Pith Number

pith:6MKJAXBB

pith:2022:6MKJAXBBM37UR7RL4WPJAFRT7C

not attested not anchored not stored refs pending

AsyncFedED: Asynchronous Federated Learning with Euclidean Distance based Adaptive Weight Aggregation

Jiming Chen, Qianqian Yang, Qiyuan Wang, Shibo He, Zhiguo Shi

arxiv:2205.13797 v2 · 2022-05-27 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6MKJAXBBM37UR7RL4WPJAFRT7C}

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

2 papers in Pith

Breaking the Capacity Bottleneck in Model-Heterogeneous Federated Learning via Gradual Model Restoration

Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity

Receipt and verification

First computed	2026-07-05T04:29:34.495156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f314905c2166ff48fe2be59e901633f8ab26aa0675d91e1caf5873aae60e37a3

Aliases

arxiv: 2205.13797 · arxiv_version: 2205.13797v2 · doi: 10.48550/arxiv.2205.13797 · pith_short_12: 6MKJAXBBM37U · pith_short_16: 6MKJAXBBM37UR7RL · pith_short_8: 6MKJAXBB

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/6MKJAXBBM37UR7RL4WPJAFRT7C \
  | 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: f314905c2166ff48fe2be59e901633f8ab26aa0675d91e1caf5873aae60e37a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b23f98ae70f04340e77ac8fc7c9e1b1e3df8a50cb38859a6072c87c86c90793",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-27T07:18:11Z",
    "title_canon_sha256": "87cec20b7a25f13039eb60e9e8fa7204a095b5282fd7dffa03fd8686a37cfa0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.13797",
    "kind": "arxiv",
    "version": 2
  }
}