | Module Version | Task Count | Mem Hard Limit | Mem Soft limit | CPU units | Xmx | MetaspaceSize | MaxMetaspaceSize |
---|---|---|---|---|---|---|---|---|---|
qcp1-pvt | |||||||||
mod-remote-storage | 4 | mod-remote-storage:3.2.0 | 2 | 4920 | 4472 | 1024 | 3960 | 512 | 512 |
mod-ncip | 4 | mod-ncip:1.14.4 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-finance-storage | 4 | mod-finance-storage:8.6.0 | 2 | 1024 | 896 | 1024 | 700 | 88 | 128 |
mod-agreements | 4 | mod-agreements:7.0.0 | 2 | 1592 | 1488 | 128 | 0 | 0 | 0 |
mod-ebsconet | 4 | mod-ebsconet:2.2.0 | 2 | 1248 | 1024 | 128 | 700 | 128 | 256 |
mod-organizations | 4 | mod-organizations:1.9.0 | 2 | 1024 | 896 | 128 | 700 | 88 | 128 |
mod-consortia | 2 | mod-consortia:1.1.0 | 2 | 3072 | 2048 | 128 | 2048 | 512 | 1024 |
edge-sip2 | 2 | edge-sip2:3.2.0-SNAPSHOT.209 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-serials-management | 4 | mod-serials-management:1.0.0 | 2 | 2480 | 2312 | 128 | 1792 | 384 | 512 |
mod-settings | 4 | mod-settings:1.0.3 | 2 | 1024 | 896 | 200 | 768 | 88 | 128 |
mod-data-import | 7 | mod-data-import:3.1.0 | 1 | 2048 | 1844 | 256 | 1292 | 384 | 512 |
edge-dematic | 4 | edge-dematic:2.2.0 | 1 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-search | 4 | mod-search:3.2.0 | 2 | 2592 | 2480 | 2048 | 1440 | 512 | 1024 |
mod-inn-reach | 2 | mod-inn-reach:3.2.0-SNAPSHOT.86 | 2 | 3600 | 3240 | 1024 | 2880 | 512 | 1024 |
mod-tags | 4 | mod-tags:2.2.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
edge-courses | 4 | edge-courses:1.4.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-authtoken | 5 | mod-authtoken:2.15.1 | 2 | 1440 | 1152 | 512 | 922 | 88 | 128 |
mod-inventory-update | 4 | mod-inventory-update:3.3.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-notify | 4 | mod-notify:3.2.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-configuration | 4 | mod-configuration:5.10.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-orders-storage | 4 | mod-orders-storage:13.7.0 | 2 | 1024 | 896 | 512 | 700 | 88 | 128 |
edge-caiasoft | 4 | edge-caiasoft:2.2.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-login-saml | 4 | mod-login-saml:2.8.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-erm-usage-harvester | 4 | mod-erm-usage-harvester:4.5.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-licenses | 4 | mod-licenses:6.0.0 | 2 | 2480 | 2312 | 128 | 1792 | 384 | 512 |
mod-gobi | 4 | mod-gobi:2.8.0 | 2 | 1024 | 896 | 128 | 700 | 88 | 128 |
mod-password-validator | 4 | mod-password-validator:3.2.0 | 2 | 1440 | 1298 | 128 | 768 | 384 | 512 |
mod-bulk-operations | 4 | mod-bulk-operations:2.0.0 | 2 | 3072 | 2600 | 1024 | 1536 | 384 | 512 |
mod-fqm-manager | 4 | mod-fqm-manager:2.0.1 | 2 | 3000 | 2600 | 128 | 2048 | 384 | 512 |
edge-dcb | 4 | edge-dcb:1.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-graphql | 5 | mod-graphql:1.12.1 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-finance | 4 | mod-finance:4.9.0 | 2 | 1024 | 896 | 128 | 700 | 88 | 128 |
mod-erm-usage | 4 | mod-erm-usage:4.7.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-batch-print | 5 | mod-batch-print:1.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-copycat | 4 | mod-copycat:1.6.0 | 2 | 1024 | 512 | 128 | 768 | 88 | 128 |
mod-lists | 4 | mod-lists:2.0.0 | 2 | 3000 | 2600 | 128 | 2048 | 384 | 512 |
mod-entities-links | 5 | mod-entities-links:3.0.0 | 2 | 2592 | 2480 | 400 | 1440 | 0 | 1024 |
mod-permissions | 8 | mod-permissions:6.5.0 | 2 | 1684 | 1544 | 512 | 1024 | 384 | 512 |
pub-edge | 3 | pub-edge:2023.06.14 | 2 | 1024 | 896 | 128 | 768 | 0 | 0 |
mod-orders | 4 | mod-orders:12.8.0 | 2 | 2048 | 1440 | 1024 | 1024 | 384 | 512 |
edge-patron | 4 | edge-patron:5.1.0 | 2 | 1024 | 896 | 256 | 768 | 88 | 128 |
edge-ncip | 4 | edge-ncip:1.9.2 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
edge-inn-reach | 2 | edge-inn-reach:3.1.1-SNAPSHOT.45 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-users-bl | 4 | mod-users-bl:7.7.0 | 2 | 1440 | 1152 | 512 | 922 | 88 | 128 |
mod-oa | 2 | mod-oa:2.1.0-SNAPSHOT.62 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-inventory-storage | 4 | mod-inventory-storage:27.1.0 | 2 | 4096 | 3690 | 2048 | 3076 | 384 | 512 |
mod-invoice | 5 | mod-invoice:5.8.0 | 2 | 1440 | 1152 | 512 | 922 | 88 | 128 |
mod-user-import | 4 | mod-user-import:3.8.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-sender | 5 | mod-sender:1.12.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
edge-oai-pmh | 4 | edge-oai-pmh:2.9.0 | 2 | 1512 | 1360 | 1024 | 1440 | 384 | 512 |
mod-data-export-worker | 4 | mod-data-export-worker:3.2.1 | 2 | 3072 | 2048 | 1024 | 2048 | 384 | 512 |
mod-rtac | 4 | mod-rtac:3.6.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-circulation-storage | 4 | mod-circulation-storage:17.2.0 | 2 | 2880 | 2592 | 1536 | 1814 | 384 | 512 |
mod-calendar | 4 | mod-calendar:3.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-source-record-storage | 4 | mod-source-record-storage:5.8.0 | 2 | 5600 | 5000 | 2048 | 3500 | 384 | 512 |
mod-event-config | 4 | mod-event-config:2.7.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-courses | 4 | mod-courses:1.4.10 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-circulation-item | 4 | mod-circulation-item:1.0.0 | 2 | 1024 | 896 | 128 | 0 | 0 | 0 |
mod-inventory | 4 | mod-inventory:20.2.0 | 2 | 2880 | 2592 | 1024 | 1814 | 384 | 512 |
mod-email | 4 | mod-email:1.17.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-pubsub | 4 | mod-pubsub:2.13.0 | 2 | 1536 | 1440 | 1024 | 922 | 384 | 512 |
mod-circulation | 4 | mod-circulation:24.2.0 | 2 | 2880 | 2592 | 1536 | 1814 | 384 | 512 |
mod-di-converter-storage | 4 | mod-di-converter-storage:2.2.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
edge-rtac | 4 | edge-rtac:2.7.1 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
edge-orders | 4 | edge-orders:3.0.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-users | 5 | mod-users:19.3.1 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-template-engine | 4 | mod-template-engine:1.20.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-patron-blocks | 4 | mod-patron-blocks:1.10.0 | 2 | 1024 | 896 | 1024 | 768 | 88 | 128 |
mod-audit | 4 | mod-audit:2.9.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
edge-fqm | 4 | edge-fqm:2.0.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-source-record-manager | 5 | mod-source-record-manager:3.9.0-SNAPSHOT.330 | 2 | 5600 | 5000 | 2048 | 3500 | 384 | 512 |
nginx-edge | 3 | nginx-edge:2023.06.14 | 2 | 1024 | 896 | 128 | 0 | 0 | 0 |
mod-quick-marc | 4 | mod-quick-marc:5.1.0 | 1 | 2288 | 2176 | 128 | 1664 | 384 | 512 |
nginx-okapi | 3 | nginx-okapi:2023.06.14 | 2 | 1024 | 896 | 128 | 0 | 0 | 0 |
okapi-b | 4 | okapi:5.3.0 | 3 | 1684 | 1440 | 1024 | 922 | 384 | 512 |
mod-feesfines | 4 | mod-feesfines:19.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-invoice-storage | 4 | mod-invoice-storage:5.8.0 | 2 | 1872 | 1536 | 1024 | 1024 | 384 | 512 |
mod-dcb | 5 | mod-dcb:1.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-service-interaction | 4 | mod-service-interaction:4.0.1 | 2 | 2048 | 1844 | 256 | 1290 | 384 | 512 |
mod-data-export | 11 | mod-data-export:5.0.4 | 1 | 2048 | 1524 | 1024 | 0 | 0 | 0 |
mod-patron | 4 | mod-patron:6.1.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-oai-pmh | 4 | mod-oai-pmh:3.13.0 | 2 | 4096 | 3690 | 2048 | 3076 | 384 | 512 |
edge-connexion | 4 | edge-connexion:1.2.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-kb-ebsco-java | 4 | mod-kb-ebsco-java:4.0.0 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
mod-notes | 4 | mod-notes:5.2.0 | 2 | 1024 | 896 | 128 | 952 | 384 | 512 |
mod-data-export-spring | 4 | mod-data-export-spring:3.2.0 | 1 | 2048 | 1844 | 256 | 1536 | 384 | 512 |
mod-organizations-storage | 4 | mod-organizations-storage:4.7.0 | 2 | 1024 | 896 | 128 | 700 | 88 | 128 |
mod-login | 4 | mod-login:7.11.0 | 2 | 1440 | 1298 | 1024 | 768 | 384 | 512 |
pub-okapi | 3 | pub-okapi:2023.06.14 | 2 | 1024 | 896 | 128 | 768 | 0 | 0 |
mod-eusage-reports | 4 | mod-eusage-reports:2.1.1 | 2 | 1024 | 896 | 128 | 768 | 88 | 128 |
Methodology/Approach
Step 1. Test Run 1 was executed from the carrier box with parameters described in the TEST RUN section.
Step 2. Deploy New Relic, and verify if it works.
Step 3. Test Run 2 was executed from the carrier box with parameters described in the TEST RUN section, with the same parameters as on the step 1.