Pith Number

pith:AGZNBM6W

pith:2021:AGZNBM6WKSSNNTJG7JVKHF5OLO

not attested not anchored not stored refs pending

Adaptive Scheduling for Machine Learning Tasks over Networks

Konstantinos Gatsis

arxiv:2101.10007 v1 · 2021-01-25 · cs.LG · cs.SY · eess.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AGZNBM6WKSSNNTJG7JVKHF5OLO}

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	2026-07-05T02:09:24.620482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01b2d0b3d654a4d6cd26fa6aa397ae5b84a2d78d5cdf43e6fadbd35de90b9765

Aliases

arxiv: 2101.10007 · arxiv_version: 2101.10007v1 · doi: 10.48550/arxiv.2101.10007 · pith_short_12: AGZNBM6WKSSN · pith_short_16: AGZNBM6WKSSNNTJG · pith_short_8: AGZNBM6W

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/AGZNBM6WKSSNNTJG7JVKHF5OLO \
  | 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: 01b2d0b3d654a4d6cd26fa6aa397ae5b84a2d78d5cdf43e6fadbd35de90b9765

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "958de4d81204ab115b1cf18902b557e4d1a9ac949164b4513e6daaeccb7cd54a",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-25T10:59:00Z",
    "title_canon_sha256": "56411549c8be6db567dbadb1253598751a32168eff560210ae41ad95b92a7c51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.10007",
    "kind": "arxiv",
    "version": 1
  }
}