Advances in Big Data and Cloud Computing

This book is a compendium of the proceedings of the International Conference on Big-Data and Cloud Computing. It includes recent advances in the areas of big data analytics, cloud computing, the Internet of nano things, cloud security, data analytics in the cloud, smart cities and grids, etc. Primarily focusing on the application of knowledge that promotes ideas for solving the problems of the society through cutting-edge technologies, it provides novel ideas that further world-class research and development. This concise compilation of articles approved by a panel of expert reviewers is an invaluable resource for researchers in the area of advanced engineering sciences.

Table of Contents

Chapter 1 An Ontology-Based Approach For Automatic Cloud Service Monitoring And Management
Chapter 2 Incorporating Collaborative Tagging In Social Recommender Systems
Chapter 3 Twitter Sentimental Analysis On Fan Engagement
Chapter 4 A Hybrid Semantic Algorithm For Web Image Retrieval Incorporating Ontology Classification And User-Driven Query Expansion
Chapter 5 Attribute Selection Based On Correlation Analysis
Chapter 6 Taxi Travel Time Prediction Using Ensemble-Based Random Forest And Gradient Boosting Model
Chapter 7 Virtual Machine Migration—A Perspective Study
Chapter 8 Anomaly Detection In Mapreduce Using Transformation Provenance
Chapter 9 Evaluation Of Mapreduce-Based Distributed Parallel Machine Learning Algorithms
Chapter 10 Tsed: Top-K Ranked Searchable Encryption For Secure Cloud Data Storage
Chapter 11 An Efficient Forward Secure Authenticated Encryption Scheme With Ciphertext Authentication Based On Two Hard Problems
Chapter 12 Clustered Queuing Model For Task Scheduling In Cloud Environment
Chapter 13 Static And Dynamic Analysis For Android Malware Detection
Chapter 14 Performance Analysis Of Statistical-Based Pixel Purity Index Algorithms For Endmember Extraction In Hyperspectral Imagery
Chapter 15 A Multimedia Cloud Framework To Guarantee Quality Of Experience (Qoe) In Live Streaming
Chapter 16 Spectral Band Subsetting For The Accurate Mining Of Two Target Classes From The Remotely Sensed Hyperspectral Big Data
Chapter 17 Semantic-Based Sensitive Topic Dissemination Control Mechanism For Safe Social Networking
Chapter 18 A Random Fourier Features Based Streaming Algorithm For Anomaly Detection In Large Datasets
Chapter 19 Sbkmeda: Sorting-Based K-Median Clustering Algorithm Using Multi-Machine Technique For Big Data
Chapter 20 Cohesive Sub-Network Mining In Protein Interaction Networks Using Score-Based Co-Clustering With Mapreduce Model (Mr-Coc)
Chapter 21 Design And Development Of Hybridized Dbscan-Nn Approach For Location Prediction To Place Water Treatment Plant
Chapter 22 Coupling On Method Call Metric—A Cognitive Approach
Chapter 23 An Intrusion Detection System Using Correlation, Prioritization And Clustering Techniques To Mitigate False Alerts
Chapter 24 Performance Analysis Of Clustering-Based Routing Protocols For Wireless Sensor Networks
Chapter 25 A Secure Encryption Scheme Based On Certificateless Proxy Signature
Chapter 26 A Two-Stage Queue Model For Context-Aware Task Scheduling In Mobile Multimedia Cloud Environments
Chapter 27 Degree Of Match-Based Hierarchical Clustering Technique For Efficient Service Discovery
Chapter 28 Providing Confidentiality For Medical Image—An Enhanced Chaotic Encryption Approach
Chapter 29 A Novel Node Collusion Method For Isolating Sinkhole Nodes In Mobile Ad Hoc Cloud
Chapter 30 Asymmetric Addition Chaining Cryptographic Algorithm (Acca) For Data Security In Cloud
Chapter 31 Improved Key Generation Scheme Of Rsa (Ikgsr) Algorithm Based On Offline Storage For Cloud
Chapter 32 Multi-Qos And Interference Concerned Reliable Routing In Military Information System
Chapter 33 A Secure Cloud Data Storage Combining Dna Structure And Multi-Aspect Time-Integrated Cut-Off Potential
Chapter 34 Enhanced Secure Sharing Of Phrs In Cloud Using Attribute-Based Encryption And Signature With Keyword Search
Chapter 35 Grey Wolf Optimization-Based Big Data Analytics For Dengue Outbreak Prediction
Chapter 36 Design Of Smart Traffic Signal System Using Internet Of Things And Genetic Algorithm
Chapter 37 An Innovated Sirs Model For Information Spreading