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dc.contributor.authorCosta, Constantinosen
dc.contributor.authorChatzimilioudis, Georgiosen
dc.contributor.authorZeinalipour-Yazdi, Constantinos D.en
dc.contributor.authorMokbel, M. F.en
dc.creatorCosta, Constantinosen
dc.creatorChatzimilioudis, Georgiosen
dc.creatorZeinalipour-Yazdi, Constantinos D.en
dc.creatorMokbel, M. F.en
dc.description.abstractIn this demonstration paper, we present SPATE, an innovative telco big data exploration framework whose objectives are two-fold: (i) minimizing the storage space needed to incrementally retain data over timeen
dc.description.abstractand (ii) minimizing the response time for spatiotemporal data exploration queries over stored data. Our framework deploys lossless data compression to ingest streams of telco big data in the most compact manner retaining full resolution for data exploration tasks. We augment our storage structures with decaying principles that lead to the progressive loss of detail as information gets older. Our framework also includes visual and declarative interfaces for a variety of telco-specific data exploration tasks. We demonstrate SPATE in two modes: (i) Visual Mode, where attendees will be able to interactively explore synthetic telco traces we will provideen
dc.description.abstractand (ii) SQL Mode, where attendees can submit custom SQL queries based on a provided schema. © 2017 IEEE.en
dc.publisherIEEE Computer Societyen
dc.sourceProceedings - International Conference on Data Engineeringen
dc.source33rd IEEE International Conference on Data Engineering, ICDE 2017en
dc.subjectFull resolutionsen
dc.subjectDigital storageen
dc.subjectBig dataen
dc.subjectLossless data compressionen
dc.subjectSpatio-temporal dataen
dc.subjectData explorationen
dc.subjectSQL queryen
dc.subjectStorage spacesen
dc.subjectStorage structuresen
dc.subjectVisual modesen
dc.titleSPATE: Compacting and exploring telco big dataen
dc.description.endingpage1420 Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied SciencesΤμήμα Πληροφορικής / Department of Computer Science
dc.type.uhtypeConference Objecten
dc.description.notesConference code: 127836</p>en
dc.contributor.orcidZeinalipour-Yazdi, Constantinos D. [0000-0002-8388-1549]

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