Pith Number

pith:PXHO6POI

pith:2018:PXHO6POI6HCWYQK4VXPYWDLQGY

not attested not anchored not stored refs pending

Reinforcement Learning-based Resource Allocation in Fog RAN for IoT with Heterogeneous Latency Requirements

Almuthanna T. Nassar, Yasin Yilmaz

arxiv:1806.04582 v2 · 2018-05-27 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PXHO6POI6HCWYQK4VXPYWDLQGY}

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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

A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access

Receipt and verification

First computed	2026-05-17T23:56:15.116102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7dceef3dc8f1c56c415caddf8b0d70362a197f61d678e0cb53d16f94e3df3821

Aliases

arxiv: 1806.04582 · arxiv_version: 1806.04582v2 · doi: 10.48550/arxiv.1806.04582 · pith_short_12: PXHO6POI6HCW · pith_short_16: PXHO6POI6HCWYQK4 · pith_short_8: PXHO6POI

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/PXHO6POI6HCWYQK4VXPYWDLQGY \
  | 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: 7dceef3dc8f1c56c415caddf8b0d70362a197f61d678e0cb53d16f94e3df3821

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f67d4926d12401429d9d2c997171fbea4add665d5ec143950b616dfefa956591",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2018-05-27T15:04:58Z",
    "title_canon_sha256": "e1aa35268b601f20880ceab9bdde899eb3e10e3067664d7448be4b03c45ed61b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.04582",
    "kind": "arxiv",
    "version": 2
  }
}