Pith Number

pith:5WW6Y2ZT

pith:2022:5WW6Y2ZTYZHI7QUOXFNHH2XWF6

not attested not anchored not stored refs pending

A Survey of Multi-Tenant Deep Learning Inference on GPU

Chenchen Liu, Di Wang, Fuxun Yu, Longfei Shangguan, Minjia Zhang, Xiang Chen

arxiv:2203.09040 v3 · 2022-03-17 · cs.DC · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5WW6Y2ZTYZHI7QUOXFNHH2XWF6}

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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

2 papers in Pith

THEMIS: Time, Heterogeneity, and Energy Minded Scheduling for Fair Multi-Tenant Use in FPGAs

Strait: Perceiving Priority and Interference in ML Inference Serving

Receipt and verification

First computed	2026-07-05T04:26:22.916247Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

edadec6b33c64e8fc28eb95a73eaf62fbc728180651072e09709ac2bfe4e8425

Aliases

arxiv: 2203.09040 · arxiv_version: 2203.09040v3 · doi: 10.48550/arxiv.2203.09040 · pith_short_12: 5WW6Y2ZTYZHI · pith_short_16: 5WW6Y2ZTYZHI7QUO · pith_short_8: 5WW6Y2ZT

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/5WW6Y2ZTYZHI7QUOXFNHH2XWF6 \
  | 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: edadec6b33c64e8fc28eb95a73eaf62fbc728180651072e09709ac2bfe4e8425

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c5dc99532c76caa9cd865e41eefac5528d57ed57efcfa93f3831304bbe97c50",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-03-17T02:37:29Z",
    "title_canon_sha256": "1937a1fe1649fcbf2e4b752a1048d3b9146cf16a6b32e8308532d72cd64cf528"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.09040",
    "kind": "arxiv",
    "version": 3
  }
}