Large-scale cluster management at Google with Borg A Verma, L Pedrosa, M Korupolu, D Oppenheimer, E Tune, J Wilkes Proceedings of the tenth european conference on computer systems, 1-17, 2015 | 1824 | 2015 |
Aria: automatic resource inference and allocation for mapreduce environments A Verma, L Cherkasova, RH Campbell Proceedings of the 8th ACM international conference on Autonomic computing …, 2011 | 605 | 2011 |
Resource provisioning framework for mapreduce jobs with performance goals A Verma, L Cherkasova, RH Campbell Middleware 2011: ACM/IFIP/USENIX 12th International Middleware Conference …, 2011 | 249 | 2011 |
Scaling genetic algorithms using mapreduce A Verma, X Llora, DE Goldberg, RH Campbell 2009 ninth international conference on intelligent systems design and …, 2009 | 235 | 2009 |
Two sides of a coin: Optimizing the schedule of mapreduce jobs to minimize their makespan and improve cluster performance A Verma, L Cherkasova, RH Campbell 2012 IEEE 20th international symposium on modeling, analysis and simulation …, 2012 | 121 | 2012 |
Deadline-based workload management for MapReduce environments: Pieces of the performance puzzle A Verma, L Cherkasova, VS Kumar, RH Campbell 2012 IEEE Network Operations and Management Symposium, 900-905, 2012 | 116 | 2012 |
Breaking the MapReduce stage barrier A Verma, B Cho, N Zea, I Gupta, RH Campbell Cluster computing 16, 191-206, 2013 | 106 | 2013 |
Play it again, simmr! A Verma, L Cherkasova, RH Campbell 2011 IEEE International Conference on Cluster Computing, 253-261, 2011 | 103 | 2011 |
Creating a model relating to execution of a job on platforms L Cherkasova, A Verma US Patent App. 13/751,262, 2014 | 85 | 2014 |
Estimating a performance parameter of a job having map and reduce tasks after a failure L Cherkasova, A Verma US Patent 9,244,751, 2016 | 81 | 2016 |
Mithra: Multiple data independent tasks on a heterogeneous resource architecture R Farivar, A Verma, EM Chan, RH Campbell 2009 IEEE International Conference on Cluster Computing and Workshops, 1-10, 2009 | 81 | 2009 |
Orchestrating an ensemble of MapReduce jobs for minimizing their makespan A Verma, L Cherkasova, RH Campbell IEEE Transactions on dependable and secure Computing 10 (5), 314-327, 2013 | 79 | 2013 |
Automated profiling and resource management of pig programs for meeting service level objectives Z Zhang, L Cherkasova, A Verma, BT Loo Proceedings of the 9th international conference on Autonomic computing, 53-62, 2012 | 66 | 2012 |
Evaluating job packing in warehouse-scale computing A Verma, M Korupolu, J Wilkes 2014 IEEE International Conference on Cluster Computing (CLUSTER), 48-56, 2014 | 54 | 2014 |
Determining an allocation of resources for a job L Cherkasova, A Verma US Patent 8,799,916, 2014 | 44 | 2014 |
Workload manager for mapreduce environments L Cherkasova, A Verma US Patent App. 13/458,069, 2013 | 41 | 2013 |
Scheduling map and reduce tasks for jobs execution according to performance goals A Verma, L Cherkasova US Patent App. 14/009,366, 2014 | 37 | 2014 |
Job scheduling based on map stage and reduce stage duration A Verma, L Cherkasova, VS Kumar US Patent 8,732,720, 2014 | 35 | 2014 |
Scaling eCGA model building via data-intensive computing A Verma, X Llora, S Venkataraman, DE Goldberg, RH Campbell IEEE congress on evolutionary computation, 1-8, 2010 | 34 | 2010 |
Scheduling mapreduce job sets L Cherkasova, A Verma US Patent 9,141,430, 2015 | 30 | 2015 |