Pith Number

pith:LDAQ6UWS

pith:2018:LDAQ6UWSF23H6HYDXZKMFQ7KD5

not attested not anchored not stored refs pending

TicTac: Accelerating Distributed Deep Learning with Communication Scheduling

Roy H. Campbell, Sangeetha Abdu Jyothi, Sayed Hadi Hashemi

arxiv:1803.03288 v2 · 2018-03-08 · cs.DC · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LDAQ6UWSF23H6HYDXZKMFQ7KD5}

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.

Cited by

2 papers in Pith

PyTorch Distributed: Experiences on Accelerating Data Parallel Training

CCL-Bench 1.0: A Trace-Based Benchmark for LLM Infrastructure

Receipt and verification

First computed	2026-05-18T00:04:07.871117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58c10f52d22eb67f1f03be54c2c3ea1f633cb34e2dac6ff64f36c2a51d93046c

Aliases

arxiv: 1803.03288 · arxiv_version: 1803.03288v2 · doi: 10.48550/arxiv.1803.03288 · pith_short_12: LDAQ6UWSF23H · pith_short_16: LDAQ6UWSF23H6HYD · pith_short_8: LDAQ6UWS

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/LDAQ6UWSF23H6HYDXZKMFQ7KD5 \
  | 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: 58c10f52d22eb67f1f03be54c2c3ea1f633cb34e2dac6ff64f36c2a51d93046c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7685537673dbc01341d53deb8dc0fc20b9738b1a276e5a0cc61b5c2772e8bcac",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2018-03-08T20:03:51Z",
    "title_canon_sha256": "a1314a8cf5cc6199fc6096b9daa2be127c4351b5ff851423b755f00780cff1e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.03288",
    "kind": "arxiv",
    "version": 2
  }
}