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Aggarwal, V. B.

Big Data Analytics

Aggarwal, V. B. - Big Data Analytics, ebook

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ISBN: 9789811066207
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Table of contents

1. Need for Developing Intelligent Interfaces for Big Data Analytics in the Microfinance Industry
Purav Parikh, Pragya Singh

2. Unified Resource Descriptor over KAAS Framework
Subhajit Bhattacharya

3. 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

4. A Framework for Ontology Learning from Taxonomic Data
Chandan Kumar Deb, Sudeep Marwaha, Alka Arora, Madhurima Das

5. Leveraging MapReduce with Column-Oriented Stores: Study of Solutions and Benefits
Narinder K. Seera, S. Taruna

6. Hadoop: Solution to Unstructured Data Handling
Aman Madaan, Vishal Sharma, Prince Pahwa, Prasenjit Das, Chetan Sharma

7. Task-Based Load Balancing Algorithm by Efficient Utilization of VMs in Cloud Computing
Ramandeep Kaur, Navtej Singh Ghumman

8. A Load Balancing Algorithm Based on Processing Capacities of VMs in Cloud Computing
Ramandeep Kaur, Navtej Singh Ghumman

9. Package-Based Approach for Load Balancing in Cloud Computing
Amanpreet Chawla, Navtej Singh Ghumman

10. Workload Prediction of E-business Websites on Cloud Using Different Methods of ANN
Supreet Kaur Sahi, V. S. Dhaka

11. Data Security in Cloud-Based Analytics
Charru Hasti, Ashema Hasti

12. Ontology-Based Ranking in Search Engine
Rahul Bansal, Jyoti, Komal Kumar Bhatia

13. Hidden Data Extraction Using URL Templates Processing
Babita Ahuja, Anuradha, Dimple Juneja

14. Automatic Generation of Ontology for Extracting Hidden Web Pages
Manvi, Komal Kumar Bhatia, Ashutosh Dixit

15. Importance of SLA in Cloud Computing
Angira Ghosh Chowdhury, Ajanta Das

16. A Survey on Cloud Computing
Mohammad Ubaidullah Bokhari, Qahtan Makki, Yahya Kord Tamandani

17. Adapting and Reducing Cost in Cloud Paradigm (ARCCP)
Khushboo Tripathi, Dharmender Singh Kushwaha

18. 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

19. Image Categorization Using Improved Data Mining Technique
Pinki Solanki, Girdhar Gopal

20. An Effective Hybrid Encryption Algorithm for Ensuring Cloud Data Security
Vikas Goyal, Chander Kant

21. Big Data Analytics: Recent and Emerging Application in Services Industry
Rajesh Math

22. An Analysis of Resource-Aware Adaptive Scheduling for HPC Clusters with Hadoop
S. Rashmi, Anirban Basu

23. Analytical and Perspective Approach of Big Data in Cloud Computing
Rekha Pal, Tanvi Anand, Sanjay Kumar Dubey

24. Implementation of CouchDBViews
Subita Kumari, Pankaj Gupta

25. Evolution of FOAF and SIOC in Semantic Web: A Survey
Gagandeep Singh Narula, Usha Yadav, Neelam Duhan, Vishal Jain

26. Classification of E-commerce Products Using RepTree and K-means Hybrid Approach
Neha Midha, Vikram Singh

27. A Study of Factors Affecting MapReduce Scheduling
Manisha Gaur, Bhawna Minocha, Sunil Kumar Muttoo

28. Outlier Detection in Agriculture Domain: Application and Techniques
Sonal Sharma, Rajni Jain

29. A Framework for Twitter Data Analysis
Imran Khan, S. K. Naqvi, Mansaf Alam, S. N. A. Rizvi

30. Web Structure Mining Algorithms: A Survey
Neha Tyagi, Santosh Kumar Gupta

31. Big Data Analytics via IoT with Cloud Service
Saritha Dittakavi, Goutham Bhamidipati, V. Siva Krishna Neelam

32. A Proposed Contextual Model for Big Data Analysis Using Advanced Analytics
Manjula Ramannavar, Nandini S. Sidnal

33. Ranked Search Over Encrypted Cloud Data in Azure Using Secure K-NN
Himaja Cheruku, P. Subhashini

34. DCI3 Model for Privacy Preserving in Big Data
Hemlata, Preeti Gulia

35. Study of Sentiment Analysis Using Hadoop
Dipty Sharma

36. OPTIMA (OPinionated Tweet Implied Mining and Analysis)
Ram Chatterjee, Monika Goyal

37. Mobile Agent Based MapReduce Framework for Big Data Processing
Umesh Kumar, Sapna Gambhir

38. Review of Parallel Apriori Algorithm on MapReduce Framework for Performance Enhancement
Ruchi Agarwal, Sunny Singh, Satvik Vats

39. A Novel Approach to Realize Internet of Intelligent Things
Vishal Mehta

40. An Innovative Approach of Web Page Ranking Using Hadoop- and Map Reduce-Based Cloud Framework
Dheeraj Malhotra, Monica Malhotra, O. P. Rishi

41. SAASQUAL: A Quality Model for Evaluating SaaS on the Cloud Computing Environment
Dhanamma Jagli, Seema Purohit, N. Subhash Chandra

42. Scalable Aspect-Based Summarization in the Hadoop Environment
Kalyanasundaram Krishnakumari, Elango Sivasankar

43. Parallel Mining of Frequent Itemsets from Memory-Mapped Files
T. Anuradha

44. Handling Smurfing Through Big Data
Akshay Chadha, Preeti Kaur

45. A Novel Approach for Semantic Prefetching Using Semantic Information and Semantic Association
Sonia Setia, Jyoti, Neelam Duhan

46. Optimized Cost Model with Optimal Disk Usage for Cloud
Mayank Aggrawal, Nishant Kumar, Raj Kumar

47. Understanding Live Migration Techniques Intended for Resource Interference Minimization in Virtualized Cloud Environment
Tarannum Bloch, R. Sridaran, CSR Prashanth

48. Cloud Security Issues and Challenges
Dhaivat Dave, Nayana Meruliya, Tirth D. Gajjar, Grishma T. Ghoda, Disha H. Parekh, R. Sridaran

49. A Novel Approach to Protect Cloud Environments Against DDOS Attacks
Nagaraju Kilari, R. Sridaran

50. An Approach for Workflow Scheduling in Cloud Using ACO
V Vinothina, R Sridaran

51. Data Type Identification and Extension Validator Framework Model for Public Cloud Storage
D. Boopathy, M. Sundaresan

52. Robust Fuzzy Neuro system for Big Data Analytics
Ritu Taneja, Deepti Gaur

53. Deployment of Cloud Using Open-Source Virtualization: Study of VM Migration Methods and Benefits
Garima Rastogi, Satya Narayan, Gopal Krishan, Rama Sushil

54. Implementation of Category-Wise Focused Web Crawler
Jyoti Pruthi, Monika

55. MAYA: An Approach for Energy and Cost Optimization for Mobile Cloud Computing Environments
Jitender Kumar, Amita Malik

56. Load Balancing in Cloud—A Systematic Review
Veenita Kunwar, Neha Agarwal, Ajay Rana, J. P. Pandey

57. Cloud-Based Big Data Analytics—A Survey of Current Research and Future Directions
Samiya Khan, Kashish Ara Shakil, Mansaf Alam

58. 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

59. Big Data: Issues, Challenges, and Techniques in Business Intelligence
Mudasir Ahmad Wani, Suraiya Jabin

60. Cloud Computing in Bioinformatics and Big Data Analytics: Current Status and Future Research
Kashish Ara Shakil, Mansaf Alam

61. Generalized Query Processing Mechanism in Cloud Database Management System
Shweta Malhotra, Mohammad Najmud Doja, Bashir Alam, Mansaf Alam

62. Deliberative Study of Security Issues in Cloud Computing
Chandani Kathad, Tosal Bhalodia

63. An Overview of Optimized Computing Approach: Green Cloud Computing
Archana Gondalia, Rahul N. Vaza, Amit B. Parmar

64. A Literature Review of QoS with Load Balancing in Cloud Computing Environment
Geeta, Shiva Prakash

65. WAMLB: Weighted Active Monitoring Load Balancing in Cloud Computing
Aditya Narayan Singh, Shiva Prakash

66. Applications of Attribute-Based Encryption in Cloud Computing Environment
Vishnu Shankar, Karan Singh

67. Query Optimization: Issues and Challenges in Mining of Distributed Data
Pramod Kumar Yadav, Sam Rizvi

68. Comprehensive Study of Cloud Computing and Related Security Issues
Manju Khari, Manoj kumar, Vaishali

69. Healthcare Data Analysis Using R and MongoDB
Sonia Saini, Shruti Kohli

70. Data Mining Tools and Techniques for Mining Software Repositories: A Systematic Review
Tamanna Siddiqui, Ausaf Ahmad

71. SWOT Analysis of Cloud Computing Environment
Sonal Dubey, Kritika Verma, M. A. Rizvi, Khaleel Ahmad

72. A Review on Quality of Service in Cloud Computing
Geeta, Shiva Prakash

73. Association Rule Mining for Finding Admission Tendency of Engineering Student with Pattern Growth Approach
Rashmi V. Mane, V. R. Ghorpade

74. Integrated Effect of Nearest Neighbors and Distance Measures in k-NN Algorithm
Rashmi Agrawal

Keywords: Computer Science, Data Mining and Knowledge Discovery, Computational Intelligence, Big Data/Analytics, Computer Appl. in Administrative Data Processing, Quality of Life Research

Editor
 
 
Publisher
Springer
Publication year
2018
Language
en
Edition
1
Series
Advances in Intelligent Systems and Computing
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9789811066207
Printed ISBN
978-981-10-6619-1

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