Pith Number

pith:UUA4CEJ5

pith:2024:UUA4CEJ53EH5X36T2DPLYBYZQR

not attested not anchored not stored refs pending

Rubick: Exploiting Job Reconfigurability for Deep Learning Cluster Scheduling

Fangming Liu, Fei Xu, Hanyu Zhao, Wei Lin, Wencong Xiao, Xianyan Jia, Xinyi Zhang, Yong Li

arxiv:2408.08586 v1 · 2024-08-16 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UUA4CEJ53EH5X36T2DPLYBYZQR}

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

Learning In Chaos: Efficient Autoscaling and Self-Healing for Multi-Party Distributed Training

Receipt and verification

First computed	2026-07-05T08:55:57.076573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a501c1113dd90fdbefd3d0debc0719844b5088869a56e30fdcb5679c6be61594

Aliases

arxiv: 2408.08586 · arxiv_version: 2408.08586v1 · doi: 10.48550/arxiv.2408.08586 · pith_short_12: UUA4CEJ53EH5 · pith_short_16: UUA4CEJ53EH5X36T · pith_short_8: UUA4CEJ5

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/UUA4CEJ53EH5X36T2DPLYBYZQR \
  | 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: a501c1113dd90fdbefd3d0debc0719844b5088869a56e30fdcb5679c6be61594

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27eb34d148b736e88ae39562373744f99f48bc64eabf51404e4a5fc7c5db1556",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-08-16T07:41:52Z",
    "title_canon_sha256": "f0ef24d3171a7a1d640b332dc7585cbe1a48f27e0fe1745a5f8d0095606f5d30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08586",
    "kind": "arxiv",
    "version": 1
  }
}