Paper Citation Record · LEDGER

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis

As of 21 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 4 inbound Pith citation observations for arXiv:2504.15377.

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

pith.paper-citation-record.v1
2504.15377 v2

Coverage vector

measured 86 of 86 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:31:46.868922Z

measured 90 of 90 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:18:30.603137Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T21:17:08.087991Z

Reference resolution

86 of 86 outbound references displayed

verified exact2
verified fuzzy59
unresolved25
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a53fbed5-bab3-4d65-a5a4-4256bec1ab94 · outbound

This paper cites Compute trends across three eras of machine learning,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Compute trends across three eras of machine learning,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.502756Z

Source-reported events for the cited work

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Observation 47670d0d-12fd-4bc0-a268-016dc95ef45c · outbound

This paper cites Tpu v4: An optically reconfigurable supercomputer for machine learning with hardware sup- port for embeddings,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Tpu v4: An optically reconfigurable supercomputer for machine learning with hardware sup- port for embeddings,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.507751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67bbf4a2-026c-4935-8a85-678d0b323e4e · outbound

This paper cites Wafer Scale Engine (WSE-2) Dataset.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Wafer Scale Engine (WSE-2) Dataset

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.512415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e475670-3ba1-4b2c-b04c-9731e3e48d1b · outbound

This paper cites Mtia: First generation silicon targeting meta’s recommendation systems,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Mtia: First generation silicon targeting meta’s recommendation systems,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.517326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35cf3601-5deb-454d-be59-ac58c40055bd · outbound

This paper cites Ai accelerator on ibm telum processor: Industrial product,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Ai accelerator on ibm telum processor: Industrial product,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.521782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 985fcb69-1b44-445e-bbd5-ed0c16c65a60 · outbound

This paper cites Survey of machine learning accelerators,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Survey of machine learning accelerators,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.526577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18153b8d-1d89-43c1-bb36-751e994fed3b · outbound

This paper cites Enabling scientific computing on memristive accelerators,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Enabling scientific computing on memristive accelerators,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.531854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfd8f217-5c55-4aea-b99e-c483bb40a407 · outbound

This paper cites Burstz+: Eliminating the communi- cation bottleneck of scientific computing accelerators via accelerated compression,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Burstz+: Eliminating the communi- cation bottleneck of scientific computing accelerators via accelerated compression,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:48.115412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1f654bf2-d1f1-499a-9a05-2344aa930dc6 · outbound

This paper cites Smurf: Scalar multiple- precision unum risc-v floating-point accelerator for scientific comput- ing,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Smurf: Scalar multiple- precision unum risc-v floating-point accelerator for scientific comput- ing,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:48.100466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f0bc89ce-ac4b-484e-b121-b6941c5db076 · outbound

This paper cites Com- paring hardware accelerators in scientific applications: A case study,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Com- paring hardware accelerators in scientific applications: A case study,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:48.085297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a0ac2145-b5ce-4537-a487-c8291e1a59a9 · outbound

This paper cites Hpc accelerators with 3d memory,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Hpc accelerators with 3d memory,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:48.070298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9e25f687-28e5-47f0-adcb-7f0ef9e218ed · outbound

This paper cites A defect-tolerant accelerator for emerging high-performance applications,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis A defect-tolerant accelerator for emerging high-performance applications,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:48.055980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9b65e565-2701-4329-b896-156c6f304846 · outbound

This paper cites Quantum accelerators for high-performance computing systems,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Quantum accelerators for high-performance computing systems,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:48.040277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7ec54c66-45d2-456a-8d37-f1955a7d182c · outbound

This paper cites A vector systolic accelerator for multi-precision floating- point high-performance computing,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis A vector systolic accelerator for multi-precision floating- point high-performance computing,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:48.022935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4024b2a6-9305-4342-9dab-86346d17f3e1 · outbound

This paper cites Three-dimensional stacked neural network accelerator architectures for ar/vr applications,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Three-dimensional stacked neural network accelerator architectures for ar/vr applications,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:48.005326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 759a5a14-d05f-4df3-aa36-a8a54eac507b · outbound

This paper cites A fully-digital and row-pipelined compute-in-memory neural network accelerator with soc-level benchmarking for ar/vr applications,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis A fully-digital and row-pipelined compute-in-memory neural network accelerator with soc-level benchmarking for ar/vr applications,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.989538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 21a0181f-e91e-4d16-b1a6-ee1a4b725d62 · outbound

This paper cites Fusion-3d: Integrated acceleration for instant 3d reconstruction and real-time rendering,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Fusion-3d: Integrated acceleration for instant 3d reconstruction and real-time rendering,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.974057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b2a1eadd-a909-400d-a2f9-2927244dbd47 · outbound

This paper cites Automatic domain-specific soc design for autonomous unmanned aerial vehicles,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Automatic domain-specific soc design for autonomous unmanned aerial vehicles,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.957410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1415e42d-164e-403b-a349-137a2cfe1c02 · outbound

This paper cites Orianna: An accelerator generation framework for optimization-based robotic applications,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Orianna: An accelerator generation framework for optimization-based robotic applications,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.941705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bca93bdc-aa91-4262-862c-0267b0b2a780 · outbound

This paper cites An energy-efficient and runtime-reconfigurable fpga-based accelerator for robotic localization systems,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis An energy-efficient and runtime-reconfigurable fpga-based accelerator for robotic localization systems,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.591848Z

Source-reported events for the cited work

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Observation 74720480-035f-443f-9030-ff8466597bf7 · outbound

This paper cites an unresolved cited work.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:31:47.915990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c51923cb-8414-4210-9761-c41d479ce275 · outbound

This paper cites Timeloop: A systematic approach to dnn accelerator evaluation,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Timeloop: A systematic approach to dnn accelerator evaluation,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.901011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a8932321-7e49-4c55-8afe-036fe759195a · outbound

This paper cites Stonne: Enabling cycle-level microarchitectural simulation for dnn inference accelerators,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Stonne: Enabling cycle-level microarchitectural simulation for dnn inference accelerators,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.604613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3042a5e0-4716-4aff-a4c2-064ce3befa72 · outbound

This paper cites SCALE-Sim: Systolic CNN Accelerator Simulator.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis SCALE-Sim: Systolic CNN Accelerator Simulator

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.608882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0997971a-b83d-4d09-94b7-de7fe41e5907 · outbound

This paper cites Maestro: A data-centric approach to understand reuse, performance, and hardware cost of dnn mappings,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Maestro: A data-centric approach to understand reuse, performance, and hardware cost of dnn mappings,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.613525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 058adbc6-c79d-42c4-bf19-c4c80457fafb · outbound

This paper cites usystolic: Byte-crawling unary systolic array,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis usystolic: Byte-crawling unary systolic array,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.867856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 924c02df-66fb-43d7-9b98-7b06550f586a · outbound

This paper cites Eyeriss: An energy- efficient reconfigurable accelerator for deep convolutional neural net- works,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Eyeriss: An energy- efficient reconfigurable accelerator for deep convolutional neural net- works,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.622038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 254c5c22-0a72-4602-9e01-8ba25545ecf8 · outbound

This paper cites Understanding reuse, performance, and hardware cost of dnn dataflow: A data-centric approach,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Understanding reuse, performance, and hardware cost of dnn dataflow: A data-centric approach,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.843375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d153533d-cddd-4c06-ac70-a97c5e5dc3d5 · outbound

This paper cites Cacti 6.0: A tool to model large caches,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Cacti 6.0: A tool to model large caches,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.630429Z

Source-reported events for the cited work

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Observation f19b0fa4-d6d1-43e0-adf1-c8db4be451ea · outbound

This paper cites Sigma: A sparse and irregular gemm ac- celerator with flexible interconnects for dnn training,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Sigma: A sparse and irregular gemm ac- celerator with flexible interconnects for dnn training,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.634747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3787a217-7eef-4761-87e0-283fb2dfe0b6 · outbound

This paper cites Accelergy: An architecture- level energy estimation methodology for accelerator designs,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Accelergy: An architecture- level energy estimation methodology for accelerator designs,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.800109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3cc968b2-bebe-419e-ae2e-9d14b26f988a · outbound

This paper cites Cacti 7: New tools for interconnect exploration in innovative off-chip memories,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Cacti 7: New tools for interconnect exploration in innovative off-chip memories,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.643184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c61b084-9e98-46ff-a64f-ca30e946c5d6 · outbound

This paper cites Ramulator: A fast and extensible dram simulator,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Ramulator: A fast and extensible dram simulator,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.775610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 27f1a241-d882-488f-a156-15e3c8f956e7 · outbound

This paper cites Feather: A reconfigurable accelerator with data reordering support for low-cost on-chip dataflow switching,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Feather: A reconfigurable accelerator with data reordering support for low-cost on-chip dataflow switching,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.761754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 54e66da9-829b-49ca-9591-1e41c5b06bd4 · outbound

This paper cites Ark: Fully homomorphic encryption accelerator with runtime data generation and inter-operation key reuse,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Ark: Fully homomorphic encryption accelerator with runtime data generation and inter-operation key reuse,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.747125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 80c1eab4-b451-4159-a920-2008abaee441 · outbound

This paper cites Camj: Enabling system- level energy modeling and architectural exploration for in-sensor visual computing,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Camj: Enabling system- level energy modeling and architectural exploration for in-sensor visual computing,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.733260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 66eb61d1-66e9-414d-b999-3fbb5746c022 · outbound

This paper cites Cambricon-u: A systolic random increment memory architecture for unary computing,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Cambricon-u: A systolic random increment memory architecture for unary computing,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.719214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b6ad0f72-66f6-489d-b2f9-ce005eb6766a · outbound

This paper cites Self adaptive recon- figurable arrays (sara) learning flexible gemm accelerator configuration and mapping-space using ml,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Self adaptive recon- figurable arrays (sara) learning flexible gemm accelerator configuration and mapping-space using ml,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.705332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 63b76969-9963-409f-ae89-36d5fcf6fe86 · outbound

This paper cites Deja vu: Contextual sparsity for efficient llms at inference time,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Deja vu: Contextual sparsity for efficient llms at inference time,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.692269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 020a4ca2-4b30-4a4b-883a-4a57cc08dc4f · outbound

This paper cites The State of Sparsity in Deep Neural Networks.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis The State of Sparsity in Deep Neural Networks

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.676503Z

Source-reported events for the cited work

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Observation 6336c36b-7956-4ae8-b8aa-e4d3376d1ceb · outbound

This paper cites Sparse convolutional neural networks,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Sparse convolutional neural networks,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.678281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 13f26153-03c6-4c85-8696-14997268836f · outbound

This paper cites Megablocks: Effi- cient sparse training with mixture-of-experts,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Megablocks: Effi- cient sparse training with mixture-of-experts,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.664797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b0096f5-f7c9-488a-80fc-e43dd49d0355 · outbound

This paper cites An Efficient Sparse Inference Software Accelerator for Transformer-based Language Models on CPUs.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis An Efficient Sparse Inference Software Accelerator for Transformer-based Language Models on CPUs

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:31:47.027943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5997598d-c78d-418d-9531-d4a83151e94a · outbound

This paper cites Towards efficient sparse matrix vector multiplication on real processing-in-memory architectures,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Towards efficient sparse matrix vector multiplication on real processing-in-memory architectures,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.651199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 458ff9c9-ee6a-44b2-8e1a-87fa883d8191 · outbound

This paper cites NVIDIA Ampere Architecture.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis NVIDIA Ampere Architecture

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.636584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a15035ad-ef75-43f1-879c-4124eecaec0e · outbound

This paper cites Vegeta: Vertically-integrated extensions for sparse/dense gemm tile acceleration on cpus,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Vegeta: Vertically-integrated extensions for sparse/dense gemm tile acceleration on cpus,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.623164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 019601d4-afe1-41af-a8e7-0454c68a18c3 · outbound

This paper cites Smash: Co- designing software compression and hardware-accelerated indexing for efficient sparse matrix operations,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Smash: Co- designing software compression and hardware-accelerated indexing for efficient sparse matrix operations,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.609781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee9af8d5-2858-4717-92bc-03f483b5e1c4 · outbound

This paper cites Cambricon-s: Addressing irregularity in sparse neural networks through a cooperative software/hardware approach,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Cambricon-s: Addressing irregularity in sparse neural networks through a cooperative software/hardware approach,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.596648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5fed0805-22e1-43ae-8105-38d95d457533 · outbound

This paper cites an unresolved cited work.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:31:47.583700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c62f9119-6ac6-4aba-825f-b54f716ddfe0 · outbound

This paper cites Hbm (high bandwidth memory) dram technology and architecture,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Hbm (high bandwidth memory) dram technology and architecture,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.569826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3a65bfc7-9b60-410c-a8fb-d46186742384 · outbound

This paper cites The rowhammer problem and other issues we may face as memory becomes denser,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis The rowhammer problem and other issues we may face as memory becomes denser,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.555976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6bec73ff-f9a7-437a-a94c-f0b9a37156ae · outbound

This paper cites Rowhammer: A retrospective,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Rowhammer: A retrospective,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.542287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation db9fd137-b211-4e2f-a16c-48ab98937ae0 · outbound

This paper cites Systolic arrays (for vlsi),.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Systolic arrays (for vlsi),

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.528048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 89c63cae-8aa7-497e-b9d6-6930687510dd · outbound

This paper cites Kung, Why systolic architecture? Design Research Center, Carnegie-Mellon University, 1982.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Kung, Why systolic architecture? Design Research Center, Carnegie-Mellon University, 1982

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.514181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 35c258d8-f22c-4bb5-b3ac-a2cc5a3be008 · outbound

This paper cites Introduction to vlsi systems,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Introduction to vlsi systems,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.500901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation aebe1013-0110-49f4-96aa-6c5b7335e774 · outbound

This paper cites Design and implementation of vlsi systolic array multiplier for dsp applications,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Design and implementation of vlsi systolic array multiplier for dsp applications,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.486374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 36ccacb2-6001-4769-84c4-eaf8140f2baf · outbound

This paper cites A systolic array architecture for the discrete sine transform,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis A systolic array architecture for the discrete sine transform,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.471875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8301697e-8e78-4474-86ed-0141b90d2ce0 · outbound

This paper cites Quinton, The systematic design of systolic arrays.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Quinton, The systematic design of systolic arrays

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.457909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e7d72bae-514f-4f99-ba45-649d835d2ee7 · outbound

This paper cites General-purpose systolic arrays,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis General-purpose systolic arrays,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.444454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65831752-70e3-4b62-8fa6-b8eaa10c66c7 · outbound

This paper cites AI and compute.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis AI and compute

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.430696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 284f88fc-ddc4-45c5-94bc-56c03ac3ab8e · outbound

This paper cites The Llama 3 Herd of Models.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis The Llama 3 Herd of Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.764494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57457c16-2da1-4aa5-bce5-94a49dd6f92f · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Gemini: A Family of Highly Capable Multimodal Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.768839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccbc4c2c-e94d-4370-8215-409d24d1b373 · outbound

This paper cites GPT-4 Technical Report.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis GPT-4 Technical Report

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.773285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edda6815-d6c0-4340-988d-3a0f6308ecf4 · outbound

This paper cites Genad: Generative end-to-end autonomous driving,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Genad: Generative end-to-end autonomous driving,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.417272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e1da0c6-b610-4991-8f07-d22863f9f8ea · outbound

This paper cites Planning-oriented autonomous driving,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Planning-oriented autonomous driving,

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.781744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51d59a27-b8a3-4e96-a2d6-054909bda378 · outbound

This paper cites Explainable artificial intelligence for autonomous driving: A comprehensive overview and field guide for future research directions,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Explainable artificial intelligence for autonomous driving: A comprehensive overview and field guide for future research directions,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.395216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 190211c1-6e8a-4b61-8119-3661236a8c53 · outbound

This paper cites Ambiguous medical image segmentation using diffusion models,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Ambiguous medical image segmentation using diffusion models,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.381591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2d604b86-5aca-4c0a-b734-f7f30df63245 · outbound

This paper cites Contrastive learning of medical visual representations from paired images and text,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Contrastive learning of medical visual representations from paired images and text,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.367361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e737f9ca-0b4e-4fcc-89da-fc457aab971b · outbound

This paper cites Human action monitoring for healthcare based on deep learning,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Human action monitoring for healthcare based on deep learning,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.352930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 174e298b-1716-4cdd-9ffe-1f6b0700264b · outbound

This paper cites DGX GH200 for Large Memory AI Supercomputer.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis DGX GH200 for Large Memory AI Supercomputer

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.339344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1e85d9c1-f1dd-459b-b26a-db7d967199cd · outbound

This paper cites Dojo: The microarchitecture of tesla’s exa-scale computer,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Dojo: The microarchitecture of tesla’s exa-scale computer,

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.325462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c9d8affe-57bd-443f-be34-029114679c4b · outbound

This paper cites Versa: Versatile systolic array architecture for sparse and dense matrix multiplications,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Versa: Versatile systolic array architecture for sparse and dense matrix multiplications,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.311554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation de2a1000-202a-48b8-83ae-5cbe93c17150 · outbound

This paper cites Ramulator 2.0: A modern, modular, and extensible dram simulator,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Ramulator 2.0: A modern, modular, and extensible dram simulator,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.298290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5a5f963c-dec0-46d6-8816-55ed1d93114d · outbound

This paper cites Dramsim3: A cycle-accurate, thermal-capable dram simulator,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Dramsim3: A cycle-accurate, thermal-capable dram simulator,

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-16T11:31:46.818567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e4bbf88-4bd5-4156-a2d4-051651126ce6 · outbound

This paper cites Simba: Scaling deep-learning inference with multi-chip-module-based architecture,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Simba: Scaling deep-learning inference with multi-chip-module-based architecture,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.275477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 159e4381-d74d-4544-a898-65bcf325227e · outbound

This paper cites Towards heterogeneous multi-core accelerators exploiting fine- grained scheduling of layer-fused deep neural networks,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Towards heterogeneous multi-core accelerators exploiting fine- grained scheduling of layer-fused deep neural networks,

Reference 76

Resolution: verified exact; raw_fallback, observed 2026-08-16T11:31:46.966339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ad8597b3-de2f-4cdd-bb75-079623db9580 · outbound

This paper cites Accelerating deep learning on heterogenous architectures,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Accelerating deep learning on heterogenous architectures,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.261850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc59bbfb-1060-4973-8a21-d889e25c66e2 · outbound

This paper cites Targeting dnn inference via efficient utilization of heterogeneous precision dnn accelerators,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Targeting dnn inference via efficient utilization of heterogeneous precision dnn accelerators,

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.248133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9b0ff812-35ec-42d2-add7-6660790ca18c · outbound

This paper cites an unresolved cited work.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:31:47.234373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9ff62f21-48dc-4ac4-8144-cd8e21e1288f · outbound

This paper cites an unresolved cited work.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:31:47.220864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 842201e4-8b74-4064-b0e2-8d8aecc4279a · outbound

This paper cites Mcm-gpu: Multi-chip-module gpus for continued performance scalability,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Mcm-gpu: Multi-chip-module gpus for continued performance scalability,

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.206028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d0002e94-b8ca-460f-bf7a-37c1ba2b2c53 · outbound

This paper cites Multi-chip stacked memory module development using chip to wafer (c2w) hybrid bonding for heterogeneous integration applications,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Multi-chip stacked memory module development using chip to wafer (c2w) hybrid bonding for heterogeneous integration applications,

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.191877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dd8b50b3-1f0e-4057-b5f5-73ca016a0d68 · outbound

This paper cites Micron DDR4 Verilog Model,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Micron DDR4 Verilog Model,

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.177960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee0bc33a-1aa0-49e1-a17d-545715c66a0f · outbound

This paper cites Nvidia a100 tensor core gpu architecture.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Nvidia a100 tensor core gpu architecture

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.163778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3d5a427f-1abc-486d-8949-fef6324d3f44 · outbound

This paper cites Sparseloop: An analytical approach to sparse tensor accelerator modeling,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Sparseloop: An analytical approach to sparse tensor accelerator modeling,

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.149685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 35277d3d-6e1d-4ccf-9bf5-58ec985753d8 · outbound

This paper cites Muchisim: A simulation framework for design exploration of multi-chip manycore systems,.

SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis Muchisim: A simulation framework for design exploration of multi-chip manycore systems,

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:31:47.133828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 96ffefd3-a198-4345-b2ef-d409c441bae6 · inbound

MIST: A Co-Design Framework for Heterogeneous, Multi-Stage LLM Inference cites this paper.

MIST: A Co-Design Framework for Heterogeneous, Multi-Stage LLM Inference SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:17:08.091266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9a2b3cf3-902b-4dd1-9122-14c9dfcb9414 · inbound

MCMComm: Hardware-Software Co-Optimization for End-to-End Communication in Multi-Chip-Modules cites this paper.

MCMComm: Hardware-Software Co-Optimization for End-to-End Communication in Multi-Chip-Modules SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T05:18:30.603137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce60d71c-66a0-4aa7-b560-b6b8d0f96c2b · inbound

MC-CPO: Mastery-Conditioned Constrained Policy Optimization for Pedagogically Safe Intelligent Tutoring Systems cites this paper.

MC-CPO: Mastery-Conditioned Constrained Policy Optimization for Pedagogically Safe Intelligent Tutoring Systems SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-13T10:30:21.369025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eef3121-fba6-47dc-8385-75edb9992de5 · inbound

Evaluating Cross-Architecture Performance Modeling of Distributed ML Workloads Using StableHLO cites this paper.

Evaluating Cross-Architecture Performance Modeling of Distributed ML Workloads Using StableHLO SCALE-Sim v3: A modular cycle-accurate systolic accelerator simulator for end-to-end system analysis

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:16:09.547345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.