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Paper Citation Record · LEDGER

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference

As of 22 August 2026, this Paper Citation Record lists 89 of 89 outbound references and 1 inbound Pith citation observation for arXiv:2504.17584.

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

pith.paper-citation-record.v1
2504.17584 v1

Coverage vector

measured 89 of 89 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:40:41.404354Z

measured 90 of 90 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T04:43:41.912918Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T21:36:18.155064Z

Reference resolution

89 of 89 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved87
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 10be7620-6106-4c61-b57b-35fb397e9fab · outbound

This paper cites DDR4 SDRAM LRDIMM.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference DDR4 SDRAM LRDIMM

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:40:41.066181Z digest=sha256:c2fab012fc742230d452ee22c0af3927841309e3f17ab5f7dfb6c6df13f75553

Observation 4457eadd-40ca-4481-bd71-0094efced50b · outbound

This paper cites JEDEC Standard: DDR4 SDRAM Load Reduced DIMM (LRDIMM) Design Specification.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference JEDEC Standard: DDR4 SDRAM Load Reduced DIMM (LRDIMM) Design Specification

Reference 2

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source=pdf_text observed=2026-08-16T10:40:41.070389Z digest=sha256:ad6441cccfa89391e896aabe70549e05cd294d66e53a720b8eff63572a0e4a1e

Observation cbc9f7ea-fef9-4188-a8a1-d5ad3a99b973 · outbound

This paper cites NVIDIA DGX A100.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference NVIDIA DGX A100

Reference 3

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source=pdf_text observed=2026-08-16T10:40:41.073658Z digest=sha256:237c7b8d52f3c7c3b210f30e41dacf206166c52f26a605319d4e788ced10523d

Observation e5470d0d-d0c4-42a6-82c5-41c8648454e8 · outbound

This paper cites cognitivecomputations/dolphin-r1 · Datasets at Hugging Face.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference cognitivecomputations/dolphin-r1 · Datasets at Hugging Face

Reference 4

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source=pdf_text observed=2026-08-16T10:40:41.077117Z digest=sha256:dbda28654e4a0ef6d28cbe7ed22fdd9cba4046690d97064758b9e0e3d02b6c33

Observation 1070ebea-9b20-46b4-9c24-770a339534ce · outbound

This paper cites open-r1/OpenR1-Math-220k · Datasets at Hugging Face.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference open-r1/OpenR1-Math-220k · Datasets at Hugging Face

Reference 5

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source=pdf_text observed=2026-08-16T10:40:41.080517Z digest=sha256:e1036ca1a15111406de81f6a3b1fdbc2ebc18ef80e2aeecf622c5861eabc68fc

Observation d87c7697-73a1-40a6-9e26-ad0b2542801a · outbound

This paper cites open-r1/OpenThoughts-114k-math · Datasets at Hugging Face.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference open-r1/OpenThoughts-114k-math · Datasets at Hugging Face

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:40:41.084027Z digest=sha256:e0a63dcb82adbcfcb93b86abd6d9d6c412400d8e1fbf5394d281da477c26a4f4

Observation 42041ed7-5b20-4730-855d-5622a48e74c3 · outbound

This paper cites Gulavani, Alexey Tumanov, and Ramachandran Ramjee.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Gulavani, Alexey Tumanov, and Ramachandran Ramjee

Reference 7

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source=pdf_text observed=2026-08-16T10:40:41.087717Z digest=sha256:9d2f2e87dd78b141e8e3e93ba0b43d4690a11e83eae5ea1619c7abf909b598e3

Observation bce301ad-6c88-4f70-a98f-1a3a81cc4d4e · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-16T10:40:41.090834Z digest=sha256:ceea7a70a73edcc654ec707137d9b546472441659fbdb591d1f2be1b6c2344bd

Observation a554d7d2-08e2-4766-ac4b-d312df1e2545 · outbound

This paper cites PaLM 2 Technical Report.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference PaLM 2 Technical Report

Reference 9

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source=pdf_text observed=2026-08-16T10:40:41.094461Z digest=sha256:a5dfdc0f80784ab5bab89c692ea2db7293d4048c7831d595e233b5555e1c4fbc

Observation 6cc82030-8eb3-4642-9b99-5b1a9a4c1c66 · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 11

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source=pdf_text observed=2026-08-16T10:40:41.102508Z digest=sha256:9a75becbcb83a854aa359466511ae5e65d1b3acc2b7c461cf96ca0bdb2dd12a7

Observation 5cb427b0-e871-4686-9bb1-aa1cc33e9f74 · outbound

This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 12

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source=pdf_text observed=2026-08-16T10:40:41.109531Z digest=sha256:3a16df0c83c2a53e89651a063ad5843e5750cb1c947ce8fc7244934c2773dfe0

Observation d9d2560f-0cc7-40fe-bf8c-ce3b9e516f53 · outbound

This paper cites Malladi, Hongzhong Zheng, and Onur Mutlu.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Malladi, Hongzhong Zheng, and Onur Mutlu

Reference 13

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source=pdf_text observed=2026-08-16T10:40:41.113213Z digest=sha256:4e75a9b2e9bdfcefacbd9ebce4ecf8092b18d99c7e1a6806766ad3fb098f5f00

Observation ed7badf1-8f21-4af4-bff4-9ea16ea728bd · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-16T10:40:41.116385Z digest=sha256:6cc5c6fc9bf75d47493108ba0424cf35402c32803e8bfd4e8f8108f8410562aa

Observation 3e65b66e-d14d-438b-a8c6-2ba62da5f7a3 · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-16T10:40:41.119927Z digest=sha256:8aad83b2d4f2ff8c4ded2428411f8d917c5da03e084e10fe38018b7d36b55d20

Observation 6e7c87eb-e21c-42d4-9563-ee148860660b · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-16T10:40:41.126736Z digest=sha256:9321f5cc83045f8e34c202813ee013283995447b6b176714242ce222025d4c3a

Observation 000b0a03-87bb-4ca0-8842-edf4454d3f12 · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher Ré.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Fu, Stefano Ermon, Atri Rudra, and Christopher Ré

Reference 18

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source=pdf_text observed=2026-08-16T10:40:41.130023Z digest=sha256:af73fa8d592ea42137bf0f225feaa4da65613dcf07a221b36adcab26cb9aa15a

Observation 0e8f845a-1fe9-4aac-b530-d3fc0b3a74ba · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 19

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source=pdf_text observed=2026-08-16T10:40:41.137240Z digest=sha256:7a3645da0c08e63f0020d7197cbf62c54f748a6df94e0ffa7808785bf0cdbc0c

Observation 710379ee-0492-4979-b2af-d01d65d0a89b · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-16T10:40:41.141027Z digest=sha256:356901611f73417e5390f6d4f4454e4837d6ffcb2542752db1626a58480f6e49

Observation 140d2ae0-bfe3-4a04-b19a-debfd9366868 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 22

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source=pdf_text observed=2026-08-16T10:40:41.148690Z digest=sha256:3505f6bbbb0fce2eb2d5c110659a0489a3a6181f2f7a3b3e3de92f29573854d9

Observation e78598b4-d57d-4e6a-89d3-bdb64213e5d8 · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 23

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source=pdf_text observed=2026-08-16T10:40:41.153307Z digest=sha256:c682157047991225dea27ae37478a7ae50b2f72f5014e9d1763d12a2bd7172e3

Observation bf130c75-5bee-4b18-8129-39de3964f249 · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T10:40:41.156264Z digest=sha256:d59ec53c25e55d8138bf354cc5e24470bd4bffe421a83bb7e5caee308e90df00

Observation af2425c3-a51b-4f1f-8188-5f3cb5e15225 · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 25

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T10:40:41.159838Z digest=sha256:deffbb1ead8d9013305046148786c88821171fcb0030b50923694c386909f964

Observation 39412359-e9d2-477d-a7af-dc9924585838 · outbound

This paper cites SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs

Reference 26

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source=pdf_text observed=2026-08-16T10:40:41.163221Z digest=sha256:b20290cc7890ada56ef4cd9891f31ae050b32b19a4829c38fcac47f08fdd71b0

Observation 0e80309c-5087-49ec-a210-68dcbf625af2 · outbound

This paper cites The Llama 3 Herd of Models.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference The Llama 3 Herd of Models

Reference 27

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source=pdf_text observed=2026-08-16T10:40:41.166672Z digest=sha256:1e05ff5751aadd62e7d0dfe9845906919607abece76fce37ffb36bd30d3cc998

Observation ce9f1253-24fa-4b7d-9816-831a7895dca8 · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-16T10:40:41.170616Z digest=sha256:f5b4565ac258f1c78822ee2c436559e0e120122097eb32f355ecd5f034806d2e

Observation 2eb0ad0f-468d-45c5-aa41-e754f44a9e31 · outbound

This paper cites Oliveira, and Onur Mutlu.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Oliveira, and Onur Mutlu

Reference 29

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source=pdf_text observed=2026-08-16T10:40:41.174067Z digest=sha256:861a13100be6e7151b71d7c3f23700b6eb7f7bae1aa1d2553a961b6333c0a61d

Observation e59e1e7d-63d8-4feb-90d0-b0f79630fe8f · outbound

This paper cites FastDecode: High-Throughput GPU-Efficient LLM Serving using Heterogeneous Pipelines.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference FastDecode: High-Throughput GPU-Efficient LLM Serving using Heterogeneous Pipelines

Reference 30

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source=pdf_text observed=2026-08-16T10:40:41.177186Z digest=sha256:3e873eda665ac731b1c4c922e072c144f4bd6f0fe7a91cb6ca98ef01835b4de1

Observation 1ba2daf5-95e7-4e92-891d-70a579d66800 · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 31

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T10:40:41.180947Z digest=sha256:d8392a2a6e0bfe4de5a422f3c312890be0b0a2e0ee4dbed3de6dd3346b595c02

Observation 2bd84dcc-b97a-452a-8adc-8e10a33db8bd · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-16T10:40:41.187204Z digest=sha256:f89959ecb225cc48c8573bc8c40fafeda20b638d812927e27f93855ecc38cd03

Observation 1b26cd30-92dd-485d-96e1-d6a5d677f3e9 · outbound

This paper cites Towards Reasoning in Large Language Models: A Survey.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Towards Reasoning in Large Language Models: A Survey

Reference 34

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source=pdf_text observed=2026-08-16T10:40:41.194582Z digest=sha256:c9c01b6985ceb066debed486da754a46486930c06d38a1343ed6d539ca84dd80

Observation 42f66b4d-8ac5-41ad-b44f-35888ea94d81 · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 35

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source=pdf_text observed=2026-08-16T10:40:41.197863Z digest=sha256:bb05822dceb63ccea917740d690c9661621d43bb5e3e21780c919240433f2caf

Observation 73857616-9805-4016-9605-bb5283d551b1 · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 36

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T10:40:41.201701Z digest=sha256:cc2491dd32a5f96494cb93cabbd1e07e72230f8811db132788ca1912220c7c80

Observation 581d0b8b-1132-492e-a3b6-98b94ffea03b · outbound

This paper cites Malladi, Andrew Chang, and Yuan Xie.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Malladi, Andrew Chang, and Yuan Xie

Reference 37

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source=pdf_text observed=2026-08-16T10:40:41.209786Z digest=sha256:8f5abf97c9dc2581b19b584a1660a9b932ebfe9d2165bd4861097902bc2a7c23

Observation 8a731392-3ddf-4db1-90c1-aa0dfad04493 · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 38

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T10:40:41.212960Z digest=sha256:f467e4114bc077370f009d926f2c0cbf47c136d1ef2b43b93107fd9155d63f56

Observation e9ea9c74-183f-4f56-bd17-0d410a536153 · outbound

This paper cites NEO: Saving GPU Memory Crisis with CPU Offloading for Online LLM Inference.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference NEO: Saving GPU Memory Crisis with CPU Offloading for Online LLM Inference

Reference 40

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source=pdf_text observed=2026-08-16T10:40:41.218541Z digest=sha256:2864365bc4065eb6c3dc7243a5153e84b6908f2534dba83cfb03e6e6d96524a4

Observation 6b1849d5-358e-47eb-b474-de2a61ddfb59 · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 41

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metadata mismatch
raw_fallback, observed 2026-08-16T10:40:43.065278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-16T10:40:41.222342Z digest=sha256:cd1efe57df13207473bb7b02198622ffa3026324828e66676b087ba033e0d973

Observation d2837073-852b-46b5-a796-11cb252f5d7f · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 42

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Observation e39a0edb-968b-48b5-86eb-9d5159320253 · outbound

This paper cites A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4

Reference 43

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Observation 50e6aa00-527e-48a9-b67d-0f9c4ab20678 · outbound

This paper cites Kamath, Ramya Prabhu, Jayashree Mohan, Simon Peter, Ramachan- dran Ramjee, and Ashish Panwar.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Kamath, Ramya Prabhu, Jayashree Mohan, Simon Peter, Ramachan- dran Ramjee, and Ashish Panwar

Reference 44

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Observation a54afd8c-cb5d-4b5c-a26b-c3b89fdbb1cf · outbound

This paper cites Lee, Meng Li, Bert Maher, Dheevatsa Mudigere, Maxim Naumov, Martin Schatz, Mikhail Smelyanskiy, Xiaodong Wang, Brandon Reagen, Carole-Jean Wu, Mark Hempstead, and Xuan Zhang.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Lee, Meng Li, Bert Maher, Dheevatsa Mudigere, Maxim Naumov, Martin Schatz, Mikhail Smelyanskiy, Xiaodong Wang, Brandon Reagen, Carole-Jean Wu, Mark Hempstead, and Xuan Zhang

Reference 45

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Observation 773e1964-142d-4ee5-b437-f3fe54f3d4b3 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 47

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Observation 905d2fa0-211b-4ba4-a46f-f0729ff07dc4 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 48

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Observation 395c5a12-0dbd-4a6d-8fc4-31e1eb8a2b09 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation 6e98b943-0a03-4e11-a959-ed8ca756b71f · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation 0010db3c-971f-4b60-9984-5ff53230cecc · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation a37763ce-21a7-48e7-99a1-c510694b38a2 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-16T10:40:41.263136Z digest=sha256:394d75e39d7fa103a38bfff22b1aad9df95ddd973767e88048bd81408e9cebac

Observation 1764da59-6391-45eb-baf7-9bf15474e9b4 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation a0117ff7-e235-4dab-a480-a3957a996264 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation f8270986-4fef-4568-be72-726b3e7a7f68 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation 7219955a-590b-4d15-bcb0-72b042f354a1 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation f3774be8-44e0-4fca-a458-248fdb6c1191 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 58

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Observation d432b36f-4424-4a5d-8c45-9d9b2e0d1836 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 59

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Observation 3a927f67-41f4-4fa7-8444-35e0955946f0 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 60

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Observation bca7e5ea-c03c-45aa-a36b-d5e6b25e114e · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 61

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Observation 26f0af2e-4321-4910-88d9-3a0999decf2e · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 62

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Observation e0122b30-5efd-4c96-9e15-78891a15c4ab · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-16T10:40:41.304691Z digest=sha256:32699ad221862fbcff8a6f2fac9f4908d004d4e120bae4b0d941b45db7e17aba

Observation fdfdbefa-ded9-4739-85ad-e71b0b74bfd6 · outbound

This paper cites In 2022 IEEE Hot Chips 34 Symposium (HCS).

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference In 2022 IEEE Hot Chips 34 Symposium (HCS)

Reference 64

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Observation 30e4bf4a-5f76-4169-9ef4-3a866363e3d4 · outbound

This paper cites Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective

Reference 65

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Observation bc584aa1-1c1c-48b6-8707-f3f92c5a67e5 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 66

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source=pdf_text observed=2026-08-16T10:40:41.319315Z digest=sha256:86b09c4a215938111d71ffd751b31665706823b487c14aca497ba1fb24d420c8

Observation e1c4d494-e2f3-45f4-815f-602d32c75c1f · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation ee7f9808-e957-4381-904e-96ace3aae847 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 68

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source=pdf_text observed=2026-08-16T10:40:41.326350Z digest=sha256:ee2a64e0d388513b17cbfa06abde7fae5acb9c9b348143cf1cdfec10a38cc086

Observation 39e2c0db-a73e-4baa-b2ff-befb02dd1f58 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 70

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Observation fb4e96dd-37e9-408a-a623-058cfdb44d6f · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation c6d3ca00-80fa-4e5c-8f05-a5458fc40c8b · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation 046b5818-09e8-428a-a0e6-88639140691b · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation 6ac0f3db-4355-4dc3-9235-292aff7a8abc · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation 88446b08-4a17-464a-8c6b-c8431bd2cc20 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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Observation a0136a77-ab50-4dfa-83d5-a29c68d6ffc4 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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source=pdf_text observed=2026-08-16T10:40:41.353550Z digest=sha256:75f2aca042249c03acf556b659c155b3ae1ab2e41baa9ff3958b7f76485978c0

Observation 6e9185f7-4878-4c3c-8f86-a46e6358818f · outbound

This paper cites Make LLM Inference Affordable to Everyone: Augmenting GPU Memory with NDP-DIMM.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Make LLM Inference Affordable to Everyone: Augmenting GPU Memory with NDP-DIMM

Reference 77

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source=pdf_text observed=2026-08-16T10:40:41.332585Z digest=sha256:f501177312d7b4f6451ff6d1ddcc5b84e072d58f907194a2f3f88c7941698ada

Observation 8e11c73a-911a-466c-9da8-dab63458a0d8 · outbound

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Reference 78

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Observation a23c5ca4-5395-48fb-aaa2-241cb6805290 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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source=pdf_text observed=2026-08-16T10:40:41.363503Z digest=sha256:e8a8f2177a71b0049aa859cdd751323d234d6b02bf79c741506fb04da2614bd6

Observation 51e8e575-06c0-4c8d-a64b-3bdea628f8a9 · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 81

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source=pdf_text observed=2026-08-16T10:40:41.369537Z digest=sha256:198f432c9eddc0889a0318eea59dd6c0b4a551800f1d1568df526704854a4645

Observation a53577ec-c2d8-4e24-bc6d-421e4f90355a · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

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source=pdf_text observed=2026-08-16T10:40:41.372683Z digest=sha256:080dec2b2e9a809160e2eb8fb6f45cde82ae9bd0512ffeeb587ddda3d0398aad

Observation bff4c5e6-60f3-4913-97e3-5cb454aa8f2d · outbound

This paper cites an unresolved cited work.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Unresolved cited work

Reference 83

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source=pdf_text observed=2026-08-16T10:40:41.375344Z digest=sha256:cbb26ca4394f46fbc6b1efe08153c9db9c528eb9a40a2c50deb99b0e96f5f65b

Observation 19e3bfb4-15a7-473b-9aac-48891f553f15 · outbound

This paper cites S-LoRA: Serving Thousands of Concurrent LoRA Adapters.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference S-LoRA: Serving Thousands of Concurrent LoRA Adapters

Reference 84

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Observation 4f34390e-18a9-4f6d-bc73-aa2ffef598b5 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Reference 85

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Reference 86

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Reference 87

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Reference 88

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Reference 89

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Reference 90

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Reference 91

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Observation aee43e73-0f4d-45c3-9958-a21b90845932 · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference In 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA)

Reference 95

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Observation f5311479-87fd-4d4d-85e6-4e1ba95306eb · outbound

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference A Survey on Efficient Inference for Large Language Models

Reference 99

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Reference 385

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L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference InThe 49th Annual IEEE/ACM International Symposium on Microarchitecture (Taipei, Taiwan) (MICRO-49)

Reference 2016

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Observation e0ed2b05-e244-457a-a28e-f27beb48e068 · outbound

This paper cites In Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture (Columbus, OH, USA) (MICRO ’52).

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference In Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture (Columbus, OH, USA) (MICRO ’52)

Reference 2019

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Observation 8764124d-b3e7-4e01-af3e-abb4edfa9f98 · outbound

This paper cites In Proceedings of the 36th International Conference on Neural Informa- tion Processing Systems (New Orleans, LA, USA) (NIPS ’22).

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference In Proceedings of the 36th International Conference on Neural Informa- tion Processing Systems (New Orleans, LA, USA) (NIPS ’22)

Reference 2022

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Observation 536b71fe-b495-4ede-b8b4-2da817a7131f · outbound

This paper cites arXiv:2412.20166 [cs.AR] https://arxiv.org/abs/2412.20166.

L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference arXiv:2412.20166 [cs.AR] https://arxiv.org/abs/2412.20166

Reference 2025

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Pith citing papers

Observation 37105552-e859-4341-bee5-297ce80df73e · inbound

TokenStack: A Heterogeneous HBM-PIM Architecture and Runtime for Efficient LLM Inference cites this paper.

TokenStack: A Heterogeneous HBM-PIM Architecture and Runtime for Efficient LLM Inference L3: DIMM-PIM Integrated Architecture and Coordination for Scalable Long-Context LLM Inference

Reference 35

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