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2017 | OriginalPaper | Buchkapitel

WiFi-Related Energy Consumption Analysis of Mobile Devices in a Walkable Area by Abstract Interpretation

verfasst von : Enrico Eugenio, Agostino Cortesi

Erschienen in: Distributed Computing and Internet Technology

Verlag: Springer International Publishing

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Abstract

The huge increase in the usage of mobile devices has led to the need of sophisticated optimization techniques in order to minimize energy wastage. In this paper we analyze energy consumption of mobile devices during the exchange of data, while walking in a WiFi network area, in order to study the dynamic of the power absorption. This analysis can be used in particular to develop suitable optimizations in case of poor signal. The analysis is obtained as an instance of the Abstract Interpretation framework for semantics-based software verification, and the results are validated by a preliminary real-case experimental evaluation.

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Literatur
1.
Zurück zum Zitat Azini, A.S., Kamarudin, M.R., Jusoh, M.: RSSI and throughput performances. Telecommun. Syst. 61(3), 569–577 (2016)CrossRef Azini, A.S., Kamarudin, M.R., Jusoh, M.: RSSI and throughput performances. Telecommun. Syst. 61(3), 569–577 (2016)CrossRef
2.
Zurück zum Zitat Barbon, G., Cortesi, A., Ferrara, P., Pistoia, M., Tripp, O.: Privacy analysis of android apps: implicit flows and quantitative analysis. In: Saeed, K., Homenda, W. (eds.) Computer Information Systems and Industrial Management. LNCS, vol. 9339, pp. 3–23. Springer, Heidelberg (2015). doi:10.1007/978-3-319-24369-6_1 CrossRef Barbon, G., Cortesi, A., Ferrara, P., Pistoia, M., Tripp, O.: Privacy analysis of android apps: implicit flows and quantitative analysis. In: Saeed, K., Homenda, W. (eds.) Computer Information Systems and Industrial Management. LNCS, vol. 9339, pp. 3–23. Springer, Heidelberg (2015). doi:10.​1007/​978-3-319-24369-6_​1 CrossRef
3.
Zurück zum Zitat Barbon, G., Cortesi, A., Ferrara, P., Steffinlongo, E.: DAPA: degradation-aware privacy analysis of android apps. In: Barthe, G., Markatos, E., Samarati, P. (eds.) Security and Trust Management. LNCS, vol. 9871, pp. 32–46. Springer, Heidelberg (2016). doi:10.1007/978-3-319-46598-2_3 CrossRef Barbon, G., Cortesi, A., Ferrara, P., Steffinlongo, E.: DAPA: degradation-aware privacy analysis of android apps. In: Barthe, G., Markatos, E., Samarati, P. (eds.) Security and Trust Management. LNCS, vol. 9871, pp. 32–46. Springer, Heidelberg (2016). doi:10.​1007/​978-3-319-46598-2_​3 CrossRef
4.
Zurück zum Zitat Carroll, A., Heiser, G.: An analysis of power consumption in a smartphone. In: Proceedings of the 2010 USENIX Conference on USENIX Annual Technical Conference, pp. 21–21 (2010) Carroll, A., Heiser, G.: An analysis of power consumption in a smartphone. In: Proceedings of the 2010 USENIX Conference on USENIX Annual Technical Conference, pp. 21–21 (2010)
5.
Zurück zum Zitat Chandra, R., Mahajan, R., Moscibroda, T., Raghavendra, R., Bahl, P.: A case for adapting channel width in wireless networks SIGCOMM. Comput. Commun. Rev. 38, 135–146 (2008)CrossRef Chandra, R., Mahajan, R., Moscibroda, T., Raghavendra, R., Bahl, P.: A case for adapting channel width in wireless networks SIGCOMM. Comput. Commun. Rev. 38, 135–146 (2008)CrossRef
6.
Zurück zum Zitat Cortesi, A.: Widening operators for abstract interpretation. In: Proceedings of 6th IEEE International Conference on Software Engineering and Formal Methods, SEFM 2008, pp. 31–40 (2008) Cortesi, A.: Widening operators for abstract interpretation. In: Proceedings of 6th IEEE International Conference on Software Engineering and Formal Methods, SEFM 2008, pp. 31–40 (2008)
7.
Zurück zum Zitat Cortesi, A., Costantini, G., Ferrara, P.: The abstract domain of trapezoid step functions. Comput. Lang. Syst. Struct. 43, 41–68 (2015) Cortesi, A., Costantini, G., Ferrara, P.: The abstract domain of trapezoid step functions. Comput. Lang. Syst. Struct. 43, 41–68 (2015)
8.
Zurück zum Zitat Cortesi, A., Ferrara, P., Pistoia, M., Tripp, O.: Datacentric semantics for verification of privacy policy compliance by mobile applications. In: D’Souza, D., Lal, A., Larsen, K.G. (eds.) VMCAI 2015. LNCS, vol. 8931, pp. 61–79. Springer, Heidelberg (2015). doi:10.1007/978-3-662-46081-8_4 Cortesi, A., Ferrara, P., Pistoia, M., Tripp, O.: Datacentric semantics for verification of privacy policy compliance by mobile applications. In: D’Souza, D., Lal, A., Larsen, K.G. (eds.) VMCAI 2015. LNCS, vol. 8931, pp. 61–79. Springer, Heidelberg (2015). doi:10.​1007/​978-3-662-46081-8_​4
9.
Zurück zum Zitat Cortesi, A., Logozzo, F.: Abstract interpretation-based verification of non-functional requirements. In: Jacquet, J.-M., Picco, G.P. (eds.) COORDINATION 2005. LNCS, vol. 3454, pp. 49–62. Springer, Heidelberg (2005). doi:10.1007/11417019_4 CrossRef Cortesi, A., Logozzo, F.: Abstract interpretation-based verification of non-functional requirements. In: Jacquet, J.-M., Picco, G.P. (eds.) COORDINATION 2005. LNCS, vol. 3454, pp. 49–62. Springer, Heidelberg (2005). doi:10.​1007/​11417019_​4 CrossRef
10.
Zurück zum Zitat Cortesi, A., Dovier, A., Quintarelli, E., Tanca, L.: Operational and abstract semantics of the query language G-Log. Theoret. Comput. Sci. 275(1–2), 521–560 (2002)MathSciNetCrossRefMATH Cortesi, A., Dovier, A., Quintarelli, E., Tanca, L.: Operational and abstract semantics of the query language G-Log. Theoret. Comput. Sci. 275(1–2), 521–560 (2002)MathSciNetCrossRefMATH
11.
Zurück zum Zitat Costantini, G., Ferrara, P., Cortesi, A.: A suite of abstract domains for static analysis of string values. Softw. Pract. Exper. 45(2), 245–287 (2015)CrossRef Costantini, G., Ferrara, P., Cortesi, A.: A suite of abstract domains for static analysis of string values. Softw. Pract. Exper. 45(2), 245–287 (2015)CrossRef
12.
Zurück zum Zitat Cousot, P., Cousot, R.: Abstract interpretation: a unified lattice model for static analysis of programs by construction or approximation of fixpoints. In: Conference Record of the Sixth Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, pp. 238–252 (1977) Cousot, P., Cousot, R.: Abstract interpretation: a unified lattice model for static analysis of programs by construction or approximation of fixpoints. In: Conference Record of the Sixth Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, pp. 238–252 (1977)
13.
Zurück zum Zitat Ding, N., Wagner, D., Chen, X., Pathak, A., Hu, Y.C., Rice, A.: Characterizing and modeling the impact of wireless signal strength on smartphone battery drain. ACM SIGMETRICS Perform. Eval. Rev. 41, 29–40 (2013)CrossRef Ding, N., Wagner, D., Chen, X., Pathak, A., Hu, Y.C., Rice, A.: Characterizing and modeling the impact of wireless signal strength on smartphone battery drain. ACM SIGMETRICS Perform. Eval. Rev. 41, 29–40 (2013)CrossRef
14.
Zurück zum Zitat Huang, J., Qian, F., Gerber, A., Mao, Z., Morley, Z., Sen, S., Spatscheck, O.: A close examination of performance and power characteristics of 4G LTE networks. In: Proceedings of the 10th International Conference on Mobile Systems, Applications, and Services, pp. 225–238 (2012) Huang, J., Qian, F., Gerber, A., Mao, Z., Morley, Z., Sen, S., Spatscheck, O.: A close examination of performance and power characteristics of 4G LTE networks. In: Proceedings of the 10th International Conference on Mobile Systems, Applications, and Services, pp. 225–238 (2012)
15.
Zurück zum Zitat Halder, R., Cortesi, A.: Abstract interpretation of database query languages. Comput. Lang. Syst. Struct. 38(2), 123–157 (2012)MATH Halder, R., Cortesi, A.: Abstract interpretation of database query languages. Comput. Lang. Syst. Struct. 38(2), 123–157 (2012)MATH
16.
Zurück zum Zitat Kim, K.H., Min, A.W., Gupta, D., Mohapatra, P., Pal Singh, J.: Improving energy efficiency of Wi-Fi sensing on smartphones. In: 2011 Proceedings of INFOCOM, pp. 2930–2938. IEEE (2011) Kim, K.H., Min, A.W., Gupta, D., Mohapatra, P., Pal Singh, J.: Improving energy efficiency of Wi-Fi sensing on smartphones. In: 2011 Proceedings of INFOCOM, pp. 2930–2938. IEEE (2011)
17.
Zurück zum Zitat Manweiler, J., Roy Choudhury, R.: Avoiding the rush hours: WiFi energy management via traffic isolation. In: Proceedings of the 9th International Conference on Mobile Systems, Applications, and Services, pp. 253–266 (2011) Manweiler, J., Roy Choudhury, R.: Avoiding the rush hours: WiFi energy management via traffic isolation. In: Proceedings of the 9th International Conference on Mobile Systems, Applications, and Services, pp. 253–266 (2011)
18.
Zurück zum Zitat Pathak, A., Hu, Y.C., Zhang, M.: Bootstrapping energy debugging on smartphones: a first look at energy bugs in mobile devices. In: Proceedings of Hotnets 2011 (2011) Pathak, A., Hu, Y.C., Zhang, M.: Bootstrapping energy debugging on smartphones: a first look at energy bugs in mobile devices. In: Proceedings of Hotnets 2011 (2011)
19.
Zurück zum Zitat Ou, Z., Dong, S., Dong, J., Nurminen, J.K., Ylä-Jääski, A., Wang, R.: Characterize energy impact of concurrent network-intensive applications on mobile platforms. In: Proceedings of the Eighth ACM International Workshop on Mobility in the Evolving Internet Architecture, pp. 23–28 (2013) Ou, Z., Dong, S., Dong, J., Nurminen, J.K., Ylä-Jääski, A., Wang, R.: Characterize energy impact of concurrent network-intensive applications on mobile platforms. In: Proceedings of the Eighth ACM International Workshop on Mobility in the Evolving Internet Architecture, pp. 23–28 (2013)
20.
Zurück zum Zitat Xiao, Y., Cui, Y., Savolainen, P., Siekkinen, M., Wang, A., Yang, L., Ylä-Jääski, A., Tarkoma, S.: Modeling energy consumption of data transmission over Wi-Fi. In: IEEE Transactions on Mobile Computing, pp. 1760–1773 (2014) Xiao, Y., Cui, Y., Savolainen, P., Siekkinen, M., Wang, A., Yang, L., Ylä-Jääski, A., Tarkoma, S.: Modeling energy consumption of data transmission over Wi-Fi. In: IEEE Transactions on Mobile Computing, pp. 1760–1773 (2014)
21.
Zurück zum Zitat Zanioli, M., Ferrara, P., Cortesi, A.: SAILS: static analysis of information leakage ith sample. In: Proceedings of the ACM Symposium on Applied Computing, pp. 1308–1313. ACM Press (2012) Zanioli, M., Ferrara, P., Cortesi, A.: SAILS: static analysis of information leakage ith sample. In: Proceedings of the ACM Symposium on Applied Computing, pp. 1308–1313. ACM Press (2012)
Metadaten
Titel
WiFi-Related Energy Consumption Analysis of Mobile Devices in a Walkable Area by Abstract Interpretation
verfasst von
Enrico Eugenio
Agostino Cortesi
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-50472-8_3

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