Distributed graphlab: A framework for machine learning in the cloud Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein arXiv preprint arXiv:1204.6078, 2012 | 2063 | 2012 |

Accurate, large minibatch sgd: Training imagenet in 1 hour P Goyal, P Dollár, R Girshick, P Noordhuis, L Wesolowski, A Kyrola, ... arXiv preprint arXiv:1706.02677, 2017 | 1531 | 2017 |

Graphchi: Large-scale graph computation on just a {PC} A Kyrola, G Blelloch, C Guestrin 10th {USENIX} Symposium on Operating Systems Design and Implementation …, 2012 | 1128 | 2012 |

Graphlab: A new framework for parallel machine learning Y Low, JE Gonzalez, A Kyrola, D Bickson, CE Guestrin, J Hellerstein arXiv preprint arXiv:1408.2041, 2014 | 888 | 2014 |

Graphlab: A new parallel framework for machine learning Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein Conference on uncertainty in artificial intelligence (UAI) 20, 2010 | 432 | 2010 |

Parallel coordinate descent for l1-regularized loss minimization JK Bradley, A Kyrola, D Bickson, C Guestrin arXiv preprint arXiv:1105.5379, 2011 | 331 | 2011 |

Kineograph: taking the pulse of a fast-changing and connected world R Cheng, J Hong, A Kyrola, Y Miao, X Weng, M Wu, F Yang, L Zhou, ... Proceedings of the 7th ACM european conference on Computer Systems, 85-98, 2012 | 256 | 2012 |

Brief announcement: the problem based benchmark suite J Shun, GE Blelloch, JT Fineman, PB Gibbons, A Kyrola, HV Simhadri, ... Proceedings of the twenty-fourth annual ACM symposium on Parallelism in …, 2012 | 194 | 2012 |

Platform for continuous graph update and computation F Yang, L Zhou, M Wu, A Kyrola, R Cheng, Y Miao, X Weng, J Hong US Patent 9,244,983, 2016 | 45 | 2016 |

Graphlab: A distributed framework for machine learning in the cloud Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin arXiv preprint arXiv:1107.0922, 2011 | 30 | 2011 |

Drunkardmob: billions of random walks on just a pc A Kyrola Proceedings of the 7th ACM conference on Recommender systems, 257-264, 2013 | 28 | 2013 |

GraphChi-DB: Simple design for a scalable graph database system--on just a PC A Kyrola, C Guestrin arXiv preprint arXiv:1403.0701, 2014 | 21 | 2014 |

Experimental analysis of space-bounded schedulers HV Simhadri, GE Blelloch, JT Fineman, PB Gibbons, A Kyrola ACM Transactions on Parallel Computing (TOPC) 3 (1), 1-27, 2016 | 18 | 2016 |

Beyond synchronous: new techniques for external-memory graph connectivity and minimum spanning forest A Kyrola, J Shun, G Blelloch International Symposium on Experimental Algorithms, 123-137, 2014 | 5 | 2014 |

Distributed GraphLab Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, J Hellerstein A Framework for Machine Learning and Data Mining in the Cloud,” VLDB 12, 0 | 3 | |

Large-scale Graph Computation on Just a PC A Kyrola CARNEGIE-MELLON UNIV PITTSBURGH PA SCHOOL OF COMPUTER SCIENCE, 2014 | 2 | 2014 |

Platform for continuous graph update and computation F Yang, A Kyrola, X Weng, R Cheng, M Wu, J Hong, L Zhou, Y Miao US Patent 9,589,069, 2017 | | 2017 |

Computation on a Single Machine A Kyrola Carnegie Mellon University, 2013 | | 2013 |

Tutorial for GraphLab Python API: Lasso Shooting Algorithm A Kyrölä | | 2010 |

Program SPAA 2014 Y Li, X Tang, W Cai, K Daudjee, S Kamali, A Lopez-Ortiz, S Im, B Moseley, ... | | |