TY - GEN
T1 - Energy consumption optimization using social interaction in the mobile cloud
AU - Papanikolaou, Katerina
AU - Mavromoustakis, Constandinos X.
AU - Mastorakis, George
AU - Bourdena, Athina
AU - Dobre, Ciprian
PY - 2015
Y1 - 2015
N2 - This paper addresses the issue of resource offloading for energy usage optimization in the cloud, using the centrality principle of social networks. Mobile users take advantage of the mobile opportunistic cloud, in order to increase their reliability in service provision by guaranteeing sufficient resources for the execution of mobile applications. This work elaborates on the improvement of the energy consumption for each mobile device, by using a social collaboration model that allows for a cooperative partial process offloading scheme. The proposed scheme uses social centrality as the underlying mobility and connectivity model for process offloading within the connected devices to maximize the energy usage efficiency, node availability and process execution reliability. Furthermore, this work considers the impact of mobility on the social-oriented offloading, by allowing partitionable resources to be executed according to the social interactions and the associated mobility of each user during the offloading process. The proposed framework is thoroughly evaluated through event driven simulations, towards defining the validity and offered efficiency of the proposed offloading policy in conjunction to the energy consumption of the wireless devices.
AB - This paper addresses the issue of resource offloading for energy usage optimization in the cloud, using the centrality principle of social networks. Mobile users take advantage of the mobile opportunistic cloud, in order to increase their reliability in service provision by guaranteeing sufficient resources for the execution of mobile applications. This work elaborates on the improvement of the energy consumption for each mobile device, by using a social collaboration model that allows for a cooperative partial process offloading scheme. The proposed scheme uses social centrality as the underlying mobility and connectivity model for process offloading within the connected devices to maximize the energy usage efficiency, node availability and process execution reliability. Furthermore, this work considers the impact of mobility on the social-oriented offloading, by allowing partitionable resources to be executed according to the social interactions and the associated mobility of each user during the offloading process. The proposed framework is thoroughly evaluated through event driven simulations, towards defining the validity and offered efficiency of the proposed offloading policy in conjunction to the energy consumption of the wireless devices.
KW - Centrality
KW - Dependable mobile computing
KW - Dynamic resource migration
KW - Energy conservation
KW - Resource sharing
KW - Social collaboration
KW - Temporal execution-oriented metrics
UR - http://www.scopus.com/inward/record.url?scp=84924161127&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-16292-8_31
DO - 10.1007/978-3-319-16292-8_31
M3 - Conference contribution
AN - SCOPUS:84924161127
VL - 141
T3 - Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
SP - 431
EP - 445
BT - Mobile Networks and Management - 6th International Conference, MONAMI 2014, Revised Selected Papers
PB - Springer Verlag
T2 - 6th International ICST Conference on Mobile Networks and Management, MONAMI 2014
Y2 - 22 September 2014 through 24 September 2014
ER -
