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Paper Citation Record · LEDGER

Data Movement Is All You Need: A Case Study on Optimizing Transformers

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2007.00072.

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

pith.paper-citation-record.v1
2007.00072 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:38:43.093933Z

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

24
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 f7b9f8a7-fb95-480c-aea9-1a293d32d20a · inbound

FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness cites this paper.

FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness Data Movement Is All You Need: A Case Study on Optimizing Transformers

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T22:38:43.093933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T22:38:43.093933Z digest=sha256:8d2d79e6e5d2a93793a6706d2eb7199bed75409f474edb6401bb3adaa15c60c3

Observation 1be02b3e-8259-4ea6-94a7-4198e332a6e4 · inbound

Hardware-Efficient Attention for Fast Decoding cites this paper.

Hardware-Efficient Attention for Fast Decoding Data Movement Is All You Need: A Case Study on Optimizing Transformers

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T13:32:30.978625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:32:30.978625Z digest=sha256:9ed1b3831d546d498667d40a64f6cfc0d77fa68b6bbe66168204a59beed9d2a7

Observation da868645-5b75-4f97-83e1-c2aa0b3709aa · inbound

Microarchitectural Co-Optimization for Sustained Throughput of RISC-V Multi-Lane Chaining Vector Processors cites this paper.

Microarchitectural Co-Optimization for Sustained Throughput of RISC-V Multi-Lane Chaining Vector Processors Data Movement Is All You Need: A Case Study on Optimizing Transformers

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T20:21:09.863963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T09:25:42.446739Z digest=sha256:f629446e2f50c6d282960cf2cc9fe8c64a491ee976712ee5a5be41ec6847a3ad

Observation c6f712e1-41e1-4222-bf6b-c9b3a2dbef2a · inbound

Instant GPU Efficiency Visibility at Fleet Scale cites this paper.

Instant GPU Efficiency Visibility at Fleet Scale Data Movement Is All You Need: A Case Study on Optimizing Transformers

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-21T02:43:54.773947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-21T02:43:09.077121Z digest=sha256:653d04b347af582a3833bad64059d07edc4bcc817b90207be64657e6dcc9a4c4

Observation 2d8ac610-217a-4b15-b85c-a884596b6e8b · inbound

On Efficient Scaling of GNNs via IO-Aware Layers Implementations cites this paper.

On Efficient Scaling of GNNs via IO-Aware Layers Implementations Data Movement Is All You Need: A Case Study on Optimizing Transformers

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-07-01T19:16:01.134539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-28T22:52:59.081816Z digest=sha256:e930f70f799eb91f98d16499901b8842a3e3d1042a5991d7f82a41f3e7879412

Observation 3ed28d3e-3d8c-476a-8cf6-37b7ec588452 · inbound

PALUTE: Processing-In-Memory Acceleration via Lookup Table for Edge LLM Inference cites this paper.

PALUTE: Processing-In-Memory Acceleration via Lookup Table for Edge LLM Inference Data Movement Is All You Need: A Case Study on Optimizing Transformers

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T03:37:35.531393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T15:08:25.880424Z digest=sha256:72b01b46594be268372708444829b0350db9f202beaecb358fc8260c7df04b62

Observation b693f16b-a455-476b-abc9-737cb6783c3d · inbound

AGNFormer I: Reconstruction of AGN spectra using a probabilistic transformer model cites this paper.

AGNFormer I: Reconstruction of AGN spectra using a probabilistic transformer model Data Movement Is All You Need: A Case Study on Optimizing Transformers

Reference 252

Resolution
unresolved
no resolver link, observed 2026-08-01T12:16:55.208956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T12:16:55.208956Z digest=sha256:bd050f7562f088b39f348995fec6fe7357a8d8d9055e1bc406d6cb7cdcfe56b6