Abstract : Phoenix, an implementation of MapReduce for shared-memory systems that includes a programming API and an efï¬cient runtime system. … More
Tag: 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
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
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
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
Starï¬sh: 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, scientiï¬c and engineering … More
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
Flood: Elastic Streaming Map Reduce
Abstract Distributed data stream processing (DSP) is used to analyze information and raise alarms in business-critical scenarios such as financial … More
FlumeJava: Easy, Efï¬cient Data-Parallel Pipelines
MapReduce and similar systems significantly ease the task of writing data-parallel code. However, many real-world computations require a pipeline of … More
