Pith Number

pith:4RHE3DSI

pith:2025:4RHE3DSICQTDFBXSOQSXZ6BMMD

not attested not anchored not stored refs pending

Graph Neural Network-Based Collaborative Perception for Adaptive Scheduling in Distributed Systems

Qiyuan Wu, Renzi Meng, Sheng Chai, Tengda Tang, Wenxuan Zhu, Xuehui Quan

arxiv:2505.16248 v1 · 2025-05-22 · cs.LG

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\usepackage{pith}
\pithnumber{4RHE3DSICQTDFBXSOQSXZ6BMMD}

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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

Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks

Receipt and verification

First computed	2026-07-05T11:07:32.152901Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e44e4d8e4814263286f274257cf82c60f6e9508b02deeb2db62d720486a38e6a

Aliases

arxiv: 2505.16248 · arxiv_version: 2505.16248v1 · doi: 10.48550/arxiv.2505.16248 · pith_short_12: 4RHE3DSICQTD · pith_short_16: 4RHE3DSICQTDFBXS · pith_short_8: 4RHE3DSI

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/4RHE3DSICQTDFBXSOQSXZ6BMMD \
  | 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: e44e4d8e4814263286f274257cf82c60f6e9508b02deeb2db62d720486a38e6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f45c8af3a3704c746ce69311740731dc1b10fbeca12c14e23f2c3002b7b6c39",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-22T05:34:02Z",
    "title_canon_sha256": "9b5deefb2dfb0174a4afe41a215c538ec3080afab99ab92d393325f59ccf0b82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16248",
    "kind": "arxiv",
    "version": 1
  }
}