Pith Number

pith:KFQ4SEVO

pith:2024:KFQ4SEVOQGWZS2Z2DNTCECJHXD

not attested not anchored not stored refs pending

A review on Machine Learning based User-Centric Multimedia Streaming Techniques

Chetna Singhal, Monalisa Ghosh

arxiv:2411.15801 v1 · 2024-11-24 · cs.MM · cs.AI · 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{KFQ4SEVOQGWZS2Z2DNTCECJHXD}

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.

Receipt and verification

First computed	2026-07-05T09:39:41.329093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5161c912ae81ad996b3a1b66220927b8db8ae6e88a35fe81d667ea1e779cda23

Aliases

arxiv: 2411.15801 · arxiv_version: 2411.15801v1 · doi: 10.48550/arxiv.2411.15801 · pith_short_12: KFQ4SEVOQGWZ · pith_short_16: KFQ4SEVOQGWZS2Z2 · pith_short_8: KFQ4SEVO

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/KFQ4SEVOQGWZS2Z2DNTCECJHXD \
  | 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: 5161c912ae81ad996b3a1b66220927b8db8ae6e88a35fe81d667ea1e779cda23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a58de648b6063f04644ec83986a2d90da801ce2b399eaaf48a47c914507701e2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2024-11-24T12:07:47Z",
    "title_canon_sha256": "3146f691f1e0bf748e84c64115d39823629fcb859bec24de66dc939cebe72f3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15801",
    "kind": "arxiv",
    "version": 1
  }
}