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Paper Citation Record · LEDGER

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design

As of 22 July 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2602.15172.

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

pith.paper-citation-record.v1
2602.15172 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T21:30:38.087851Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-21T06:31:05.380196+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T21:31:40.937217Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-05-15T21:36:40.865004Z

Reference resolution

41 of 41 outbound references displayed

  • verified exact14
  • verified fuzzy11
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch16

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d742f2e-d734-42bd-ba07-7d9b44c916ab · outbound

This paper cites d.].NVIDIA Deep Learning Accelerator.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design d.].NVIDIA Deep Learning Accelerator

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 67c2c7fa-622c-4e48-951f-2637820864ad · outbound

This paper cites 49th Annual.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design 49th Annual

Reference 2

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arxiv_id, observed 2026-05-15T21:31:39.268493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 9c166a34-b269-49e6-8175-19bf6ab17212 · outbound

This paper cites an unresolved cited work.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Unresolved cited work

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation cd94803b-4b3a-4510-a9cc-b9952d12e36c · outbound

This paper cites Rowpress: Amplifying read disturbance in modern dram chips.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Rowpress: Amplifying read disturbance in modern dram chips

Reference 4

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arxiv_id, observed 2026-05-15T21:31:39.279099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 74ca04fc-801d-423e-aabc-2fe47a022e89 · outbound

This paper cites LIBRA: Enabling Workload-Aware Multi-Dimensional Network Topology Optimization for Distributed Training of Large AI Models.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design LIBRA: Enabling Workload-Aware Multi-Dimensional Network Topology Optimization for Distributed Training of Large AI Models

Reference 5

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arxiv_id, observed 2026-05-15T21:31:39.314768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation d0e536fe-d6ce-4c7a-b148-4f6ef1adec90 · outbound

This paper cites an unresolved cited work.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Unresolved cited work

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 58577345-0a64-495a-bf1d-dac4b0143a27 · outbound

This paper cites Oliver, Benjamin Lienhard, and Swamit Tannu.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Oliver, Benjamin Lienhard, and Swamit Tannu

Reference 7

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arxiv_id, observed 2026-05-15T21:31:39.212309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 95866916-a5ce-4042-a027-866eb8f385fe · outbound

This paper cites Eyeriss: a spatial architecture for energy-efficient dataflow for convolutional neural networks,.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Eyeriss: a spatial architecture for energy-efficient dataflow for convolutional neural networks,

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation a123ac1a-3c84-4b5f-99e0-953b5c275f64 · outbound

This paper cites an unresolved cited work.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Unresolved cited work

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 426aeff1-3e34-44cc-a777-3da655599396 · outbound

This paper cites 2023.LoopTree: Enabling Systematic and Flexible Exploration of Fused-layer Dataflow Accelerators.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design 2023.LoopTree: Enabling Systematic and Flexible Exploration of Fused-layer Dataflow Accelerators

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 194c65c3-e718-46a5-a11d-c723f045d941 · outbound

This paper cites Emer, and Vivienne Sze.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Emer, and Vivienne Sze

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 675bfaea-451d-4491-bd64-7d02ee88a230 · outbound

This paper cites LoopTree: Exploring the fused-layer dataflow accelerator design space.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design LoopTree: Exploring the fused-layer dataflow accelerator design space

Reference 12

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arxiv_id, observed 2026-05-15T21:31:39.202150Z

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 7a589dbf-dcde-4719-af8c-97e5fcfe97ae · outbound

This paper cites Le and Hartwig Adam , year =.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Le and Hartwig Adam , year =

Reference 13

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arxiv_id, observed 2026-05-15T21:31:39.455147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 92338930-ba16-437a-9175-c145072a2260 · outbound

This paper cites Cosa: Scheduling by constrained optimization for spatial accelerators.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Cosa: Scheduling by constrained optimization for spatial accelerators

Reference 14

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metadata mismatch
arxiv_id, observed 2026-05-15T21:31:39.218281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 434d4f2c-a614-475b-bcc1-76e0abe34f80 · outbound

This paper cites Reiner Pope, Sholto Douglas, Aakanksha Chowdhery, Jacob Devlin, James Bradbury, Anselm Lev- skaya, Jonathan Heek, Kefan Xiao, Shivani Agrawal, and Jeff Dean.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Reiner Pope, Sholto Douglas, Aakanksha Chowdhery, Jacob Devlin, James Bradbury, Anselm Lev- skaya, Jonathan Heek, Kefan Xiao, Shivani Agrawal, and Jeff Dean

Reference 15

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arxiv_id, observed 2026-05-15T21:31:39.195495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation afecdcc7-9905-4e52-bb38-b0bf11f40a04 · outbound

This paper cites an unresolved cited work.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Unresolved cited work

Reference 16

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 9209ef9a-6f0d-4bb3-87f8-af2e15b821e3 · outbound

This paper cites https://doi.org/10.1109/JSSC.2020.2987714.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design https://doi.org/10.1109/JSSC.2020.2987714

Reference 17

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 339328b3-080e-4628-b209-28c0285ed3b9 · outbound

This paper cites an unresolved cited work.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Unresolved cited work

Reference 18

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:3be24550caeafb9a6c3944f8ceb0d57a72b9551ad52d6a72d30b4346c692de46

Observation 88691366-f913-48a3-b4b3-1ac34969d310 · outbound

This paper cites Cosa: Scheduling by constrained optimization for spatial accelerators.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Cosa: Scheduling by constrained optimization for spatial accelerators

Reference 19

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arxiv_id, observed 2026-05-15T21:31:39.264745Z

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 5a5a283a-a56b-4061-b1a6-7fd0376a5f97 · outbound

This paper cites In-datacenter performance analysis of a tensor processing unit.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design In-datacenter performance analysis of a tensor processing unit

Reference 20

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arxiv_id, observed 2026-05-15T21:31:39.241835Z

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation abf2d26b-3a79-48b7-b53a-93e43c0c912b · outbound

This paper cites an unresolved cited work.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Unresolved cited work

Reference 21

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation bf38c5c6-fb31-492b-913e-68832b124802 · outbound

This paper cites an unresolved cited work.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Unresolved cited work

Reference 22

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arxiv_id, observed 2026-05-15T21:31:39.235328Z

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation ba158fb5-2665-4123-b86c-adc0dc5acbed · outbound

This paper cites and Bayraktar, E.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design and Bayraktar, E

Reference 23

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arxiv_id, observed 2026-05-15T21:31:39.246682Z

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Observation 6a19f3e4-e969-43df-98b5-3c3087ac1433 · outbound

This paper cites an unresolved cited work.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Unresolved cited work

Reference 24

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arxiv_id, observed 2026-05-15T21:31:39.256051Z

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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation b4b379d0-2fa8-4c99-a5ee-c993957e9409 · outbound

This paper cites 2025.NVIDIA DGX B200.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design 2025.NVIDIA DGX B200

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 469367fe-3cae-4c95-851e-bdc8cd6ec7aa · outbound

This paper cites Astra-sim2.0: Modeling hierarchical networks and disaggregated systems for large-model training at scale.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Astra-sim2.0: Modeling hierarchical networks and disaggregated systems for large-model training at scale

Reference 26

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arxiv_id, observed 2026-05-15T21:31:39.251544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation 2bc03065-eadb-4be1-93bf-ba3aeac51780 · outbound

This paper cites Parashar et al.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Parashar et al

Reference 27

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arxiv_id, observed 2026-05-15T21:31:39.445775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation dbef3a73-7caa-4ef6-9635-d64de1a587b4 · outbound

This paper cites EVE: Ephemeral Vector Engines.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design EVE: Ephemeral Vector Engines

Reference 28

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arxiv_id, observed 2026-05-15T21:31:39.229147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation f4576723-ad00-492c-b153-9c4dc746d466 · outbound

This paper cites ISAAC: A Convolutional Neural Network Accelerator with In -Situ Analog Arithmetic in Crossbars.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design ISAAC: A Convolutional Neural Network Accelerator with In -Situ Analog Arithmetic in Crossbars

Reference 29

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doi, observed 2026-05-15T21:31:39.274743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:9b506e63310da2f6684f1de0d3a70760fd2900987f457c869637b8ba0e2a0d87

Observation d7540d8c-4680-41f7-99f7-c9c49804896c · outbound

This paper cites Cosa: Scheduling by constrained optimization for spatial accelerators.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Cosa: Scheduling by constrained optimization for spatial accelerators

Reference 30

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arxiv_id, observed 2026-05-15T21:31:39.304867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation ac622da1-a180-441c-a9c9-cdc9f4b8095d · outbound

This paper cites Sinangil, Burak Erbagci, Rawan Naous, Kerem Akarvardar, Dar Sun, Win-San Khwa, Hung-Jen Liao, Yih Wang, and Jonathan Chang.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Sinangil, Burak Erbagci, Rawan Naous, Kerem Akarvardar, Dar Sun, Win-San Khwa, Hung-Jen Liao, Yih Wang, and Jonathan Chang

Reference 31

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arxiv_id, observed 2026-05-15T21:31:39.299708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:b77acf4627701d50a1b6e432802b18bcb4eff8bbad69d01bad11c08e38bb33dd

Observation a6c407ab-5655-456b-9eb7-a1c151e1d19d · outbound

This paper cites an unresolved cited work.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Unresolved cited work

Reference 32

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arxiv_id, observed 2026-05-15T21:31:39.293932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:56f954c7da8b30de78f69647f750891cac6fb140a69c11080e91f6f77a549617

Observation 284d0640-d02a-40f4-a62e-4d03ba038bdb · outbound

This paper cites an unresolved cited work.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Unresolved cited work

Reference 33

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

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Observation f693f8d8-c19a-41d1-91cf-bf81a23bb40c · outbound

This paper cites Brockman, and Norman P.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Brockman, and Norman P

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T21:31:39.797006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:16ef67f93333de9d955b79e82d9b55d5f1699daa6fe6489975cf08e7940ce3c1

Observation 157afb93-4c59-40a8-82bc-f75aaa19fea6 · outbound

This paper cites 12.3 A 48GHz BW 225mW/ch Linear Driver IC with Stacked Current-Reuse Architecture in 65nm CMOS for Beyond-400Gb/s Coherent Optical Transmitters.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design 12.3 A 48GHz BW 225mW/ch Linear Driver IC with Stacked Current-Reuse Architecture in 65nm CMOS for Beyond-400Gb/s Coherent Optical Transmitters

Reference 35

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T21:31:39.309678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:40b343fc62b58b9ff2feca95d2faa4563e906c8bef03ec705de72092ad7fa1ac

Observation 89c0d4c7-dfa9-4253-8234-a7b2cf8afc01 · outbound

This paper cites Philip Wong, and Gert Cauwenberghs.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Philip Wong, and Gert Cauwenberghs

Reference 36

Resolution
verified exact
doi, observed 2026-05-15T21:31:39.282728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:ad011bd169ed88631b96d1ebb20cf128c665b246d238e81474d6193e65c0556b

Observation 9f325f56-de12-4714-bffe-20f909eea74e · outbound

This paper cites an unresolved cited work.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Unresolved cited work

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-15T21:31:39.287783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:5ddfc611532775275f7b47bb8548c5d36e698a6919759fd4ace55f836aca5219

Observation fb3e3572-e171-45f5-8f28-2846c0d03f7d · outbound

This paper cites Tell, Brian Zimmer, William J.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Tell, Brian Zimmer, William J

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-15T21:31:39.450713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:8537284616ccfa421e0c7024ee858714099de6fe494fef855a66fda1150a8f61

Observation 48593bb9-aa53-405b-9b41-593071d9fb48 · outbound

This paper cites In: 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design In: 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

Reference 39

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T21:31:39.207093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:3ebd2b1434c77b0736990a22329b452ed8d3d9ebdd65d548c3be43c17ccc35b6

Observation 0925aad8-0904-481a-881b-58693a11f81e · outbound

This paper cites Odemuyiwa, Shubham Ugare, Christopher Fletcher, Michael Pellauer, and Joel Emer.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Odemuyiwa, Shubham Ugare, Christopher Fletcher, Michael Pellauer, and Joel Emer

Reference 40

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T21:31:39.187973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:0a4ec75aa8a4c1ea2eb74936aa4b5caa6373b9a49624378f99f6efe56522f7fd

Observation 67bb3e81-1fb0-41af-a461-c62143628abd · outbound

This paper cites Network-Centric Distributed Tracing with DeepFlow: Trou- bleshooting Your Microservices in Zero Code.

The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design Network-Centric Distributed Tracing with DeepFlow: Trou- bleshooting Your Microservices in Zero Code

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-15T21:31:39.223616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:30:38.087851Z digest=sha256:e9a7f8cfe3307343e4ad1afe97d9e84fb40465f0229ad59dfb088e76a4d49580

Pith citing papers

Observation 856e0dd3-2107-4e7c-92d5-9fbb6aea687f · inbound

Fast and Fusiest: An Optimal Fusion-Aware Mapper for Accelerator Design cites this paper.

Fast and Fusiest: An Optimal Fusion-Aware Mapper for Accelerator Design The Turbo-Charged Mapper: Fast and Optimal Mapping for Energy-efficient and Low-latency Accelerator Design

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-05-15T21:36:40.867939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.

source=pdf_text observed=2026-05-15T21:31:40.937217Z digest=sha256:4f495a28e5f9895b6be3017fe3f5d94a99da018a936b89a1267cec30d9975ce4