Phases, Modalities, Temporal and Spatial Locality: Domain Specific ML
Prefetcher for Accelerating Graph Analytics

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Phases, Modalities, Temporal and Spatial Locality: Domain Specific ML Prefetcher for Accelerating Graph Analytics

10 December 2022

Rajgopal Kannan

Viktor K. Prasanna

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Papers citing "Phases, Modalities, Temporal and Spatial Locality: Domain Specific ML Prefetcher for Accelerating Graph Analytics"

12 / 12 papers shown

Title
Attention Bottlenecks for Multimodal Fusion Arsha Nagrani Shan Yang Anurag Arnab A. Jansen Cordelia Schmid Chen Sun 104 569 0 30 Jun 2021
Graph Learning: A Survey Xiwei Xu Ke Sun Shuo Yu Abdul Aziz Liangtian Wan Shirui Pan Huan Liu GNN 87 353 0 03 May 2021
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems Maciej Besta Raghavendra Kanakagiri Grzegorz Kwa'sniewski Rachata Ausavarungnirun Jakub Beránek ... Salvatore Di Girolamo Marek Konieczny Nils Blach O. Mutlu Torsten Hoefler 41 86 0 15 Apr 2021
Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation D. Powers 175 5,293 0 11 Oct 2020
Reactive Soft Prototype Computing for Concept Drift Streams Christoph Raab Moritz Heusinger Frank-Michael Schleif 50 122 0 10 Jul 2020
Learning under Concept Drift: A Review Jie Lu Anjin Liu Fan Dong Feng Gu João Gama Guangquan Zhang AI4TS 65 1,290 0 13 Apr 2020
An Empirical Guide to the Behavior and Use of Scalable Persistent Memory Jian Yang Juno Kim Morteza Hoseinzadeh Joseph Izraelevitz Steven Swanson 25 408 0 09 Aug 2019
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems Laura von Rueden S. Mayer Katharina Beckh B. Georgiev Sven Giesselbach ... Rajkumar Ramamurthy Michal Walczak Jochen Garcke Christian Bauckhage Jannis Schuecker 81 643 0 29 Mar 2019
Accelerating PageRank using Partition-Centric Processing Kartik Lakhotia Rajgopal Kannan Viktor Prasanna 38 41 0 21 Sep 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 111 2,937 0 26 May 2017
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 374 7,561 0 02 Dec 2016
GraphLab: A New Framework For Parallel Machine Learning Yucheng Low Joseph E. Gonzalez Aapo Kyrola Danny Bickson Carlos Guestrin J. M. Hellerstein 62 908 0 09 Aug 2014