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GraphR: Accelerating Graph Processing Using ReRAM

21 August 2017

Yiran Chen

Papers citing "GraphR: Accelerating Graph Processing Using ReRAM"

37 / 37 papers shown

Simultaneous Many-Row Activation in Off-the-Shelf DRAM Chips: Experimental Characterization and AnalysisDependable Systems and Networks (DSN), 2024

...

463

09 May 2024

Revisiting Main Memory-Based Covert and Side Channel Attacks in the Context of Processing-in-Memory

Konstantinos Kanellopoulos

480

17 Apr 2024

A Two Level Neural Approach Combining Off-Chip Prediction with Adaptive Prefetch FilteringInternational Symposium on High-Performance Computer Architecture (HPCA), 2024

Alexandre Valentin Jamet

22 Mar 2024

MIMDRAM: An End-to-End Processing-Using-DRAM System for High-Throughput, Energy-Efficient and Programmer-Transparent Multiple-Instruction Multiple-Data Processing

300

29 Feb 2024

FARe: Fault-Aware GNN Training on ReRAM-based PIM Accelerators

Pratyush Dhingra

Chukwufumnanya Ogbogu

B. K. Joardar

J. Doppa

Anantharaman Kalyanaraman

P. Pande

138

19 Jan 2024

Pruning random resistive memory for optimizing analogue AI

Yi Li

...

Qi Liu

183

13 Nov 2023

Accelerating Generic Graph Neural Networks via Architecture, Compiler, Partition Method Co-Design

Shuwen Lu

Zhihui Zhang

Cong Guo

Jingwen Leng

Yangjie Zhou

Minyi Guo

GNN

134

16 Aug 2023

Retrospective: A Scalable Processing-in-Memory Accelerator for Parallel Graph Processing

334

27 Jun 2023

ALP: Alleviating CPU-Memory Data Movement Overheads in Memory-Centric SystemsIEEE Transactions on Emerging Topics in Computing (IEEE TETC), 2022

Konstantinos Kanellopoulos

Nastaran Hajinazar

Juan Gómez Luna

O. Mutlu

155

13 Dec 2022

PIM-tree: A Skew-resistant Index for Processing-in-MemoryProceedings of the VLDB Endowment (PVLDB), 2022

230

18 Nov 2022

NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators

265

10 Nov 2022

Callipepla: Stream Centric Instruction Set and Mixed Precision for Accelerating Conjugate Gradient SolverSymposium on Field Programmable Gate Arrays (FPGA), 2022

175

28 Sep 2022

Accelerating Neural Network Inference with Processing-in-DRAM: From the Edge to the CloudIEEE Micro (IEEE Micro), 2022

254

19 Sep 2022

Sparse Attention Acceleration with Synergistic In-Memory Pruning and On-Chip RecomputationMicro (MICRO), 2022

Amir Yazdanbakhsh

Ashkan Moradifirouzabadi

Zheng Li

Mingu Kang

189

01 Sep 2022

Heterogeneous Data-Centric Architectures for Modern Data-Intensive Applications: Case Studies in Machine Learning and DatabasesIEEE Computer Society Annual Symposium on VLSI (VLSI), 2022

201

29 May 2022

Methodologies, Workloads, and Tools for Processing-in-Memory: Enabling the Adoption of Data-Centric ArchitecturesIEEE Computer Society Annual Symposium on VLSI (VLSI), 2022

327

29 May 2022

COIN: Communication-Aware In-Memory Acceleration for Graph Convolutional NetworksIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JESTCAS), 2022

278

15 May 2022

Serpens: A High Bandwidth Memory Based Accelerator for General-Purpose Sparse Matrix-Vector Multiplication

328

24 Nov 2021

AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive CrossbarsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021

Lingfang Zeng

196

15 Nov 2021

Pyxis: An Open-Source Performance Dataset of Sparse AcceleratorsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021

Linghao Song

Yuze Chi

Jason Cong

193

08 Oct 2021

Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-in-Memory Hardware

233

04 Oct 2021

Sextans: A Streaming Accelerator for General-Purpose Sparse-Matrix Dense-Matrix MultiplicationSymposium on Field Programmable Gate Arrays (FPGA), 2021

361

22 Sep 2021

On the Accuracy of Analog Neural Network Inference Accelerators

385

03 Sep 2021

Efficient On-Chip Communication for Parallel Graph-Analytics on Spatial Architectures

Khushal Sethi

GNN

235

26 Aug 2021

SIMDRAM: An End-to-End Framework for Bit-Serial SIMD Computing in DRAM

262

26 May 2021

Accelerating Large Scale Real-Time GNN Inference using Channel PruningProceedings of the VLDB Endowment (PVLDB), 2021

219

10 May 2021

Benchmarking a New Paradigm: An Experimental Analysis of a Real Processing-in-Memory Architecture

555

102

09 May 2021

DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement BottlenecksIEEE Access (IEEE Access), 2021

609

08 May 2021

SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory SystemsMicro (MICRO), 2021

Maciej Besta

Raghavendra Kanakagiri

Grzegorz Kwa'sniewski

Rachata Ausavarungnirun

Jakub Beránek

...

Salvatore Di Girolamo

350

104

15 Apr 2021

SIMDRAM: A Framework for Bit-Serial SIMD Processing Using DRAM

130

22 Dec 2020

ReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers

Linghao Song

Fan Chen

Xuehai Qian

Hai Li

Yiran Chen

509

06 Nov 2020

PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-efficient ReRAMIEEE transactions on computers (IEEE Trans. Comput.), 2019

157

24 Dec 2019

SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix OperationsMicro (MICRO), 2019

Konstantinos Kanellopoulos

243

23 Oct 2019

Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph QueriesACM Computing Surveys (ACM CSUR), 2019

601

142

20 Oct 2019

An Overview of In-memory Processing with Emerging Non-volatile Memory for Data-intensive ApplicationsACM Great Lakes Symposium on VLSI (GLSVLSI), 2019

121

15 Jun 2019

A Survey on Graph Processing Accelerators: Challenges and Opportunities

298

26 Feb 2019

An Efficient Graph Accelerator with Parallel Data Conflict Management

Pengcheng Yao

GNN

146

03 Jun 2018