Paper Citation Record · LEDGER

HCCL: Collective Communication for Meta Training and Inference Accelerators

As of 9 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.00358.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.00358 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:41:51.969063Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact1
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2a359d36-130c-478c-b7f4-bdb11a05c2ed · outbound

This paper cites RCCL: ROCm communication collectives library,.

HCCL: Collective Communication for Meta Training and Inference Accelerators RCCL: ROCm communication collectives library,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:49.574032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de22046a-bf16-4a03-9a83-f9b2fed0a483 · outbound

This paper cites MPICH: High-performance portable MPI,.

HCCL: Collective Communication for Meta Training and Inference Accelerators MPICH: High-performance portable MPI,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:49.618432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae7bcaf3-84ea-45c9-b0f3-cfbf3393936f · outbound

This paper cites SHMEM user’s guide for C,.

HCCL: Collective Communication for Meta Training and Inference Accelerators SHMEM user’s guide for C,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:49.688968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f88c2d98-562a-4443-adb0-64b623d3582d · outbound

This paper cites Meta’s second generation ai chip: Model-chip co-design and productionization experiences,.

HCCL: Collective Communication for Meta Training and Inference Accelerators Meta’s second generation ai chip: Model-chip co-design and productionization experiences,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:49.746892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e67b9375-01ad-4de3-b6ec-93128a2dac29 · outbound

This paper cites Pytorch distributed overview,.

HCCL: Collective Communication for Meta Training and Inference Accelerators Pytorch distributed overview,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:49.806440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0e3fdbf-255c-4673-974e-f17b49c0eef4 · outbound

This paper cites MSCCLang: Microsoft collective communication language,.

HCCL: Collective Communication for Meta Training and Inference Accelerators MSCCLang: Microsoft collective communication language,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:49.942555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdfef5ae-98e7-4de3-b9e0-e9e650802230 · outbound

This paper cites MTIA: First generation silicon targeting meta’s recommendation systems,.

HCCL: Collective Communication for Meta Training and Inference Accelerators MTIA: First generation silicon targeting meta’s recommendation systems,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.020386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e07d8942-835f-4916-8253-811be6f01f9d · outbound

This paper cites Open MPI: Goals, concept, and design of a next generation MPI implementation,.

HCCL: Collective Communication for Meta Training and Inference Accelerators Open MPI: Goals, concept, and design of a next generation MPI implementation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.075706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d95da97a-2b39-450d-8a06-a74a717d0ca1 · outbound

This paper cites Scalable Hierarchical Aggregation and Reduction Protocol (SHARP): A Hardware Architecture for Efficient Data Reduction,.

HCCL: Collective Communication for Meta Training and Inference Accelerators Scalable Hierarchical Aggregation and Reduction Protocol (SHARP): A Hardware Architecture for Efficient Data Reduction,

Reference 9

Resolution: verified exact; doi, observed 2026-08-04T00:43:29.106574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f717dd4d-e36b-41e7-92dd-80c5d4ff4954 · outbound

This paper cites Practical lessons from predicting clicks on ads at facebook,.

HCCL: Collective Communication for Meta Training and Inference Accelerators Practical lessons from predicting clicks on ads at facebook,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.220610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6332e47-77e4-4005-99ba-6008083092a7 · outbound

This paper cites oneCCL: Intel oneAPI collective communications library,.

HCCL: Collective Communication for Meta Training and Inference Accelerators oneCCL: Intel oneAPI collective communications library,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.304945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bf2a75a-2b55-409f-85c1-1642d0c4d092 · outbound

This paper cites [Online].

HCCL: Collective Communication for Meta Training and Inference Accelerators [Online]

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.372910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d695ccc4-1d52-4dba-adb9-685ddcba3f93 · outbound

This paper cites [Online].

HCCL: Collective Communication for Meta Training and Inference Accelerators [Online]

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.473507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ee888e-bf2b-4990-88fe-f7c9936e1970 · outbound

This paper cites [Online].

HCCL: Collective Communication for Meta Training and Inference Accelerators [Online]

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.568499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3f2bf60-471e-4ffd-945e-d7d5ac0c68ff · outbound

This paper cites Gloo: Collective communications library,.

HCCL: Collective Communication for Meta Training and Inference Accelerators Gloo: Collective communications library,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.644146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d1d7b2a-72f3-4d35-9be5-0201b3378e1a · outbound

This paper cites PARAM Benchmarks,.

HCCL: Collective Communication for Meta Training and Inference Accelerators PARAM Benchmarks,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.715077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3966ae9-0357-4ddf-ab28-226722092f8a · outbound

This paper cites MSCCL: Microsoft collective communication library,.

HCCL: Collective Communication for Meta Training and Inference Accelerators MSCCL: Microsoft collective communication library,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.790853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b912b55-1663-44a6-b6fb-0b0629e101bc · outbound

This paper cites Mtia-3: Meta’s first training chip featuring built-in nics and collective offloading engines,.

HCCL: Collective Communication for Meta Training and Inference Accelerators Mtia-3: Meta’s first training chip featuring built-in nics and collective offloading engines,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.871963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67b0e4db-0abc-45f3-a587-c822ecb28911 · outbound

This paper cites Deep Learning Recommendation Model for Personalization and Recommendation Systems.

HCCL: Collective Communication for Meta Training and Inference Accelerators Deep Learning Recommendation Model for Personalization and Recommendation Systems

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:50.945498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c9c55bb-6d71-41a6-ad4c-caa007901ca1 · outbound

This paper cites NCCL: NVIDIA collective communications library,.

HCCL: Collective Communication for Meta Training and Inference Accelerators NCCL: NVIDIA collective communications library,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:51.005917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 788a2512-a6f7-4cca-a5e8-88eec2e9bd87 · outbound

This paper cites NVSHMEM: NVIDIA’s implementation of OpenSHMEM for GPU clusters,.

HCCL: Collective Communication for Meta Training and Inference Accelerators NVSHMEM: NVIDIA’s implementation of OpenSHMEM for GPU clusters,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:51.071611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4454dbb8-6cd0-47b4-bc54-4a2f47b76c5f · outbound

This paper cites OpenSHMEM application programming interface, version 1.5,.

HCCL: Collective Communication for Meta Training and Inference Accelerators OpenSHMEM application programming interface, version 1.5,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:51.224888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1817761b-9704-4680-9196-45d73cd053c2 · outbound

This paper cites Bandwidth optimal all-reduce algorithms for clusters of workstations,.

HCCL: Collective Communication for Meta Training and Inference Accelerators Bandwidth optimal all-reduce algorithms for clusters of workstations,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:51.264044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c820d14-401c-454f-b319-5d091528a9f0 · outbound

This paper cites Collective communication for 100k+ gpus,.

HCCL: Collective Communication for Meta Training and Inference Accelerators Collective communication for 100k+ gpus,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:51.350339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b48d2c06-b7a9-47b2-83f9-be1c35f70a11 · outbound

This paper cites Four mtia chips in two years: Scaling ai experiences for billions,.

HCCL: Collective Communication for Meta Training and Inference Accelerators Four mtia chips in two years: Scaling ai experiences for billions,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:51.479201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8448673f-d449-4560-bee5-602bbc3fd38f · outbound

This paper cites torchcomms: a modern PyTorch communications API,.

HCCL: Collective Communication for Meta Training and Inference Accelerators torchcomms: a modern PyTorch communications API,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:51.655354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba1b79ca-9358-43a2-af28-473d2f6b075f · outbound

This paper cites Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations.

HCCL: Collective Communication for Meta Training and Inference Accelerators Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:51.791622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d16bc664-2625-4d9d-bdea-19902e1bb432 · outbound

This paper cites DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction.

HCCL: Collective Communication for Meta Training and Inference Accelerators DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:51.969063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaf3f996-9227-45f3-8087-761290e7667b · outbound

This paper cites Available: https://docs.pytorch.org/tutorials/beginner/ dist overview.html.

HCCL: Collective Communication for Meta Training and Inference Accelerators Available: https://docs.pytorch.org/tutorials/beginner/ dist overview.html

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:49.868767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12190ce2-0968-4bee-8d10-2164369ee107 · outbound

This paper cites Available: https://www.nvidia.com/content/dam/en-zz/ Solutions/Data-Center/documents/datasheet-nvidia-bluefield-2-dpu.pdf.

HCCL: Collective Communication for Meta Training and Inference Accelerators Available: https://www.nvidia.com/content/dam/en-zz/ Solutions/Data-Center/documents/datasheet-nvidia-bluefield-2-dpu.pdf

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-04T00:41:51.152280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.