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Institutional Repository [SANDBOX]
Technical University of Crete
Technical University of Crete
EN
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EL
| URI | http://purl.tuc.gr/dl/dias/B61AA0F2-86AF-406D-95C8-4A4B411E97B1 | - |
| Identifier | https://doi.org/10.1145/3340531.3417435 | - |
| Identifier | https://dl.acm.org/doi/10.1145/3340531.3417435 | - |
| Language | en | - |
| Extent | 4 pages | en |
| Title | INforE: interactive cross-platform analytics for everyone | en |
| Creator | Giatrakos Nikolaos | en |
| Creator | Γιατρακος Νικολαος | el |
| Creator | Arnu David | en |
| Creator | Bitsakis Theodoros | en |
| Creator | Μπιτσακης Θεοδωρος | el |
| Creator | Deligiannakis Antonios | en |
| Creator | Δεληγιαννακης Αντωνιος | el |
| Creator | Garofalakis Minos | en |
| Creator | Γαροφαλακης Μινως | el |
| Creator | Klinkenberg Ralf | en |
| Creator | Konidaris Vissarion-Bertcholnt | en |
| Creator | Κονιδαρης Βησσαριων-Μπερτχολντ | el |
| Creator | Kontaxakis Antonios | en |
| Creator | Κονταξακης Αντωνιος | el |
| Creator | Kotidis, Yannis | en |
| Creator | Samoladas Vasilis | en |
| Creator | Σαμολαδας Βασιλης | el |
| Creator | Simitsis Alkis | en |
| Creator | Stamatakis Georgios | en |
| Creator | Σταματακης Γεωργιος | el |
| Creator | Temme Fabian | en |
| Creator | Torok Mate | en |
| Creator | Yaqub Edwin | en |
| Creator | Montagud Arnau | en |
| Creator | Ponce-de-Leon Miguel | en |
| Creator | Arndt Holger | en |
| Creator | Burkard Stefan | en |
| Publisher | Association for Computing Machinery (ACM) | en |
| Content Summary | We present INforE, a prototype supporting non-expert programmers in performing optimized, cross-platform, streaming analytics at scale. INforE offers: a) a new extension to the RapidMiner Studio for graphical design of Big streaming Data workflows, (b) a novel optimizer to instruct the execution of workflows across Big Data platforms and clusters, (c) a synopses data engine for interactivity at scale via the use of data summaries, (d) a distributed, online data mining and machine learning module. To our knowledge INforE is the first holistic approach in streaming settings. We demonstrate INforE in the fields of life science and financial data analysis. | en |
| Type of Item | Conference Demonstration | en |
| Type of Item | Επίδειξη σε Συνέδριο | el |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2022-07-15 | - |
| Date of Publication | 2020 | - |
| Subject | Data streams | en |
| Subject | Cross-platform analytics | en |
| Subject | Interactive Big Data analytics | en |
| Bibliographic Citation | N. Giatrakos, D. Arnu, T. Bitsakis, A. Deligiannakis, M. Garofalakis, R. Klinkenberg, A. Konidaris, A. Kontaxakis, Y. Kotidis, V. Samoladas, A. Simitsis, G. Stamatakis, F. Temme, M. Torok, E. Yaqub, A. Montagud, M. Ponce De León, H. Arndt, and S. Burkard, “INforE: interactive cross-platform analytics for everyone,” in Proc. 29th ACM Int. Conf. Inf. Knowl. Manage. (CIKM 2020), virtual event, 2020, pp. 3389–3392, doi: 10.1145/3340531.3417435. | en |
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