Search: mapreduce, 2010, MapReduce
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- The Performance of MapReduce: An in-depth Study
... Recently, a new distributed com- puting paradigm, called MapReduce, and its open source implementation Hadoop, has been widely adopted ... data warehouse system, called Cheetah, built on top of MapReduce. Cheetah is designed specifically for our online advertising ...
Publication - kolb - 11/09/2023 - 23:27 - 1 attachment
- Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce
... Recently, a new distributed com- puting paradigm, called MapReduce, and its open source implementation Hadoop, has been widely adopted ... data warehouse system, called Cheetah, built on top of MapReduce. Cheetah is designed specifically for our online advertising ...
Publication - kolb - 11/09/2023 - 23:05 - 1 attachment
- MRShare: Sharing Across Multiple Queries in MapReduce
... Amazon EC2) can be directly mapped to monetary value. MapReduce has been a popular frame- work in the context of cloud computing, ... In this paper we propose a sharing framework tailored to MapReduce. Our framework, MRShare, transforms a batch of queries into a new ...
Publication - kolb - 11/09/2023 - 23:38 - 1 attachment
- Optimizing Joins in a Map-Reduce Environment
... join-mr.pdf 243.91 KB (Joins, MapReduce, Parallel Data Processing) ...
Publication - kolb - 11/09/2023 - 23:27 - 1 attachment
- MapReduce and parallel DBMSs: friends or foes?
... Abadi, D MapReduce complements DBMSs since databases are not designed for extract- transform-load tasks, a MapReduce specialty. Year: ...
Publication - kolb - 11/09/2023 - 21:05 - 1 attachment
- Efficient Parallel Set-Similarity Joins Using MapReduce
... set-simi- larity joins in parallel using the popular MapReduce frame- work. We propose a 3-stage approach for end-to-end set- ... (Data Integration, Entity Resolution, Hadoop, ics.uci.edu, MapReduce) ...
Publication - kolb - 11/09/2023 - 23:27 - 1 attachment
- Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing)
... Schad, J MapReduce is a computing paradigm that has gained a lot of at- tention in ... from industry and research. Unlike paral- lel DBMSs, MapReduce allows non-expert users to run complex analytical tasks over very ...
Publication - kolb - 11/09/2023 - 23:49 - 1 attachment
- MapDupReducer: Detecting Near Duplicates over Massive Datasets
... show the design and implemen- tation of MapDupReducer, a MapReduce based system ca- pable of detecting near duplicates over massive ... 338.49 KB (Data Integration, Hadoop, MapReduce, PPJoin+) ...
Publication - admin - 11/10/2023 - 00:16 - 1 attachment
- Runtime Measurements in the Cloud: Observing, Analyzing, and Reducing Variance
... ance in CPU, I/O, and network. And, we use a multi-node MapReduce application to quantify the impact on real data- intensive ... MB (Cloud Computing, Cloud Infrastructure, MapReduce, Service Level Agreement) ...
Publication - admin - 11/09/2023 - 23:16 - 1 attachment