Pith Number

pith:LWLE42BQ

pith:2025:LWLE42BQZ5AHEDJG74RFUXAVM4

not attested not anchored not stored refs pending

Scalability Optimization in Cloud-Based AI Inference Services: Strategies for Real-Time Load Balancing and Automated Scaling

Yihong Jin, Ze Yang

arxiv:2504.15296 v1 · 2025-04-16 · cs.DC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LWLE42BQZ5AHEDJG74RFUXAVM4}

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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

1 paper in Pith

Leveraging Large Language Model for Intelligent Log Processing and Autonomous Debugging in Cloud AI Platforms

Receipt and verification

First computed	2026-07-05T10:52:00.097716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d964e6830cf40720d26ff225a5c156702e54af100eeeb27fe27a6b740720b51

Aliases

arxiv: 2504.15296 · arxiv_version: 2504.15296v1 · doi: 10.48550/arxiv.2504.15296 · pith_short_12: LWLE42BQZ5AH · pith_short_16: LWLE42BQZ5AHEDJG · pith_short_8: LWLE42BQ

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/LWLE42BQZ5AHEDJG74RFUXAVM4 \
  | 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: 5d964e6830cf40720d26ff225a5c156702e54af100eeeb27fe27a6b740720b51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d881986c4821095d7ca9659c9220c4295728373ec3d0838e22a629cf621db1d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-04-16T04:00:04Z",
    "title_canon_sha256": "23076588dd683c42c20130ac6b7106ad18f8933cd7bc5edd18e636bca9fe0898"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.15296",
    "kind": "arxiv",
    "version": 1
  }
}