{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T19:22:01Z","timestamp":1772824921664,"version":"3.50.1"},"reference-count":35,"publisher":"Wiley","license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Sensors"],"published-print":{"date-parts":[[2015]]},"abstract":"<jats:p>Sensors are becoming ubiquitous. From almost any type of industrial applications to intelligent vehicles, smart city applications, and healthcare applications, we see a steady growth of the usage of various types of sensors. The rate of increase in the amount of data produced by these sensors is much more dramatic since sensors usually continuously produce data. It becomes crucial for these data to be stored for future reference and to be analyzed for finding valuable information, such as fault diagnosis information. In this paper we describe a scalable and distributed architecture for sensor data collection, storage, and analysis. The system uses several open source technologies and runs on a cluster of virtual servers. We use GPS sensors as data source and run machine-learning algorithms for data analysis.<\/jats:p>","DOI":"10.1155\/2015\/834217","type":"journal-article","created":{"date-parts":[[2015,3,31]],"date-time":"2015-03-31T10:47:27Z","timestamp":1427798847000},"page":"1-11","source":"Crossref","is-referenced-by-count":46,"title":["Architecture and Implementation of a Scalable Sensor Data Storage and Analysis System Using Cloud Computing and Big Data Technologies"],"prefix":"10.1155","volume":"2015","author":[{"given":"Galip","family":"Aydin","sequence":"first","affiliation":[{"name":"Computer Engineering Department, Firat University, 23100 Elazig, Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ibrahim Riza","family":"Hallac","sequence":"additional","affiliation":[{"name":"Computer Engineering Department, Firat University, 23100 Elazig, Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Betul","family":"Karakus","sequence":"additional","affiliation":[{"name":"Computer Engineering Department, Firat University, 23100 Elazig, Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"4","doi-asserted-by":"publisher","DOI":"10.1016\/s1389-1286(01)00302-4"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1145\/1978915.1978919"},{"key":"6","first-page":"62","volume":"11","year":"2011","journal-title":"Geospatial Crossroads GI Forum"},{"key":"8","year":"2011"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"14","year":"2011"},{"key":"15","year":"2009"},{"key":"16","year":"2008"},{"key":"18","year":"2011"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.14778\/1687553.1687609"},{"key":"20","year":"2011"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.14778\/1920841.1920881"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1109\/mic.2012.50"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2013.10.015"},{"key":"28","year":"2005"},{"key":"37","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2012.05.026"},{"key":"41","doi-asserted-by":"publisher","DOI":"10.3390\/computers3040117"},{"key":"43","year":"2014"},{"key":"45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-13021-7_9"},{"key":"48","doi-asserted-by":"publisher","DOI":"10.1145\/253262.253404"},{"key":"49","doi-asserted-by":"publisher","DOI":"10.1080\/13658810210138715"},{"key":"50","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2002.1033770"},{"key":"51","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-25465-X_39"},{"key":"11","year":"2013"},{"key":"53","year":"2010"},{"key":"59","year":"2012"},{"key":"60","doi-asserted-by":"publisher","DOI":"10.5120\/8738-2991"},{"key":"61","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.01.015"},{"key":"62","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2014.02.004"},{"key":"63","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-3156.2004.01272.x"},{"key":"64","first-page":"1173","volume-title":"Spatiotemporal data mining","year":"2014"},{"issue":"4","key":"65","doi-asserted-by":"crossref","first-page":"50","DOI":"10.4018\/ijdwm.2014100103","volume":"10","year":"2014","journal-title":"International Journal of Data Warehousing and Mining"},{"issue":"5","key":"66","first-page":"563","volume":"1","year":"2014","journal-title":"International Journal of Research"},{"key":"67","first-page":"26","year":"2012","journal-title":"International Journal of Computer Applications"},{"key":"68","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"}],"container-title":["Journal of Sensors"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/834217.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/834217.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/834217.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T04:19:04Z","timestamp":1498191544000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/js\/2015\/834217\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"references-count":35,"alternative-id":["834217","834217"],"URL":"https:\/\/doi.org\/10.1155\/2015\/834217","relation":{"is-referenced-by":[{"id-type":"doi","id":"10.1007\/s40710-025-00758-2","asserted-by":"object"}]},"ISSN":["1687-725X","1687-7268"],"issn-type":[{"value":"1687-725X","type":"print"},{"value":"1687-7268","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]}}}