Pith Number

pith:MA4AM4II

pith:2025:MA4AM4II5SONAL65FMIAM2OXX2

not attested not anchored not stored refs pending

Autonomous Resource Management in Microservice Systems via Reinforcement Learning

Ming Gong, Nia Qi, Wuyang Zhang, Yingnan Deng, Yujun Zou, Zhihao Xue

arxiv:2507.12879 v1 · 2025-07-17 · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MA4AM4II5SONAL65FMIAM2OXX2}

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.

Receipt and verification

First computed	2026-07-05T11:38:40.782903Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6038067108ec9cd02fdd2b100669d7bea2a620d1072ac5307573b842fd7eba82

Aliases

arxiv: 2507.12879 · arxiv_version: 2507.12879v1 · doi: 10.48550/arxiv.2507.12879 · pith_short_12: MA4AM4II5SON · pith_short_16: MA4AM4II5SONAL65 · pith_short_8: MA4AM4II

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/MA4AM4II5SONAL65FMIAM2OXX2 \
  | 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: 6038067108ec9cd02fdd2b100669d7bea2a620d1072ac5307573b842fd7eba82

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e07390af7c95622029ea08fe0a1402d93ee7fdc88159f52624abed916ac05c8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-07-17T07:58:16Z",
    "title_canon_sha256": "e4dc3582ea72feedbdfedf76d0f7fb524c153069321b2a263662a9705abde3cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12879",
    "kind": "arxiv",
    "version": 1
  }
}