Pith Number

pith:M27CSTJY

pith:2021:M27CSTJY74AP2GFBNCTS5YCIUE

not attested not anchored not stored refs pending

Synergy: Resource Sensitive DNN Scheduling in Multi-Tenant Clusters

Amar Phanishayee, Janardhan Kulkarni, Jayashree Mohan, Vijay Chidambaram

arxiv:2110.06073 v2 · 2021-10-12 · 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{M27CSTJY74AP2GFBNCTS5YCIUE}

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	2026-07-05T04:51:05.181200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66be294d38ff00fd18a168a72ee048a1015b718c88c6f91dc8fc5737a8f77ccc

Aliases

arxiv: 2110.06073 · arxiv_version: 2110.06073v2 · doi: 10.48550/arxiv.2110.06073 · pith_short_12: M27CSTJY74AP · pith_short_16: M27CSTJY74AP2GFB · pith_short_8: M27CSTJY

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/M27CSTJY74AP2GFBNCTS5YCIUE \
  | 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: 66be294d38ff00fd18a168a72ee048a1015b718c88c6f91dc8fc5737a8f77ccc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33e9ab149903b5eab561bb36021f67e1c9c5d91c8a7d44eae1ecd488fe805201",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2021-10-12T15:25:54Z",
    "title_canon_sha256": "31fc292270519cb93c1b6f9de56389dbb1387afaa510cd976fe912569a19fbfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.06073",
    "kind": "arxiv",
    "version": 2
  }
}