Pith Number

pith:RPV5P6XG

pith:2023:RPV5P6XGEEXCPKKER7S33YYN7M

not attested not anchored not stored refs pending

A Deep Reinforcement Learning based Algorithm for Time and Cost Optimized Scaling of Serverless Applications

Anupama Mampage, Rajkumar Buyya, Shanika Karunasekera

arxiv:2308.11209 v1 · 2023-08-22 · 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{RPV5P6XGEEXCPKKER7S33YYN7M}

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

1 paper in Pith

Deep Reinforcement Learning for Job Scheduling and Resource Management in Cloud Computing: An Algorithm-Level Review

Receipt and verification

First computed	2026-07-05T06:43:31.272379Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8bebd7fae6212e27a9448fe5bde30dfb0ceda54878f9959f62c5e0204283b4a4

Aliases

arxiv: 2308.11209 · arxiv_version: 2308.11209v1 · doi: 10.48550/arxiv.2308.11209 · pith_short_12: RPV5P6XGEEXC · pith_short_16: RPV5P6XGEEXCPKKE · pith_short_8: RPV5P6XG

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/RPV5P6XGEEXCPKKER7S33YYN7M \
  | 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: 8bebd7fae6212e27a9448fe5bde30dfb0ceda54878f9959f62c5e0204283b4a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af0ebb2de72b46b6675010c69efbcf6c334b8756723b939877d1fa0237f0bc0b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-08-22T05:45:58Z",
    "title_canon_sha256": "b16a07fb768827ca668fb2d039fcb9c7768d0d92be0ca99ddb6390346dfcd250"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.11209",
    "kind": "arxiv",
    "version": 1
  }
}