Pith Number

pith:N64Y3K2S

pith:2024:N64Y3K2SJGS6U4CKWM5ATTYHTN

not attested not anchored not stored refs pending

Don't Stop Me Now: Embedding Based Scheduling for LLMs

Chunwei Liu, Eran Malach, Michael Mitzenmacher, Minlan Yu, Rana Shahout, Weifan Jiang

arxiv:2410.01035 v1 · 2024-10-01 · 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{N64Y3K2SJGS6U4CKWM5ATTYHTN}

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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

7 papers in Pith

Geometry-Aware Online Scheduling for LLM Serving: From Theoretical Bound to System Practice

Beyond Prediction: Tail-Aware Scheduling for LLM Inference

PALS: Power-Aware LLM Serving for Mixture-of-Experts Models

Tackling the Data-Parallel Load Balancing Bottleneck in LLM Serving: Practical Online Routing at Scale

A Queueing-Theoretic Framework for Stability Analysis of LLM Inference with KV Cache Memory Constraints

Receipt and verification

First computed	2026-07-05T09:14:42.154658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6fb98dab5249a5ea704ab33a09cf079b5127150c6f3d68cbdbbd7d2404369fc3

Aliases

arxiv: 2410.01035 · arxiv_version: 2410.01035v1 · doi: 10.48550/arxiv.2410.01035 · pith_short_12: N64Y3K2SJGS6 · pith_short_16: N64Y3K2SJGS6U4CK · pith_short_8: N64Y3K2S

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/N64Y3K2SJGS6U4CKWM5ATTYHTN \
  | 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: 6fb98dab5249a5ea704ab33a09cf079b5127150c6f3d68cbdbbd7d2404369fc3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be385a3e7a1f545cb0ee573b26ab08d11f8b77778c6425ac2500200d1dddbd38",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-01T19:51:07Z",
    "title_canon_sha256": "882c6d02c795ea8f76dad47be433bbef00cf6ac515019e5e32eb0c50bbb7c28d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01035",
    "kind": "arxiv",
    "version": 1
  }
}