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Paper Citation Record · LEDGER

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

As of 19 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 2026-08-19T06:32:44.657259+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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no resolver link, observed 2026-08-16T10:40:41.066181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:40:41.066181Z digest=sha256:113742a3e88621d479d139357fc5b6bcdac62372a6851ed56e3bb5e77bd60014

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=sha256:37bff37eb0eba24f4152ed8143f59e3ab5c7d74c22597c8215f9d7256faa9693

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:e9dddf0331fb3b69df3e24be8f4a7ce9f162fcb348e79c05b96e478d21a02b63

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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no resolver link, observed 2026-08-16T10:40:41.077117Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T10:40:41.077117Z digest=sha256:84ed2524ad402cc4ecc901912800cb1a01ad7bc8c5702435d4e327c4112b39e2

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:40:41.080517Z digest=sha256:a335daf088f5d9543050352f80e4a8867d8eb4f2ad12430dd32e3f20939bc1be

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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no resolver link, observed 2026-08-16T10:40:41.084027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:40:41.084027Z digest=sha256:5cbac15c01d028ce7b9bec20e378333acd64a922dfefc5edac50def38b3c54dd

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:ade131b6917fcc554366b7d0e2ebb475f7a60634919502f5543a933687b8169f

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:f2234558d48ce8c71968fe8dd1eb20aefd6a572cd76c7e5e1721e299f29cd86a

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=sha256:1a11ba1a9d12fd20a761396cbdfbc6314dbdb2bdfac6413f2cddf3aeb9cdb77d

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=sha256:9e22c2429026db2f90325364e4ffd1790161758eb548ceecd3f2a68b33392cbd

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=sha256:4fd518e969bd4e7ec34d178298fc8ef964d254d841320b8ff15e8ace35c92c3b

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=sha256:4f29201e3830cd7da1eb215eb89ff5c4419e37bb34087171adec55ea859104c7

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:40:41.116385Z digest=sha256:91fae7ea997141606b1f5d2b1eb999e494fadd70c4722fbd709d39e9c3799db9

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=sha256:096082737554ebdfd539cc6628d11c06af4e7d510789717672699062f257f16b

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:bf1fd6fb4a5203fafe753870a7cda3cf4c93ddf7ae62ceb17862a265cd991442

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=sha256:5529374ec87c880b4ee15c73870e0cb93bb1cdad1066aecc527d2eabd68f1b69

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:fa4ce1293054770783c2cc16e4e5f136c5c7610bb81ae2d451937ed36aee24c5

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=sha256:57b5f94bfbda18be8abb139768527c140b0688667d6152f1d5cdf474953c62f6

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=sha256:319946c21f435104cc204f4833030e0a3789e11babc84d178c30ad22b4262f7c

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=sha256:25e1a81a9e4adf4a9096e5cd5bcd9d0637457564698b70c246e7e49df01a8a39

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:40:41.156264Z digest=sha256:e9aad8d9e0509813f26292efa463c173175bf214b513403583221e880fc3b52d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:40:41.159838Z digest=sha256:85a53e41491893d8ded18333a575632bc9d7c322418b518823218e68023f0213

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=sha256:12c218ebf9ae8adfefb6fa3464f5ac905c4f6f79d8c5b44fdac207a62d2ca0f3

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=sha256:1529141d11e34dd64a2cf74fc97ced99caca2c8ee83ddcfaa96437a3f106f85e

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=sha256:4b2b9bb6836bb77074eed9760fd4c064c6376d7eb057da9dcae0fef4432d3c90

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=sha256:100ee90c411a6f702222bd24e7358156ca1105116411d31fda2b2df6b7da8cfd

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=sha256:58ec68ddde0ddf9e85fcb0b04df5f414ead392e7988d50ef8748e57734fbd78d

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:40:41.180947Z digest=sha256:d52e9eb900cab6ef528936c00b11166d0117814536f35353831cd69e0505e385

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=sha256:34af5d2a3106828afb0ff30ff5f5fac014c34e8f41b27314e79e7adb56a95ab3

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=sha256:808ee287493a9b7ff67f76a955753a9e2762cd6de8d92e23358bb3228ca5de60

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=sha256:57dc56bba4707cf1f85ba0ca830dfb3ace8768b6b376871c426687cbe7c7f043

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:40:41.201701Z digest=sha256:251c6de5f753f35cd347b31e5a5052e00457c97e27b9cef38f5df5c826a0b6de

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:ff6cfbd1f2ba16f0aa9f8dbe2a6079ef06901285d6e0c8538f01a376aef9c669

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:40:41.212960Z digest=sha256:722d1ae1fed662401bc6d4bd89463a37a39145e9e543e1bd2a327832c31d87f5

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:40:41.218541Z digest=sha256:e17b6547c7680fa14ec532b7c372b9531d44a1cfa82caf0a5ff4fe56e35b7926

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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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:40:41.222342Z digest=sha256:a75af543ff88d34056b15c50697d6a4026598f7658d1d38994b3b63ff05180de

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

This paper cites an unresolved cited work.

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

Reference 49

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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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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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source=pdf_text observed=2026-08-16T10:40:41.301514Z digest=sha256:d18d526c8194f05ad431c31e183f5fc756cc370e06086249a5946496f3f0b95f

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:d39d4f0e1a5b6c2dec588f1a4aa077054769b38f2117a94c0cdc58fcab8db1c7

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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source=pdf_text observed=2026-08-16T10:40:41.287985Z digest=sha256:d784c8a524450e59f2e8b94d3187b2b3448380016428465bec8312882a84f19f

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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source=pdf_text observed=2026-08-16T10:40:41.315536Z digest=sha256:5093c78e2a853eca9b5d36ce5dab036c9937b1a07ae86d7a9e92d35aac8a6569

Observation bc584aa1-1c1c-48b6-8707-f3f92c5a67e5 · 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 66

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source=pdf_text observed=2026-08-16T10:40:41.319315Z digest=sha256:24f2332ad6b6af453d3bfeb6203ac4b6cd2a75feae869379060bfd79dcd9c51b

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

Reference 67

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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=sha256:52005d354a8274acf0551045570fad990929b8df5f2f58ff9dbefb5d5f24606c

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

Reference 71

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source=pdf_text observed=2026-08-16T10:40:41.335988Z digest=sha256:4e3c63eb16d86f5d6a5bd5cf17cc196570108e732b5762d41d5b291e40587bdc

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

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Reference 72

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source=pdf_text observed=2026-08-16T10:40:41.339767Z digest=sha256:f15b710e82fd5c5379ddf87b2d557953aaa0dcdf43da4dba6677ad3f361ef478

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

Reference 73

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source=pdf_text observed=2026-08-16T10:40:41.342546Z digest=sha256:f1ff1770d5c1e289360ebe45dc67d984578aa4fc95d9ac357744c7b282cad526

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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source=pdf_text observed=2026-08-16T10:40:41.346434Z digest=sha256:e9fd79d6035d31a2e90eea863c724bf12114b4950f48f6a891694cd9c25bf9f5

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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source=pdf_text observed=2026-08-16T10:40:41.350161Z digest=sha256:c9bd078d98397456ce990bdd5ef46767374ecae10bf7a96b5e38d50684b3d250

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=sha256:7af37289480a447d8c85edb31cc355305b7c6213a42cc7d1432073ca54239689

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:ed9f065ef3734a39f2b953a94e569f73ae76d0753252bfc8894e60e44b0efde4

Observation 8e11c73a-911a-466c-9da8-dab63458a0d8 · 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 78

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source=pdf_text observed=2026-08-16T10:40:41.360037Z digest=sha256:a82cd034a1fc2c282b016053a489a635b31bf43a55b86533c22c60c7cad0018a

Observation a23c5ca4-5395-48fb-aaa2-241cb6805290 · 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 79

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source=pdf_text observed=2026-08-16T10:40:41.363503Z digest=sha256:bdf6ac7edae85856f1014ffd6b37518ce4f87c7843bc3303e2e1a3a4c0dc9554

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=sha256:570f27f6ba55d719c4a119c62599eb12991c6e04230f0d7cd6dd15d5962bc13a

Observation a53577ec-c2d8-4e24-bc6d-421e4f90355a · 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 82

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source=pdf_text observed=2026-08-16T10:40:41.372683Z digest=sha256:58a34f48df9fed470e43f2cdb91678ad284bc6a0a0388892bb0f6104b2b9c107

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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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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source=pdf_text observed=2026-08-16T10:40:41.356526Z digest=sha256:c0a447442ef73fbc1e564e04c88062afefc1b72aa4ee65a18c57c367f80c50f3

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

This paper cites Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention.

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 90

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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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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

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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

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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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