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• W2520789983 abstract "The exceptional rise in usages of mobile devices such as smartphones and tablets has contributed to a massive increase in wireless network traffic both Cellular (3G/4G/LTE) and WiFi. The unprecedented growth in wireless network traffic not only strain the battery of the mobile devices but also bogs down the last-hop wireless access links. Interestingly, a significant part of this data traffic exhibits high level of redundancy in them due to repeated access of popular contents in the web. Hence, a good amount of research both in academia and in industries has studied, analyzed and designed diverse systems that attempt to eliminate redundancy in the network traffic. Several of the existing Traffic Redundancy Elimination (TRE) solutions either does not improve last-hop wireless access links or involves inefficient use of compute resources from resource-constrained mobile devices. In this research, we propose TailoredRE, a personalized cloud-based traffic redundancy elimination system. The main objective of TailoredRE is to tailor TRE mechanism such that TRE is performed against selected applications rather than application agnostically, thus improving efficiency by avoiding caching of unnecessary data chunks. In our system, we leverage the rich resources of the cloud to conduct TRE by offloading most of the operational cost from the smartphones or mobile devices to its clones (proxies) available in the cloud. We cluster the multiple individual user clones in the cloud based on the factors of connectedness among users such as usage of similar applications, common interests in specific web contents etc., to improve the efficiency of caching in the cloud. This thesis encompasses motivation, system design along with detailed analysis of the results obtained through simulation and real implementation of TailoredRE system." @default.
• W2520789983 created "2016-09-23" @default.
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• W2520789983 date "2016-01-01" @default.
• W2520789983 modified "2023-09-27" @default.
• W2520789983 title "TailoredRE: A Personalized Cloud-based Traffic Redundancy Elimination for Smartphones" @default.
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