Pith Number

pith:7TQA27NM

pith:2021:7TQA27NMH55AZYMCY3XSNKSTHN

not attested not anchored not stored refs pending

Sage: Using Unsupervised Learning for Scalable Performance Debugging in Microservices

Christina Delimitrou, David Lo, Mingyu Liang, Sundar Dev, Yu Gan

arxiv:2101.00267 v1 · 2021-01-01 · cs.DC · cs.PF

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7TQA27NMH55AZYMCY3XSNKSTHN}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

The Multi-Agent Fault Localization System Based on Monte Carlo Tree Search Approach

Receipt and verification

First computed	2026-07-05T02:04:16.927079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fce00d7dac3f7a0ce182c6ef26aa533b6f4fbf75172efb8c0b89dda53f647e7f

Aliases

arxiv: 2101.00267 · arxiv_version: 2101.00267v1 · doi: 10.48550/arxiv.2101.00267 · pith_short_12: 7TQA27NMH55A · pith_short_16: 7TQA27NMH55AZYMC · pith_short_8: 7TQA27NM

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/7TQA27NMH55AZYMCY3XSNKSTHN \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: fce00d7dac3f7a0ce182c6ef26aa533b6f4fbf75172efb8c0b89dda53f647e7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa588306064c3fd60e115fa61fbf66ed6f1c0b007aa1b3e0269285ef7a7e2f61",
    "cross_cats_sorted": [
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2021-01-01T16:44:37Z",
    "title_canon_sha256": "3f470b030e4746132e9669e061508321a9704622611de843f06084e25c6ed885"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.00267",
    "kind": "arxiv",
    "version": 1
  }
}