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References
Abdelhamid AS, Tang M, Aly AM, Mahmood AR, Qadah T, Aref WG, Basalamah S (2016) Cruncher: distributed in-memory processing for location-based services. In: IEEE 32nd international conference on data engineering (ICDE). IEEE, pp 1406–1409
Apatche Hadoop (2017) Apatche Hadoop. http://hadoop.apache.org/
Aly AM, Sallam A, Gnanasekaran BM, Nguyen-Dinh LV, Aref WG, Ouzzani M, Ghafoor A (2012) M3: stream processing on main-memory mapreduce. In: ICDE, pp 1253–1256
Chen Z, Cong G, Zhang Z, Fuz TZ, Chen L (2017) Distributed publish/subscribe query processing on the spatio-textual data stream. In: IEEE 33rd international conference on data engineering (ICDE). IEEE, pp 1095–1106
Choi D, Song S, Kim B, Bae I (2015) Processing moving objects and traffic events based on spark streaming. In: 8th international conference on disaster recovery and business continuity (DRBC). IEEE, pp 4–7
Gedik B, Liu L (2006) Mobieyes: a distributed location monitoring service using moving location queries. IEEE Trans Mobile Comput 5(10):1384–1402
Lee Y, Song S (2015) Distributed indexing methods for moving objects based on spark stream. Int J Contents 11(1):69–72
Mahmood AR, Aly AM, Qadah T, Rezig EK, Daghistani A, Madkour A, Abdelhamid AS, Hassan MS, Aref WG, Basalamah S (2015) Tornado: a distributed spatio-textual stream processing system. PVLDB 8(12): 2020–2023
Mahmood AR, Daghistani A, Aly AM, Aref WG, Tang M, Basalamah S, Prabhakar S (2017) Adaptive processing of spatial-keyword data over a distributed streaming cluster. arXiv preprint, arXiv:170902533
Mokbel MF, Aref WG (2005) Gpac: generic and progressive processing of mobile queries over mobile data. In: Proceedings of the 6th international conference on mobile data management. ACM, pp 155–163
Mokbel MF, Aref WG (2008) Sole: scalable on-line execution of continuous queries on spatio-temporal data streams. VLDB J 17(5):971–995
Mokbel MF, Xiong X, Aref WG (2004a) Sina: Scalable incremental processing of continuous queries in spatio-temporal databases. In: Proceedings of the 2004 ACM SIGMOD international conference on management of data. ACM, pp 623–634
Mokbel MF, Xiong X, Aref WG, Hambrusch SE, Prabhakar S, Hammad MA (2004b) Place: a query processor for handling real-time spatio-temporal data streams. In: Proceedings of the thirtieth international conference on very large data bases, VLDB endowment, vol 30, pp 1377–1380
Neumeyer L, Robbins B, Nair A, Kesari A (2010) S4: distributed stream computing platform. In: IEEE international conference on data mining workshops (ICDMW). IEEE, pp 170–177
Ooi BC, McDonell KJ, Sacks-Davis R (1987) Spatial kd-tree: an indexing mechanism for spatial databases. In: IEEE COMPSAC, sn. vol 87, p 85
Song G (2016) Parallel and continuous join processing for data stream. PhD thesis, Université Paris-Saclay
Toshniwal A, Taneja S, Shukla A, Ramasamy K, Patel JM, Kulkarni S, Jackson J, Gade K, Fu M, Donham J et al (2014) Storm@ twitter. In: Proceedings of the 2014 ACM SIGMOD international conference on management of data. ACM, pp 147–156
Wang X, Zhang W, Zhang Y, Lin X, Huang Z (2017) Top-k spatial-keyword publish/subscribe over sliding window. VLDB J 26(3):301–326
Wu S, Kumar V, Wu KL, Ooi BC (2012) Parallelizing stateful operators in a distributed stream processing system: how, should you and how much? In: Proceedings of the 6th ACM international conference on distributed event-based systems. ACM, pp 278–289
Xiong X, Mokbel MF, Aref WG (2005) SEA-CNN: scalable processing of continuous k-nearest neighbor queries in spatio-temporal databases. In: Proceedings of the 21st international conference on data engineering, ICDE 2005. IEEE, pp 643–654
Xiong X, Elmongui HG, Chai X, Aref WG (2007) Place: a distributed spatio-temporal data stream management system for moving objects. In: International conference on mobile data management. IEEE, pp 44–51
Yu Z, Liu Y, Yu X, Pu KQ (2015) Scalable distributed processing of k nearest neighbor queries over moving objects. IEEE Trans Knowl Data Eng 27(5):1383–1396
Zaharia M, Das T, Li H, Shenker S, Stoica I (2012) Discretized streams: an efficient and fault-tolerant model for stream processing on large clusters. HotCloud 12:10–10
Zakhary V, Elmongui HG, Nagi MH (2013) Mobiplace*: a distributed framework for spatio-temporal data streams processing utilizing mobile clients processing power. In: International conference on mobile and ubiquitous systems: computing, networking, and services. Springer, pp 78–88
Zhang F, Zheng Y, Xu D, Du Z, Wang Y, Liu R, Ye X (2016) Real-time spatial queries for moving objects using storm topology. ISPRS Int J Geo-Inf 5(10):178
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Mahmood, A.R., Aref, W.G. (2019). Streaming Big Spatial Data. In: Sakr, S., Zomaya, A.Y. (eds) Encyclopedia of Big Data Technologies. Springer, Cham. https://doi.org/10.1007/978-3-319-77525-8_70
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