Pith Number

pith:GYGKXLF2

pith:2022:GYGKXLF2LC4HOCEDTXPCWQSQOI

not attested not anchored not stored refs pending

A Machine Learning Framework for Distributed Functional Compression over Wireless Channels in IoT

Afshin Abdi, Faramarz Fekri, Yashas Malur Saidutta

arxiv:2201.09483 v2 · 2022-01-24 · cs.LG · cs.DC · cs.IT · eess.SP · 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{GYGKXLF2LC4HOCEDTXPCWQSQOI}

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

Goal-Oriented Logic-based Semantic Communication for Neuro-Symbolic Reasoning with Applications onto Autonomous Driving

Receipt and verification

First computed	2026-07-05T06:05:26.083400Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

360cabacba58b87708839dde2b4250721d2f3bfedcf3f5377c21216ee1ef024e

Aliases

arxiv: 2201.09483 · arxiv_version: 2201.09483v2 · doi: 10.48550/arxiv.2201.09483 · pith_short_12: GYGKXLF2LC4H · pith_short_16: GYGKXLF2LC4HOCED · pith_short_8: GYGKXLF2

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/GYGKXLF2LC4HOCEDTXPCWQSQOI \
  | 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: 360cabacba58b87708839dde2b4250721d2f3bfedcf3f5377c21216ee1ef024e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "846ceab1126e0d4d3fb5feea6329798e958690b76661607c80a0e9ecfdb8d211",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.IT",
      "eess.SP",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-24T06:38:39Z",
    "title_canon_sha256": "e4aaab81e5a1987a6a639659416f3623561aecf74508992a7f763916bdcbe569"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.09483",
    "kind": "arxiv",
    "version": 2
  }
}