Mobile MapReduce: Minimizing response time of computing intensive mobile applications

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering

Volumn 95 LNICST, Issue , 2012, Pages 41-59

  Hassan, Mohammed Anowarul ^a   Chen, Songqing ^a  

^a George Mason University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTING RESOURCE; EXTERNAL RESOURCES; MAP-REDUCE; MOBILE APPLICATIONS; OUTSOURCE; PARALLEL PROCESSING; REAL-WORLD APPLICATION; SCHEDULING MODELS; TEXT-SEARCHING;

IMAGE PROCESSING; MOBILE COMPUTING; MOBILE DEVICES; OUTSOURCING;

MULTIPROCESSING SYSTEMS;

EID: 84869598183     PISSN: 18678211     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-32320-1_4     Document Type: Conference Paper

References (28)

1. AWS SDK for Android, http://aws.amazon.com/sdkforandroid/
2. BlastReduce: High Performance Short Read Mapping with MapReduce, http://www.cbcb.umd.edu/software/blastreduce/
3. Cross Correlation, http://en.wikipedia.org/wiki/Cross-correlation
4. Diamedic. Diabetes Glucose Monitoring Logbook, http://ziyang.eecs.umich. edu/projects/powertutor/index.html
5. International Data Corporation : Press Release, January 28- February 4 (2010), http://www.idc.com/
6. International Telecommunication Union : Press Release, June 10 (2009), www.itu.int
7. iPhone Heart Monitor Tracks Your Heartbeat Unless You Are Dead, gizmodo.com/5056167/
8. Mint, http://www.mint.com/
9. Power Tutor, http://ziyang.eecs.umich.edu/projects/powertutor/index.html
10. Balan, R., Flinn, J., Satyanarayanan, M., Sinnamohideen, S., Yang, H.-I.: The case of cyber foraging. In: Proceedings of the 10th ACM SIGOPS European Workshop, Saint-Emilion, France (July 2002)
11. Balan, R.K., Gergle, D., Satyanarayanan, M., Herbsleb, J.: Simplifying cyber for-aging for mobile devices. In: Proceedings of The 5th International Conference on Mobile Systems, San Juan, Puerto Rico (June 2007)
12. Chun, B.G., Maniatis, P.: Augmented smartphone applications through clone cloud execution. In: Proceedings of the 12th Workshop on Hot Topics in Operating Systems (HotOS), Monte Verit, Switzerland (May 2009)
13. Crescenzi, P., Kann, V.: A compendium of NP optimization problems (1998)
14. Cuervo, E., Balasubramanian, A., ki Cho, D., Wolman, A., Saroiu, S., Chandra, R., Bahl, P.: MAUI: Making smartphones last longer with code offload. In: Proceedings of the 8th International Conference on Mobile Systems, Applications, and Services (MobiSys), San Francisco, CA, USA (June 2010)
15. Dean, J., Ghemaawat, S.: Mapreduce a flexible data processing tool. Communication of the ACM (January 2010)
16. Dean, J., Ghemawat, S.: Mapreduce: Simplified data processing on large clusters. In: Proceedings of the 6th Symposium on Operating System Design and Implementation (OSDI), San Francisco, CA (December 2004)
17. Eriksson, J., Girod, L., Hull, B., Newton, R., Madden, S., Balakrishnan, H.: The pothole patrol: Using a mobile sensor network for road surface monitoring. In: Proceedings of The 6th International Conference on Mobile Systems, Applications, and Services (MobiSys), Breckenridge, Colorado (June 2008)
18. Flinn, J., Narayanan, D., Satyanarayanan, M.: Self-tuned remote execution for pervasive computing. In: Proceedings of the 8th Workshop on Hot Topics in Operating Systems (HotOS), Schloss Elmau, Germany (May 2001)
19. Hart, J.M.: Data processing: Parallelism and performance. In: MSDN Magazine (January 2011)
20. Hassan, M.A., Chen, S.: An investigation of different computing sources for mobile application outsourcing on the road. In: Proceedings of the 4th International ICST Conference on MOBILe Wireless MiddleWARE, Operating Systems, and Applications (Mobilware) (June 2011)
21. Jain, J.R., Jain, A.K.: Displacement measurement and its application in interframe image coding. IEEE Transactions on Communications 29 (December 1981)
22. Kang, S., Lee, J., Jang, H., Lee, H., Lee, Y., Park, S., Park, T., Song, J.: Seemon: Scalable and energy-efficient context monitoring framework for sensor-rich mobile environments. In: Proceedings of The 6th International Conference on Mobile Systems, Applications, and Services (MobiSys), Breckenridge, Colorado (June 2008)
23. Liu, B., Terlecky, P., Bar-Noy, A., Govindan, R., Neely, M.J.: Optimizing information credibility in social swarming applications. In: Proceedings of IEEE InfoCom, 2011 Mini-Conference, Shanghai, China (April 2011)
24. Ott, J., Kutscher, D.: Drive-thru internet: IEEE 802.11b for Automobile Users. In: Proceedings of IEEE InfoCom, Hong Kong (March 2004)
25. Osman, S., Subhraveti, D., Su, G., Nieh, J.: The design and implementation of zap: A system for migrating computing environments. In: Proceedings of the 5th Symposium on Operating System Design and Implementation (OSDI), Boston, MA (December 2002)
26. Rudenko, A., Reiher, P., Popek, G.J., Kuenning, G.H.: Saving portable computer battery power through remote process execution. In: Proceedings of Mobile Computing and Communication Review, MC2R (1998)
27. White, T.: Hadoop: The definitive guide
28. Nahrstedt, K., Gu, X., Messer, A., Greenberg, I., Milojicic, D.: Adaptive offloading inference for delivering applications in pervasive computing environments. In: Proceedings of IEEE International Conference on Pervasive Computing and Communications (PerCom), Dallas-Fort Worth, Texas (March 2003)