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Paper Citation Record · LEDGER

Hardware Acceleration of LLMs: A comprehensive survey and comparison

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2409.03384.

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

pith.paper-citation-record.v1
2409.03384 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 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:25:34.372035Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0657d70c-d9d3-486f-849e-0f069ac08e59 · inbound

BBAL: A Bidirectional Block Floating Point-Based Quantisation Accelerator for Large Language Models cites this paper.

BBAL: A Bidirectional Block Floating Point-Based Quantisation Accelerator for Large Language Models Hardware Acceleration of LLMs: A comprehensive survey and comparison

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-16T11:25:34.372035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:25:34.372035Z digest=sha256:edd2230d3d15b6674161a465484de3af5110ed93fa00c162e9298047a0e177fb

Observation e7c0e2d0-b36e-427b-bf42-3ac2f1e72714 · inbound

Secure eFPGA-Enabled Edge LLM Inference: Architectural and Hardware Countermeasures cites this paper.

Secure eFPGA-Enabled Edge LLM Inference: Architectural and Hardware Countermeasures Hardware Acceleration of LLMs: A comprehensive survey and comparison

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:36:13.174072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-08T11:36:15.793597Z digest=sha256:97be5b7b7916238883047a64f5ddebf8532bba67bc07be20fe653e65aec15a63

Observation f5b38b43-3d7d-4759-9351-b5b24c637693 · inbound

Microbenchmark-Driven Analytical Performance Modeling Across Modern GPU Architectures cites this paper.

Microbenchmark-Driven Analytical Performance Modeling Across Modern GPU Architectures Hardware Acceleration of LLMs: A comprehensive survey and comparison

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-08T18:23:55.050910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-08T18:23:44.730845Z digest=sha256:cb9eda04329d14b3e445fc18446079d92384c06d182884307a27a207b2f48e39