Big Data Analytics: Proceedings of CSI 2015

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