Search Results - subject:"Mapreduce"

Parallel naïve Bayes regression model-based collaborative filtering recommendation algorithm and its realisation on Hadoop for big data

Wen, Shiqi; Wang, Cheng; Li, Haibo; Zheng, Guoqi - In: International journal of information technology and … 18 (2019) 2/3, pp. 129-142

Persistent link: https://www.econbiz.de/10012155990

A Geospatial Dynamic Microsimulation Model for Household Population Projections

Rogers, Susan M.; Rineer, James; Scruggs, Matthew D.; … - In: International Journal of Microsimulation 7 (2014) 2, pp. 119-146

Forecasting Populations (FPOP) is a microsimulation model (MSM) that is the demographic core of an extensible modeling framework. The framework, with FPOP at its core, enables the geospatial projection of a population under purely demographic processes or under the additional influence of...

Persistent link: https://www.econbiz.de/10010960070

Hengam a MapReduce-Based Distributed Data Warehouse for Big Data: A MapReduce-Based Distributed Data Warehouse for Big Data

Barkhordari, Mohammadhossein; Niamanesh, Mahdi - In: International Journal of Artificial Life Research (IJALR) 8 (2018) 1, pp. 16-35

data locality. In this article, a MapReduce-based method called Hengam is proposed. In this method, data format unification …

Persistent link: https://www.econbiz.de/10012042921

On the Exploration of Equal Length Cellular Automata Rules Targeting a MapReduce Design in Cloud

Kundu, Anirban; Mitra, Arnab; Chattopadhyay, Matangini; … - In: International Journal of Cloud Applications and … 8 (2018) 2, pp. 1-26

A MapReduce design with Cellular Automata (CA) is presented in this research article to facilitate load … Automata (ELCA) are considered for the design. This article explores ELCA rules and presents an ELCA based MapReduce design in … cloud. New algorithms are presented for i) synthesis, ii) classification of ELCA rules, and iii) ELCA based MapReduce design …

Persistent link: https://www.econbiz.de/10012043393

A New MapReduce Approach with Dynamic Fuzzy Inference for Big Data Classification Problems

Jin, Shangzhu; Peng, Jun; Xie, Dong - In: International Journal of Cognitive Informatics and … 12 (2018) 3, pp. 40-54

Currently, big data and its applications have become one of the emergent topics. In practice, MapReduce framework and … framework of MapReduce with dynamic fuzzy inference/interpolation for big data applications (BigData-DFRI) is reported. The …

Persistent link: https://www.econbiz.de/10012043711

A Novel Solution for Scaling Video Shot Boundary Detection Based on Hadoop

Dib, Ahmed; Sellami, Mokhtar - In: International Journal of Distributed Systems and … 9 (2018) 3, pp. 39-52

MapReduce based solution is proposed. So, instead of handling consecutive frames in a sequential manner, they can be processed …

Persistent link: https://www.econbiz.de/10012044200

Big Data and Its Visualization With Fog Computing

Segall, Richard S.; Niu, Gao - In: International Journal of Fog Computing (IJFC) 1 (2018) 2, pp. 51-82

Big Data is data sets that are so voluminous and complex that traditional data processing application software are inadequate to deal with them. This article discusses what is Big Data, and its characteristics, and how this information revolution of Big Data is transforming our lives and the new...

Persistent link: https://www.econbiz.de/10012044788

A Predictive Map Task Scheduler for Optimizing Data Locality in MapReduce Clusters

Merabet, Mohamed; Benslimane, Sidi mohamed; Barhamgi, … - In: International Journal of Grid and High Performance … 10 (2018) 4, pp. 1-14

MapReduce clusters because of network bisection bandwidth becomes a bottleneck. Task scheduler assigns the most appropriate map …

Persistent link: https://www.econbiz.de/10012045082

An Analytical Approach for Optimizing the Performance of Hadoop Map Reduce Over RoCE

Geetha J.; Uday Bhaskar N; Chenna Reddy P. - In: International Journal of Information Communication … 10 (2018) 2, pp. 1-14

decade. These data processing engines are modeled around the MapReduce paradigm. This article explores Hadoop's MapReduce … algorithm for RoCE enabled MapReduce and a mathematical derivation contrasting the runtime of vanilla Hadoop. This article …

Persistent link: https://www.econbiz.de/10012045393

A Hierarchical Hadoop Framework to Handle Big Data in Geo-Distributed Computing Environments

Cavallo, Marco; Di Modica, Giuseppe; Tomarchio, Orazio; … - In: International Journal of Information Technologies and … 11 (2018) 1, pp. 16-47

MapReduce has been able to keep the promise of speeding up the computation over Big Data within a cluster. This article focuses …

Persistent link: https://www.econbiz.de/10012046068