Pith Number

pith:2UIEIM2F

pith:2021:2UIEIM2F2AJ2TF2APRQ65EKORT

not attested not anchored not stored refs pending

Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching

Chong Zheng, Shengheng Liu, Tony Q. S. Quek, Yongming Huang

arxiv:2110.10349 v2 · 2021-10-20 · cs.LG · cs.AI · cs.CR · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2UIEIM2F2AJ2TF2APRQ65EKORT}

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	2026-07-05T04:38:45.519254Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d510443345d013a997407c61ee914e8cc7a69f2457025620a87c16eae6e7e4eb

Aliases

arxiv: 2110.10349 · arxiv_version: 2110.10349v2 · doi: 10.48550/arxiv.2110.10349 · pith_short_12: 2UIEIM2F2AJ2 · pith_short_16: 2UIEIM2F2AJ2TF2A · pith_short_8: 2UIEIM2F

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/2UIEIM2F2AJ2TF2APRQ65EKORT \
  | 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: d510443345d013a997407c61ee914e8cc7a69f2457025620a87c16eae6e7e4eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5230ac39e78d364d6f2df934cd690d53df4dec63ee0a504a3a9b07448645f59",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-20T02:48:27Z",
    "title_canon_sha256": "1c9eb66b4c094f8a06a5e48b6a63d6604bd565b5dd2b268253fa5efb22e7677e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.10349",
    "kind": "arxiv",
    "version": 2
  }
}