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Curating Complex Systems

Tag: map reduce

Phoenix, an implementation of MapReduce for shared-memory systems

Abstract : Phoenix, an implementation of MapReduce for shared-memory systems that includes a programming API and an efficient runtime system. … More

map reduce

HAIL – Only Aggressive Elephants are Fast Elephants

Typically we store data based on any one of the different physical layouts (such as row, column, vertical, PAX etc). … More

distributed programming, hadoop, map reduce

The Limitation of MapReduce: A Probing Case and a Lightweight Solution

While we usually see enough papers that deal with the applications of the Map Reduce programming model this one for … More

distributed compiler, map reduce

Hive – A Warehousing Solution Over a Map-Reduce Framework

The size of data sets being collected and analyzed in the industry for business intelligence is growing rapidly, making traditional … More

distributed database, map reduce

MOON: MapReduce On Opportunistic eNvironments

MapReduce offers a flexible programming model for processing and generating large data sets on dedicated resources, where only a small … More

map reduce, volunteer distributed computing

Starfish: A Self-tuning System for Big Data Analytics

Timely and cost-effective analytics over “Big Data” is now a key ingredient for success in many businesses, scientific and engineering … More

map reduce

FuzzyTable : fuzzy-matching database over Hadoop

FuzzyTable is a large-scale, low-latency, parallel fuzzy-matching database built over Hadoop. It can use any matching algorithm that can compare … More

map reduce

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