PhD Research Topics in Mapreduce

What is MapReduce and Its Working? Map-reduce is a processing engine for data mining. It helps to compute an enormous volume of digitized data on a large cluster ecosystem. At first, it extracts any form of data (Text, Audio, Video, etc.) from several sources. Then, it assigns them to different nodes in the cluster. At last, it combines the results from each and every node to form a unified result.

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Innovative PhD Research Topics in MapReduce
Some of the Primary Integrated Domains in Mapreduce
  • Vehicular sensor network
  • Big data analytics
  • Internet of Things
  • SDN and also in CDN
  • Cloud Computing
  • Mobile Computing
Core areas on our PhD research topics in Mapreduce
  • Code Refactoring and also Access Point Decoding
  • Graph Data Processing
  • Minimal Failing Input Detection
  • Dependency-Aware Data Locality
  • Mitigation of Data Skew
  • Word Processing and also in Data Compression
  • Resource Demand Forecasting
  • Data-Driven Parallel Video Transcoding
  • Assessing Checkpoint Interval also for Fault-Tolerance

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Further latest ideas from our research topics in Mapreduce are collected here,

Firsthand function of  Improved Differential Privacy K-Means Algorithm Based on MapReduce

An inventive source for Dynamic Performance Aware Reduce Task Scheduling in MapReduce on Virtualized Environment

An effectual performance for MapReduce Scheduling in Deadline-Constrained Jobs for Heterogeneous Cloud Computing Systems

An innovative method for Decoupled MapReduce process of Shared-Memory Multi-Core Manners

An innovative performance for Analyzing fault tolerance mechanism of Hadoop Mapreduce under different type of failures

An effective overview and an Approach designed for Graph Data Processing using Hadoop MapReduce

An innovative process of Feature based on Composite Approach for Sarcasm Detection used by MapReduce

An innovative method for Achieving Performance and Programmability for MapReduce(-Like) Frames

A new-fangled mechanism for Novel Parameter Tuning Alogrithm by MapReduce Model

An inventive thkings for Multi-trigger Check pointing Tactic function by Fast Task Recovery in MapReduce

A novel method for Deadline-Aware MapReduce Job Scheduling with Dynamic Resource Availability scheme

An effectual mechanism for  Programming-Language Independent MapReduce based on Shared-Memory Systems

An inventive method for  Unifying Optimization of Speculative Execution based on Deadline-Critical MapReduce Jobs

An innovative method for Dependency-Aware Data Locality for MapReduce

An innovative mechanism for Optimizing Multi-Job Application Execution in MapReduce

An innovative method for Parallel Semi-Supervised Multi-Ant Colonies Clustering Ensemble Based on MapReduce Methodology

A new-fangled mechanism for Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data

An effective function for MapReduce Scheduling in Hadoop Yarn on Heterogeneous Clusters

A new source for Decoupled Strategy based on Imbalanced Workloads in MapReduce Structures

A modern mechanism for Finding simple sequence repeats within human genome using MapReduce based K-mer algorithm scheme

PhD Research Topics in Mapreduce

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