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Java Project Titles in Big Data
Software Tools & Technologies
Operating System:
Ubuntu 14.04 LTS 64bit / Windows 10
Development Tools:
Netbean 11, Apache Hadoop / Spark / Pig / Ambari / Mahout / Hive
Language:
JAVA SE 11
Big Data Project list
A Novel Clustering Method Using Enhanced Grey Wolf Optimizer and MapReduce - [2018]
A User-Oriented Taxi Ridesharing System with Large-Scale Urban GPS Sensor Data - [2018]
A multimodal fusion based framework to reinforce IDS for securing Big Data environment using Spark - [2018]
A novel mapreduce algorithm for distributed mining of sequential patterns using co-occurrence information - [2018]
An Intermediate Data Partition Algorithm for Skew Mitigation in Spark Computing Environment - [2018]
An efficient fuzzy c-means approach based on canonical polyadic decomposition for clustering big data in IoT - [2018]
Applying spark based machine learning model on streaming big data for health status prediction - [2018]
Big Data Sanitization and Cyber Situational Awareness: A Network Telescope Perspective - [2018]
Big Data for Cybersecurity: Vulnerability Disclosure Trends and Dependencies - [2018]
Big data time series forecasting based on nearest neighbours distributed computing with Spark - [2018]
BusBeat: Early Event Detection with Real-Time Bus GPS Trajectories - [2018]
Classification Performance Improvement Using Random Subset Feature Selection Algorithm for Data Mining - [2018]
Comparative Analysis of Energy-Efficient Scheduling Algorithms for Big Data Applications - [2018]
Complex Queries Optimization and Evaluation over Relational and NoSQL Data Stores in Cloud Environments - [2018]
Constrained distance based clustering for time-series: a comparative and experimental study - [2018]
Content-Aware Partial Compression for Textual Big Data Analysis in Hadoop - [2018]
Context-Driven Granular Disclosure Control for Internet of Things Applications - [2018]
Cost-Effective Cloud Server Provisioning for Predictable Performance of Big Data Analytics - [2018]
Detecting Anomalous Behavior in Cloud Servers by Nested-Arc Hidden SEMI-Markov Model with State Summarization - [2018]
Differential Privacy Preserving of Training Model in Wireless Big Data with Edge Computing - [2018]
Distributed nearest neighbor classification for large-scale multi-label data on spark - [2018]
Effective Prediction of Missing Data on Apache Spark over Multivariable Time Series - [2018]
Efficient Path Query Processing Over Massive Trajectories on the Cloud - [2018]
Efficient Trustworthiness Management for Malicious User Detection in Big Data Collection - [2018]
HADEC- Hadoop-based live DDoS - [2018]
Handling Big Data Using a Data-Aware HDFS and Evolutionary Clustering Technique - [2018]
Human resources for Big Data professions: A systematic classification of job roles and required skill sets - [2018]
JouleMR: Towards Cost-Effective and Green-Aware Data Processing Frameworks - [2018]
Latent Ability Model: A Generative Probabilistic Learning Framework for Workforce Analytics - [2018]
Life Model: A novel representation of life-long temporal sequences in health predictive analytics - [2018]
Link Prediction in Knowledge Graphs: A Hierarchy-Constrained Approach - [2018]
MRQAR: A generic MapReduce framework to discover quantitative association rules in big data problems - [2018]
New YARN Non-Exclusive Resource Management Scheme through Opportunistic Idle Resource Assignment - [2018]
On Power-Peak-Aware Scheduling for Large-Scale Shared Clusters - [2018]
Online Internet traffic monitoring system using spark streaming - [2018]
Optimizing Taxi Driver Profit Efficiency: A Spatial Network-Based Markov Decision Process Approach - [2018]
Performance optimization of MapReduce-based Apriori algorithm on Hadoop cluster - [2018]
Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid - [2018]
SIMiner: A Stigmergy-Based Model for Mining Influential Nodes in Dynamic Social Networks - [2018]
Semantic-Based and Entity-Resolution Fusion to Enhance Quality of Big RDF Data - [2018]
Spamdoop: A Privacy-Preserving Big Data Platform for Collaborative Spam Detection - [2018]
Thermal-Aware and DVFS-Enabled Big Data Task Scheduling for Data Centers - [2018]
Time series decomposition and predictive analytics using MapReduce framework - [2018]
Towards Max-Min Fair Resource Allocation for Stream Big Data Analytics in Shared Clouds - [2018]
Using hashing and lexicographic order for Frequent Itemsets Mining on data streams - [2018]
Using machine learning to optimize parallelism in big data applications - [2018]
kluster: An Efficient Scalable Procedure for Approximating the Number of Clusters in Unsupervised Learning - [2018]
A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data - [2017]
A Pre-Authentication Approach to Proxy Re-encryption in Big Data Context - [2017]
A Secure and Verifiable Access Control Scheme for Big Data Storage in Clouds - [2017]
Attribute-Based Storage Supporting Secure Deduplication of Encrypted Data in Cloud - [2017]
Efficient Recommendation of De-Identification Policies Using MapReduce - [2017]
Heterogeneous Data Storage Management with Deduplication in Cloud Computing - [2017]
MapReduce Based Multilevel Consistent and Inconsistent Association Rule Detection from Big Data Using Interestingness Measures - [2017]
NPP: A New Privacy-Aware Public Auditing Scheme for Cloud Data Sharing with Group Users - [2017]
Revocable Identity-Based Access Control for Big Data with Verifiable Outsourced Computing - [2017]
Secure Authentication in Cloud Big Data with Hierarchical Attribute Authorization Structure - [2017]
Taxi-Passenger-Demand Modeling Based on Big Data from a Roving Sensor Network - [2017]
Application-Aware Big Data Deduplication in Cloud Environment - [2016]
FiDoop-DP: Data Partitioning in Frequent Itemset Mining on Hadoop Clusters - [2016]
Optimum Frequent Pattern Approach for Efficient Incremental Mining on Large Databases using Map Reduce - [2016]
Sentiment Analysis on Product Reviews using Hadoop - [2016]
Service Rating Prediction by Exploring Social Mobile Users Geographical Locations - [2016]
i2MapReduce: Incremental mapreduce for mining evolving big data - [2016]
An Unlicensed Taxi Identification Model Based on Big Data Analysis - [2015]
Optimizing k-means for Scalability - [2015]
PRISM: Fine-Grained Resource-Aware Scheduling for MapReduce - [2015]
Trend Analysis based on Access Pattern over Web Logs using Hadoop - [2015]
Toward Energy Efficient Big Data Gathering in Densely Distributed Sensor Networks - [2014]
Traffic Flow Prediction With Big Data: A Deep Learning Approach - [2014]
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