Pith Number

pith:6IN5RTHQ

pith:2025:6IN5RTHQ3URNDFN7LHJL6EJAAS

not attested not anchored not stored refs pending

Niyama : Breaking the Silos of LLM Inference Serving

Jayashree Mohan, Kanishk Goel, Nipun Kwatra, Ramachandran Ramjee, Ravi Shreyas Anupindi

arxiv:2503.22562 v1 · 2025-03-28 · cs.LG · cs.AI · 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{6IN5RTHQ3URNDFN7LHJL6EJAAS}

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

3 papers in Pith

Beyond Prediction: Tail-Aware Scheduling for LLM Inference

Blink: CPU-Free LLM Inference by Delegating the Serving Stack to GPU and SmartNIC

Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda

Receipt and verification

First computed	2026-07-05T10:41:06.826568Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f21bd8ccf0dd22d195bf59d2bf112004b1044e08c0bb116fbc221f9010979319

Aliases

arxiv: 2503.22562 · arxiv_version: 2503.22562v1 · doi: 10.48550/arxiv.2503.22562 · pith_short_12: 6IN5RTHQ3URN · pith_short_16: 6IN5RTHQ3URNDFN7 · pith_short_8: 6IN5RTHQ

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/6IN5RTHQ3URNDFN7LHJL6EJAAS \
  | 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: f21bd8ccf0dd22d195bf59d2bf112004b1044e08c0bb116fbc221f9010979319

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb46404fec1f30c1b306fd940742bc31971e1643556ae761e904a88d2b6c46df",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-28T16:04:20Z",
    "title_canon_sha256": "d90b060c0cc9b40ce39c73a2744d97926a608052784e0836939b9e9f2db82f3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22562",
    "kind": "arxiv",
    "version": 1
  }
}