Title :
Two-level mapping to mitigate congestion in machine to machine (M2M) cloud
Author :
Ravi Teja, P.V.S. ; Chatterjee, Subarna ; Das, Sankar Narayan ; Misra, Sudip
Author_Institution :
Sch. of Inf. Technol., Indian Inst. of Technol., Kharagpur, Kharagpur, India
Abstract :
This work focuses on mitigation of the network congestion in a Machine to Machine (M2M) cloud. Since the inception of M2M cloud communication technology, the number of M2M devices has radically increased. This has consequently increased the overall traffic of the network which, in turn, makes the entire network congestion prone. The work assumes an underlying clustered network topology of the M2M devices. We propose a hierarchical congestion control scheme in which we distinctly manage the network traffic by a two-level mapping - i) from the cluster heads (CHs) to the sink nodes and ii) from the sink nodes to the cloud gateways. To ensure "fairness", the mapping is based on the Theory of Social Choice. Results are demonstrated at the end which provide fair allocation of CHs to sink nodes and sink nodes to cloud gateways.
Keywords :
cloud computing; mobile computing; pattern clustering; radiocommunication; telecommunication network topology; M2M cloud communication technology; M2M devices; Theory of Social Choice; cloud gateways; cluster heads; clustered network topology; hierarchical congestion control scheme; machine to machine cloud; network congestion mitigation; network traffic; two-level mapping; Logic gates; Machine-to-machine communications; Mobile communication; Resource management; Servers; Silicon; Wireless sensor networks; Congestion Control; M2M cloud; Theory of Social Choice;
Conference_Titel :
Applications and Innovations in Mobile Computing (AIMoC), 2015
Conference_Location :
Kolkata
DOI :
10.1109/AIMOC.2015.7083837