Big Data Analytics: Proceedings of CSI 2015

Description

This volume comprises the select proceedings of the annual convention of the Computer Society of India. Divided into 10 topical volumes, the proceedings present papers on state-of-the-art research, surveys, and succinct reviews. The volumes cover diverse topics ranging from communications networks to big data analytics, and from system architecture to cyber security. This volume focuses on Big Data Analytics. The contents of this book will be useful to researchers and students alike. Front Matter ....Pages i-xviii Need for Developing Intelligent Interfaces for Big Data Analytics in the Microfinance Industry (Purav Parikh, Pragya Singh)....Pages 1-5 Unified Resource Descriptor over KAAS Framework (Subhajit Bhattacharya)....Pages 7-18 An Adaptable and Secure Intelligent Smart Card Framework for Internet of Things and Cloud Computing (T. Daisy Premila Bai, A. Vimal Jerald, S. Albert Rabara)....Pages 19-28 A Framework for Ontology Learning from Taxonomic Data (Chandan Kumar Deb, Sudeep Marwaha, Alka Arora, Madhurima Das)....Pages 29-37 Leveraging MapReduce with Column-Oriented Stores: Study of Solutions and Benefits (Narinder K. Seera, S. Taruna)....Pages 39-46 Hadoop: Solution to Unstructured Data Handling (Aman Madaan, Vishal Sharma, Prince Pahwa, Prasenjit Das, Chetan Sharma)....Pages 47-54 Task-Based Load Balancing Algorithm by Efficient Utilization of VMs in Cloud Computing (Ramandeep Kaur, Navtej Singh Ghumman)....Pages 55-61 A Load Balancing Algorithm Based on Processing Capacities of VMs in Cloud Computing (Ramandeep Kaur, Navtej Singh Ghumman)....Pages 63-69 Package-Based Approach for Load Balancing in Cloud Computing (Amanpreet Chawla, Navtej Singh Ghumman)....Pages 71-77 Workload Prediction of E-business Websites on Cloud Using Different Methods of ANN (Supreet Kaur Sahi, V. S. Dhaka)....Pages 79-87 Data Security in Cloud-Based Analytics (Charru Hasti, Ashema Hasti)....Pages 89-96 Ontology-Based Ranking in Search Engine (Rahul Bansal, Jyoti, Komal Kumar Bhatia)....Pages 97-109 Hidden Data Extraction Using URL Templates Processing (Babita Ahuja, Anuradha, Dimple Juneja)....Pages 111-126 Automatic Generation of Ontology for Extracting Hidden Web Pages ( Manvi, Komal Kumar Bhatia, Ashutosh Dixit)....Pages 127-139 Importance of SLA in Cloud Computing (Angira Ghosh Chowdhury, Ajanta Das)....Pages 141-147 A Survey on Cloud Computing (Mohammad Ubaidullah Bokhari, Qahtan Makki, Yahya Kord Tamandani)....Pages 149-164 Adapting and Reducing Cost in Cloud Paradigm (ARCCP) (Khushboo Tripathi, Dharmender Singh Kushwaha)....Pages 165-174 Power Aware-Based Workflow Model of Grid Computing Using Ant-Based Heuristic Approach (T. Sunil Kumar Reddy, Dasari Naga Raju, P. Ravi Kumar, S. R. Raj Kumar)....Pages 175-184 Image Categorization Using Improved Data Mining Technique (Pinki Solanki, Girdhar Gopal)....Pages 185-193 An Effective Hybrid Encryption Algorithm for Ensuring Cloud Data Security (Vikas Goyal, Chander Kant)....Pages 195-210 Big Data Analytics: Recent and Emerging Application in Services Industry (Rajesh Math)....Pages 211-219 An Analysis of Resource-Aware Adaptive Scheduling for HPC Clusters with Hadoop (S. Rashmi, Anirban Basu)....Pages 221-232 Analytical and Perspective Approach of Big Data in Cloud Computing (Rekha Pal, Tanvi Anand, Sanjay Kumar Dubey)....Pages 233-239 Implementation of CouchDBViews (Subita Kumari, Pankaj Gupta)....Pages 241-251 Evolution of FOAF and SIOC in Semantic Web: A Survey (Gagandeep Singh Narula, Usha Yadav, Neelam Duhan, Vishal Jain)....Pages 253-263 Classification of E-commerce Products Using RepTree and K-means Hybrid Approach (Neha Midha, Vikram Singh)....Pages 265-273 A Study of Factors Affecting MapReduce Scheduling (Manisha Gaur, Bhawna Minocha, Sunil Kumar Muttoo)....Pages 275-281 Outlier Detection in Agriculture Domain: Application and Techniques (Sonal Sharma, Rajni Jain)....Pages 283-296 A Framework for Twitter Data Analysis (Imran Khan, S. K. Naqvi, Mansaf Alam, S. N. A. Rizvi)....Pages 297-303 Web Structure Mining Algorithms: A Survey (Neha Tyagi, Santosh Kumar Gupta)....Pages 305-317 Big Data Analytics via IoT with Cloud Service (Saritha Dittakavi, Goutham Bhamidipati, V. Siva Krishna Neelam)....Pages 319-328 A Proposed Contextual Model for Big Data Analysis Using Advanced Analytics (Manjula Ramannavar, Nandini S. Sidnal)....Pages 329-339 Ranked Search Over Encrypted Cloud Data in Azure Using Secure K-NN (Himaja Cheruku, P. Subhashini)....Pages 341-350 DCI3 Model for Privacy Preserving in Big Data ( Hemlata, Preeti Gulia)....Pages 351-362 Study of Sentiment Analysis Using Hadoop (Dipty Sharma)....Pages 363-376 OPTIMA (OPinionated Tweet Implied Mining and Analysis) (Ram Chatterjee, Monika Goyal)....Pages 377-389 Mobile Agent Based MapReduce Framework for Big Data Processing (Umesh Kumar, Sapna Gambhir)....Pages 391-402 Review of Parallel Apriori Algorithm on MapReduce Framework for Performance Enhancement (Ruchi Agarwal, Sunny Singh, Satvik Vats)....Pages 403-411 A Novel Approach to Realize Internet of Intelligent Things (Vishal Mehta)....Pages 413-419 An Innovative Approach of Web Page Ranking Using Hadoop- and Map Reduce-Based Cloud Framework (Dheeraj Malhotra, Monica Malhotra, O. P. Rishi)....Pages 421-427 SAASQUAL: A Quality Model for Evaluating SaaS on the Cloud Computing Environment (Dhanamma Jagli, Seema Purohit, N. Subhash Chandra)....Pages 429-437 Scalable Aspect-Based Summarization in the Hadoop Environment (Kalyanasundaram Krishnakumari, Elango Sivasankar)....Pages 439-449 Parallel Mining of Frequent Itemsets from Memory-Mapped Files (T. Anuradha)....Pages 451-457 Handling Smurfing Through Big Data (Akshay Chadha, Preeti Kaur)....Pages 459-470 A Novel Approach for Semantic Prefetching Using Semantic Information and Semantic Association (Sonia Setia, Jyoti, Neelam Duhan)....Pages 471-479 Optimized Cost Model with Optimal Disk Usage for Cloud (Mayank Aggrawal, Nishant Kumar, Raj Kumar)....Pages 481-485 Understanding Live Migration Techniques Intended for Resource Interference Minimization in Virtualized Cloud Environment (Tarannum Bloch, R. Sridaran, CSR Prashanth)....Pages 487-497 Cloud Security Issues and Challenges (Dhaivat Dave, Nayana Meruliya, Tirth D. Gajjar, Grishma T. Ghoda, Disha H. Parekh, R. Sridaran)....Pages 499-514 A Novel Approach to Protect Cloud Environments Against DDOS Attacks (Nagaraju Kilari, R. Sridaran)....Pages 515-523 An Approach for Workflow Scheduling in Cloud Using ACO (V Vinothina, R Sridaran)....Pages 525-531 Data Type Identification and Extension Validator Framework Model for Public Cloud Storage (D. Boopathy, M. Sundaresan)....Pages 533-541 Robust Fuzzy Neuro system for Big Data Analytics (Ritu Taneja, Deepti Gaur)....Pages 543-552 Deployment of Cloud Using Open-Source Virtualization: Study of VM Migration Methods and Benefits (Garima Rastogi, Satya Narayan, Gopal Krishan, Rama Sushil)....Pages 553-563 Implementation of Category-Wise Focused Web Crawler (Jyoti Pruthi, Monika)....Pages 565-574 MAYA: An Approach for Energy and Cost Optimization for Mobile Cloud Computing Environments (Jitender Kumar, Amita Malik)....Pages 575-581 Load Balancing in Cloud—A Systematic Review (Veenita Kunwar, Neha Agarwal, Ajay Rana, J. P. Pandey)....Pages 583-593 Cloud-Based Big Data Analytics—A Survey of Current Research and Future Directions (Samiya Khan, Kashish Ara Shakil, Mansaf Alam)....Pages 595-604 Fully Homomorphic Encryption Scheme with Probabilistic Encryption Based on Euler’s Theorem and Application in Cloud Computing (Vinod Kumar, Rajendra Kumar, Santosh Kumar Pandey, Mansaf Alam)....Pages 605-611 Big Data: Issues, Challenges, and Techniques in Business Intelligence (Mudasir Ahmad Wani, Suraiya Jabin)....Pages 613-628 Cloud Computing in Bioinformatics and Big Data Analytics: Current Status and Future Research (Kashish Ara Shakil, Mansaf Alam)....Pages 629-640 Generalized Query Processing Mechanism in Cloud Database Management System (Shweta Malhotra, Mohammad Najmud Doja, Bashir Alam, Mansaf Alam)....Pages 641-648 Deliberative Study of Security Issues in Cloud Computing (Chandani Kathad, Tosal Bhalodia)....Pages 649-657 An Overview of Optimized Computing Approach: Green Cloud Computing (Archana Gondalia, Rahul N. Vaza, Amit B. Parmar)....Pages 659-666 A Literature Review of QoS with Load Balancing in Cloud Computing Environment ( Geeta, Shiva Prakash)....Pages 667-675 WAMLB: Weighted Active Monitoring Load Balancing in Cloud Computing (Aditya Narayan Singh, Shiva Prakash)....Pages 677-685 Applications of Attribute-Based Encryption in Cloud Computing Environment (Vishnu Shankar, Karan Singh)....Pages 687-692 Query Optimization: Issues and Challenges in Mining of Distributed Data (Pramod Kumar Yadav, Sam Rizvi)....Pages 693-698 Comprehensive Study of Cloud Computing and Related Security Issues (Manju Khari, Manoj kumar, Vaishali)....Pages 699-707 Healthcare Data Analysis Using R and MongoDB (Sonia Saini, Shruti Kohli)....Pages 709-715 Data Mining Tools and Techniques for Mining Software Repositories: A Systematic Review (Tamanna Siddiqui, Ausaf Ahmad)....Pages 717-726 SWOT Analysis of Cloud Computing Environment (Sonal Dubey, Kritika Verma, M. A. Rizvi, Khaleel Ahmad)....Pages 727-737 A Review on Quality of Service in Cloud Computing ( Geeta, Shiva Prakash)....Pages 739-748 Association Rule Mining for Finding Admission Tendency of Engineering Student with Pattern Growth Approach (Rashmi V. Mane, V. R. Ghorpade)....Pages 749-758 Integrated Effect of Nearest Neighbors and Distance Measures in k-NN Algorithm (Rashmi Agrawal)....Pages 759-766