pith. sign in
Pith Number

pith:SPOC5BLX

pith:2022:SPOC5BLX7VSMRIKKF6QEPD3B6P
not attested not anchored not stored refs pending

FRAS: Federated Reinforcement Learning empowered Adaptive Point Cloud Video Streaming

Bo Han, Pan Hui, Pengyuan Zhou, Yu Gao, Zhi Liu

arxiv:2207.07394 v4 · 2022-07-15 · cs.MM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SPOC5BLX7VSMRIKKF6QEPD3B6P}

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 2026-07-05T05:30:31.009151Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

93dc2e8577fd64c8a14a2fa0478f61f3f7f59ad1dc1047c11fdcfdbab50c708f

Aliases

arxiv: 2207.07394 · arxiv_version: 2207.07394v4 · doi: 10.48550/arxiv.2207.07394 · pith_short_12: SPOC5BLX7VSM · pith_short_16: SPOC5BLX7VSMRIKK · pith_short_8: SPOC5BLX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SPOC5BLX7VSMRIKKF6QEPD3B6P \
  | 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: 93dc2e8577fd64c8a14a2fa0478f61f3f7f59ad1dc1047c11fdcfdbab50c708f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "570f1c831df69db37e84bcd9c38f16046840b321129e8f750b7656bfde40a8b7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2022-07-15T10:48:41Z",
    "title_canon_sha256": "d3890190a0376f50f7644a5c134c49bc45dc6726cef1f425842a9a3a49f76fba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.07394",
    "kind": "arxiv",
    "version": 4
  }
}