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Paper Citation Record · LEDGER

AMUSD: Asynchronous Multi-Device Speculative Decoding for LLM Acceleration

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.17375.

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

pith.paper-citation-record.v1
2410.17375 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:40:17.172235Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T12:36:20.649879Z

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 5f8624e7-5151-4b78-9450-d7e3b3d3623a · inbound

Fast and Cost-effective Speculative Edge-Cloud Decoding with Early Exits cites this paper.

Fast and Cost-effective Speculative Edge-Cloud Decoding with Early Exits AMUSD: Asynchronous Multi-Device Speculative Decoding for LLM Acceleration

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T13:40:17.172235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:40:17.172235Z digest=sha256:80de9d05e695bc3116001913c661eb5a48dae909e69892c9affcb348b00669f5

Observation c4e72ecd-1580-42b7-a2b4-9e8959a0f456 · inbound

SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding cites this paper.

SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding AMUSD: Asynchronous Multi-Device Speculative Decoding for LLM Acceleration

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T04:15:44.940584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:15:44.940584Z digest=sha256:eeb671b35981121b456d3b8ee5675922c9673fa79fcc9a3657d1b280811a3c25

Observation 5317e4c7-af90-4f9f-9723-cb26b2763491 · inbound

AsymSpec: Efficient Cloud-Edge Speculative Decoding over Asymmetric Networks cites this paper.

AsymSpec: Efficient Cloud-Edge Speculative Decoding over Asymmetric Networks AMUSD: Asynchronous Multi-Device Speculative Decoding for LLM Acceleration

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:36:20.655192Z

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.

source=pdf_text observed=2026-08-06T12:36:19.122331Z digest=sha256:3399eed8865f73cfac692249b9266ffa9a50cc08c1517769160ec1de839d5c01