Aapo Kyrola

Publication Activity (10 Years)

Years Active: 2010-2017
Publications (10 Years): 2

Top Topics

Benchmark Suite

Top Venues

Proc. VLDB Endow.

ACM Trans. Parallel Comput.

Publications

Priya Goyal, Piotr Dollár, Ross B. Girshick, Pieter Noordhuis, Lukasz Wesolowski, Aapo Kyrola, Andrew Tulloch, Yangqing Jia, Kaiming He
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour. CoRR (2017)
Harsha Vardhan Simhadri, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola
Experimental Analysis of Space-Bounded Schedulers. ACM Trans. Parallel Comput. 3 (1) (2016)
Aapo Kyrola, Julian Shun, Guy E. Blelloch
Beyond Synchronous: New Techniques for External-Memory Graph Connectivity and Minimum Spanning Forest. SEA (2014)
Yucheng Low, Joseph E. Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
GraphLab: A New Framework For Parallel Machine Learning. CoRR (2014)
Aapo Kyrola, Carlos Guestrin
GraphChi-DB: Simple Design for a Scalable Graph Database System - on Just a PC. CoRR (2014)
Harsha Vardhan Simhadri, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola
Experimental analysis of space-bounded schedulers. SPAA (2014)
Aapo Kyrola
DrunkardMob: billions of random walks on just a PC. RecSys (2013)
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
Distributed GraphLab: A Framework for Machine Learning in the Cloud. Proc. VLDB Endow. 5 (8) (2012)
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
Distributed GraphLab: A Framework for Machine Learning in the Cloud CoRR (2012)
Raymond Cheng, Ji Hong, Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, Enhong Chen
Kineograph: taking the pulse of a fast-changing and connected world. EuroSys (2012)
Aapo Kyrola, Guy E. Blelloch, Carlos Guestrin
GraphChi: Large-Scale Graph Computation on Just a PC. OSDI (2012)
Julian Shun, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola, Harsha Vardhan Simhadri, Kanat Tangwongsan
Brief announcement: the problem based benchmark suite. SPAA (2012)
Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin
Parallel Coordinate Descent for L1-Regularized Loss Minimization. ICML (2011)
Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin
Parallel Coordinate Descent for L1-Regularized Loss Minimization CoRR (2011)
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin
GraphLab: A Distributed Framework for Machine Learning in the Cloud CoRR (2011)
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
GraphLab: A New Framework For Parallel Machine Learning. UAI (2010)
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein
GraphLab: A New Framework for Parallel Machine Learning CoRR (2010)