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Articles on Big Data, HPC, and Highly Scalable Software Engineering
Browsing All posts tagged under »mapreduce«
MapReduce Patterns, Algorithms, and Use Cases
In this article I digested a number of MapReduce patterns and algorithms to give a systematic view of the different techniques that can be found on the web or scientific articles. Several practical case studies are also provided. All descriptions and code snippets use the standard Hadoop’s MapReduce model with Mappers, Reduces, Combiners, Partitioners, and sorting. This […]
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Ilya Katsov
- Distributed Algorithms in NoSQL Databases
- Speeding Up Hadoop Builds Using Distributed Unit Tests
- Fast Intersection of Sorted Lists Using SSE Instructions
- Probabilistic Data Structures for Web Analytics and Data Mining
- Hierarchical Navigation and Faceted Search on Top of Oracle Coherence
- NoSQL Data Modeling Techniques
- Tricks with Direct Memory Access in Java
- MapReduce Patterns, Algorithms, and Use Cases
- Implementation of MVCC Transactions for Key-Value Stores
- Performance of Priority Queue Sorting with Pagination
February 1, 2012
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