GraphLab: A New Framework For Parallel Machine Learning. - Yucheng Low; Joseph Gonzalez 001; Aapo Kyrola; Danny Bickson; Carlos Guestrin; Joseph M. Hellerstein (UAI, 2010)

Parallel Coordinate Descent for L1-Regularized Loss Minimization. - Joseph K. Bradley; Aapo Kyrola; Danny Bickson; Carlos Guestrin (ICML, 2011)

GraphLab: A Distributed Framework for Machine Learning in the Cloud - Yucheng Low; Joseph Gonzalez 001; Aapo Kyrola; Danny Bickson; Carlos Guestrin (CoRR, 2011)

Kineograph: taking the pulse of a fast-changing and connected world. - Raymond Cheng 001; Ji Hong; Aapo Kyrola; Youshan Miao; Xuetian Weng; Ming Wu 007; Fan Yang 024; Lidong Zhou; Feng Zhao 001; Enhong Chen (EuroSys, 2012)

GraphChi: Large-Scale Graph Computation on Just a PC. - Aapo Kyrola; Guy E. Blelloch; Carlos Guestrin (OSDI, 2012)

Brief announcement: the problem based benchmark suite. - Julian Shun; Guy E. Blelloch; Jeremy T. Fineman; Phillip B. Gibbons; Aapo Kyrola; Harsha Vardhan Simhadri; Kanat Tangwongsan (SPAA, 2012)

Distributed GraphLab: A Framework for Machine Learning in the Cloud. - Yucheng Low; Joseph Gonzalez 001; Aapo Kyrola; Danny Bickson; Carlos Guestrin; Joseph M. Hellerstein (Proc. VLDB Endow., 2012)

DrunkardMob: billions of random walks on just a PC. - Aapo Kyrola (RecSys, 2013)

Beyond Synchronous: New Techniques for External-Memory Graph Connectivity and Minimum Spanning Forest. - Aapo Kyrola; Julian Shun; Guy E. Blelloch (SEA, 2014)

GraphChi-DB: Simple Design for a Scalable Graph Database System - on Just a PC. - Aapo Kyrola; Carlos Guestrin (CoRR, 2014)

Experimental Analysis of Space-Bounded Schedulers. - Harsha Vardhan Simhadri; Guy E. Blelloch; Jeremy T. Fineman; Phillip B. Gibbons; Aapo Kyrola (ACM Trans. Parallel Comput., 2016)

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour. - Priya Goyal; Piotr Dollár; Ross B. Girshick; Pieter Noordhuis; Lukasz Wesolowski; Aapo Kyrola; Andrew Tulloch; Yangqing Jia; Kaiming He (CoRR, 2017)