Pith. sign in
Pith Number

pith:GWM6BGNW

pith:2025:GWM6BGNWLSXPKROOWGVVFBMGEX
not attested not anchored not stored refs pending

Intelligent Task Scheduling for Microservices via A3C-Based Reinforcement Learning

Tengda Tang, Yang Wang, Yifei Duan, Yingnan Deng, Zhou Fang

arxiv:2505.00299 v1 · 2025-05-01 · cs.DC · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GWM6BGNWLSXPKROOWGVVFBMGEX}

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 2026-07-05T10:57:11.181440Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3599e099b65caef545ceb1ab52858625d5ca26859249b0780440403f3d7a2090

Aliases

arxiv: 2505.00299 · arxiv_version: 2505.00299v1 · doi: 10.48550/arxiv.2505.00299 · pith_short_12: GWM6BGNWLSXP · pith_short_16: GWM6BGNWLSXPKROO · pith_short_8: GWM6BGNW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GWM6BGNWLSXPKROOWGVVFBMGEX \
  | 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: 3599e099b65caef545ceb1ab52858625d5ca26859249b0780440403f3d7a2090
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8d90d382e035ecb663a2ecc86b4d2d78d144017757c004ca1879fe122d45087a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-05-01T04:42:48Z",
    "title_canon_sha256": "359912eb135067d8f88a81d217fc471e310f1be3938fe20d1c9bd0efe04efad7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00299",
    "kind": "arxiv",
    "version": 1
  }
}