Pith Number

pith:52G7C5WU

pith:2025:52G7C5WUSILRWU54JDPB5KJU6E

not attested not anchored not stored refs pending

Understanding the Performance and Power of LLM Inferencing on Edge Accelerators

Mayank Arya, Yogesh Simmhan

arxiv:2506.09554 v2 · 2025-06-11 · 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{52G7C5WUSILRWU54JDPB5KJU6E}

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

1 paper in Pith

Does Mixture-of-Experts Actually Help Inference on Consumer and Edge Hardware? An Empirical Study

Receipt and verification

First computed	2026-07-05T11:20:14.696141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee8df176d492171b53bc48de1ea934f10b5ffd1842ddf1535a8545df90f2f0e4

Aliases

arxiv: 2506.09554 · arxiv_version: 2506.09554v2 · doi: 10.48550/arxiv.2506.09554 · pith_short_12: 52G7C5WUSILR · pith_short_16: 52G7C5WUSILRWU54 · pith_short_8: 52G7C5WU

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/52G7C5WUSILRWU54JDPB5KJU6E \
  | 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: ee8df176d492171b53bc48de1ea934f10b5ffd1842ddf1535a8545df90f2f0e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c843543b3cfcd2c386e0e7e53ec1e1b299a2de940ba01fe775ffe9331f83a1b8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-06-11T09:36:32Z",
    "title_canon_sha256": "e7ecc7d5d6cea9452bed0e6c049ab8780b52105348ec7d03b06af088341c67bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09554",
    "kind": "arxiv",
    "version": 2
  }
}