Paper Citation Record · LEDGER

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems

As of 21 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2608.04169.

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

pith.paper-citation-record.v1
2608.04169 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:26:16.011775Z

measured 14 of 14 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy12
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6166bf76-160a-4325-8ab0-646f50260aed · outbound

This paper cites The Landscape of Compute-near-memory and Compute-in-memory: A Research and Commercial Overview.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems The Landscape of Compute-near-memory and Compute-in-memory: A Research and Commercial Overview

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T00:26:15.966271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bda73d1d-345a-4c78-90fd-d495b38d17d0 · outbound

This paper cites PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.147955Z

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 57cd3f78-3d75-49e6-b86e-7d4f9b5edc49 · outbound

This paper cites Pimba: A Processing-in-Memory Acceleration for Post- Transformer Large Language Model Serving,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems Pimba: A Processing-in-Memory Acceleration for Post- Transformer Large Language Model Serving,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.139667Z

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 4cd3f8b6-bd02-4a9c-b0b4-077edefcc3e2 · outbound

This paper cites AttAcc! Unleashing the Power of PIM for Batched Transformer-based Generative Model Inference,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems AttAcc! Unleashing the Power of PIM for Batched Transformer-based Generative Model Inference,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.130620Z

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 465a2555-817f-4476-ad20-54291f3ff734 · outbound

This paper cites PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.120825Z

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 35c25566-cfa3-4a75-8221-6a58068d5fee · outbound

This paper cites NicePIM: Design Space Exploration for Processing-In- Memory DNN Accelerators With 3-D Stacked-DRAM,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems NicePIM: Design Space Exploration for Processing-In- Memory DNN Accelerators With 3-D Stacked-DRAM,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.112394Z

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 777429a4-2d65-459f-b911-4f6695a794b0 · outbound

This paper cites What Your DRAM Power Models Are Not Telling You: Lessons from a Detailed Experimental Study,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems What Your DRAM Power Models Are Not Telling You: Lessons from a Detailed Experimental Study,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.104107Z

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 ef54de1c-ee8b-4278-accb-5e7eac0c9c06 · outbound

This paper cites DRAMPower 5: An Open-Source Power Simulator for Current Generation DRAM Standards,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems DRAMPower 5: An Open-Source Power Simulator for Current Generation DRAM Standards,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.094264Z

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 42eecebe-0f31-4388-8fc2-d49cdc92d6e5 · outbound

This paper cites Ramulator 2.0: A Modern, Modular, and Extensible DRAM Simulator,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems Ramulator 2.0: A Modern, Modular, and Extensible DRAM Simulator,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.084462Z

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 a4f2aee8-b3a5-43bd-b3f2-e7dd14481cee · outbound

This paper cites NVIDIA A100 Tensor Core GPU: Performance and Innovation,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems NVIDIA A100 Tensor Core GPU: Performance and Innovation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.076081Z

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 902d8e3d-2bd6-4ab3-8d15-b2fb0254e289 · outbound

This paper cites With Shared Microexponents, A Little Shifting Goes a Long Way,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems With Shared Microexponents, A Little Shifting Goes a Long Way,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.068313Z

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 940b1038-6ba5-4566-8c88-bdc22e7d89a0 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems OPT: Open Pre-trained Transformer Language Models,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.059020Z

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 74fd6d98-2bec-4bf0-8aa4-96dc39f56856 · outbound

This paper cites Transformers are SSMs: generalized models and effi- cient algorithms through structured state space duality,.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems Transformers are SSMs: generalized models and effi- cient algorithms through structured state space duality,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:26:16.050222Z

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 10eff353-e98b-47e3-8785-50d4e1809aa1 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

On Design Principles for Efficient Heterogeneous DRAM-PIM-GPU Systems OPT: Open Pre-trained Transformer Language Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-08T00:26:16.008092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.