Paper Citation Record · LEDGER

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes

As of 7 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2608.02122.

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

pith.paper-citation-record.v1
2608.02122 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T14:50:37.988204Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

51 of 51 outbound references displayed

verified exact3
verified fuzzy0
unresolved46
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc2a82ba-4cf9-4682-9cd4-4e6fb11b6d4d · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:33.157456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57ff1a14-e5b3-4163-9ace-082d5e760e71 · outbound

This paper cites Wright, Mert Side, and Yong Chen.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Wright, Mert Side, and Yong Chen

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:33.225665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38624073-4f7d-4a87-a9a7-b00c2484d369 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:33.436989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5d5cd42-3c55-4a17-b4ce-f28fcfc9f3bc · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:33.606798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a083f00-07ef-4013-9970-f9897d9a2f88 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:33.757511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80461924-5f88-47eb-b5c8-720530cf24cb · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:33.965826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 188bd650-2cc9-4b8b-aaa4-722fb6e95b96 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:34.096961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d18a3c9-c386-4e1b-b40f-db806101a2aa · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:34.213103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c29b22c4-836a-41f1-adf3-12d57b6f817b · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:34.344246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f24aad9c-007c-4546-9fe9-6561b76efbf0 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.284281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8604a50a-ce34-492c-a6ff-be40674d9643 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.356037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14195ab6-301c-4cfb-943c-9858f9ba7b74 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.416251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10839b19-13eb-41c9-bc9a-fcd942e1398c · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.463849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c08b672b-a390-4694-bc1d-8142de19b58c · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.505978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3934258a-e3a8-401f-ba77-1f09d4bb5e3a · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.556931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b88e939b-31d2-42c6-8f39-6ebcdb4e0488 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-04T14:53:29.341036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8f82e25f-3546-4ba1-b8e5-7e2c6cee953d · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.695708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28dc3bfd-0cfd-4b74-a0d6-faf4ff621c68 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.744525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99d5c388-291b-4a19-9213-d7626a44cba0 · outbound

This paper cites Leiserson, and Keith H.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Leiserson, and Keith H

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.797550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a60932e3-9132-4a92-8e40-b16c9f4626d0 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.852763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca412819-fcca-4e13-9a1d-5e80095437b1 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.891155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0052eaa7-efee-4397-ae60-1c810d8a2dd5 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:35.900882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecd7a928-9a58-49e4-841f-6583e73cb078 · outbound

This paper cites Supercomputer’s lifelong energy costs almost equal the investment costs.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Supercomputer’s lifelong energy costs almost equal the investment costs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.000448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6f3df3a-2c06-4099-85c5-0d1a568ca118 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.067520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a2173b4-fc01-40d6-a7df-7bd83d5ef720 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.128154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e917f6df-81f8-48f3-b43b-f9ed3c5e3e32 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-04T14:53:29.194734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b3fca97-298b-4be7-9531-530d9d3e0d5a · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.278657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c7e4ca5-626c-4943-9068-a0f1288b2202 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.421883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f58e0e7-9ed7-4a83-ade8-33de9bd70b9b · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.495257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd44cb1a-581b-417e-ad8e-6d3456a1445b · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.548394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ba0e5d8-853e-4308-9fa2-a5ca1c368ae7 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.615534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74cf81a0-8166-4d6f-91b0-9e43428635f4 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.663748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 624d93d4-0daa-4d12-b5ef-9513e41aa2fa · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.695238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d705ed56-cd0d-4df3-b7da-c7713a2544c4 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 35

Resolution: malformed identifier; no resolver link, observed 2026-08-04T14:50:36.743075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa7721f8-d5e9-4a8c-b71e-a8527e7f12d4 · outbound

This paper cites Perez, Vicenç Beltran, Jesus Labarta, and Eduard Ayguadé.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Perez, Vicenç Beltran, Jesus Labarta, and Eduard Ayguadé

Reference 36

Resolution: verified exact; doi, observed 2026-08-04T14:53:29.045580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 768886ee-b20d-462c-a62f-ab759d84c8d0 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.803622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa50dc89-cda9-4361-9d4b-45068b577647 · outbound

This paper cites Smith, Adam Hubbard, Diana Sartor, et al.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Smith, Adam Hubbard, Diana Sartor, et al

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.832604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 551d0c30-7d7f-4b66-8b1e-e6ee894dd70f · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.890358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf78cf52-6c6e-4e1f-824f-d2ccd8f091bc · outbound

This paper cites Topcuoglu, S.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Topcuoglu, S

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.918957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10893e62-f6c9-413c-8f6f-0b2d38ec6187 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.941786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6223118e-16a1-4220-8f43-0661b62db4d6 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.973532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a46c637-5f68-4b12-8a5a-ffa76ae65036 · outbound

This paper cites Igual, and Katzalin Olcoz.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Igual, and Katzalin Olcoz

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:37.159013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 098859f0-7c3b-49d2-9a01-1cbfdfe64904 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:37.271299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 452074ff-cd50-4a87-a971-63f3cdeb2686 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:37.395413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eef054f-90d9-4c28-a231-4244b2ff66e8 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:37.586331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70aa37da-7e50-4b35-9b82-2a1fe036b345 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:37.662175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b32d1ab8-fdaf-4c14-87d6-cb52c953d75c · outbound

This paper cites Greathouse, Alexander Lyashevsky, Nuwan Jayasena, and Derek Chiou.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Greathouse, Alexander Lyashevsky, Nuwan Jayasena, and Derek Chiou

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:37.773075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f75cf6a-c119-4603-a9db-a5c66aa42fef · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:37.888637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 635ec21b-84c1-4b9a-b6ca-a7ee00914741 · outbound

This paper cites an unresolved cited work.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Unresolved cited work

Reference 50

Resolution: malformed identifier; no resolver link, observed 2026-08-04T14:50:37.988204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e9b42ca-7bbc-4f74-9620-bc7b52aa2bc6 · outbound

This paper cites arXiv:https://www.science.org/doi/pdf/10.1126/science.aba3758 doi:10.1126/science.aba3758.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes arXiv:https://www.science.org/doi/pdf/10.1126/science.aba3758 doi:10.1126/science.aba3758

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:36.356845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58a098ea-8be6-401a-bfc9-cc44d4b072bc · outbound

This paper cites Hilfer fractional advection-diffusion equations with power-law initial condition; a Numerical study using variational iteration method.

DEFT: Joint Task Placement and DVFS for Energy-Efficient Multi-GPU Runtimes Hilfer fractional advection-diffusion equations with power-law initial condition; a Numerical study using variational iteration method

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T14:50:33.847408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.