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Paper Citation Record · LEDGER

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving

As of 13 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 0 inbound Pith citation observations for arXiv:2607.16473.

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

pith.paper-citation-record.v1
2607.16473 v1

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T20:57:21.708147Z

measured 77 of 77 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

77 of 77 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved69
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f7301b76-abec-4aeb-b2b3-81157d5d510f · outbound

This paper cites IEEE Standard for Design and Verification of Low-Power Energy-Aware Electronic Systems.IEEE Std 1801-2024 (Revision of IEEE Std 1801-2018)(2025), 1–614.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving IEEE Standard for Design and Verification of Low-Power Energy-Aware Electronic Systems.IEEE Std 1801-2024 (Revision of IEEE Std 1801-2018)(2025), 1–614

Reference 1

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source=pdf_text observed=2026-08-01T20:57:18.046201Z digest=sha256:da739bc81e1fce7ebb45a992729fe9bc5f96ec5a36115925d496d1fbf82e31ea

Observation 24267e8d-a588-46c7-89be-6ded6c9ae3b6 · outbound

This paper cites Coral NPU.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Coral NPU

Reference 2

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source=pdf_text observed=2026-08-01T20:57:18.168864Z digest=sha256:c76d72a9be9d629d1abf50184eea278b91ce4659d2181bd224352ae6a487581a

Observation 4793732f-08c4-4b9e-98fc-d0cd77897fdf · outbound

This paper cites Abdelhafez, Christopher Zimmer, Sudharshan S.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Abdelhafez, Christopher Zimmer, Sudharshan S

Reference 3

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source=pdf_text observed=2026-08-01T20:57:18.274969Z digest=sha256:7f2e9a9e57ceca0aaa19031aefabda7eaf50a18b7f9243c3932695b5782d0f7e

Observation 6b985607-5d1a-4178-bb1a-c9e3bd4568ed · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-01T20:57:18.393276Z digest=sha256:37e5115959920a5b4ede103a82751c60bca5a9f1e63221e26a020a2a0aa00a59

Observation b87f8f85-f893-4a9e-a62f-798eedbe64ec · outbound

This paper cites Ionescu, Klaus E.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Ionescu, Klaus E

Reference 5

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source=pdf_text observed=2026-08-01T20:57:18.460731Z digest=sha256:f304af6262fc6d51d5cc4bb27c731f8d5ee578740f898f7456826f85f118b325

Observation ac534cca-66c4-43aa-9564-6e6886c89d66 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 6

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source=pdf_text observed=2026-08-01T20:57:18.688692Z digest=sha256:83e6fb9933edb5f6baabe5315f67cdb901aab00c2bccc629221c3b70e9f16868

Observation c6797891-817a-449c-bad3-3da5706352e7 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 7

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source=pdf_text observed=2026-08-01T20:57:18.859611Z digest=sha256:459f5008ef08a5004c77c8fab82bed5cb0adf775028a28e6260f2f7b094e965c

Observation 86ab56db-966d-417e-82d5-9fa041630ca2 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-01T20:57:19.078618Z digest=sha256:c73b080a6e68d7f70cc098d75b495f3c0d505679d8fd3f63a17f9b62eab36163

Observation 8d20b0fc-2c16-47ed-94fe-04233075a5ee · outbound

This paper cites DualScale: Energy-Efficient Disaggregated LLM Serving via Phase-Aware Placement and DVFS.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving DualScale: Energy-Efficient Disaggregated LLM Serving via Phase-Aware Placement and DVFS

Reference 9

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source=pdf_text observed=2026-08-01T20:57:19.298914Z digest=sha256:998dac8952a2404a8dae2d6b47bfe4aad4630854cc6019c0c51fe9ed6d5d1ab3

Observation eb1690c2-f6eb-4e3e-ab67-04f679aad5ff · outbound

This paper cites Beckmann, and Stephen Kosonocky.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Beckmann, and Stephen Kosonocky

Reference 10

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source=pdf_text observed=2026-08-01T20:57:19.465566Z digest=sha256:4d8a2b14a79568a8f91a8bcf233d51a8e954c44157d970a7aa63a72312cf92b2

Observation b00bc8bd-2ddc-4ff4-b2dd-fbd2eb8cf8c3 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-01T20:57:19.604972Z digest=sha256:c131edfccf16e1f3069c8702d2107ce89743690ea31573f3f327bde4ab1ab8cf

Observation 2bd578b0-2246-4faa-946f-2d6591d1621b · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 12

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source=pdf_text observed=2026-08-01T20:57:19.677651Z digest=sha256:266c42a15872cf6efa335d6aff32c554dad4b30025b1e7f891925cfcd6678bb9

Observation 4812543c-5932-408a-b29e-3522c99ddea4 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-01T20:57:19.789643Z digest=sha256:781283fd32e0ee8a9d67e14de4aafbf85401cf5201cf03da93ab4e09f8241d32

Observation 5a392950-84d6-4b5b-9990-483e53724c05 · outbound

This paper cites Soma, and M.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Soma, and M

Reference 14

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source=pdf_text observed=2026-08-01T20:57:19.883412Z digest=sha256:1634174a286d6f8bdf5defe1bfec715f6d39bccb19a70738a906d9d0b18bbaf2

Observation a3b1a5be-1763-41d7-873f-744bf371e4c1 · outbound

This paper cites Clark, Vinay Vashishtha, Lucian Shifren, Aditya Gujja, Saurabh Sinha, Brian Cline, Chandarasekaran Ramamurthy, and Greg Yeric.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Clark, Vinay Vashishtha, Lucian Shifren, Aditya Gujja, Saurabh Sinha, Brian Cline, Chandarasekaran Ramamurthy, and Greg Yeric

Reference 15

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source=pdf_text observed=2026-08-01T20:57:20.037321Z digest=sha256:21d19dfa13b5f053c0448cb6c32ca66ee6e3c54520379c9bf7b69e697043d681

Observation 816b6d1c-a5a7-4327-a83a-1b7eb16183b7 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-01T20:57:20.139418Z digest=sha256:0010ec32069e45f7bdfd998a0d399aee0808a559f216efaf37d22a17788f7a49

Observation f8989cac-9756-487f-93c1-03b1dd78f116 · outbound

This paper cites DeepSeek-V3 Technical Report.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving DeepSeek-V3 Technical Report

Reference 17

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source=pdf_text observed=2026-08-01T20:57:20.299411Z digest=sha256:e6cbf1e133bdebf9b6b141657cc382deb89cec5620fad81301cc499437bacd09

Observation bdb27c35-ebcf-47d0-b11b-b9c2c2ea8b4d · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-01T20:57:20.413953Z digest=sha256:7aa9e49b64ae625a52c966ec903eb201c837493ebfe2fd6ba429fe74442d5571

Observation 9ba0a949-7ecf-4ac6-8c92-ebe9ca74bed3 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-01T20:57:20.529000Z digest=sha256:2c585f58355d76e117c81c5969c1199cafb0cd4fd1252216e7fa722c7255be42

Observation 3678ac39-7015-4c88-bca2-09e8a68da871 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-01T20:57:20.676296Z digest=sha256:1a70ec6dfe6e1f817c0d7f6bbf0371d17fd4d5c0f51ddb3f2699f8b880460b25

Observation 242631a6-6a99-48af-9a27-4adb2fbb3592 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 21

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Observation c2c71321-914b-4af8-981a-f1b7d1e19671 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 22

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source=pdf_text observed=2026-08-01T20:57:20.950835Z digest=sha256:f5f8e8bf20b45a6ba00f8244327921715973324b2249e05906f5b8a27771a752

Observation 723e7d29-26d4-4da1-846e-8b36d7decac4 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 23

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source=pdf_text observed=2026-08-01T20:57:21.066688Z digest=sha256:c7c0bf6f2a2b1b4b5d37ed3d470f0877f87c01d9ddff7c036d3aaeea7f2b82c5

Observation d1e27d07-3180-4852-9b74-1abf3c15fcba · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 24

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doi, observed 2026-08-01T20:58:24.023001Z

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

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Observation 2b62e130-2483-45ce-8eab-d7577d799367 · outbound

This paper cites Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts

Reference 25

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Observation 51d2d255-672a-47c9-b65a-e2ca247e58b3 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-01T20:57:21.487068Z digest=sha256:1c83a649a3e5e9dcd2e980cc154fef9c275c9c0ee703211727230bd446570830

Observation 2833729a-0dcf-4b2f-83ed-8d6bbdd97953 · outbound

This paper cites 2025.Energy and AI.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving 2025.Energy and AI

Reference 27

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source=pdf_text observed=2026-08-01T20:57:21.491939Z digest=sha256:cdec45a927546335b51a105527c8868cbdd8b5bdbf58d8e1db1fb3d54880c6d6

Observation 4951204a-aa5d-4a4b-841e-256606c65fd0 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 28

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doi, observed 2026-08-01T20:58:23.938361Z

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=2026-08-01T20:57:21.496182Z digest=sha256:032c341ec61149c4ecdf7f1c2d469e233c53396dfda40c58c15ab31e0db3c473

Observation 321209bc-7f24-46df-979e-eb903f22cf7c · outbound

This paper cites Analysis of Edge Mismatch and Output Power Degradation in Cascoded Class-D Power Amplifiers Using Dual-Range Voltage Level Shifters.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Analysis of Edge Mismatch and Output Power Degradation in Cascoded Class-D Power Amplifiers Using Dual-Range Voltage Level Shifters

Reference 29

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source=pdf_text observed=2026-08-01T20:57:21.500479Z digest=sha256:5f706834f4dfac21740a92b22b7882a31934b67c5d3b68836127d283a0c91f49

Observation 45af2d48-15a5-4e16-9881-b3e07aef5d83 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-01T20:57:21.504938Z digest=sha256:21f7caeb49eeb3e8e724e445f5de17072c8f2b648d0eb2630aef107e31f05dfa

Observation 03503eef-5837-4fca-9c00-ea9091abb399 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-01T20:57:21.509322Z digest=sha256:bf56d119f9aca5afe6afcdc4acdde7f7506be426864340bd6370a9beb64136c7

Observation fa52306d-4c0d-4b1a-b3f8-d63b96a9b804 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 32

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Observation 971f1f00-ce34-4d10-986f-1852c8291287 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 33

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source=pdf_text observed=2026-08-01T20:57:21.518384Z digest=sha256:45535a8cd2485bc8c55e19f0bf8bb8db11a8d257ad60f7bd19473afc9a78e56f

Observation 6ee7d822-25cb-4da8-ba4a-a72d6521bab4 · outbound

This paper cites Kim, Yi-Chun Shih, Kaushik Mazumdar, Rinkle Jain, Joseph F.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Kim, Yi-Chun Shih, Kaushik Mazumdar, Rinkle Jain, Joseph F

Reference 34

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Observation 28b1d0af-848d-4400-885a-11f3f2e54b63 · outbound

This paper cites Gupta, Gu-Yeon Wei, and David Brooks.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Gupta, Gu-Yeon Wei, and David Brooks

Reference 35

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source=pdf_text observed=2026-08-01T20:57:21.526723Z digest=sha256:a1c917bb764e368769e3b36c6038bb63e748c4f977b51cd1b889bdb4d7481cf6

Observation 07737b28-62c2-4160-bc7a-761a58cd6e22 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 36

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source=pdf_text observed=2026-08-01T20:57:21.531245Z digest=sha256:f6606bdac6c2ef6290e6dd3be265dcc8a9c8bbb900322ba154a4b09cda5e0340

Observation 914274de-70ec-4856-8168-6c5df88124e4 · outbound

This paper cites Aamodt, and Vijay Janapa Reddi.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Aamodt, and Vijay Janapa Reddi

Reference 37

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source=pdf_text observed=2026-08-01T20:57:21.536096Z digest=sha256:3d3a9f47fff67e9d40511e0a24a84cf9bd0b549164a55fe3fc5df58edf02c8ab

Observation 3df9d850-6d9c-429a-bdf5-608747014a6b · outbound

This paper cites EcoServe: Designing Carbon-Aware AI Inference Systems.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving EcoServe: Designing Carbon-Aware AI Inference Systems

Reference 38

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source=pdf_text observed=2026-08-01T20:57:21.540286Z digest=sha256:a98ce3ee78c492606667cedffa5420b5bb5e89e5f2f8c86d5f43e3fa66857b15

Observation 12ced8c3-76a0-47d5-ae6f-6af0746ea081 · outbound

This paper cites The Llama 3 Herd of Models.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving The Llama 3 Herd of Models

Reference 39

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source=pdf_text observed=2026-08-01T20:57:21.545697Z digest=sha256:7c748056a1b9e56c6ef0c383e28555eba521e4ffc81b19a111e78233a340115b

Observation 11e36a6c-fb2a-4533-a1b8-3639d2648b9f · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-01T20:57:21.550639Z digest=sha256:5f19445751268c23939557dcace7c018f157459a4d1cd1a53930f9cdb85ee8e1

Observation 0c1ede5b-13b0-4160-8206-a67255c55ead · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-01T20:57:21.555216Z digest=sha256:2fc400038a53c44def220bd95696535a5c5281b088daddbcf442b50989bc7e83

Observation e35caf9f-632d-41f2-8211-8835da8d6c3b · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-01T20:57:21.559528Z digest=sha256:22a3ee38f50947fdde55dc1d1a3a1da7141ee5e9332698f2457df60737199495

Observation d7d43451-d49c-423c-8c9f-7f41d4099342 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-01T20:57:21.564159Z digest=sha256:b506ad5eb3e0eeabc2d79077274147068a5f24c559188f89445344b364f18d96

Observation 7a9b28b1-6ea6-474f-9e34-9e26e8fe95e6 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-01T20:57:21.572954Z digest=sha256:69239f5c3fbee03de4427999d698271441248e25616d877c1ca2ce5f85d88f60

Observation 068d7315-d35a-42a7-b296-ebaa2dbbeb3f · outbound

This paper cites POLCA: Power Oversubscription in LLM Cloud Providers.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving POLCA: Power Oversubscription in LLM Cloud Providers

Reference 45

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source=pdf_text observed=2026-08-01T20:57:21.577500Z digest=sha256:513e798771cfdcd046cf57042c289e763d38f011721e3cfbcb4e3ae8355af383

Observation c357d931-7675-4d9a-a3a1-60198f7d073a · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-01T20:57:21.581954Z digest=sha256:4ee768bf37cfd82140afcfefe737f58c1f5f77d0c4d4b043a0ce021a72571372

Observation d58f5631-ba65-4b2d-93ed-b259c2da8792 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-01T20:57:21.590637Z digest=sha256:fbab6d21e043f50268e6146cca07b90d28d51ccde11adf231221d3c8a3a42d63

Observation f851e04d-8d64-4a19-b106-8f3cf05619c2 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-01T20:57:21.595196Z digest=sha256:9371c1d1eeffeebf6db980817ff6dd231a6557aa6732503d880b5ebfc3069ebf

Observation b69844e6-af07-45cc-a516-ec9d74070164 · outbound

This paper cites AI Greenferencing: Routing AI Inferencing to Green Modular Data Centers with Heron.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving AI Greenferencing: Routing AI Inferencing to Green Modular Data Centers with Heron

Reference 49

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source=pdf_text observed=2026-08-01T20:57:21.599755Z digest=sha256:f1b82bf05c2d150ff0c06a065d80887279e189f852f332fef7eb4e8b0b4c5a01

Observation f54be8bf-91ac-4604-91c5-e2eef4b96448 · outbound

This paper cites In2024 USENIX Annual Technical Conference (USENIX ATC 24).

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving In2024 USENIX Annual Technical Conference (USENIX ATC 24)

Reference 50

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source=pdf_text observed=2026-08-01T20:57:21.586393Z digest=sha256:e8c03be317b71545df883a59f4d5398c15608ec8f74d2c31fa6053f0d8297864

Observation 334f030b-4699-4ce4-bf17-714be8b2e84c · outbound

This paper cites Semeraro, G.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Semeraro, G

Reference 51

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source=pdf_text observed=2026-08-01T20:57:21.608482Z digest=sha256:3d1bd6b4a968517525db7aa17197d598ad42575842c40b9baf5d012ee3af95d9

Observation d97bd2f8-912d-46dc-bce8-2c4db03a478c · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 52

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source=pdf_text observed=2026-08-01T20:57:21.612561Z digest=sha256:5e9fa53603bc2c80e6d2c26d6c51320f716defa53b33c992438d3ec274bb5374

Observation 7b6bfdda-db0e-44bc-bfd2-c4ccdedaa34a · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-01T20:57:21.616809Z digest=sha256:13e109f81b4a913f9f96da077c219ef5682ebe47dc216aae2607eb3c777e7aee

Observation df5a2ca7-e742-45c2-9136-4344cb2adbfe · outbound

This paper cites Saputra, M.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Saputra, M

Reference 54

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source=pdf_text observed=2026-08-01T20:57:21.603962Z digest=sha256:dc59a78222af7eb19f995f5eeaa7852112d846cd3cdf22f057a04a3612f773a3

Observation 5f311193-5616-4ecc-a933-67e98b21ee2e · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-01T20:57:21.625463Z digest=sha256:be654118fcf26848ba048fbef66b8443b459c4da5f27b16dcaf5d3c65d277a03

Observation f281e9f9-e3cf-4eda-a8db-0d02e76868fc · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-01T20:57:21.634097Z digest=sha256:e1bc06b52481658b258846d514f2c356ee3c838bb8fcbe93288796c3683e9fe2

Observation 126c3294-2c35-423f-bbc5-a36ecde6264b · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-01T20:57:21.638592Z digest=sha256:ea3cced10632fee68a3526746550bc5588b094a5a7dd09e9c1cb8139d7581589

Observation c2ab537b-7f61-49df-a6c8-cd8346e84f02 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-01T20:57:21.621336Z digest=sha256:eff6823ae0d30fb6f7a3551ef3c2ef7988112e6aa4d27ce499bd2b356bac4a69

Observation 3dbe6419-5301-43e9-b150-843bbd1d093d · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-01T20:57:21.647418Z digest=sha256:2e9d7055944232413a293180632783dee529c0edbc946c12ffc368a2c10260d4

Observation bd32d9fb-612c-47f6-b81f-2bfb8260b939 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-01T20:57:21.652226Z digest=sha256:188f88b08392eff5170fa45b8b2c313582a261ab3777706ad35724e5e8c7c8bf

Observation a1114207-6139-42b9-b1bd-69918a7ede3f · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-01T20:57:21.656766Z digest=sha256:6051ccebab30e9fdab3d726876f743250e95cb6b06033631505b1a57ae2cfea3

Observation 4edc8805-a7b6-468c-9390-86cbe6f94a2a · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-01T20:57:21.660849Z digest=sha256:089ddf7fa0efabed19a2028ea00668f43b18b1c44bec40c72d0c0650d40ce3b5

Observation 3edd9954-5ce5-446e-b0c1-4713571cff41 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-01T20:57:21.643115Z digest=sha256:699c6b96972343deb2da724d95b91b243223ef66bd54f98171761b328c7ff287

Observation c2c5ce20-aa35-425c-a083-49a2c4177943 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-01T20:57:21.670128Z digest=sha256:6126428ca5ea8f62391e07d253a3b42842f7695f324d1c836a0266345461b14d

Observation c2d33143-8854-437a-8905-ec7c57e9bc74 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-01T20:57:21.675042Z digest=sha256:3044f48a7936835d693ea0e4f93379121feae016de08af6fe947ab3b9302430d

Observation 0786a6be-0987-48b7-904c-f02e508bb4af · outbound

This paper cites Gated Delta Networks: Improving Mamba2 with Delta Rule.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Gated Delta Networks: Improving Mamba2 with Delta Rule

Reference 66

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source=pdf_text observed=2026-08-01T20:57:21.679550Z digest=sha256:ea3f136359567011a186ab16545aa191cd3f6c05776dd89351966ae4e67fc9e0

Observation ba9479ef-6cab-4406-ae78-d36888a54a02 · outbound

This paper cites VoltanaLLM: Energy-Efficient and SLO-Aware Disaggregated LLM Serving via Adaptive Frequency Control and State-Space Routing.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving VoltanaLLM: Energy-Efficient and SLO-Aware Disaggregated LLM Serving via Adaptive Frequency Control and State-Space Routing

Reference 67

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source=pdf_text observed=2026-08-01T20:57:21.684582Z digest=sha256:883ca3859954fbd881d425e894f83f43ec0ca54e7a55ab1a35d0158f279ffbef

Observation 3bb2648f-647b-4d55-aae2-cfb2ab6afe9f · outbound

This paper cites Clark, V.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Clark, V

Reference 68

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doi, observed 2026-08-01T20:58:23.804928Z

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source=pdf_text observed=2026-08-01T20:57:21.665515Z digest=sha256:8c9849eea5c79c51c364c4c48394f45fe0389470e74a6b6ea0a09317dd0afbad

Observation 99788794-deef-4b0e-b748-5060b901e4ba · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 69

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doi, observed 2026-08-01T20:58:23.718075Z

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

source=pdf_text observed=2026-08-01T20:57:21.693591Z digest=sha256:c1b71ee4c57b4bfafd1845ab44875df50b4c1edbcaf93e9ecde0b060a6bfa0d3

Observation 2890392d-f863-47b6-ac17-a8c95f5140ed · outbound

This paper cites Gonzalez, Clark Barrett, and Ying Sheng.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Gonzalez, Clark Barrett, and Ying Sheng

Reference 70

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source=pdf_text observed=2026-08-01T20:57:21.699113Z digest=sha256:814176e2734b8dfd2079012bb25e34fd6a80e18c180ff6e521104fcb59fa200a

Observation 1e64ab4c-d19a-4d95-b60a-b021889c93e6 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 71

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source=pdf_text observed=2026-08-01T20:57:21.703845Z digest=sha256:afb7b0d549cc21d166371d1b270356ee7bac749aecb647d427ade211848e5b4f

Observation 784cbeda-12b9-4632-90cf-af826b591912 · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 72

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source=pdf_text observed=2026-08-01T20:57:21.708147Z digest=sha256:d94d9c83e6fbfd2f28e70be9ebeb2994eb3fc7beee389e85a5d4b99baf2af01f

Observation 139f710a-6e54-4d97-8dd1-47c457d9be9b · outbound

This paper cites an unresolved cited work.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Unresolved cited work

Reference 73

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source=pdf_text observed=2026-08-01T20:57:21.689120Z digest=sha256:a72b86b560f41f7e659679c671bf39eb7f10716dfb7ee1e675b2a500e1c86d3c

Observation a5dea3af-affe-4a30-8ff2-68c373829e4d · outbound

This paper cites InProceedings of the Seventh Annual ACM Symposium on Parallel Algorithms and Architectures(Santa Barbara, California, USA)(SPAA ’95).

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving InProceedings of the Seventh Annual ACM Symposium on Parallel Algorithms and Architectures(Santa Barbara, California, USA)(SPAA ’95)

Reference 1995

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source=pdf_text observed=2026-08-01T20:57:18.607026Z digest=sha256:8d407086977bfeba2dc35f8d6654ac6a6ecc90fe819b0296901d64c19c690428

Observation 942551a0-e8cd-46cd-84c9-73a2f748cb37 · outbound

This paper cites In2021 58th ACM/IEEE Design Automation Conference (DAC).

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving In2021 58th ACM/IEEE Design Automation Conference (DAC)

Reference 2021

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source=pdf_text observed=2026-08-01T20:57:21.568322Z digest=sha256:fb8db8ccd8b9ce69abe844adf00304f879bda5e75d1302dfae7c4e8137f7b1a9

Observation 211afc83-51e6-4b41-a17c-db488baab7e1 · outbound

This paper cites Association for Computing Machinery, New York, NY, USA.

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving Association for Computing Machinery, New York, NY, USA

Reference 2024

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source=pdf_text observed=2026-08-01T20:57:18.959232Z digest=sha256:5b54ff0ddcb8720bcd28319b49af03fe9710a825de834803395e0f649a2acac9

Observation fe8de500-2949-4429-bec6-126256a02a27 · outbound

This paper cites In2025 IEEE International Symposium on High Performance Computer Architecture (HPCA).

Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving In2025 IEEE International Symposium on High Performance Computer Architecture (HPCA)

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