References
Issues & Decisions
Issue | Notes | Decision | |
---|---|---|---|
1 | Calls to DB for modules (check existing Tag) | Could easily cache Module Set Tag in memory to reduce this | Toine Siebelink Implemented as part of https://gerrit.onap.org/r/c/cps/+/139344 |
2 | First batch (on each thread) calls to DMI for same Tag | Use cache from #1 or store first cm Handle in DB immediately instead of as part of Batch | Toine Siebelink PoC-ed as part of https://gerrit.onap.org/r/c/cps/+/139344 but then replaced with Distributed Hazelcast Set instead |
3 | Store new schema set for each cm handle (instead of Tag) | Use schema set concept (in CPS Core) to only store each new Module Set Tag once. This seems the correct usage of Schema Set concept and wil have the greatest performance benefit. This requires more costly and difficult solution as NCMP code is develop assuming each cm handle schema set name is the same as its id.
| Toine Siebelink No considered as part of this User Story. Create a new Technical Debt Jira instead: - CPS-2506Getting issue details... STATUS |
Analysis
A small Spock&Groovy integration test as been created to sync a few hundred cm handles with multiple threads. See https://gerrit.onap.org/r/c/cps/+/139344
Test Setup
Parameter | Value | Notes |
---|---|---|
Cm Handles | 500 | |
Module Set Tags | 2 | 250 CM Handles Each |
Worker Threads (parallelism) | 2 | |
Environment | Windows 11. 13th Gen Intel(R) Core(TM) i9-13900H 2.60 GHz |
Measurements Before & After PoC
Method | Before (avg. 4 runs) | After (avg. 6 runs) | Notes (improvements) | ||||
---|---|---|---|---|---|---|---|
# Calls | Time Spent (ms) | % | # Calls | Time Spent (ms) | % | ||
query module references | 500 | 1,017 | 7% | 2 | 5 | 0% | Used ‘privateModuleSetCache’ map to locally store required data on each thread. Data discarded when thread finishes but this eliminates vast majority of DB calls. |
get modules from DMI | 100-200 | 1,326 | 9% | 2 | 13 | 0% | Use a Hazelcast distributed Set: ‘moduleSetTagsBeingProcessed’ to prevent multiple threads/instances attempting to process the same new tag. |
store schema set | 500 | 10,449 | 73% | 500 | 5,156 | 86% | 2 x faster. Probably due to less contention with read queries |
update states | 5+ | 1,429 | 10% | 5+ | 833 | 14% | 1.7 x faster |
Total | 14,221 | 6,006 | > 2 x faster! |
Extrapolated Results for 20,000 Nodes and DMI Delay
below figures are calculated by multiplying the total time and adding fix delays for DMI requests
Methods | Before | After | Notes | ||
---|---|---|---|---|---|
Time Spent (ms) | % | Time Spent (ms) | % | ||
query module references | 40,670 | 7% | 5 | 0% | |
get modules from DMI | 54,050 | 9% | 2,667 | 1% | add 200ms delay for first 10 batch of 100 |
store schema set | 417,960 | 73% | 206,220 | 85% | |
update states | 57,170 | 10% | 33,313 | 14% | |
Total | 569,850 | ~9m30s | 242,205 | ~4m3s | Need to add 2 minutes for initial delay: ~6m ~ 55 CM Handles/sec |
K6 Historical and current results, detailed analysis