Networking for big data
Networking for Big Data supplies an unprecedented look at cutting-edge research on the networking and communication aspects of Big Data. Starting with a comprehensive introduction to Big Data and its networking issues, it offers deep technical coverage of both theory and applications.The book is div...
| Otros Autores: | , , , |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton, Florida :
CRC Press
[2016]
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| Edición: | 1st ed |
| Colección: | Chapman & Hall/CRC biostatistics series.
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009644305506719 |
Tabla de Contenidos:
- Cover; Contents; Preface; Editors; Contributors; I: Introduction of Big Data; Chapter 1: Orchestrating Science DMZs for Big Data Acceleration: Challenges and Approaches; Chapter 2: A Survey of Virtual Machine Placement in Cloud Computing for Big Data; Chapter 3: Big Data Management Challenges, Approaches, Tools, and Their Limitations; Chapter 4: Big Data Distributed Systems Management; II: Networking Theory and Design for Big Data; Chapter 5: Moving Big Data to the Cloud: Online Cost-Minimizing Algorithms; Chapter 6: Data Process and Analysis Technologies of Big Data
- Chapter 7: Network Configuration and Flow Scheduling for Big Data ApplicationsChapter 8: Speedup of Big Data Transfer on the Internet; Chapter 9: Energy-Aware Survivable Routing in Ever-Escalating Data Environments; III: Networking Security for Big Data; Chapter 10: A Review of Network Intrusion Detection in the Big Data Era: Challenges and Future Trends; Chapter 11: Toward MapReduce-Based Machine-Learning Techniques for Processing Massive Network Threat Monitoring; Chapter 12: Anonymous Communication for Big Data; Chapter 13: Flow-Based Anomaly Detection in Big Data
- IV: Platforms and Systems for Big Data ApplicationsChapter 14: Mining Social Media with SDN-Enabled Big Data Platform to Transform TV Watching Experience; Chapter 15: Trends in Cloud Infrastructures for Big Data; Chapter 16: A User Data Profile-Aware Policy-Based Network Management Framework in the Era of Big Data; Chapter 17: Circuit Emulation for Big Data Transfers in Clouds
