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Paper Citation Record · LEDGER

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators

As of 14 August 2026, this Paper Citation Record lists 89 of 89 outbound references and 0 inbound Pith citation observations for arXiv:2510.24112.

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

pith.paper-citation-record.v1
2510.24112 v3

Coverage vector

measured 89 of 89 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:56:33.315881Z

measured 89 of 89 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

89 of 89 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved78
  • parse uncertain0
  • malformed identifier6
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8efa8f54-215b-45ba-94f9-2222e1ac625e · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T07:56:24.086016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:24.086016Z digest=sha256:2907c8aa03c9558a8cd3bd0f8998de8a001ed3c44a7bdbce4179be31184b0618

Observation 56b1eb8c-fb82-446c-969b-62da6c466035 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 2

Resolution
malformed identifier
no resolver link, observed 2026-08-04T07:56:24.178379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:24.178379Z digest=sha256:1c11bed5d46b14e036eab6062171ebd7a12df6786d96259cc13283fd28d5eafe

Observation 566b11d7-71ef-469d-b9c8-7bbebb65e045 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 3

Resolution
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no resolver link, observed 2026-08-04T07:56:24.333332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:24.333332Z digest=sha256:445ae9a0f134c8523cdbb6249ed3c1ccde1e97ed7098a2fb8e6f77e7fa4b1e19

Observation 7cb83919-4be9-4b8b-9f51-340b07529d64 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T07:56:24.441431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:24.441431Z digest=sha256:81c712fce29d856b7459a0bbcd1286cd1ff4ec775e7b0a1911d615e9e3f18900

Observation 15c9e16b-fd51-4be6-a0e3-6430cfe3c0f3 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T07:56:24.543674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:24.543674Z digest=sha256:ecdbf769b0832f2efe76fa5ae6ed08c088c5611c411afb472b00b2753a0a9935

Observation 0cb90732-9991-41e8-8cad-c384e830dda2 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T07:56:24.603850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:24.603850Z digest=sha256:fe255b62076160cb86bbbe669223fdfc2557742d600d3262c836458cba63db93

Observation e48f3084-dee2-4cd7-8955-e05e952aa21c · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T07:56:24.728048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:24.728048Z digest=sha256:56c555fc4d1d2b94fa189805f92db1b3a212592b7c7408bf88bbeffe3ca5b803

Observation f32b5941-070e-465b-90cf-c8b23549ed47 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 8

Resolution
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no resolver link, observed 2026-08-04T07:56:24.827846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:24.827846Z digest=sha256:e3d65332e0d34c53d5a73285f537a6c7e8210d0a233ae9b683760450602a8c0a

Observation 85688dee-3086-4c1a-bdc2-cd53241382c5 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 9

Resolution
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no resolver link, observed 2026-08-04T07:56:24.971942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:24.971942Z digest=sha256:e75bca14f6bc40b0fd9435917eab18fe87e4db6273420b40e11a38c3e2084515

Observation 5075df71-6ce1-4a4a-8c59-6134dc6668ee · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 10

Resolution
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no resolver link, observed 2026-08-04T07:56:25.083778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:25.083778Z digest=sha256:24b6b16aaf06bed122308e1c625db9f4113cb8d6f155143fb817d664a27cdc52

Observation e92f30a2-5141-4792-b0dc-a1e649db3958 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 11

Resolution
verified exact
doi, observed 2026-08-04T07:58:30.859981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-04T07:56:25.250261Z digest=sha256:c3b38668dc9d36ee72c4459f8cf5af6c94359ad2017fdba78d3b06f2d67d0ab5

Observation 04814411-e052-4162-accc-95d0444f11d5 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 12

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no resolver link, observed 2026-08-04T07:56:25.355274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:25.355274Z digest=sha256:08c64d2e29c4302cbb9fa6bc09ed5e1120235603e2a737a82b113990e3703313

Observation db313ca0-b5e5-4fa6-8701-3bfbaecfaa54 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 13

Resolution
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no resolver link, observed 2026-08-04T07:56:25.442756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:25.442756Z digest=sha256:f6fa5dba4e41fcc065298cf727791307ab13738b6c6934fa111b3138b753ab1a

Observation 6c729f9c-20ee-4302-8346-17832e36a295 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 14

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unresolved
no resolver link, observed 2026-08-04T07:56:25.544635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:25.544635Z digest=sha256:b7f8e50b04cbc6ea9892296c84d8ec25c62158179d124b3a37ebe900780f02b2

Observation 58e7fdb8-b4a3-4d91-8c8c-7a7de3e44392 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-04T07:56:25.812376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:25.812376Z digest=sha256:2fe93c5bca52e5bd24cbc77b71f3c7fca70ff8b4445415f50c48b80fb168576a

Observation d408b94e-5e0e-4e28-80f6-91596d8f5d1b · outbound

This paper cites Fryman, and Ibrahim Hur.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Fryman, and Ibrahim Hur

Reference 16

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malformed identifier
no resolver link, observed 2026-08-04T07:56:25.969463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:25.969463Z digest=sha256:6a7a6bbc2b5915169dac6c668a7c9853e32b3cfa884ef2c190f63e7a7b4c31c6

Observation 7d11518f-e007-47e1-8726-6464ef52024f · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 17

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no resolver link, observed 2026-08-04T07:56:26.080342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:26.080342Z digest=sha256:613b0fe2332593a78253ad4000e059f4a1590de394b30ae4d598e09612587fd1

Observation 27e0a247-4715-466d-bf26-7e187d0b9228 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 18

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no resolver link, observed 2026-08-04T07:56:26.188213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:26.188213Z digest=sha256:926f6d4da7649e359ed0f68960532986614389c625ffbacb320e62081c8e92e5

Observation 7313214a-1a7f-4117-ad56-9d9259159a42 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 19

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no resolver link, observed 2026-08-04T07:56:26.289985Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:26.289985Z digest=sha256:f35dd4f536c8284d5db3c262766075d5b3646877762e6b226c87ff9c95c1856d

Observation eaa5ea04-5611-4771-b8a1-3bb5bacb0368 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 20

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no resolver link, observed 2026-08-04T07:56:26.404195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:26.404195Z digest=sha256:bcd827957ebf8ecbd0519c9306b4be3dd17e3d0e701fd59dec111ff3f10f4bc0

Observation 68700f01-2b9f-498a-b879-bce6c52a7883 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-04T07:56:26.534379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:26.534379Z digest=sha256:1a9ff92f3309599c06bbaba4ac303135b536bae18bba494ef8c49a2ecd3f7a3e

Observation 8feada03-6de1-4ae6-8c4c-1c8925f25cc0 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:26.634911Z digest=sha256:524cd3307c011200f3c5b00cdabea56dffa8e2ca115f654729ce651a50bb2729

Observation 51e41381-eac6-49cc-9a42-cb745fe65429 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 23

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no resolver link, observed 2026-08-04T07:56:26.792599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:26.792599Z digest=sha256:205a7be58b6e6bd3dad71e00ae2a6d61f8b7cf3b555f94f6c6e9b495e31ea9bb

Observation 30a82c89-2bb9-45bf-b261-6551c967f36e · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-04T07:56:26.943743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:26.943743Z digest=sha256:74bb25a7249136080fe1592469bf5d18e07e8f6b30476e2285bcf969dc6b63a7

Observation 6720fa17-a009-4504-8e7a-192a73f192f7 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:27.046999Z digest=sha256:9cded29bcf3318269f6973251c71b7fefd308b8d46cef248ee3cb5a2d3345690

Observation 59781843-b863-4092-9582-cc3a14062ec4 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:27.154574Z digest=sha256:1ecfc98d2d8197699128aad0b0cbdda80f8645961c70a6a67672f250ab0496ff

Observation c79bdddc-550c-4bf8-bace-44f2226ee61a · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 27

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:27.221494Z digest=sha256:0a5be890a28a235a212542d08a221c895711c3c84ddc19a574bcf7aca9d9d5aa

Observation 7b7ded41-5db2-49af-99e1-7288b8be100d · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 28

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no resolver link, observed 2026-08-04T07:56:27.371039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:27.371039Z digest=sha256:2d34b1fffb9a9b2c6135c1e9c48fcf9f0babcef62aa9b57e295697fba5efdef2

Observation acbbe212-c792-4db9-bb5e-f20d3c6b3768 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 29

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no resolver link, observed 2026-08-04T07:56:27.438771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:27.438771Z digest=sha256:ea6bd33f7db07ff0f1f36571485ebc13cb32069ca10b769d86abc48e5227a7f1

Observation 68f54b00-f017-405c-a94b-7515e9b36b5c · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:27.557033Z digest=sha256:7948b1e2fd411334b4d072b4531f0e8a730b07aec708b0bb614b051e275a1148

Observation b62f9e0e-dc80-4fb0-a270-3630d1af9be7 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 31

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unresolved
no resolver link, observed 2026-08-04T07:56:27.677430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:27.677430Z digest=sha256:329397017f13c1e9b3933dcf205ec0032d702a9d691d135f10e6004053792967

Observation 22e84603-ca30-4cef-a911-7b3e327de231 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 32

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unresolved
no resolver link, observed 2026-08-04T07:56:27.749405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:27.749405Z digest=sha256:6d3d4e07fde92c7b202b0d8a456bed30fabae6c82c2ca98980ad3da1a8c0650e

Observation 60334a22-03f6-46a0-ab32-6bc43c71618b · outbound

This paper cites 2018.Performance Analysis of OpenSHMEM Applications with TAU Commander.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators 2018.Performance Analysis of OpenSHMEM Applications with TAU Commander

Reference 33

Resolution
verified exact
doi, observed 2026-08-04T07:58:30.743142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-04T07:56:27.887046Z digest=sha256:7e9e6b460071485dcb43eb0f64bdc7fff87c65e3958a7138531970f7a962f5c1

Observation 68d04b40-3c81-4bd4-a9a2-3ceba3ce4311 · outbound

This paper cites A Comparison of the Cerebras Wafer-Scale Integration Technology with Nvidia GPU-based Systems for Artificial Intelligence.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators A Comparison of the Cerebras Wafer-Scale Integration Technology with Nvidia GPU-based Systems for Artificial Intelligence

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:27.952106Z digest=sha256:e883a3caf4b1b068f5f5293f1784407e02bdf669827d15c7a3d84c526c4e4b82

Observation 7dfe5a81-dabd-46dd-803f-2ac595cc683a · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 35

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malformed identifier
no resolver link, observed 2026-08-04T07:56:28.000269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:28.000269Z digest=sha256:6dc35171071d9676e8c0e9c44579132d06609643203bb4c3574fe8d8338c1040

Observation 17d28d9c-67c9-4f3b-863c-6091b79958ab · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 36

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:28.132514Z digest=sha256:caa49b3a75e8e96f88435db0f269e34369dd1b518f05c4fba9d390df79d8a806

Observation 00db0fd0-d2a3-4aec-951c-7c57f55448e8 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 37

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unresolved
no resolver link, observed 2026-08-04T07:56:28.261112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:28.261112Z digest=sha256:666f2c0690e966315d0a8cc19ed6dfde0511d7a367406b2223b5080657d063bd

Observation 2622d28d-7565-490e-b5dd-8350c630b35e · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 38

Resolution
verified exact
doi, observed 2026-08-04T07:58:30.592099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-04T07:56:28.367559Z digest=sha256:ee76e9a7376d983ae93a89393ea39a31d9231a15127eada300d863c90dd82566

Observation 916f10b7-2f63-4dc7-990e-6df830bcf5db · outbound

This paper cites Understanding Stragglers in Large Model Training Using What-if Analysis.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Understanding Stragglers in Large Model Training Using What-if Analysis

Reference 39

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source=pdf_text observed=2026-08-04T07:56:28.490935Z digest=sha256:752cb40db413f9692096ebe784f550f32e3f451cd310f720a917472bc6a2e6d7

Observation f3e17b24-8280-4fdb-9cad-8e724ca3dee5 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-04T07:56:28.643419Z digest=sha256:ab54d077bfef9267917c5a3653bad388992816ea40c425a82deb7d38d57352f4

Observation 525c4f14-26dd-4a57-9a89-8537cb1e36a1 · outbound

This paper cites Memory Wall.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Memory Wall

Reference 41

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source=pdf_text observed=2026-08-04T07:56:28.762191Z digest=sha256:3148129bd8e154919f12e1f1b8bb805f123b3ba3fc6c5dcdaad3e1154cd0c5fa

Observation ce213064-fa98-4641-82bd-b52539366e7f · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-04T07:56:28.852946Z digest=sha256:55aaf51c6bdfc429f5ed4af60b41eff941eedc988dd23a3bf29e6cd3151b5c91

Observation c6388089-b86d-462d-91cb-b9f1966a0a3b · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-04T07:56:28.951871Z digest=sha256:c62553fbf326e8cd3721717841ce53cc9cd5988ad48d2f4d62f64b77c4e91c55

Observation 96872e3b-737f-4256-b018-8a287c2cb07d · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-04T07:56:29.045993Z digest=sha256:9af687f2fad981d3dbfc49a4126b18c11aaa42de027bbed7ffca6fa352667361

Observation 7d4c2dbd-8968-4665-8b24-d4b8af755680 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-04T07:56:29.118542Z digest=sha256:79f96acf26679f5f5704589b3008b8ea869bb2a0a76ee28161777b2e42d9c85d

Observation a71ccd40-d646-477c-b93f-6a1ecb972b8f · outbound

This paper cites 2025.Architectures for Scientific Computing.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators 2025.Architectures for Scientific Computing

Reference 46

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doi_truncated, observed 2026-08-04T07:58:30.462072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-04T07:56:29.162186Z digest=sha256:9c0ff14605ba650d55ce4ebaa24767f98de5f5df87bf8a5c53a5f8f54d9e5f13

Observation d637f18a-51d8-4210-8896-4920af457f8c · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 47

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:29.258606Z digest=sha256:2cff870fdf7276e161d5bd0d0f61c77aec2c2e7edc7f1043984aa7dc7d671559

Observation 0a418100-9ef7-490a-96f6-0acbd8444f66 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-04T07:56:29.379613Z digest=sha256:9427ab6773d668d54a1efbcfa46d88df84e9c2f120e948730a2b4ceafa487d44

Observation bb1b9f67-d201-4871-b96e-98f67a6021c2 · outbound

This paper cites 2019.{IASO}: A{Fail-Slow} Detection and Mitigation Framework for Distributed Storage Services.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators 2019.{IASO}: A{Fail-Slow} Detection and Mitigation Framework for Distributed Storage Services

Reference 49

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source=pdf_text observed=2026-08-04T07:56:29.478006Z digest=sha256:d641a3d7fbbeb60493f891abf2aff9d959f64ee842f210bbd323a6e8d74b5127

Observation 202e5ced-680d-46f6-baa7-17fe0eb942d0 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 50

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:29.576150Z digest=sha256:f40f4755b08c160a907ead93a1a756ad200fdb3230714c4cd3d0c969bf720243

Observation 71a07c8e-dcda-4b9d-9646-1e4a76f6f79a · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-04T07:56:29.695621Z digest=sha256:b43f8bb71741c4813f6a0bc4cf26ecb17cdda769aeeb99bea38d5cded9ceaafa

Observation a8e25b89-07d2-4c37-8025-73d92bbb3bea · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 52

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no resolver link, observed 2026-08-04T07:56:29.788526Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:29.788526Z digest=sha256:ed1a9c193198537df530b6d4c7846f34f1371bfaf275c479c34a5a3c7ce97f43

Observation 4d5a90f5-bac2-4116-abf0-ed6175714ae8 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-04T07:56:29.842431Z digest=sha256:32b8aaade2a54cf7552fa8a3e4d03841870a40cb8b5ddf065c07bd6d02287acb

Observation 01e1a6f8-ecd6-437f-a42a-bb861fb412a4 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-04T07:56:29.920239Z digest=sha256:66cbcf1e7e4c8e0127b412cdd2ee7068e7d633ebae4b2b8b7a1b629cd48f4c40

Observation 7ab567ef-503d-4c13-a01d-8796fc94c077 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 55

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:30.151891Z digest=sha256:dd31e54910c04645b12b13c68fe79294d2935c4b62e7d2432691942587c6e7ee

Observation 1e4093e8-b5d9-4257-b8fd-b71711201c1a · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 56

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no resolver link, observed 2026-08-04T07:56:30.404817Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:30.404817Z digest=sha256:f0383d9630f37bbf89187d242d2ac8dc9bb0f92b69eec5de297f8d4aa808abf7

Observation 58c92358-ee66-4e76-b350-21e39e637028 · outbound

This paper cites Slota, Sivasankaran Rajamanickam, and Kamesh Madduri.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Slota, Sivasankaran Rajamanickam, and Kamesh Madduri

Reference 57

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:30.555735Z digest=sha256:758d3387d45a78d80d4a5dc1cb299f355de659180d5d08244df836fb93b7b6bd

Observation de55ab8d-dd9e-43e1-b320-76aedd93c114 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 58

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:30.773499Z digest=sha256:a425af312e4249035ffcd25b905627d13eb8bd991837203c3111369847784de1

Observation 3c9f8b4e-a8a1-4463-8eeb-e2de065a4c98 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 59

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:30.901434Z digest=sha256:b87a43ef1ca550dcf5722710f02deb9cb84aa4fa35f23165f3680db3cfbd1cb5

Observation 7b9028e0-b7fd-4b6c-aea0-c14699fcae0b · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 60

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no resolver link, observed 2026-08-04T07:56:31.045997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:31.045997Z digest=sha256:2934ed1dac22bc86dfd0e391c7c271cbf6967b3525736fe099a1e1f5c8301f52

Observation 85f8324a-9fed-4deb-ae79-c2f23104f673 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 61

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no resolver link, observed 2026-08-04T07:56:31.174607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:31.174607Z digest=sha256:cd62901a56fae42687fc0f34bfc5d2daa5cc78afe9b93ec044b271043e045f5b

Observation 0291cf23-424d-47ce-ae56-c075fa51a9e3 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 62

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verified exact
doi, observed 2026-08-04T07:58:29.813305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-04T07:56:31.338152Z digest=sha256:5cbcd61183decf54729819f23adaf6c0f0008544b94b3e626d587f411651b3d9

Observation d618c2f8-a537-47c8-b690-edb8ab4f102d · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 63

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:31.443010Z digest=sha256:a0347f88943ef7f364b6401a22f59084ce50a5709122b6160f12cf23618c2f49

Observation 0b76e7ad-1bac-43a4-b855-854656f9c682 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 64

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:31.571920Z digest=sha256:888944e7c45d39d632eb6a8635b95f842fc11d5b4a8bb8cdb1229638419276ff

Observation 98c7f510-d20f-4ca1-83ed-7cfc9df415a9 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 65

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:31.704843Z digest=sha256:2ff77a4c63663f4bc4d04ace08aae969f98ff1b773a166041b736d7bd1c706f5

Observation 6deb5703-ae54-459a-add2-dda7d00abe72 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 66

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no resolver link, observed 2026-08-04T07:56:31.809572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:31.809572Z digest=sha256:cbe3c8d6216b50ee8c35d3dbfeb7ab9e40e98ff54a5c8c31769a61c56e1eb8ab

Observation a4458ced-0c2d-453c-bd5f-4d49bf552ff8 · outbound

This paper cites Martínez.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Martínez

Reference 67

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:31.902380Z digest=sha256:f4c48b1c824251ce0a58eaccad3fa19ed9b05150117b7d57c2084666860669ca

Observation d61cb0bd-febc-4815-8fbd-9685f8b828cf · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 68

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malformed identifier
no resolver link, observed 2026-08-04T07:56:31.983994Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T07:56:31.983994Z digest=sha256:23325f18ccc2052f17bdc1abf8424310ed0607411bfead7d6ea3ea8fc86d3a76

Observation c5b6c0cd-fd25-44c6-926b-b580fc67ceb1 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 69

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unresolved
no resolver link, observed 2026-08-04T07:56:32.061166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:32.061166Z digest=sha256:0f0865892eada05a7a2944fffab54b0f3ce7f78e10aaf3a3b4d2626c1fcb374e

Observation 3d2ccb29-9d45-48b8-aa4d-30ecf0d53fa1 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 70

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no resolver link, observed 2026-08-04T07:56:32.123284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:32.123284Z digest=sha256:a465471096080c7b93e3d3abfc6ab0de47f1d4044f946eed7c225ecd313cbafe

Observation 87829d03-0322-4f22-b800-f450c06f8fcf · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 71

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unresolved
no resolver link, observed 2026-08-04T07:56:32.257952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:32.257952Z digest=sha256:ae18d6874591a51895c0d72fa484df8335039490876b0e857aa2b2a44f72ce89

Observation a285d067-caf2-40e0-ae68-6e570f9e1cf0 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 72

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unresolved
no resolver link, observed 2026-08-04T07:56:32.341019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:32.341019Z digest=sha256:054e46571766419f367e73018b7db46f56ca7dca96b213ba8b12ab66eb85ac01

Observation 9628abf4-3782-4691-8ae5-b11dbb149529 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 73

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unresolved
no resolver link, observed 2026-08-04T07:56:32.413024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:32.413024Z digest=sha256:43d20dec06cfa498c12e3bebf184bdbcdb99a5295e074dde075b608040fb671b

Observation 8261a294-50d3-4f01-8def-63a8f5ebe270 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 74

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unresolved
no resolver link, observed 2026-08-04T07:56:32.496171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:32.496171Z digest=sha256:ff20e7311b57ce5ccbc35b875cfa7e62ae396ca93803a49098009cd3df8a7890

Observation bdb412e7-ac9d-4fc8-87ce-9bc76de94a77 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 75

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unresolved
no resolver link, observed 2026-08-04T07:56:32.606950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:32.606950Z digest=sha256:a1272c4264eaa191c65a74084b00262dd93e096192656e192a7f1f27c61ec498

Observation 08a75ee6-df3f-4916-948b-148a940aa234 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 76

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unresolved
no resolver link, observed 2026-08-04T07:56:32.676480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:32.676480Z digest=sha256:d6aae1adf72758059d40926d4c2af3cd73647f3c6df9860a54f70f12718c534d

Observation bdfb1028-0357-4603-a3b6-6fd3242d8f71 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 77

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unresolved
no resolver link, observed 2026-08-04T07:56:32.873853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:32.873853Z digest=sha256:2458868627c1076b62ccc651ed9d0179c42873b0aba7b1670747bc27e8e97bf8

Observation f8d2ec5d-5e63-45a5-8037-bdfd4c8df0f1 · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 78

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unresolved
no resolver link, observed 2026-08-04T07:56:32.944752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:56:32.944752Z digest=sha256:67306cc265a166f61ea079ee39032032bc9cda70ae88607c43e1f16514936e8f

Observation 2828ac5d-c23e-4e63-b3ea-794a024f8beb · outbound

This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 79

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unresolved
no resolver link, observed 2026-08-04T07:56:33.023895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 80

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This paper cites Xing, Joseph E.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Xing, Joseph E

Reference 81

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This paper cites an unresolved cited work.

SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 82

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SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators Unresolved cited work

Reference 83

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SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators In16th Asia and South Pacific Design Automation Conference (ASP-DAC 2011)

Reference 2011

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Reference 2015

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SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators InProceedings of the 2019 Great Lakes Symposium on VLSI

Reference 2019

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Observation c8038c7c-48ae-4c00-ba52-3fdb6b879fb5 · outbound

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Reference 2021

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SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators FALCON: Pinpointing and Mitigating Stragglers for Large-Scale Hybrid-Parallel Training

Reference 2024

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SLOTH: Lightweight Detection and Localization of On-Chip Fail-Slow Failures for DNN Accelerators doi:10.1109/TCAD.2025.3531255

Reference 2025

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Pith citing papers

No inbound Pith citation observations are available.