Pith Number

pith:MVTQA6EU

pith:2021:MVTQA6EU544XHO7CE4ZXLTEYVE

not attested not anchored not stored refs pending

Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks

Chenyuan Feng, Deshun Hu, Geyong Min, Howard H. Yang, Tony Q. S. Quek, Zhiwei Zhao

arxiv:2108.09103 v1 · 2021-08-20 · cs.LG · cs.NI · cs.SY · eess.SY

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

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\usepackage{pith}
\pithnumber{MVTQA6EU544XHO7CE4ZXLTEYVE}

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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

3 papers in Pith

C2FL: Clustered Continual Federated Learning under Spatial and Temporal Drift

Mobility Aware Power Control for VCSEL Based Indoor OWC

A Hybrid Gauss Markov LSTM Mobility Model for Indoor OWC

Receipt and verification

First computed	2026-07-05T03:07:34.142026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6567007894ef3973bbe2273375cc98a90d58ee66627705687199922238f06d90

Aliases

arxiv: 2108.09103 · arxiv_version: 2108.09103v1 · doi: 10.48550/arxiv.2108.09103 · pith_short_12: MVTQA6EU544X · pith_short_16: MVTQA6EU544XHO7C · pith_short_8: MVTQA6EU

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/MVTQA6EU544XHO7CE4ZXLTEYVE \
  | 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: 6567007894ef3973bbe2273375cc98a90d58ee66627705687199922238f06d90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e8a6b75bc17d2b9efbded57fa2de8db9e9d7df7ecd5a2fef7c56c8b964056a8",
    "cross_cats_sorted": [
      "cs.NI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-20T10:46:58Z",
    "title_canon_sha256": "c5be7af48a32db7606c1e74b5faf8eb3f67a451d909a8b6fdd129885c9c43640"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.09103",
    "kind": "arxiv",
    "version": 1
  }
}