Abstract | ||
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Smartphone manufacturers often release software upgrades to their users for improving service performance, patching security vulnerabilities, enhancing device stability, fixing bugs, increasing battery life, or even enriching the graphical user interface. It is crucial to monitor the smartphones after software upgrades to either confirm their expected impacts, or quickly identify any undesirable behaviors. In this paper, we focus on automatically detecting the software upgrades on smartphones and analyzing their service performance impacts. The complex interactions between the software on the smartphones and the cellular networks make it hard to differentiate if the impacts are smartphone-centric, or network-centric. We propose a new approach, SSM (Smartphone Specific Monitoring) for conducting pre/post impact analysis of multiple service performance metrics across smartphones aggregated by their type, make, model and network locations. Using one-year worth of operational network data, we demonstrate the effectiveness of SSM in accurately detecting and diagnosing the performance impact of smartphone software upgrades. |
Year | DOI | Venue |
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2016 | 10.1109/CNSM.2016.7818416 | 2016 12th International Conference on Network and Service Management (CNSM) |
Keywords | Field | DocType |
performance impact detection,performance impact diagnosis,smartphone software upgrades,smartphone manufacturers,security vulnerabilities,device stability,bugs fixing,battery life,graphical user interface,cellular networks,smartphone-centric,network-centric,SSM,smartphone specific monitoring,service performance metrics | GSM,Computer science,Software,Graphical user interface,Network data,Cellular network,Operating system,Embedded system | Conference |
ISSN | ISBN | Citations |
2165-9605 | 978-1-5090-3236-5 | 0 |
PageRank | References | Authors |
0.34 | 16 | 1 |
Name | Order | Citations | PageRank |
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Ajay Mahimkar | 1 | 206 | 17.45 |