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Add CMS-with-heap top-k demo and benchmark vs exact - #22

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zzylol wants to merge 77 commits into

feat/kll-prometheus-grafanafrom

feat/cmsheap-topk-demo

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Add CMS-with-heap top-k demo and benchmark vs exact#22
zzylol wants to merge 77 commits into
feat/kll-prometheus-grafanafrom
feat/cmsheap-topk-demo

Commits on Jul 6, 2026
- Initial commit
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  4a44feb
- Add OTAP Dataflow processor (asap_sketches) — public snapshot
  
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- Scrub internal references from docs and comments
  
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Commits on Jul 13, 2026
- Wire msgpack full + delta into the asap_sketches processor (#1)
  
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- docs: add Code map linking topology seams to source (permalinks) (#3)
  
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- Remove producer-side sampling (not public yet) (#4)
  
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Commits on Jul 27, 2026
- docs: add sketch envelope data model doc
  
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- Update README.md
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- docs: fix data model consistency issues
  
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- docs: add control-plane/data-plane and IPC-statefulness discussion
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Commits on Aug 9, 2026
- docs: add OTAP multivariate metrics aside to data model doc
  
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- feat(otap): implement Schema/Dictionary/Record codec from data_model.md
  
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Commits on Aug 10, 2026
- feat(otap): real plugin integration + Arrow IPC network transport
  
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Commits on Aug 24, 2026
Commits on Aug 31, 2026
- test(otap): demo sketch create -> merge -> estimate in one YAML pipeline
  
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- docs(otap): draw the demo topology as a mermaid flowchart
  
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- feat(otap): map sketch protocol onto native metrics joins
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- feat(demo): add runnable native OTAP sketch pipeline
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- feat(demo): print OTLP and OTAP at every pipeline hop
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- feat(demo): render protocol traces as readable tables
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- feat(demo): merge sketches from two 100-point sources
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- feat(otap): carry self-describing sketches as summaries
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- fix(otap): carry sketches in ASAPv1 envelopes
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- refactor(otap): remove obsolete private sketch transport
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- refactor(otap): run each sketch stage in its own process
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- perf(otap): add nightly ASAP sketch benchmark
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Commits on Sep 2, 2026
Commits on Sep 3, 2026
Commits on Sep 30, 2026
- Benchmark sustained OTLP streaming and real network resource use (#19)
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Commits on Oct 4, 2026
- Connect KLL demo estimates to Prometheus and Grafana
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- Document KLL demo before and after with captured examples
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- Add persistent KLL pane merging and rolling Prometheus demo
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Commits on Oct 12, 2026
- Run the KLL demo as pinned multi-process pipelines next to exact
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- Move asap_sketchlib pin to main for the CMSHeap ASAPv1 payload
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- Add CMSHeapWrapper over asap_sketchlib CMSHeap
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- Accept CMSHeap ASAPv1 payloads in the OTAP sketch carrier
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- Add CMS-with-heap and exact top-k streaming scenarios and dashboard
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- Document the CMS-with-heap top-k demo and benchmark scenarios
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- Add top-k dashboard screenshot; pin throughput and recall axes
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- Add top-k benchmark results from a 56-core x86 server sweep
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Commits

Commits on Jul 6, 2026

Commits on Jul 13, 2026

Commits on Jul 27, 2026

Commits on Aug 9, 2026

Commits on Aug 10, 2026

Commits on Aug 24, 2026

Commits on Aug 31, 2026

Commits on Sep 2, 2026

Commits on Sep 3, 2026

Commits on Sep 30, 2026

Commits on Oct 4, 2026

Commits on Oct 12, 2026