MapReduce Programming and Cost-based Optimization? Crossing this Chasm with Starfish
by
Herodotos Herodotou
,
Fei Dong
,
Shivnath Babu
Active Bibliography
| 2 | No One (Cluster) Size Fits All: Automatic Cluster Sizing for Data-intensive Analytics – Herodotos Herodotou, Fei Dong, Shivnath Babu |
| 1 | Profiling, What-if Analysis, and Cost-based Optimization of MapReduce Programs – Herodotos Herodotou, Shivnath Babu |
| Purlieus: Locality-aware Resource Allocation for MapReduce in a Cloud – Balaji Palanisamy, Aameek Singh, Ling Liu, Bhushan Jain | |
| PerfXplain: Debugging MapReduce Job Performance – Nodira Khoussainova, Magdalena Balazinska, Dan Suciu | |
| 5 | Towards Optimal Resource Provisioning for Running MapReduce Programs in Public Clouds – Fengguang Tian, Keke Chen |
| Parallel Data Processing with MapReduce: A Survey – Kyong-ha Lee, Yoon-joon Lee, Hyunsik Choi, Yon Dohn Chung, Bongki Moon | |
| 1 | An Optimization Framework for Map-Reduce Queries – Leonidas Fegaras, Chengkai Li, Upa Gupta |
| 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 | |
| Automated Profiling and Resource Management of Pig Programs for Meeting Service Level Objectives – Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo, Abhishek Verma | |
| HP Labs – Yongchul Kwon, Magdalena Balazinska, Bill Howe, Jerome Rolia | |
| Efficient MapReduce in the Cloud – Michael Cardosa, Aameek Singh, Himabindu Pucha, Michael Cardosa, Aameek Singh, Himabindu Pucha, Abhishek Chandra | |
| CURRICULUM VITAE – Rares Vernica, Professor Michael, J. Carey | |
| 2 | Exploring MapReduce Efficiency with Highly-Distributed Data ∗ – Michael Cardosa, Chenyu Wang, Anshuman Nangia, Abhishek Ch, Jon Weissman |
| 13 | The Performance of MapReduce: An In-depth Study – Dawei Jiang, Beng Chin, Ooi Lei, Shi Sai Wu |
| 5 | A Platform for Scalable One-Pass Analytics using MapReduce – Boduo Li, Edward Mazur, Yanlei Diao, Andrew Mcgregor, Prashant Shenoy |
| Praveen Kumar Assistant Professor, – Piyush Saxena, Satyajit Padhy | |
| MapReduce with Deltas – R. Lämmel, D. Saile | |
| U N I V E R S – Calum Robert, William Clark | |
| RDFPath: Path Query Processing on Large RDF Graphs with MapReduce – Martin Przyjaciel-zablocki, Er Schätzle, Thomas Hornung, Georg Lausen |
