{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,2]],"date-time":"2026-03-02T05:26:14Z","timestamp":1772429174228,"version":"3.50.1"},"reference-count":83,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2016,7,21]],"date-time":"2016-07-21T00:00:00Z","timestamp":1469059200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Geoinformatica"],"published-print":{"date-parts":[[2017,4]]},"DOI":"10.1007\/s10707-016-0264-z","type":"journal-article","created":{"date-parts":[[2016,7,21]],"date-time":"2016-07-21T02:25:40Z","timestamp":1469067940000},"page":"263-291","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":24,"title":["Distributed processing of big mobility data as spatio-temporal data streams"],"prefix":"10.1007","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4151-5345","authenticated-orcid":false,"given":"Zdravko","family":"Gali\u0107","sequence":"first","affiliation":[]},{"given":"Emir","family":"Me\u0161kovi\u0107","sequence":"additional","affiliation":[]},{"given":"Dario","family":"Osmanovi\u0107","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,7,21]]},"reference":[{"key":"264_CR1","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4302-3492-0","volume-title":"Pro spatial with SQL server 2012","author":"A Aitchison","year":"2012","unstructured":"Aitchison A (2012) Pro spatial with SQL server 2012. Apress Media LLC, New York"},{"issue":"12","key":"264_CR2","first-page":"1792","volume":"8","author":"T Akidau","year":"2015","unstructured":"Akidau T, Bradshaw R, Chambers C, Chernyak S, Fern\u00e1ndez-Moctezuma R, Lax R, McVeety S, Mills D, Perry F, Schmidt E, Whittle S (2015) The dataflow model: A practical approach to balancing correctness, latency, and cost in massive-scale, unbounded, out-of-order data processing. PVLDB 8(12):1792\u20131803. http:\/\/www.vldb.org\/pvldb\/vol8\/p1792-Akidau.pdf","journal-title":"PVLDB"},{"issue":"6","key":"264_CR3","doi-asserted-by":"publisher","first-page":"939","DOI":"10.1007\/s00778-014-0357-y","volume":"23","author":"A Alexandrov","year":"2014","unstructured":"Alexandrov A, Bergmann R, Ewen S, Freytag J, Hueske F, Heise A, Kao O, Leich M, Leser U, Markl V, Naumann F, Peters M, Rheinl\u00e4nder A, Sax MJ, Schelter S, H\u00f6ger M, Tzoumas K, Warneke D (2014) The Stratosphere platform for big data analytics. VLDB J 23(6):939\u2013964. doi: 10.1007\/s00778-014-0357-y","journal-title":"VLDB J"},{"issue":"2","key":"264_CR4","first-page":"1558","volume":"2","author":"MH Ali","year":"2009","unstructured":"Ali MH, Gerea C, Raman BS, Sezgin B, Tarnavski T, Verona T, Wang P, Zabback P, Kirilov A, Ananthanarayan A, Lu M, Raizman A, Krishnan R, Schindlauer R, Grabs T, Bjeletich S, Chandramouli B, Goldstein J, Bhat S, Li Y, Nicola V D, Wang X, Maier D, Santos I, Nano O, Grell S (2009) Microsoft CEP server and online behavioral targeting. PVLDB 2(2):1558\u20131561","journal-title":"PVLDB"},{"issue":"2","key":"264_CR5","first-page":"69","volume":"33","author":"MH Ali","year":"2010","unstructured":"Ali MH, Chandramouli B, Raman BS, Katibah E (2010) Spatio-temporal stream processing in Microsoft StreamInsight. IEEE Data Eng Bull 33(2):69\u201374","journal-title":"IEEE Data Eng Bull"},{"key":"264_CR6","doi-asserted-by":"crossref","unstructured":"de Almeida VT, G\u00fcting RH, Behr T (2006) Querying moving objects in SECONDO. In: Mobile Data Management, pp 47\u201351","DOI":"10.1109\/MDM.2006.133"},{"key":"264_CR7","unstructured":"Apache Foundation (2016a) Apache Flink . http:\/\/flink.apache.org"},{"key":"264_CR8","unstructured":"Apache Foundation (2016b) Apache Hadoop. http:\/\/hadoop.apache.org"},{"key":"264_CR9","unstructured":"Apache Foundation (2016c) Apache Hive. http:\/\/hive.apache.org"},{"key":"264_CR10","unstructured":"Apache Foundation (2016d) Apache Samza. http:\/\/samza.apache.org"},{"key":"264_CR11","unstructured":"(2016e) Apache Spark. http:\/\/spark.apache.org\/"},{"key":"264_CR12","unstructured":"Apache Foundation (2016f) Apache Spark Streaming. http:\/\/spark.apache.org\/streaming"},{"key":"264_CR13","unstructured":"Apache Foundation (2016g) Apache Storm. http:\/\/storm.apache.org"},{"key":"264_CR14","unstructured":"Apache Foundation (2016h) Flink DataStream API Programming Guide. https:\/\/ci.apache.org\/projects\/flink\/flink-docs-release-0.10\/apis\/streaming_guide.html"},{"key":"264_CR15","doi-asserted-by":"crossref","unstructured":"Babcock B, Babu S, Datar M, Motwani R, Widom J (2002) Models and issues in data stream systems. In: Popa L, Abiteboul S, Kolaitis P G (eds) PODS, ACM, pp 1\u201316","DOI":"10.1145\/543613.543615"},{"issue":"1","key":"264_CR16","doi-asserted-by":"crossref","first-page":"3:1","DOI":"10.1145\/1331904.1331907","volume":"33","author":"M Balazinska","year":"2008","unstructured":"Balazinska M, Balakrishnan H, Madden S, Stonebraker M (2008) Fault-tolerance in the Borealis distributed stream processing system. ACM Trans Database Syst 33(1):3:1\u20133:44","journal-title":"ACM Trans Database Syst"},{"key":"264_CR17","unstructured":"Bettini C, Dyreson CE, Evans WS, Snodgrass RT, Wang XS (1997) A glossary of time granularity concepts. In: Temporal Databases, Dagstuhl, pp 406\u2013413"},{"key":"264_CR18","doi-asserted-by":"publisher","unstructured":"Biem A, Bouillet E, Feng H, Ranganathan A, Riabov A, Verscheure O, Koutsopoulos HN, Moran C (2010) IBM InfoSphere Streams for scalable, real-time, intelligent transportation services. In: Elmagarmid AK, Agrawal D (eds) Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2010, Indianapolis, Indiana, USA, June 6-10, 2010, ACM. doi: 10.1145\/1807167.1807291 , pp 1093\u20131104","DOI":"10.1145\/1807167.1807291"},{"key":"264_CR19","unstructured":"California Center for Innovative Transportation (2015) The Mobile Millennium Project. http:\/\/traffic.berkeley.edu"},{"issue":"4","key":"264_CR20","first-page":"401","volume":"8","author":"B Chandramouli","year":"2014","unstructured":"Chandramouli B, Goldstein J, Barnett M, DeLine R, Platt JC, Terwilliger JF, Wernsing J (2014) Trill: A high-performance incremental query processor for diverse analytics. PVLDB 8(4):401\u2013412. http:\/\/www.vldb.org\/pvldb\/vol8\/p401-chandramouli.pdf","journal-title":"PVLDB"},{"issue":"1","key":"264_CR21","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1145\/214451.214456","volume":"3","author":"KM Chandy","year":"1985","unstructured":"Chandy KM, Lamport L (1985) Distributed snapshots: Determining global states of distributed systems. ACM Trans Comput Syst 3(1):63\u201375. doi: 10.1145\/214451.214456","journal-title":"ACM Trans Comput Syst"},{"key":"264_CR22","doi-asserted-by":"crossref","unstructured":"Chen CX (2008) Spatio-temporal query languages. In: Shekhar S, Xiong H (eds) Encyclopedia of GIS. Springer, Berlin, pp 1125\u20131128","DOI":"10.1007\/978-0-387-35973-1_1332"},{"key":"264_CR23","unstructured":"Commonwealth Computer Research Inc (2016) GeoMesa. http:\/\/www.geomesa.org"},{"key":"264_CR24","unstructured":"Condie T, Conway N, Alvaro P, Hellerstein JM, Elmeleegy K, Sears R (2010) MapReduce online. In: NSDI, USENIX Association, pp 313\u2013328"},{"key":"264_CR25","unstructured":"Dean J, Ghemawat S (2004) MapReduce: Simplified data processing on large clusters. In: OSDI, USENIX Association, pp 137\u2013150"},{"key":"264_CR26","unstructured":"Ebbers M, Abdel-Gayed A, Budhi V, Dolot F, Kamat V, Picone R, Trevelin J (2013) Addressing Data Volume, Velocity, and Variety with IBM InfoSphere Streams 3.0. IBM"},{"issue":"12","key":"264_CR27","first-page":"1230","volume":"6","author":"A Eldawy","year":"2013","unstructured":"Eldawy A, Mokbel MF (2013) A demonstration of SpatialHadoop: An efficient MapReduce framework for spatial data. PVLDB 6(12):1230\u20131233","journal-title":"PVLDB"},{"key":"264_CR28","doi-asserted-by":"publisher","unstructured":"Eldawy A, Elganainy M, Bakeer A, Abdelmotaleb A, Mokbel M (2015) Sphinx: Distributed execution of interactive sql queries on big spatial data. In: Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM, New York, NY, USA, GIS \u201915, pp 78:1\u201378:4 doi: 10.1145\/2820783.2820869","DOI":"10.1145\/2820783.2820869"},{"key":"264_CR29","unstructured":"Esper Tech Inc (2016) EsperTech. http:\/\/www.espertech.com\/products\/"},{"key":"264_CR30","doi-asserted-by":"publisher","unstructured":"Fox A, Eichelberger C, Hughes J, Lyon S (2013) Spatio-temporal indexing in non-relational distributed databases. In: Proceedings of the 2013 IEEE International Conference on Big Data, 6-9 October 2013, Santa Clara, CA, USA, IEEE, pp 291\u2013299. doi: 10.1109\/BigData.2013.6691586","DOI":"10.1109\/BigData.2013.6691586"},{"key":"264_CR31","unstructured":"Franklin MJ, Krishnamurthy S, Conway N, Li A, Russakovsky A, Thombre N (2009) Continuous analytics: Rethinking query processing in a network-effect world. In: CIDR. www.crdrdb.org"},{"key":"264_CR32","doi-asserted-by":"publisher","unstructured":"Gali\u0107 Z, Me\u0161kovi\u0107 E, Kri\u017eanovi\u0107 K, Baranovi\u0107 M (2012) OCEANUS: a spatio-temporal data stream system prototype. In: Proceedings of the Third ACM SIGSPATIAL International Workshop on GeoStreaming, ACM, New York, NY, USA, IWGS \u201912, pp 109\u2013115. doi: 10.1145\/2442968.2442982","DOI":"10.1145\/2442968.2442982"},{"key":"264_CR33","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.datak.2014.02.002","volume":"91","author":"Z Gali\u0107","year":"2014","unstructured":"Gali\u0107 Z, Baranovi\u0107 M, Kri\u017eanovi\u0107 K, Me\u0161kovi\u0107 E (2014) Geospatial data streams: Formal framework and implementation. Data Knowl Eng 91:1\u201316","journal-title":"Data Knowl Eng"},{"key":"264_CR34","doi-asserted-by":"crossref","unstructured":"Golab L, \u00d6zsu M T (2010) Data stream management. Synthesis lectures on data management morgan claypool publishers, San Rafael, CA","DOI":"10.2200\/S00284ED1V01Y201006DTM005"},{"key":"264_CR35","doi-asserted-by":"publisher","unstructured":"G\u00fcting RH (1993) Second-order signature: A tool for specifying data models, query processing, and optimization. In: Buneman P, Jajodia S (eds) Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, Washington, D.C., May 26-28, 1993,ACM Press, pp 277\u2013286. doi: 10.1145\/170035.170079","DOI":"10.1145\/170035.170079"},{"key":"264_CR36","volume-title":"Moving objects databases","author":"RH G\u00fcting","year":"2005","unstructured":"G\u00fcting R H, Schneider M (2005) Moving objects databases. Morgan Kaufmann, San Francisco"},{"issue":"1","key":"264_CR37","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/352958.352963","volume":"25","author":"RH G\u00fcting","year":"2000","unstructured":"G\u00fcting R H, B\u00f6hlen M H, Erwig M, Jensen C S, Lorentzos N A, Schneider M, Vazirgiannis M (2000) A foundation for representing and quering moving objects. ACM Trans Database Syst 25(1):1\u2013 42","journal-title":"ACM Trans Database Syst"},{"key":"264_CR38","doi-asserted-by":"crossref","unstructured":"G\u00fcting RH, Behr T, D\u00fcngten C (2013) Trajectory databases. In: Mobility data \u2013 modeling, management, and understanding. Cambridge University Press, New York, pp 42\u201361","DOI":"10.1017\/CBO9781139128926.004"},{"key":"264_CR39","unstructured":"Hortonworks (2016) Magellan: Geospatial Analytics on Spark. http:\/\/hortonworks.com\/blog\/magellan-geospatial-analytics-in-spark"},{"key":"264_CR40","unstructured":"Hu X, Lin TY, Raghavan VV, Wah BW, Baeza-Yates RA, Fox G, Shahabi C, Smith M, Yang Q, Ghani R, Fan W, Lempel R, Nambiar R (eds.) (2013) In: Proceedings of the 2013 IEEE International Conference on Big Data, 6-9 October 2013, Santa Clara, CA, USA, IEEE . http:\/\/ieeexplore.ieee.org\/xpl\/mostRecentIssue.jsp?punumber=6679357"},{"key":"264_CR41","doi-asserted-by":"crossref","unstructured":"Huang Y, Zhang C (2008) New data types and operations to support geo-streams. In: Cova T J, Miller H J, Beard K, Frank A U, Goodchild M F (eds) GIScience, Springer, Lecture Notes in Computer Science, vol 5266, pp 106\u2013118","DOI":"10.1007\/978-3-540-87473-7_7"},{"issue":"4","key":"264_CR42","doi-asserted-by":"crossref","first-page":"884","DOI":"10.1109\/TASE.2013.2274523","volume":"10","author":"T Hunter","year":"2013","unstructured":"Hunter T, Das T, Zaharia M, Abbeel P, Bayen A M (2013) Large-scale estimation in cyberphysical systems using streaming data: a case study with arterial traffic estimation. IEEE T Automation Science and Engineering 10(4):884\u2013898","journal-title":"IEEE T Automation Science and Engineering"},{"key":"264_CR43","unstructured":"Information Management Lab \u2013 University of Piraeus (2016) HERMES. http:\/\/hermes-mod.java.net"},{"key":"264_CR44","unstructured":"ISO 19107:2003 (2003) Geographic information \u2013 Spatial schema"},{"key":"264_CR45","unstructured":"ISO 19108:2002 (2002) Geographic information \u2013 Temporal schema"},{"key":"264_CR46","unstructured":"ISO 19141:2008 (2008) Geographic information \u2013 Schema for moving features"},{"key":"264_CR47","unstructured":"ISO\/IEC 13249-3:2011 (2011) Information technology \u2013 Database languages \u2013 SQL multimedia and application packages \u2013 Part 3: Spatial"},{"issue":"12","key":"264_CR48","first-page":"1838","volume":"5","author":"J Jiang","year":"2012","unstructured":"Jiang J, Bao H, Chang EY, Li Y (2012) MOIST: A scalable and parallel moving object indexer with school tracking. PVLDB 5(12):1838\u20131849. http:\/\/vldb.org\/pvldb\/vol5\/p1838_junchenjiang_vldb2012.pdf","journal-title":"PVLDB"},{"key":"264_CR49","doi-asserted-by":"publisher","unstructured":"Kazemitabar SJ, Kashani FB, McLeod D (2011) Geostreaming in cloud. In: Ali MH, Hoel EG, Kashani FB (eds) Proceedings of the 2011 ACM SIGSPATIAL International Workshop on GeoStreaming, IWGS 2011, November 1, 2011, Chicago, IL, USA, ACM, pp 3\u20139. doi: 10.1145\/2064959.2064962","DOI":"10.1145\/2064959.2064962"},{"key":"264_CR50","unstructured":"Kornacker M, Behm A, Bittorf V, Bobrovytsky T, Ching C, Choi A, Erickson J, Grund M, Hecht D, Jacobs M, Joshi I, Kuff L, Kumar D, Leblang A, Li N, Pandis I, Robinson H, Rorke D, Rus S, Russell J, Tsirogiannis D, Wanderman-Milne S, Yoder M (2015) Impala: A modern, open-source SQL engine for Hadoop. In: CIDR 2015, Seventh Biennial Conference on Innovative Data Systems Research, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings, http:\/\/www.cidrdb.org\/cidr2015\/Papers\/CIDR15_Paper28.pdf"},{"key":"264_CR51","unstructured":"Koubarakis M, Sellis TK, Frank AU, Grumbach S, G\u00fcting RH, Jensen CS, Lorentzos NA, Manolopoulos Y, Nardelli E, Pernici B, Schek HJ, Scholl M, Theodoulidis B, Tryfona N (2003) Spatio-Temporal Databases: The CHOROCHRONOS Approach, Lecture Notes in Computer Science, vol 2520, Springer"},{"key":"264_CR52","doi-asserted-by":"crossref","unstructured":"Kr\u00e4mer J, Seeger B (2009) Semantics and implementation of continuous sliding window queries over data streams. ACM Trans Database Syst 34(1)","DOI":"10.1145\/1508857.1508861"},{"issue":"2","key":"264_CR53","first-page":"8:1","volume":"36","author":"YN Law","year":"2011","unstructured":"Law YN, Wang H, Zaniolo C (2011) Relational languages and data models for continuous queries on sequences and data streams. ACM Trans Database Syst 36(2):8:1\u20138:32","journal-title":"ACM Trans Database Syst"},{"key":"264_CR54","unstructured":"Loeckx J, Ehrich HD, Wolf M (1996) Specification of Abstract Data Types. John Wiley & Sons and B. G. Teubner"},{"key":"264_CR55","doi-asserted-by":"crossref","unstructured":"Lu J, G\u00fcting RH (2013) Parallel SECONDO: Practical and efficient mobility data processing in the cloud. In: Proceedings of the 2013 IEEE International Conference on Big Data, 6-9 October 2013, Santa Clara, CA, USA, IEEE, pp 17\u201325. http:\/\/ieeexplore.ieee.org\/xpl\/mostRecentIssue.jsp?punumber=6679357","DOI":"10.1109\/BigData.2013.6691767"},{"key":"264_CR56","doi-asserted-by":"publisher","unstructured":"Ma Q, Yang B, Qian W, Zhou A (2009) Query processing of massive trajectory data based on MapReduce. In: Meng X, Wang H, Chen Y (eds) Proceedings of the First International CIKM Workshop on Cloud Data Management, CloudDb 2009, Hong Kong, China, November 2, 2009, ACM, pp 9\u201316. doi: 10.1145\/1651263.1651266","DOI":"10.1145\/1651263.1651266"},{"issue":"12","key":"264_CR57","first-page":"2020","volume":"8","author":"AR Mahmood","year":"2015","unstructured":"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\u20132031. http:\/\/www.vldb.org\/pvldb\/vol8\/p2020-mahmood.pdf","journal-title":"PVLDB"},{"key":"264_CR58","unstructured":"Davis M (2016) JTS Topology Suite. http:\/\/tsusiatsoftware.net\/jts\/main.html"},{"issue":"13","key":"264_CR59","first-page":"2134","volume":"8","author":"J Meehan","year":"2015","unstructured":"Meehan J, Tatbul N, Zdonik S, Aslantas C, \u00c7etintemel U, Du J, Kraska T, Madden S, Maier D, Pavlo A, Stonebraker M, Tufte K, Wang H (2015) S-store: Streaming meets transaction processing. PVLDB 8(13):2134\u20132145. http:\/\/www.vldb.org\/pvldb\/vol8\/p2134-meehan.pdf","journal-title":"PVLDB"},{"key":"264_CR60","doi-asserted-by":"crossref","unstructured":"Miller J, Raymond M, Archer J, Adem S, Hansel L, Konda S, Luti M, Zhao Y, Teredesai A, Ali M H (2011) An extensibility approach for spatio-temporal stream processing using Microsoft StreamInsight. In: Pfoser D, Tao Y, Mouratidis K, Nascimento M A, Mokbel M F, Shekhar S, Huang Y (eds) SSTD, Springer, Lecture Notes in Computer Science, vol 6849, pp 496\u2013501","DOI":"10.1007\/978-3-642-22922-0_38"},{"issue":"4","key":"264_CR61","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1007\/s10707-005-4576-7","volume":"9","author":"MF Mokbel","year":"2005","unstructured":"Mokbel MF, Xiong X, Hammad MA, Aref WG (2005) Continuous query processing of spatio-temporal data streams in PLACE. GeoInformatica 9(4):343\u2013365","journal-title":"GeoInformatica"},{"key":"264_CR62","unstructured":"Murray C (2014) Oracle Spatial and Graph Developer\u2019s Guide. Oracle"},{"key":"264_CR63","doi-asserted-by":"publisher","unstructured":"Murray DG, McSherry F, Isaacs R, Isard M, Barham P, Abadi M (2013) Naiad: a timely dataflow system. In: Kaminsky M, Dahlin M (eds) ACM SIGOPS 24th Symposium on Operating Systems Principles, SOSP \u201913, Farmington, PA, USA, November 3-6, 2013, pp 439\u2013455. ACM. doi: 10.1145\/2517349.2522738","DOI":"10.1145\/2517349.2522738"},{"key":"264_CR64","doi-asserted-by":"publisher","unstructured":"Nidzwetzki JK, G\u00fcting RH (2015) Distributed SECONDO: A highly available and scalable system for spatial data processing. In: Claramunt C, Schneider M, Wong RC, Xiong L, Loh W, Shahabi C, Li K (eds) Advances in Spatial and Temporal Databases - 14th International Symposium, SSTD 2015, Hong Kong, China, August 26-28, 2015. Proceedings, Springer, Lecture Notes in Computer Science, vol 9239, pp 491\u2013496. doi: 10.1007\/978-3-319-22363-6_28","DOI":"10.1007\/978-3-319-22363-6_28"},{"key":"264_CR65","unstructured":"Obe R, Hsu L, Ramsey P (2012) PostGIS in Action Manning Publications, Greenwich, CT"},{"key":"264_CR66","unstructured":"Oracle (2015) Oracle Fusion Middleware \u2013 Developing Applications for Oracle CQL Data Cartridges, 12c Release 1 (12.2.1). Oracle Corporation"},{"key":"264_CR67","unstructured":"Patroumpas K, Sellis TK (2004) Managing trajectories of moving objects as data streams. In: Sander J, Nascimento M A (eds) STDBM, pp 41\u201348"},{"issue":"1","key":"264_CR68","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1016\/j.is.2010.02.001","volume":"36","author":"K Patroumpas","year":"2011","unstructured":"Patroumpas K, Sellis TK (2011) Maintaining consistent results of continuous queries under diverse window specifications. Inf Syst 36(1):42\u201361","journal-title":"Inf Syst"},{"key":"264_CR69","doi-asserted-by":"crossref","unstructured":"Patroumpas K, Sellis TK (2012) Event processing and real-time monitoring over streaming traffic data. In: Martino SD, Peron A, Tezuka T (eds), vol 7236. W2GIS, Springer, Lecture Notes in Computer Science, pp 116\u2013133","DOI":"10.1007\/978-3-642-29247-7_10"},{"key":"264_CR70","doi-asserted-by":"crossref","unstructured":"Qian Z, He Y, Su C, Wu Z, Zhu H, Zhang T, Zhou L, Yu Y, Zhang Z (2013) TimeStream: reliable stream computation in the cloud. In: Hanz\u00e1lek Z, H\u00e4rtig H, Castro M, Kaashoek MF (eds) EuroSys, ACM, pp 1\u201314","DOI":"10.1145\/2465351.2465353"},{"key":"264_CR71","unstructured":"SAP (2016) SAP HANA Data Streaming. http:\/\/help.sap.com\/hana_options_sds"},{"key":"264_CR72","doi-asserted-by":"publisher","unstructured":"Sarwat M (2015) Interactive and scalable exploration of big spatial data - A data management perspective. In: Jensen CS, Xie X, Zadorozhny V, Madria S, Pitoura E, Zheng B, Chow C (eds) 16th IEEE International Conference on Mobile Data Management, MDM 2015, Pittsburgh, PA, USA, June 15-18, 2015 - Volume 1, IEEE, pp 263\u2013270. doi: 10.1109\/MDM.2015.67","DOI":"10.1109\/MDM.2015.67"},{"key":"264_CR73","doi-asserted-by":"crossref","unstructured":"Schneider M (1997) Spatial data types for database systems, finite resolution geometry for geographic information systems, Lecture Notes in Computer Science, vol 1288. Springer, Berlin","DOI":"10.1007\/BFb0028319"},{"key":"264_CR74","doi-asserted-by":"publisher","unstructured":"Schneider M (2009) Spatial and spatio-temporal data models and languages. In: Liu L, \u00d6zsu MT (eds) Encyclopedia of Database Systems, Springer US, pp 2681\u20132685, pp 2681\u20132685. doi: 10.1007\/978-0-387-39940-9_360","DOI":"10.1007\/978-0-387-39940-9_360"},{"key":"264_CR75","volume-title":"Spatial databases - a tour prentice hall","author":"S Shekhar","year":"2003","unstructured":"Shekhar S, Chawla S (2003) Spatial databases - a tour prentice hall. Upper Saddle River, NJ"},{"key":"264_CR76","unstructured":"(2008). In: Shekhar S, Xiong H (eds) Encyclopedia of GIS. Springer, Berlin"},{"issue":"4","key":"264_CR77","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1145\/1107499.1107504","volume":"34","author":"M Stonebraker","year":"2005","unstructured":"Stonebraker M, \u00c7etintemel U, Zdonik S B (2005) The 8 requirements of real-time stream processing. SIGMOD Record 34(4):42\u201347","journal-title":"SIGMOD Record"},{"key":"264_CR78","doi-asserted-by":"publisher","unstructured":"Tan H, Luo W, Ni LM (2012) CloST: a Hadoop-based storage system for big spatio-temporal data analytics. In: Chen X, Lebanon G, Wang H, Zaki MJ (eds) 21st ACM International Conference on Information and Knowledge Management, CIKM\u201912, Maui, HI, USA, October 29 - November 02, 2012, ACM, pp 2139\u20132143. doi: 10.1145\/2396761.2398589","DOI":"10.1145\/2396761.2398589"},{"key":"264_CR79","unstructured":"TIBCO (2016) TIBCO StreamBase. http:\/\/www.streambase.com"},{"key":"264_CR80","doi-asserted-by":"crossref","unstructured":"Xiong X, Mokbel MF, Aref WG (2008) Spatio-temporal database. In: Shekhar S, Xiong H (eds) Encyclopedia of GIS. Springer, Berlin, pp 1114\u20131115","DOI":"10.1007\/978-0-387-35973-1_1316"},{"key":"264_CR81","doi-asserted-by":"publisher","unstructured":"Yu J, Wu J, Sarwat M (2015) GeoSpark: A cluster computing framework for processing large-scale spatial data. In: Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM, New York, NY, USA, GIS \u201915, pp 70:1\u201370:4. doi: 10.1145\/2820783.2820860","DOI":"10.1145\/2820783.2820860"},{"key":"264_CR82","doi-asserted-by":"publisher","unstructured":"Zheng Y, Chen Y, Li Q, Xie X, Ma W (2010a) Understanding transportation modes based on GPS data for web applications. TWEB 4(1). doi: 10.1145\/1658373.1658374","DOI":"10.1145\/1658373.1658374"},{"key":"264_CR83","unstructured":"Zheng Y, Xie X, Ma W (2010b) GeoLife: A collaborative social networking service among user, location and trajectory. IEEE Data Eng Bull 33(2):32\u201339. http:\/\/sites.computer.org\/debull\/A10june\/geolife.pdf"}],"container-title":["GeoInformatica"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-016-0264-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10707-016-0264-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-016-0264-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10707-016-0264-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,11]],"date-time":"2019-09-11T10:38:05Z","timestamp":1568198285000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10707-016-0264-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,7,21]]},"references-count":83,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2017,4]]}},"alternative-id":["264"],"URL":"https:\/\/doi.org\/10.1007\/s10707-016-0264-z","relation":{},"ISSN":["1384-6175","1573-7624"],"issn-type":[{"value":"1384-6175","type":"print"},{"value":"1573-7624","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,7,21]]}}}