Pith Number

pith:GPVCMM3J

pith:2024:GPVCMM3JJFSYVSITNJX4AN5GWR

not attested not anchored not stored refs pending

Input-Based Ensemble-Learning Method for Dynamic Memory Configuration of Serverless Computing Functions

Maria A. Rodriguez, Rajkumar Buyya, Siddharth Agarwal

arxiv:2411.07444 v1 · 2024-11-12 · cs.DC · cs.AI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GPVCMM3JJFSYVSITNJX4AN5GWR}

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	2026-07-05T09:34:23.967791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33ea26336949658ac9136a6fc037a6b4414f0b876a8a3c276f51f9cb171fb80e

Aliases

arxiv: 2411.07444 · arxiv_version: 2411.07444v1 · doi: 10.48550/arxiv.2411.07444 · pith_short_12: GPVCMM3JJFSY · pith_short_16: GPVCMM3JJFSYVSIT · pith_short_8: GPVCMM3J

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/GPVCMM3JJFSYVSITNJX4AN5GWR \
  | 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: 33ea26336949658ac9136a6fc037a6b4414f0b876a8a3c276f51f9cb171fb80e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "978c90937382324de7b5552cb35ed2289495defabc20c00cfbea40f82140deac",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-11-12T00:03:11Z",
    "title_canon_sha256": "69c6b9421768d34683e47a39f0851167327c94991a33ef830b555d2f0a535da5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.07444",
    "kind": "arxiv",
    "version": 1
  }
}