Non-Relational Data Models 8.3 Heterogeneous Databases in DaaS 8.4 Study of a Document-Oriented Cloud Database - MongoDB 8.5 CAP Theorem for Cloud Database Transaction 8.6 Issues in Live Migration of Databases in Cloud 8.7 Cloud Database Classification Based on Transaction Processing 8.8 Commercially Available Cloud Database Platform 8.9 Summary EXERCISES References 9 CLOUD-BASED DATA STORAGE 9.1 Relevant Hadoop Tools 9.2 Hadoop Distributed File System (HDFS) 9.3 Data Mining Challenges with Big Data 9.4 MapReduce 9.5 Next Generation of MapReduce: YARN 9.6 Classification of Data Mining Systems 9.7 Summary EXERCISES References 10 AUDITING CONCEPT IN CLOUD COMPUTING 10.1 Introduction 10.2 Data Security in Cloud Computing Environment 10.3 Cloud Auditing Outsourcing Life Cycle Phases 10.4 Auditing Classification 10.5 Auditing Service 10.6 Summary EXERCISES References
13 PART III: Cloud Computing Implementation, Security and Application 11 SECURITY PARADIGMS IN CLOUD COMPUTING 11.1 Security Paradigms and Issues 11.2 Cloud Security Challenges 11.3 Cloud Economics 11.4 Security of Big Data in Cloud 11.5 Security as a Service in Cloud 11.6 Summary EXERCISES References 12 PRIVACY PRESERVATION ISSUES IN CLOUD COMPUTING 12.1 Privacy Issues in Cloud Storage 12.2 Privacy and Security 12.3 Threats to Security in Cloud Computing 12.4 Security Issues in Cloud Deployment Models 12.5 Ensuring Security Against Various Types of Attacks 12.6 Survey of Privacy Preservation Using Fuzzy Set and Genetic Algorithm 12.7 Summary EXERCISES References 13 APPLICATIONS OF WIRELESS SENSOR NETWORK IN CLOUD 13.1 Introduction 13.2 Architectural Issues of Combining Cloud Computing and Wireless Sensor Networks 13.3 Sensor Network Overview 13.4 Application Scenarios 13.5 Summary EXERCISES References 14 APPLICATIONS OF MOBILE CLOUD COMPUTING 14.1 What is Mobile Cloud Computing? 14.2 The Architecture of Mobile Cloud Computing 14.3 Characteristics of Mobile Cloud Computing 14.4 Advantages of Mobile Cloud Computing 14.5 Mobile Cloud Applications 14.6 Summary EXERCISES References 15 BIG DATA IN CLOUD COMPUTING 15.1 Introduction to Big Data 15.2 Big Data vs. Cloud Computing 15.3 Big Data and the Cloud 15.4 Cloud Computing to Support Big Data 15.5 Opportunities and Challenges 15.6 Summary EXERCISES References
14 PART IV: Cloud Computing Simulator Tools 16 CLOUDSIM: A SIMULATOR FOR CLOUD COMPUTING ENVIRONMENT