Pith Number

pith:YCJA3GXK

pith:2025:YCJA3GXKDNWGJDVWVUBHPSNSZN

not attested not anchored not stored refs pending

QPART: Adaptive Model Quantization and Dynamic Workload Balancing for Accuracy-aware Edge Inference

Bo Ji, Deepu John, Dimitrios S. Nikolopoulos, Hans Vandierendonck, Saeid Ghafouri, Xiangchen Li

arxiv:2506.23934 v1 · 2025-06-30 · cs.DC · cs.AI · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YCJA3GXKDNWGJDVWVUBHPSNSZN}

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	2026-07-05T11:29:30.344480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0920d9aea1b6c648eb6ad0277c9b2cb537f670306c1bab803e3b82f2d6a8c96

Aliases

arxiv: 2506.23934 · arxiv_version: 2506.23934v1 · doi: 10.48550/arxiv.2506.23934 · pith_short_12: YCJA3GXKDNWG · pith_short_16: YCJA3GXKDNWGJDVW · pith_short_8: YCJA3GXK

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/YCJA3GXKDNWGJDVWVUBHPSNSZN \
  | 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: c0920d9aea1b6c648eb6ad0277c9b2cb537f670306c1bab803e3b82f2d6a8c96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74e2925fb5005be7e01f75fef09c742e4a3179cc2cce5cfbf44e7f55fb9dcbce",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-06-30T15:03:35Z",
    "title_canon_sha256": "218e01f74a50308c08e9a4c7830ab13762f53f56f3e0bc21d6169e2994b07667"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23934",
    "kind": "arxiv",
    "version": 1
  }
}