Paper Citation Record · LEDGER

FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2410.12707.

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

pith.paper-citation-record.v1
2410.12707 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:16:53.096722Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:40:00.416839Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 28b0474b-e9fb-4b52-9f49-c07467d2421e · inbound

DeServe: Towards Affordable Offline LLM Inference via Decentralization cites this paper.

DeServe: Towards Affordable Offline LLM Inference via Decentralization FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T22:16:53.096722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ccdea98-c0bf-4551-ad60-9bbd5aeea7c6 · inbound

HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training cites this paper.

HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:06.621574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 845c325f-73f7-4bb6-9043-4265bcf233d9 · inbound

ScaleAcross Explorer: Exploring Communication Optimization for Scale-Across AI Model Training cites this paper.

ScaleAcross Explorer: Exploring Communication Optimization for Scale-Across AI Model Training FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:04:40.477572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b82c3272-aa07-4ce1-bd61-c05b4de7f144 · inbound

Bandwidth-Aware and Cost-Efficient Pipeline Parallel Scheduling in Geo-Distributed LLM Training cites this paper.

Bandwidth-Aware and Cost-Efficient Pipeline Parallel Scheduling in Geo-Distributed LLM Training FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:03:58.749457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3084694b-1d62-42fd-b964-b96b7b0805cc · inbound

Decentralised AI Training and Inference with BlockTrain cites this paper.

Decentralised AI Training and Inference with BlockTrain FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:40:00.418357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7ad81ff6-a1fe-4f25-9ec2-390217962095 · inbound

Decentralised AI Training and Inference with BlockTrain cites this paper.

Decentralised AI Training and Inference with BlockTrain FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T12:29:35.403453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.