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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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:a9aa70b83c6463dabca9ecb3be40630cd697fce9b1565211fc70d317b5814ab6

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=sha256:4c94bb51dda42eba125bdd825cc4d81a5a790d9ecb68f48d6d7a735cefceac1b

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=sha256:3242c7546669000a199a7fca42065d2422a8aba7cfdd6b4dbb9f2ac0cfd6bcea

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:ff15aa8610993994c9994d0e199ca30049189e6f60fa878e62228185cbbd34cb

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=sha256:6ef3f7f6f4271c31404c6a3b20abcff1b63a5b6c16528becb5d21440b80ac517

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=sha256:823b3c83512f2c4e54638ef1d1c53089d7d16d931b698aebc699179a867b3b97

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=sha256:2bee7f47d6bcb9ae397812c9836dcc69e101145a8b4d4e43d333306019e67d08

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=sha256:62feba5689630e65cb7f4e4163027b9d9e23fafe477ddd26e87d5d9dec9acd96

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=sha256:6bb4f0cda074cc301f0dc377d772336d59699ff4d48fcf8566ab1c4932e2c1f8

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:c11b8692ca690abd8018c6f4c448f5e11935c6059e3ee88f7ba2fbff4f4b5d97

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=sha256:29bfedfacbd87fb7a09d17c2d15e0090f702a006c1787bc22c6bc059ccbc1261

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=sha256:8ec4edd9d25d6638d3c4bfb72de6f48106c0318c6b2d8cf4b053ed4c949ac8dd

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:cd1f3260a8a4239e7bda66b4743ef4524025b2990c26d3b0413d3ae56f510e75

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=sha256:8a5f361937187152184f47c94e2470f464a10540a63820785d3fb926da3d140d

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=sha256:50e41326cd46aabc481001c0201f81d186d0ad475b00d8f26ae130c945a44402

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=sha256:201a045c378cb74e1f962503c3c78e5bc7dee9b5b8adb336c35f7eaf0c360479

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=sha256:2700ede79db26829c0b68a0eb7809f8906bc6d244a6baf3be4efcecc50f23111

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:d6fa8112e530ec7b501ffb1ee1b1fc8e70e299eae457c95cd81aaf5ff427516f

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=sha256:71cc07ecc36194052f6b40c27b4ec345c424ea48d263b5afe4217d550e1d559c

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=sha256:06c522525a7683ecca318d2987f6b94da4f9e752498b4f5fa29f869e7199aeec

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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source=pdf_text observed=2026-08-01T20:57:20.842431Z digest=sha256:abaad9c789afa4e89d39cd8ea2394b4d292c1d673c630501399b0ed9d27d08ba

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=sha256:9184950ffe818395487e8b841890ed127eba91c55441b8f8ee39edee6cc54429

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:a927aa05250e135ca512f9eef3f34b7dcc520cd89e92c9858abcd81da1d48cad

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

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-01T20:57:21.225169Z digest=sha256:7a9206cb1b747aef94355659654fca4ae92a50e85132ddbee184064deb25ea22

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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source=pdf_text observed=2026-08-01T20:57:21.349147Z digest=sha256:121dbf142593cc060da843cb51c7afe2b557b3803ae191f6b5dbc1e6c97c606f

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:d03f3f99867e7987cfdaefe50993032c469405805a20f61c935f39014c60ed76

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=sha256:81af485afd97b8b0d721c5d71490c4e7626015915c06f584653af0c57e5425a0

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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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-01T20:57:21.496182Z digest=sha256:6f03c2021c9977097323e4d8057995c0b8cf51d4ad276adf93e4fb38599f4149

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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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=sha256:4c92ff45565d0be6e31266bb98dc8f9fe372eab6e107f1ec7e8f69b59e701341

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=sha256:99ac6c9e31db19180798af9b53e2be5fea3d1386eb4e8cb81bc71cd4f3ea8dc0

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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source=pdf_text observed=2026-08-01T20:57:21.514273Z digest=sha256:1f4ec799230c1844d868262ff43d8564a3346e80c1ff37db4501e93a3bb78bd2

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=sha256:95ec4f498d6bc77fe988379e4934b3d318534a2d8f95c770f4fdfa21ead5938b

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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source=pdf_text observed=2026-08-01T20:57:21.522562Z digest=sha256:d11e2c5686313be36ac358212f9beb63ad5a9d24eb732eb2f2002191b7e16aaf

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=sha256:6e5e025b6d5be7d1f3b23d3494f7ca63bed662ac3150569ec2dba58ece17f203

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:df98b8e5f775801590673ea8a1bd32b7fdf85f80082c1cada0e2d22939304060

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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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=sha256:8e0c7f05830108145db951bbd31c880bfe51553e2927189e375a39945a6cd6a3

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=sha256:2790050fcde44ed52a88977c4e315c01b7cc28af0354fae6c6fac7ff18bfbdf8

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=sha256:61cbffda68376c326299e4183eb105d1c5a7199d1a0010bb7cd6238a17c53401

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=sha256:7e7e28ebf87e4278670431bb6de687cf290e2157d2e6180ae4cab1f8a06da778

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:cac2ee63553a28ae934ccf418b5222102903db9d8a074276b33162bf74838810

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:b2def093c89dc71d2613cc8397bd763c9c268552a1e8143b63dc65a7b5189e24

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=sha256:1592f1307186371dc4c038b3883305a42350c86c6bc884022621b8c54c8dbf07

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:a7a03f5d89a676b180e3dee24544a7724bbd2175bac24fdadac58d0e4687c1b4

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=sha256:2f7ff8e1d485edb1bb2ccdfbff78bf749796ff31538ec32c43346904c6d01f65

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=sha256:62ebcbc134e9dff04e5d779698a80cf0170b790bdc2c154f2f453cc8f6f999ed

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=sha256:66c8a5e7e0c93d28d88e3a125f88bd8274b4728c8531965e94ec93a680cd6667

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:a9aaefa6130c7b032bf9f4f9de2a0bbe25219b25f9906b49c32793098f0e3ddc

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:d5fd06c2a72329d3deda0607cab712e930154ccd4ede75edeabdf856f7a1416c

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=sha256:766574404791591eacafeb1a22595db6d687e965a49899af11eb02c459105537

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=sha256:28d46fa48dd88fc7cdc21189633a25a0c50ba887b9c1231375da61896260f494

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=sha256:902740185f6a22c3a233ded810c7f9bda3bc98e9964f7fb5dba0dc3ee847eadf

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=sha256:4c40d52cb3640be228bcf609b5c61b8525b5f04f338d0a40ba4ff41c9229e24b

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=sha256:440d2ec7a66c7747699f401422e16511995aed39f2dfe8479e5373054baaf946

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:b7e73f3bc9f7ba204d86b2d4337c536c5c9aea60d0075e04d077c05c05cf4f66

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=sha256:9664a265700f440868ffbb82df8c4397d2cf772d64ab4fd4f5ad5122f41dd6d2

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:a4316164fda8c5a928daa586c834c44bd9a4e7ab516a86b22a9b4bb2cc1c2652

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=sha256:453528242c803ee46fc30c83803663d1cf1acd0872a9bb245291fed0b3ed8ea7

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=sha256:2dff5393ece70f2519d02374f1efba2580d8d62ce0ec729f8a079ea780af89cd

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=sha256:6e37876174da84fb0e173342465756c880057d8b3c94fe8a5d09109f879b541a

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=sha256:11517695a27b845a2c4c6d3a70997c622de2b82fe71ba0b6bde35f1e2708711d

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=sha256:1afc048f3cd54f9f117c42f0442158d986d79be0604f5d1890f31256219bc068

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=sha256:09d712572caba1264c70978cb2bc9c074bdecac3b85190ec324bef975f022a29

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:b73a867f31f42014b46db27a62e13cdf7ac15b4128eda4ed75c949ef127fe000

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:b5b4b087fd2ea7f235acaffe91555f8683af3f288b7ed46dd2515f8c54e2b55d

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=sha256:93abdd2a81af2e84aa0a79ff94bac7d39ed2b5ccbe7d51961f1e600408e26af5

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:ac455720a496b9e84e8fd73c28f1c2fb15d83bce01888d394120a0f605e08c7d

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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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-01T20:57:21.693591Z digest=sha256:46562d2eadef6ad848fbc5bed48f47cfc6c3b8d2fff4288090cf8d5c04dccba2

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:e8e72ee2ec3c27e9ccb9327149a0bcb39e6a96134a423ee62e8a4386f9c88d95

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:f72b16fb5550ef5c7c8dc00ae5543444d9ed51b57d145b35665be5ae669693f0

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=sha256:50668d704f9434a416bff2828b5af96368c5ca0c1928c229ccbba43e4d507eae

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=sha256:5c1d8f56a5cce1d30192c7af8d74f65bf97d190086db863012dc7626803b774d

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:f16521e2f25afa1fda7686501ddf84845368d29a2e42eb4916523feeafd06539

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T20:57:21.568322Z digest=sha256:d945803d662f8967a3c2ec35c882adc764913a7ebdd50a08f1dc6fc5f6cd07fd

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=sha256:70bf22d97de56c59082b8e38fc1a80935e5eda3334cd2a9f5632a5ae98b83dcf

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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