Pith Number

pith:QVHXV6J4

pith:2021:QVHXV6J4AHV345ELMQVDVO7BKA

not attested not anchored not stored refs pending

Enel: Context-Aware Dynamic Scaling of Distributed Dataflow Jobs using Graph Propagation

Alexander Acker, Dominik Scheinert, Houkun Zhu, Jonathan Will, Lauritz Thamsen, Morgan K. Geldenhuys, Odej Kao

arxiv:2108.12211 v3 · 2021-08-27 · 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{QVHXV6J4AHV345ELMQVDVO7BKA}

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	2026-07-05T03:51:44.287304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

854f7af93c01ebbe748b642a3abbe1500616ac91336df4bb90a233d7136e124b

Aliases

arxiv: 2108.12211 · arxiv_version: 2108.12211v3 · doi: 10.48550/arxiv.2108.12211 · pith_short_12: QVHXV6J4AHV3 · pith_short_16: QVHXV6J4AHV345EL · pith_short_8: QVHXV6J4

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/QVHXV6J4AHV345ELMQVDVO7BKA \
  | 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: 854f7af93c01ebbe748b642a3abbe1500616ac91336df4bb90a233d7136e124b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a86fd81c930f1b008d54b3a2e303a46c92bfc5d9bf523ae6c51aa00ea14e186",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2021-08-27T10:21:08Z",
    "title_canon_sha256": "c77de82ca9ee370d184ba690f28475ffd74d25c7a6daa6743fba2f69a6492840"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.12211",
    "kind": "arxiv",
    "version": 3
  }
}