Research

Renan DelValle, Abhishek Jain, Pradyumna Kaushik, Jessica Hartog, Madhusudhan Govindaraju, “Exploiting Efficiency Opportunities based on Workloads with Electron on Heterogeneous Clusters”, accepted for publication in the The 10th IEEE/ACM International Conference on Utility and Cloud Computing (UCC), 2017. [doi:10.1145/3147213.3147226] [pdf]
Renan DelValle, Abhishek Jain, Pradyumna Kaushik, Jessica Hartog, Madhusudhan Govindaraju, “Electron: Towards Efficient Resource Management on Heterogeneous Clusters with Apache Mesos”, accepted for publication in the IEEE International Conference on Cloud Computing (CLOUD), Applications Track, 2017. [doi:10.1109/CLOUD.2017.41] [pdf]
Renan DelValle, Gourav Rattihalli, Angel Beltre, Madhusudhan Govindaraju, Michael Lewis , “Exploring the Design Space for Optimizations with Apache Aurora and Mesos”, in the IEEE International Conference on Cloud Computing (CLOUD), Applications Track, 2016. [doi:10.1109/CLOUD.2016.0077 ] [pdf]
Jessica Hartog, Renan Delvalle, Madhusudhan Govindaraju, Michael J. Lewis: Performance Analysis of Adapting a MapReduce Framework to Dynamically Accommodate Heterogeneity. Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLSDKCS) 20:108-130 (2015)
Jessica Hartog, Renan DelValle, Madhusudhan Govindaraju, Michael Lewis, “Configuring A MapReduce Framework for Performance-Heterogeneous Clusters”, in IEEE Big Data 2014, Research Track, June 27 – July 2, 2014, Anchorage, Alaska, USA. [bibtex] [pdf]