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Managing and Processing Big Data in Cloud Computing [Kõva köide]

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Big data has presented a number of opportunities across industries. With these opportunities come a number of challenges associated with handling, analyzing, and storing large data sets. One solution to this challenge is cloud computing, which supports a massive storage and computation facility in order to accommodate big data processing.

Managing and Processing Big Data in Cloud Computing explores the challenges of supporting big data processing and cloud-based platforms as a proposed solution. Emphasizing a number of crucial topics such as data analytics, wireless networks, mobile clouds, and machine learning, this publication meets the research needs of data analysts, IT professionals, researchers, graduate students, and educators in the areas of data science, computer programming, and IT development.
Foreword xv
Preface xvi
Acknowledgment xvii
Chapter 1 On the Dynamic Shifting of the MapReduce Timeout
1(22)
Bunjamin Memishi
Maria S. Perez
Chapter 2 Exploiting Semantics to Improve Classification of Text Corpus
23(14)
Hammad Majeed
Firoza Erum
Chapter 3 Centralized to Decentralized Social Networks: Factors that Matter
37(18)
Maryam Qamar
Mehwish Malik
Saadia Batool
Sidra Mehmood
Asad W. Malik
Anis Rahman
Chapter 4 Texture-Based Evolutionary Method for Cancer Classification in Histopathology
55(15)
Kiran Fatima
Hammad Majeed
Chapter 5 Ceaseless Virtual Appliance Streaming: Creation and Transmission of Virtual Packs over Network
70(15)
Shahid Nawaz
Asad Waqar Malik
Raihan ur Rasool
Chapter 6 Performance Evaluation of Routing Metrics in Wireless Multi-Hop Networks
85(20)
Usman Ashraf
Syed Salman Haider Rizvi
Mohammad Faisal Azeem
Chapter 7 Mobile Cloud Computing Future Trends and Opportunities
105(16)
Sajid Umair
Umair Muneer
Muhammad Nauman Zahoor
Asad W. Malik
Chapter 8 A Survey of Cloud-Based Services Leveraged by Big Data Applications
121(11)
S. ZerAfshan Goher
Barkha Javed
Peter Bloodsworth
Chapter 9 Need of Hadoop and Map Reduce for Processing and Managing Big Data
132(13)
Manjunath Thimmasandra Narayanapppa
A. Channabasamma
Ravindra S. Hegadi
Chapter 10 Big Data Virtualization and Visualization on Cloud
145(11)
Farid Ahmad
Chapter 11 Essentiality of Machine Learning Algorithms for Big Data Computation
156(12)
Manjunath Thimmasandra Narayanapppa
T. P. Puneeth Kumar
Ravindra S. Hegadi
Chapter 12 Big Data Virtualization and Visualization: On the Cloud
168(17)
Muhammad Adeel
Chapter 13 Resource Scheduling for Big Data on Cloud: Scheduling Resources
185(21)
K. Indira Suthakar
M. K. Kavitha Devi
Chapter 14 Green, Energy-Efficient Computing and Sustainability Issues in Cloud
206(12)
Monica Gahlawat
Priyanka Sharma
Chapter 15 The Heterogeneity Paradigm in Big Data Architectures
218(28)
Todor Ivanov
Sead Izberovic
Nikolaos Korfatis
Related References 246(30)
Compilation of References 276(23)
About the Contributors 299(6)
Index 305
Rajkumar Kannan, King Faisal University, Saudi Arabia.

Raihan Ur Rasool, King Faisal University, Saudi Arabia.

Hai Jin, Huazhong University of Science and Technology, China.

S.R. Balasundaram, National Institute of Technology, Tiruchirappalli, India.