MapReduce Programming and Cost-based Optimization? Crossing this Chasm with Starfish

by Herodotos Herodotou , Fei Dong , Shivnath Babu
Citations:4 - 2 self

Active Bibliography

19 No One (Cluster) Size Fits All: Automatic Cluster Sizing for Data-intensive Analytics – Herodotos Herodotou, Fei Dong, Shivnath Babu
6 Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs – Herodotos Herodotou, Shivnath Babu
3 PerfXplain: Debugging MapReduce Job Performance – Nodira Khoussainova, Magdalena Balazinska, Dan Suciu
1 Cross-Phase Optimization in MapReduce – Benjamin Heintz, Chenyu Wang, Abhishek Ch, Jon Weissman - 2013
14 Purlieus: Locality-aware Resource Allocation for MapReduce in a Cloud – Balaji Palanisamy, Aameek Singh, Ling Liu, Bhushan Jain
1 Environments ∗ – Benjamin Heintz, Abhishek Ch, Ramesh K. Sitaraman, Benjamin Heintz, Abhishek Chandra, Ramesh K. Sitaraman
Optimizing MapReduce . . . Environments – Benjamin Heintz, Abhishek Chandra, Ramesh K. Sitaraman - 2012
12 Towards Optimal Resource Provisioning for Running MapReduce Programs in Public Clouds – Fengguang Tian, Keke Chen
4 An Optimization Framework for Map-Reduce Queries – Leonidas Fegaras, Chengkai Li, Upa Gupta
3 Parallel Data Processing with MapReduce: A Survey – Kyong-ha Lee, Yoon-joon Lee, Hyunsik Choi, Yon Dohn Chung, Bongki Moon
7 Stubby: A Transformation-based Optimizer for MapReduce – Harold Lim, Herodotos Herodotou, Shivnath Babu
This paper is posted at ScholarlyCommons. http://repository.upenn.edu/cis reports/970Processing Data-intensive Workflows in – The Cloud, Zhuoyao Zhang, The Cloud, Zhuoyao Zhang - 2012
IIT Bombay – Nicolas Bruno, Sapna Jain, Jingren Zhou
1 Meeting Service Level Objectives of Pig Programs – Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo, Abhishek Verma - 2012
Improving Resource Utilization in MapReduce – Zhenhua Guo, Geoffrey Fox, Mo Zhou, Yang Ruan
Performance Modeling of MapReduce Jobs in Heterogeneous Cloud Environments – Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo
Getting More for Less in Optimized MapReduce Workflows – Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo
2 Optimizing Completion Time and Resource Provisioning of Pig Programs – Zhuoyao Zhang, Ludmila Cherkasova, Abhishek Verma, Boon Thau Loo - 2012
ABACUS: An Auction-Based Approach to Cloud Service Differentiation – Zhenjie Zhang, Richard T. B. Ma, Jianbing Ding, Yin Yang