Pith Number

pith:LK57G3W6

pith:2025:LK57G3W6DX34HRMAJ3LDND7PP7

not attested not anchored not stored refs pending

EcoServe: Enabling Cost-effective LLM Serving with Proactive Intra- and Inter-Instance Orchestration

Hongbin Zhang, Jiangsu Du, Kaiyi Wu, Taosheng Wei, Yutong Lu, Zhenyi Zheng, Zhiguang Chen

arxiv:2504.18154 v1 · 2025-04-25 · 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{LK57G3W6DX34HRMAJ3LDND7PP7}

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

2 papers in Pith

Beyond Greedy Chunking: SLO-Aware Sliding-Window Scheduling for LLM Inference

PipeMax: Enhancing Offline LLM Inference on Commodity GPU Servers

Receipt and verification

First computed	2026-07-05T10:54:02.873978Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5abbf36ede1df7c3c5804ed6368fef7fccffc02e846d0167cb3b721e56a5533f

Aliases

arxiv: 2504.18154 · arxiv_version: 2504.18154v1 · doi: 10.48550/arxiv.2504.18154 · pith_short_12: LK57G3W6DX34 · pith_short_16: LK57G3W6DX34HRMA · pith_short_8: LK57G3W6

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/LK57G3W6DX34HRMAJ3LDND7PP7 \
  | 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: 5abbf36ede1df7c3c5804ed6368fef7fccffc02e846d0167cb3b721e56a5533f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6110d1894df0054e9375864fe3716777214163987a26d440118f3eef799fd914",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-04-25T08:06:22Z",
    "title_canon_sha256": "487d6e0310de58e98f9af21efc1786c22554830b11286953e5af4f3b8aab5643"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18154",
    "kind": "arxiv",
    "version": 1
  }
}