Centaur: Hybrid Processing in On/Off-chip Memory Architecture for Graph Analytics

2020 57th ACM/IEEE Design Automation Conference (DAC) ◽

10.1109/dac18072.2020.9218624 ◽

2020 ◽

Author(s):

Abraham Addisie ◽

Valeria Bertacco

Keyword(s):

Memory Architecture ◽

Graph Analytics

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Performance characterization of a DRAM-NVM hybrid memory architecture for HPC applications using intel optane DC persistent memory modules

Proceedings of the International Symposium on Memory Systems - MEMSYS '19 ◽

10.1145/3357526.3357541 ◽

2019 ◽

Author(s):

Onkar Patil ◽

Latchesar Ionkov ◽

Jason Lee ◽

Frank Mueller ◽

Michael Lang

Keyword(s):

Memory Architecture ◽

Performance Characterization ◽

Hybrid Memory ◽

Persistent Memory ◽

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Gluon: a communication-optimizing substrate for distributed heterogeneous graph analytics

ACM SIGPLAN Notices ◽

10.1145/3296979.3192404 ◽

2018 ◽

Vol 53 (4) ◽

pp. 752-768 ◽

Author(s):

Roshan Dathathri ◽

Gurbinder Gill ◽

Loc Hoang ◽

Hoang-Vu Dang ◽

Alex Brooks ◽

...

Keyword(s):

Graph Analytics

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Technological Design of 3D NAND based Compute-in-Memory Architecture for GB-scale Deep Neural Network

IEEE Electron Device Letters ◽

10.1109/led.2020.3048101 ◽

2020 ◽

pp. 1-1

Author(s):

Wonbo Shim ◽

Shimeng Yu

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Memory Architecture ◽

Technological Design

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TUPIM: A Transparent and Universal Processing-in-Memory Architecture for Unmodified Binaries

Proceedings of the 2020 on Great Lakes Symposium on VLSI ◽

10.1145/3386263.3406896 ◽

2020 ◽

Author(s):

Sheng Xu ◽

Xiaoming Chen ◽

Xuehai Qian ◽

Yinhe Han

Keyword(s):

Memory Architecture

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On the Feasibility of Using Reduced-Precision Tensor Core Operations for Graph Analytics

2020 IEEE High Performance Extreme Computing Conference (HPEC) ◽

10.1109/hpec43674.2020.9286152 ◽

2020 ◽

Author(s):

Jesun Sahariar Firoz ◽

Ang Li ◽

Jiajia Li ◽

Kevin Barker

Keyword(s):

Graph Analytics

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Recent Advances on Graph Analytics and Its Applications in Healthcare

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining ◽

10.1145/3394486.3406469 ◽

2020 ◽

Author(s):

Fei Wang ◽

Peng Cui ◽

Jian Pei ◽

Yangqiu Song ◽

Chengxi Zang

Keyword(s):

Graph Analytics ◽

Recent Advances

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CATCAM: Constant-time Alteration Ternary CAM with Scalable In-Memory Architecture

2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) ◽

10.1109/micro50266.2020.00038 ◽

2020 ◽

Author(s):

Dibei Chen ◽

Zhaoshi Li ◽

Tianzhu Xiong ◽

Zhiwei Liu ◽

Jun Yang ◽

...

Keyword(s):

Constant Time ◽

Memory Architecture

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Matrix Multiplication with SQL Queries for Graph Analytics

2020 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata50022.2020.9378275 ◽

2020 ◽

Author(s):

Xiantian Zhou ◽

Carlos Ordonez

Keyword(s):

Matrix Multiplication ◽

Graph Analytics

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Aggregation Support for Modern Graph Analytics in TigerGraph

Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data ◽

10.1145/3318464.3386144 ◽

2020 ◽

Author(s):

Alin Deutsch ◽

Yu Xu ◽

Mingxi Wu ◽

Victor E. Lee

Keyword(s):

Graph Analytics

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MANNA: prototype of a distributed memory architecture with maximized sustained performance

Proceedings of 4th Euromicro Workshop on Parallel and Distributed Processing ◽

10.1109/empdp.1996.500600 ◽

2002 ◽

Author(s):

W.K. Giloi ◽

U. Bruening ◽

W. Schroeder-Preikschat

Keyword(s):

Distributed Memory ◽

Memory Architecture ◽

Sustained Performance ◽

Distributed Memory Architecture

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