Pith Number

pith:VSPHCPNV

pith:2024:VSPHCPNV2SULKEL7O2N2T336KL

not attested not anchored not stored refs pending

Dynamic Optimization of Storage Systems Using Reinforcement Learning Techniques

Chang Zhou, Chiyu Cheng, Yang Zhao

arxiv:2501.00068 v2 · 2024-12-29 · cs.OS · 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{VSPHCPNV2SULKEL7O2N2T336KL}

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	2026-07-05T11:57:33.771081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac9e713db5d4a8b5117f769ba9ef7e52fb74ab05af6f44258bb0e3880da2b66f

Aliases

arxiv: 2501.00068 · arxiv_version: 2501.00068v2 · doi: 10.48550/arxiv.2501.00068 · pith_short_12: VSPHCPNV2SUL · pith_short_16: VSPHCPNV2SULKEL7 · pith_short_8: VSPHCPNV

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/VSPHCPNV2SULKEL7O2N2T336KL \
  | 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: ac9e713db5d4a8b5117f769ba9ef7e52fb74ab05af6f44258bb0e3880da2b66f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0bbcf5812f9579485ca55650b842a0b870c4027cadb897aa3b4b8c53081b82e",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.OS",
    "submitted_at": "2024-12-29T17:41:40Z",
    "title_canon_sha256": "8dca91c8916c8d2c9973f033891028a6476796ed421bd7d956909463f6c28020"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00068",
    "kind": "arxiv",
    "version": 2
  }
}