Scalable data processing for community sensing applications

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

Volumn 104 LNICST, Issue , 2012, Pages 75-87

  Ferreira, Heitor ^a   Duarte, Sérgio ^a   Preguiça, Nuno ^a   Navalho, David ^a  

^a UNIVERSIDADE NOVA DE LISBOA   (Portugal)

Author keywords

distributed processing; mobile computing; participatory sensing

Indexed keywords

COMPUTING PARADIGM; DISTRIBUTED PROCESSING; MOBILE SENSING NETWORKS; PARTICIPATORY SENSING; PERSONAL MOBILE DEVICES; PROCESSING INFRASTRUCTURES; SENSING APPLICATIONS; SENSOR DATA;

MOBILE COMPUTING; MOBILE DEVICES;

DATA PROCESSING;

EID: 84869596405     PISSN: 18678211     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-30973-1_7     Document Type: Conference Paper

References (21)

1. Akyildiz, I.F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: A survey on sensor networks. IEEE Communications Magazine 40(8), 102-114 (2002)
2. Campbell, A.T., Eisenman, S.B., Lane, N.D., Miluzzo, E., Peterson, R.A., Lu, H., Zheng, X., Musolesi, M., Fodor, K., Ahn, G.-S.: The rise of people-centric sensing. IEEE Internet Computing 12(4), 12-21 (2008)
3. Cherniack, M., Balakrishnan, H., Balazinska, M., Carney, D., Çetintemel, U., Xing, Y., Zdonik, S.B.: Scalable distributed stream processing. In: CIDR (2003)
4. Condie, T., Conway, N., Alvaro, P., Hellerstein, J.M., Elmeleegy, K., Sears, R.: Mapreduce online. In: NSDI 2010: Proceedings of the 6th USENIX Symposium on Networked Systems Design and Implementation (2010)
5. Cuff, D., Hansen, M., Kang, J.: Urban sensing: out of the woods. Commun. ACM 51(3), 24-33 (2008)
6. Dean, J., Ghemawat, S.: Mapreduce: simplified data processing on large clusters. In: Proc. 6th Symp. on Operating Systems Design & Implementation (2004)
7. Eisenman, S.B., Miluzzo, E., Lane, N.D., Peterson, R.A., Ahn, G.-S., Campbell, A.T.: The bikenet mobile sensing system for cyclist experience mapping. In: SenSys 2007: Proc. 5th Int. Conf. on Embedded Networked Sensor Systems (2007)
8. 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: Proc. 6th Int. Conf. on Mobile Systems, Applications, and Services (June 2008)
9. Ferreira, H., Duarte, S., Preguiça, N.: 4Sensing - Decentralized Processing for Participatory Sensing Data. In: 16th International Conference on Parallel and Distributed Systems (ICPADS 2010). IEEE (2010)
10. Grosky, W., Kansal, A., Nath, S., Liu, J., Zhao, F.: Senseweb: An infrastructure for shared sensing. IEEE Multimedia 14(4), 8-13 (2007)
11. Hull, B., Bychkovsky, V., Zhang, Y., Chen, K., Goraczko, M., Miu, A.K., Shih, E., Balakrishnan, H., Madden, S.: CarTel: A Distributed Mobile Sensor Computing System. In: 4th ACM SenSys (November 2006)
12. Intanagonwiwat, C., Govindan, R., Estrin, D.: Directed diffusion: a scalable and robust communication paradigm for sensor networks. In: MobiCom 2000: Proc. 6th Int. Conf. on Mobile Computing and Networking, pp. 56-67 (2000)
13. Isard, M., Budiu, M., Yu, Y., Birrell, A., Fetterly, D.: Dryad: distributed data-parallel programs from sequential building blocks. In: Proc. 2nd EuroSys European Conference on Computer Systems, EuroSys 2007, pp. 59-72 (2007)
14. Madden, S.R., Franklin, M.J., Hellerstein, J.M., Hong,W.: Tinydb: an acquisitional query processing systemfor sensor networks.ACMTrans.Database Syst. 30, 122-173 (2005)
15. Marie Kim, Y.J.L., Lee, J.W., Ryou, J.-C.: Cosmos: A middleware for integrated data processing over heterogeneous sensor networks. ETRI Journal 30(5) (October 2008)
16. Mohan, P., Padmanabhan, V., Ramjee, R.: Nericell: Rich Monitoring of Road and Traffic Conditions using Mobile Smartphones. In: Proceedings of ACM SenSys 2008 (November 2008)
17. Mun, M., Reddy, S., Shilton, K., Yau, N., Burke, J., Estrin, D., Hansen, M., Howard, E., West, R., Boda, P.: Peir, the personal environmental impact report, as a platform for participatory sensing systems research. In: MobiSys 2009: Proc. of the 7th Int. Conf. on Mobile Systems, Applications, and Services, pp. 55-68. ACM (2009)
18. OpenStreeMap (April 2010), http://www.openstreetmap.org
19. Tanin, E., Harwood, A., Samet, H.: Using a distributed quadtree index in peer-to-peer networks. VLDB Journal 16, 165-178 (2007)
20. Tayeb, J., Ulusoy, Ö., Wolfson, O.: A quadtree-based dynamic attribute indexing method. Comput. J. 41(3), 185-200 (1998)
21. Yick, J., Mukherjee, B., Ghosal, D.: Wireless sensor network survey. Comput. Netw. 52(12), 2292-2330 (2008)