Skip to main content

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

  • Conference paper
  • First Online:
Book cover Distributed Computing and Internet Technology (ICDCIT 2017)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 10109))

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    https://telegram.org/.

References

  1. Azini, A.S., Kamarudin, M.R., Jusoh, M.: RSSI and throughput performances. Telecommun. Syst. 61(3), 569–577 (2016)

    Article  Google Scholar 

  2. 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

    Chapter  Google Scholar 

  3. 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

    Chapter  Google Scholar 

  4. 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)

    Google Scholar 

  5. 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)

    Article  Google Scholar 

  6. 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)

    Google Scholar 

  7. Cortesi, A., Costantini, G., Ferrara, P.: The abstract domain of trapezoid step functions. Comput. Lang. Syst. Struct. 43, 41–68 (2015)

    Google Scholar 

  8. 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

    Google Scholar 

  9. 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

    Chapter  Google Scholar 

  10. 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)

    Article  MathSciNet  MATH  Google Scholar 

  11. 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)

    Article  Google Scholar 

  12. 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)

    Google Scholar 

  13. 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)

    Article  Google Scholar 

  14. 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)

    Google Scholar 

  15. Halder, R., Cortesi, A.: Abstract interpretation of database query languages. Comput. Lang. Syst. Struct. 38(2), 123–157 (2012)

    MATH  Google Scholar 

  16. 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)

    Google Scholar 

  17. 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)

    Google Scholar 

  18. 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)

    Google Scholar 

  19. 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)

    Google Scholar 

  20. 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)

    Google Scholar 

  21. 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)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Agostino Cortesi .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this paper

Cite this paper

Eugenio, E., Cortesi, A. (2017). WiFi-Related Energy Consumption Analysis of Mobile Devices in a Walkable Area by Abstract Interpretation. In: Krishnan, P., Radha Krishna, P., Parida, L. (eds) Distributed Computing and Internet Technology. ICDCIT 2017. Lecture Notes in Computer Science(), vol 10109. Springer, Cham. https://doi.org/10.1007/978-3-319-50472-8_3

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-50472-8_3

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-50471-1

  • Online ISBN: 978-3-319-50472-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics