Pith. sign in
Pith Number

pith:HEBFKBHE

pith:2023:HEBFKBHE2T6EROQK6HQ53YAFI6
not attested not anchored not stored refs pending

Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications

Hyunseok Chang, Limin Wang, Prashant Shenoy, Sarit Mukherjee, T. V. Lakshman, Walid A. Hanafy

arxiv:2305.03165 v2 · 2023-05-04 · cs.PF

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\usepackage{pith}
\pithnumber{HEBFKBHE2T6EROQK6HQ53YAFI6}

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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.
Receipt and verification
First computed 2026-07-05T06:29:01.574282Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

39025504e4d4fc48ba0af1e1dde005478e5e10d32d627794102b2b73e6611b95

Aliases

arxiv: 2305.03165 · arxiv_version: 2305.03165v2 · doi: 10.48550/arxiv.2305.03165 · pith_short_12: HEBFKBHE2T6E · pith_short_16: HEBFKBHE2T6EROQK · pith_short_8: HEBFKBHE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HEBFKBHE2T6EROQK6HQ53YAFI6 \
  | 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: 39025504e4d4fc48ba0af1e1dde005478e5e10d32d627794102b2b73e6611b95
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3cc09f49224dec7a65199808d2c7c16b5ff090e85b44018411b61bca8e453e2a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PF",
    "submitted_at": "2023-05-04T21:40:09Z",
    "title_canon_sha256": "92b11e0c6a4f29935416645a32609a0a81c65cb9d4d1ce7be4a560c5c668055e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.03165",
    "kind": "arxiv",
    "version": 2
  }
}