Sublinear Algorithms for Big Data Applications

• Κύριοι συγγραφείς: Wang, Dan (Συγγραφέας), Han, Zhu (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: SpringerBriefs in Computer Science,
• Θέματα: Computer science.; Computer communication systems.; Database management.; Electrical engineering.; Computer Science.; Database Management.; Computer Communication Networks.; Communications Engineering, Networks.

The brief focuses on applying sublinear algorithms to manage critical big data challenges. The text offers an essential introduction to sublinear algorithms, explaining why they are vital to large scale data systems. It also demonstrates how to apply sublinear algorithms to three familiar big data a...

Πίνακας περιεχομένων:

• Introduction
• Basics for Sublinear Algorithms
• Applications for Wireless Sensor Networks
• Applications for Big Data Processing
• Applications for a Smart Grid
• Concluding Remarks.