Pith Number

pith:BPOYKR7G

pith:2026:BPOYKR7GJWYP7XDA6DZSDP3PMB

not attested not anchored not stored refs pending

Performance Drift Detection in Machine Learning as a Service (MLaaS) for IoT Environments

Aneesh Krishna, Deepak Kanneganti, Erik Elmroth, Monowar Bhuyan, Sajib Mistry, Sheik Mohammad Mostakim Fattah

arxiv:2608.18555 v1 · 2026-08-19 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BPOYKR7GJWYP7XDA6DZSDP3PMB}

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	2026-08-20T01:23:03.980057Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bdd8547e64db0ffdc60f0f321bf6f6072b4bc1a00b09ca32bd1982747c0cfe6

Aliases

arxiv: 2608.18555 · arxiv_version: 2608.18555v1 · doi: 10.48550/arxiv.2608.18555 · pith_short_12: BPOYKR7GJWYP · pith_short_16: BPOYKR7GJWYP7XDA · pith_short_8: BPOYKR7G

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/BPOYKR7GJWYP7XDA6DZSDP3PMB \
  | 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: 0bdd8547e64db0ffdc60f0f321bf6f6072b4bc1a00b09ca32bd1982747c0cfe6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3d39fb81841ce264f114c76b519cf96bf7148efeec0a1990348611fd2461e4a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-19T05:24:44Z",
    "title_canon_sha256": "a4aecad7517da57a47a02e723f79393e448c303c318a4ff52b2c627b39e66d64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.18555",
    "kind": "arxiv",
    "version": 1
  }
}