Hadoop Project Ideas

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Hadoop Project Ideas

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List of Hadoop Project Ideas:

• Location mining from online social networks
• Interference prevention of Private Attributes
• Access Control in Social Networks
• Proliferation of data
• Streaming analytics increasing through Apache Spark and Flink
• Data Analytics Increasing and increasing Cloud based Data Analytics
• Various Attacks exist to determine anonymized data
• Privacy and security balancing on online social networks
• Secure cloud, Internet of Things and Big Data Security and Privacy
• Hadoop Log Analysis

             -Root cause analysis

             -Failure Prediction

• Hadoop Data Rebalancing

             -Based on Load and Access Patterns

• Prediction analytics on Cloud [Machine Learning and Artificial Intelligence]

             -BigML

             -IBM Watson

             -Google Prediction API

             -Amazon Machine learning API

             -Microsoft Azure Machine Learning API

• Deep Learning become Mainstream

             -Machine Translation

             -Language Processing

             -Automatic Image Caption Generation

             -Facial Recognition

             -Automatic Game Playing

             -Object Classification and Detection

Hadoop Hosting on Cloud:

-Microsoft Azure

• Service developed by HDI with Hortonworks
• It allows programming extensions with .NET
• It supports Linux with Ubuntu for the creation of Hadoop Clusters

-Amazon EC2/S3 services

• It is possible to run on Hadoop
• Less amount of time taken to the number of entries and amount of data processing

-Amazon Elastic MapReduce

• It is used for Hadoop cluster provisioning
• Handles data transfer between S3 and EC2
• Apache Hive offers data warehouse services in Elastic MapReduce that built on top of Hadoop

-Centurylink Cloud

• It offers both a managed and un-managed model through Hadoop
• It also includes some solutions like MongoDB and Cassandra

-Google Cloud Platform

• It ranging from self-managed to Google-managed
• Google Cloud Dataproc– A managed Hadoop and spark service
• Command Line Tools (Bdutil)– Shell scripts collection that manually creates and manages Hadoop and Spark clusters

Some of the Research based Hadoop Project Ideas Topics:

• Apriori Hadoop BDSA Based Cloud System in Intelligent Big Data Analytics for Adaptive E-Commerce Website Ranking
• Wide Area Motion Imagery Based Multiple Moving Target Tracking Using Architecture of Real Time High Performance Computation
• Evaluate Mahout Clustering Algorithms Performance Using Streaming Dataset
• High Performance Neural Network Based on MapReduce in Power Systems Enabling Fast Stability Assessment
• Dynamic Load Balancing Based on Sliding Window for Heterogeneous Hadoop Clusters
• Design and Implement HDFS Data Encryption Approach on Hadoop Using ARIA Algorithm
• Hadoop Parallel Reading in Non-delimited Variable Length Record Collections Using Random Access
• Implement Virtual Data Centers Prototype for Distributed and Parallel Big Data Processing in Hadoop Framework
• Hadoop Space Efficient File Formats for Big Data Warehouse Framework Using Relational Query Optimization Technique
• Frequently Accessed Data Files to Flexible Replication Management Using Hadoop in Hadoop Distributed File System
• Identify Moving Object from Efficient Processing and Storage of Video Data Using Hadoop/MapReduce
• Hadoop Server using Hybrid Product Recommendation Scheme for Amazon Dataset
• Implementation of Predict Node Implementation in Hadoop Environment to network Analysis Using a Novel Technique
• Enhance Performance Across Real Tome Decision Making and Data Processing Using Big Data Analytics in Embedded Smart City Infrastructure
• Data Partitioning on Hadoop Clusters Paradigm in Frequent Item-set Mining