Pith Number

pith:7X37LWEK

pith:2020:7X37LWEKSGCDS2P5LFDY2D3GUK

not attested not anchored not stored refs pending

Scheduling Real-time Deep Learning Services as Imprecise Computations

Dongxin Liu, Huajie Shao, Jinyang Li, Shengzhong Liu, Shuochao Yao, Tarek Abdelzaher, Tianshi Wang, Yifan Hao, Yiran Zhao

arxiv:2011.01112 v1 · 2020-11-02 · cs.LG · cs.AI · cs.NI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7X37LWEKSGCDS2P5LFDY2D3GUK}

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	2026-07-05T01:48:23.054470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdf7f5d88a91843969fd59478d0f66a2a820e21a6f18eabbbf534c4cbed8cd6e

Aliases

arxiv: 2011.01112 · arxiv_version: 2011.01112v1 · doi: 10.48550/arxiv.2011.01112 · pith_short_12: 7X37LWEKSGCD · pith_short_16: 7X37LWEKSGCDS2P5 · pith_short_8: 7X37LWEK

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/7X37LWEKSGCDS2P5LFDY2D3GUK \
  | 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: fdf7f5d88a91843969fd59478d0f66a2a820e21a6f18eabbbf534c4cbed8cd6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38bf86adc5611b8bdf577c963007c5909451c79783c337c1943eaa15398829a6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-02T16:43:04Z",
    "title_canon_sha256": "7f5f29df90d47867f528b7f4a5ab633858117c9b14dced03f4c24904047ff043"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.01112",
    "kind": "arxiv",
    "version": 1
  }
}