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913
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MapReduce: simplified data processing on large clusters
– Jeffrey Dean, Sanjay Ghemawat
- 2004
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5
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ARIA: automatic resource inference and allocation for MapReduce environments
– A Verma, L Cherkasova, R H Campbell
- 2011
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5
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FLEX: A Slot Allocation Scheduling Optimizer for MapReduce Workloads
– J Wolf, D Rajan, K Hildrum, R Khandekar, V Kumar, S Parekh, K-L Wu, A Balmin
- 2010
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9
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ParaTimer: A Progress Indicator for MapReduce DAGs
– Kristi Morton, Magdalena Balazinska, Dan Grossman
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11
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Starfish: A Self-tuning System for Big Data Analytics
– Herodotos Herodotou, Harold Lim, Gang Luo, Nedyalko Borisov, Liang Dong, Fatma Bilgen Cetin, Shivnath Babu
- 2011
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265
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Dryad: Distributed data-parallel programs from sequential building blocks
– M Isard, M Budiu, Y Yu, A Birrell, D Fetterly
- 2007
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41
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Hive- A Warehousing Solution Over a Map-Reduce Framework
– Ashish Thusoo, Joydeep Sen Sarma, Namit Jain, Zheng Shao, Prasad Chakka, Suresh Anthony, Hao Liu, Pete Wyckoff, Raghotham Murthy
- 2009
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3
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Optimal Two- and Three-Stage
– S Johnson
- 1954
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3
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Performance-Driven Task Co-Scheduling for MapReduce Environments
– J Polo, D Carrera, Y Becerra, J Torres, E Ayguadé, M Steinder, I Whalley
- 2010
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3
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CoScan: Cooperative Scan Sharing in the Cloud
– X Wang, C Olston, A Sarma, R Burns
- 2011
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27
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Building a High-Level Dataflow System on top of Map-Reduce: The Pig Experience
– Alan F. Gates, Olga Natkovich, Shubham Chopra, Pradeep Kamath, Shravan M. Narayanamurthy, Christopher Olston, Benjamin Reed, Santhosh Srinivasan, Utkarsh Srivastava
- 2009
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13
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Statistics-Driven Workload Modeling for the Cloud
– Archana Ganapathi, Yanpei Chen, Armando Fox, Randy Katz, David Patterson
- 2010
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158
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An efficient data clustering method for very large databases
– T ZHANG, R RAMAKRISHNAN, M BIRCH LIVNY
- 1996
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10
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VISTA: Validating and refining clusters via visualization
– Keke Chen, Ling Liu, Keke Chen, Ling Liu
- 2004
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1
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CloudVista: Visual Cluster Exploration for Extreme Scale Data in the Cloud
– Keke Chen, Huiqi Xu, Fengguang Tian, Shumin Guo
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1
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Building a High-Level
– A Gates, O Natkovich, S Chopra, P Kamath, S Narayanam, C Olston, B Reed, S Srinivasan, U Srivastava
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1
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CoScan: Cooperative Scan Sharing
– X Wang, C Olston, A Sarma, R Burns
- 2011
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65
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SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets
– Ronnie Chaiken, Bob Jenkins, Per-åke Larson, Bill Ramsey, Darren Shakib, Simon Weaver, Jingren Zhou
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7
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Towards Optimizing Hadoop Provisioning in the Cloud
– Karthik Kambatla, Abhinav Pathak, Himabindu Pucha
|
