Title
Routing or Computing? The Paradigm Shift Towards Intelligent Computer Network Packet Transmission Based on Deep Learning.
Abstract
Recent years, Software Defined Routers (SDRs) (programmable routers) have emerged as a viable solution to provide a cost-effective packet processing platform with easy extensibility and programmability. Multi-core platforms significantly promote SDRs' parallel computing capacities, enabling them to adopt artificial intelligent techniques, i.e., deep learning, to manage routing paths. In this paper...
Year
DOI
Venue
2017
10.1109/TC.2017.2709742
IEEE Transactions on Computers
Keywords
Field
DocType
Machine learning,Routing,Computer architecture,Software defined networking,Graphics processing units,Central Processing Unit,Telecommunication traffic
Computer science,Real-time computing,Input/output,Artificial intelligence,Deep learning,Throughput,Routing table,Intelligent computer network,Distributed computing,Parallel computing,Packet processing,Source routing,Network traffic control
Journal
Volume
Issue
ISSN
66
11
0018-9340
Citations 
PageRank 
References 
27
1.11
16
Authors
7
Name
Order
Citations
PageRank
Bomin Mao126513.95
Zubair Md. Fadlullah275645.47
Fengxiao Tang325311.24
Nei Kato43982263.66
Osamu Akashi521923.80
Takeru Inoue617619.11
Kimihiro Mizutani713510.73