Pith Number

pith:XEY5GVCP

pith:2025:XEY5GVCP6D4B2IRRVMAM7OAMW2

not attested not anchored not stored refs pending

Serving Large Language Models on Huawei CloudMatrix384

Bei Wang, Chuanjie Xiao, Depeng Liang, Dong Cao, Fangzheng Miao, Haipei Zhu, Heng Liao, Houjiang Chen, Huaguo Xie, Huatao Wu, Huimin Lin, Hu Liu, Jia Zheng, Jing Xia, Junbo Deng, Juncheng Liu, Ke Xu, Lv Chen, Mosong Zhou, Nan Zou, Peiyang Li, Pengfei Zuo, Ping Zhu, Shirui Lu, Weifeng Gao, Wenli Zhou, Wenxiao Zhang, Xianyu Chang, Xiaolong Bai, Xingkun Yang, Xingyu Liao, Yi Li, Yinggang Wang, Ying Li, Yingyu Diao, Yipeng Li, Yi Xiong, Yongqiang Yang, Yuan Feng, Yujun Ding, Zaijian Zong, Zhangyu Chen, Zhao Qiu, Zhengzhong Yu, Zhibin Yu, Zhou Yu

arxiv:2506.12708 v3 · 2025-06-15 · cs.DC · cs.AI · cs.AR · 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{XEY5GVCP6D4B2IRRVMAM7OAMW2}

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

12 papers in Pith

ASAP: A Disaggregated and Asynchronous Inference System for MoE Prefill

Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid Design

Lynx: Progressive Speculative Quantization for accelerating KV Transfer in Long-Context Inference

Fairness-Aware and Latency-Controllable Scheduling for Chunked-Prefill LLM Serving

UltraEP: Unleash MoE Training and Inference on Rack-Scale Nodes with Near-Optimal Load Balancing

Receipt and verification

First computed	2026-07-05T11:24:23.755234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b931d3544ff0f81d2231ab00cfb80cb69763e43a7040efab1bf5f300ce3cdc26

Aliases

arxiv: 2506.12708 · arxiv_version: 2506.12708v3 · doi: 10.48550/arxiv.2506.12708 · pith_short_12: XEY5GVCP6D4B · pith_short_16: XEY5GVCP6D4B2IRR · pith_short_8: XEY5GVCP

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/XEY5GVCP6D4B2IRRVMAM7OAMW2 \
  | 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: b931d3544ff0f81d2231ab00cfb80cb69763e43a7040efab1bf5f300ce3cdc26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f83a1bf7691ede449fa3898dc17317e98b5a5eaff44109ac82ab3164ca27f7da",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-06-15T03:41:34Z",
    "title_canon_sha256": "2970e99be11a9fce2acb60ef63cf7d561fcb147ad9b6657029321b971fcdf776"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12708",
    "kind": "arxiv",
    "version": 3
  }
}