Pith Number

pith:MW4EJDIN

pith:2022:MW4EJDINIQX7TWBYGFUPZXHM55

not attested not anchored not stored refs pending

Reinforcement Learning Framework for Server Placement and Workload Allocation in Multi-Access Edge Computing

Anahita Mazloomi, Azzam Mourad, Hadi Otrok, Hani Sami, Jamal Bentahar

arxiv:2203.07998 v1 · 2022-02-21 · cs.AI · 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{MW4EJDINIQX7TWBYGFUPZXHM55}

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	2026-07-05T05:12:27.979126Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65b8448d0d442ff9d8383168fcdcecef4e31cf7d3251b261553d12fba061c90c

Aliases

arxiv: 2203.07998 · arxiv_version: 2203.07998v1 · doi: 10.48550/arxiv.2203.07998 · pith_short_12: MW4EJDINIQX7 · pith_short_16: MW4EJDINIQX7TWBY · pith_short_8: MW4EJDIN

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/MW4EJDINIQX7TWBYGFUPZXHM55 \
  | 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: 65b8448d0d442ff9d8383168fcdcecef4e31cf7d3251b261553d12fba061c90c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "695791bd4673427e1d1129fb2c5fb1da9fe73e236bd4260b69e15cc03bc7062a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-02-21T03:04:50Z",
    "title_canon_sha256": "6c55485858d7fd38a669d92a9d16fce5402aa040833c5b15700884d4d4f1bc9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.07998",
    "kind": "arxiv",
    "version": 1
  }
}