Pith Number

pith:FGPAJMEP

pith:2019:FGPAJMEPTIC36U2O6C2SRO4PIO

not attested not anchored not stored refs pending

Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning

Nicolas Skatchkovsky, Osvaldo Simeone

arxiv:1906.04488 v2 · 2019-06-11 · cs.LG · cs.DC · cs.IT · cs.NI · math.IT · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FGPAJMEPTIC36U2O6C2SRO4PIO}

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

1 paper in Pith

On Analog Gradient Descent Learning over Multiple Access Fading Channels

Receipt and verification

First computed	2026-05-17T23:43:32.407740Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

299e04b08f9a05bf534ef0b528bb8f43aa27f0b6137118e9e5e72fa770f83e37

Aliases

arxiv: 1906.04488 · arxiv_version: 1906.04488v2 · doi: 10.48550/arxiv.1906.04488 · pith_short_12: FGPAJMEPTIC3 · pith_short_16: FGPAJMEPTIC36U2O · pith_short_8: FGPAJMEP

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/FGPAJMEPTIC36U2O6C2SRO4PIO \
  | 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: 299e04b08f9a05bf534ef0b528bb8f43aa27f0b6137118e9e5e72fa770f83e37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60a30d57381c7aed0ecc015d61c096f3e81eabdd5b421ff237ce6cc259d3bd5f",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.IT",
      "cs.NI",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-11T10:38:09Z",
    "title_canon_sha256": "b09ba4ba1617d2b4f86d545586c9d6dd4bc8d8cb5dc27cac5696d680479b72b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.04488",
    "kind": "arxiv",
    "version": 2
  }
}