Pith Number

pith:U6A4KXFO

pith:2026:U6A4KXFOFRNGAENONH3ZZKI2TX

not attested not anchored not stored refs pending

ViBE: Co-Optimizing Workload Skew and Hardware Variability for MoE Serving

Divya Mahajan, Ephrem Wu, Marko Scrbak, Seokjin Go, Srilatha Manne

arxiv:2606.00735 v1 · 2026-05-30 · cs.DC · 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{U6A4KXFOFRNGAENONH3ZZKI2TX}

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	2026-06-02T01:04:04.178759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a781c55cae2c5a6011ae69f79ca91a9dc5cf27f9c8bfacd23e810154eee1e58e

Aliases

arxiv: 2606.00735 · arxiv_version: 2606.00735v1 · doi: 10.48550/arxiv.2606.00735 · pith_short_12: U6A4KXFOFRNG · pith_short_16: U6A4KXFOFRNGAENO · pith_short_8: U6A4KXFO

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/U6A4KXFOFRNGAENONH3ZZKI2TX \
  | 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: a781c55cae2c5a6011ae69f79ca91a9dc5cf27f9c8bfacd23e810154eee1e58e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12a2697d3af9cf7688cb5c02319340900f68f12498fc75d01ea463c6ba3bee6a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-05-30T13:57:09Z",
    "title_canon_sha256": "d4cff576410ab0022fc9c8d58964d25f2bc4da21bdfe314c0760f967f2f41a36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00735",
    "kind": "arxiv",
    "version": 1
  }
}