Pith Number

pith:C2MPQQBS

pith:2024:C2MPQQBSGDDBFMJY7EMQTT6RLQ

not attested not anchored not stored refs pending

ServeFlow: A Fast-Slow Model Architecture for Network Traffic Analysis

Gerry Wan, Jeewon Chae, Jonatas Marques, Nick Feamster, Sanjay Krishnan, Shinan Liu, Ted Shaowang

arxiv:2402.03694 v2 · 2024-02-06 · cs.NI · 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{C2MPQQBSGDDBFMJY7EMQTT6RLQ}

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

SpliDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate

Receipt and verification

First computed	2026-07-05T09:24:56.502468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1698f8403230c612b138f91909cfd15c3a1444bbcadfc931502385a4b1fac25f

Aliases

arxiv: 2402.03694 · arxiv_version: 2402.03694v2 · doi: 10.48550/arxiv.2402.03694 · pith_short_12: C2MPQQBSGDDB · pith_short_16: C2MPQQBSGDDBFMJY · pith_short_8: C2MPQQBS

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/C2MPQQBSGDDBFMJY7EMQTT6RLQ \
  | 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: 1698f8403230c612b138f91909cfd15c3a1444bbcadfc931502385a4b1fac25f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bd865db84052ebe1d865e864d21fe5140feba7639a826ce3c9988dfb4596454",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-02-06T04:28:33Z",
    "title_canon_sha256": "b967b4bf64c992dfb6b8fb29bc3a2f510bd4e08222f13331f5535e1ef7d98026"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03694",
    "kind": "arxiv",
    "version": 2
  }
}