Advances in Big Data and Cloud Computing

1. Front Matter

   Pages i-x

   PDF

2. An Ontology-Based Approach for Automatic Cloud Service Monitoring and Management

   • Kirit J. Modi, Debabrata Paul Chowdhury, Sanjay Garg

   Pages 1-16

3. Incorporating Collaborative Tagging in Social Recommender Systems

   • K. Vani, T. Swathiha

   Pages 17-26

4. Twitter Sentimental Analysis on Fan Engagement

   • Rasika Shreedhar Bhangle, K. Sornalakshmi

   Pages 27-39

5. A Hybrid Semantic Algorithm for Web Image Retrieval Incorporating Ontology Classification and User-Driven Query Expansion

   • Gerard Deepak, J. Sheeba Priyadarshini

   Pages 41-49

6. Attribute Selection Based on Correlation Analysis

   • Jatin Bedi, Durga Toshniwal

   Pages 51-61

7. Taxi Travel Time Prediction Using Ensemble-Based Random Forest and Gradient Boosting Model

   • Bharat Gupta, Shivam Awasthi, Rudraksha Gupta, Likhama Ram, Pramod Kumar, Bakshi Rohit Prasad et al.

   Pages 63-78

8. Virtual Machine Migration—A Perspective Study

   • Christina Terese Joseph, John Paul Martin, K. Chandrasekaran, A. Kandasamy

   Pages 79-89

9. Anomaly Detection in MapReduce Using Transformation Provenance

   • Anu Mary Chacko, Jayendra Sreekar Medicherla, S. D. Madhu Kumar

   Pages 91-99

10. Evaluation of MapReduce-Based Distributed Parallel Machine Learning Algorithms

    • Ashish Kumar Gupta, Prashant Varshney, Abhishek Kumar, Bakshi Rohit Prasad, Sonali Agarwal

    Pages 101-111

11. TSED: Top-k Ranked Searchable Encryption for Secure Cloud Data Storage

    • B. Lydia Elizabeth, A. John Prakash, V. Rhymend Uthariaraj

    Pages 113-121

12. An Efficient Forward Secure Authenticated Encryption Scheme with Ciphertext Authentication Based on Two Hard Problems

    • Renu Mary Daniel, Elijah Blessing Rajsingh, Salaja Silas

    Pages 123-133

13. Clustered Queuing Model for Task Scheduling in Cloud Environment

    • Sridevi S., Rhymend Uthariaraj V.

    Pages 135-145

14. Static and Dynamic Analysis for Android Malware Detection

    • Krishna Sugunan, T. Gireesh Kumar, K. A. Dhanya

    Pages 147-155

15. Performance Analysis of Statistical-Based Pixel Purity Index Algorithms for Endmember Extraction in Hyperspectral Imagery

    • S. Graceline Jasmine, V. Pattabiraman

    Pages 157-167

16. A Multimedia Cloud Framework to Guarantee Quality of Experience (QoE) in Live Streaming

    • D. Preetha Evangeline, Anandhakumar Palanisamy

    Pages 169-184

17. Spectral Band Subsetting for the Accurate Mining of Two Target Classes from the Remotely Sensed Hyperspectral Big Data

    • H. N. Meenakshi, P. Nagabhushan

    Pages 185-196

18. Semantic-Based Sensitive Topic Dissemination Control Mechanism for Safe Social Networking

    • Bhuvaneswari Anbalagan, C. Valliyammai

    Pages 197-207

19. A Random Fourier Features based Streaming Algorithm for Anomaly Detection in Large Datasets

    • Deena P. Francis, Kumudha Raimond

    Pages 209-217

20. SBKMEDA: Sorting-Based K-Median Clustering Algorithm Using Multi-Machine Technique for Big Data

    • E. Mahima Jane, E. George Dharma Prakash Raj

    Pages 219-225

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.

• Big Data
• Cloud Computing
• Cloud Security
• Data Analytics in Cloud
• Big Data and Cloud Computing applications

• Department of Computer Sciences Technology, Karunya University, Coimbatore, India

  Elijah Blessing Rajsingh, J. Dinesh Peter

• Department of Computer Science, Erik Jonsson School of Engineering and Computer Science, University of Texas at Dallas, Richardson, USA

  Jey Veerasamy

• Department of Civil and Environmental Engineering, University of Missouri, Columbia, USA

  Amir H. Alavi

ELIJAH BLESSING RAJSINGH is currently the Registrar of Karunya University, Coimbatore, India. He received his PhD from Anna University, India in 2005. His research areas include network security, mobile computing, wireless and ad hoc networks, medical image processing, parallel and distributed computing, grid computing and pervasive computing. He has published a number of articles for respected journals. He is a member of the IEEE, CSI and ISTE, and has served as an advisory board member for various international conferences.

JEY VEERASAMY is Director of the Center for Computer Science Education & Outreach and a member of the teaching faculty at the Department of Computer Science, University of Texas at Dallas, USA. Prior to joining the UT Dallas in August 2010, he worked in the US wireless telecom software industry (Nortel & Samsung) for 16 years, while also teaching online courses for several colleges. Having now returned to academia to focus onteaching, he travels to India regularly to offer technical lectures & workshops and share his US experience with Indian students. 

Amir H. Alavi is an Assistant Professor with a joint appointment in the Civil and Environmental Engineering Department at the University of Missouri and the University of Missouri Extension Business Development Program. His multidisciplinary research integrates sensing, computation, control, networking and information systems into the civil infrastructure to create cyber-physical infrastructure systems. Dr. Alavi’s research interests include smart cities, smart infrastructure, structural health monitoring, deployment of advanced sensors, energy harvesting and civil engineering system informatics. Dr. Alavi has authored four books and more than 150 publications in archival journals, book chapters and conference proceedings. He has received a number of award certificates for his journal articles. Recently, he has been selected among theScholar Google 300 Most Cited Authors in Civil Engineering, as well as Web of Science ESI’s World Top 1% Scientific Minds. He has served as the editor/guest editor of several journals such as Case Studies in Construction Material, Automation in Construction, Geoscience Frontiers, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, and Advances in Mechanical Engineering.

J. DINESH PETER is currently working with the Department of Computer Sciences Technology at Karunya University, Coimbatore. He received his PhD in Computer Science from the National Institute of Technology Calicut. His research focus areas include Big Data, image processing and computer vision. He has authored several publications for reputed international journals. Further, he is a member of the IEEE and CSI, and has served as session chair and delivered plenary speeches for various international conferences and workshops.

Policies and ethics