Beyond the lambda architecture: Effective scheduling for large scale EO information mining and interactive thematic mapping

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2015-November, Issue , 2015, Pages 1492-1495

  Quartulli, Marco ^a   Lozano, Javier ^a   Olaizola, Igor G ^a  

^a VICOMTECH   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84962530511     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2015.7326062     Document Type: Conference Paper

References (12)

1. Manolis Koubarakis, Michael Sioutis, George Garbis, Manos Karpathiotakis, Kostis Kyzirakos, Charalampos Nikolaou, Konstantina Bereta, Stavros Vassos, Corneliu Octavian Dumitru, Daniela Espinoza-Molina, et al., "Building virtual earth observatories using ontologies, linked geospatial data and knowledge discovery algorithms, " in On the Move to Meaningful Internet Systems: OTM 2012, pp. 932-949. Springer, 2012.
2. Marco Quartulli and Igor G Olaizola, "A review of EO image information mining, " ISPRS Journal of Photogrammetry and Remote Sensing, vol. 75, pp. 11-28, 2013.
3. Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, and Ion Stoica, "Discretized streams: An efficient and fault-tolerant model for stream processing on large clusters, " in Proceedings of the 4th USENIX conference on Hot Topics in Cloud Ccomputing. USENIX Association, 2012, pp. 10-10.
4. Maciej Drozdowski, Scheduling for parallel processing, Springer, 2010.
5. Nathan Marz and James Warren, Big Data: Principles and best practices of scalable realtime data systems, O'Reilly Media, 2013.
6. Luigi Mascolo, Marco Quartulli, Pietro Guccione, Giovanni Nico, and Igor G. Olaizola, "Scalable analysis and retrieval of SAR data on Elastic Computing Clouds, " in Proceedings of the 2014 conference on Big Data from Space (BiDS'14). IEEE, 2014, pp. 150-153.
7. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael J Franklin, Scott Shenker, and Ion Stoica, "Resilient distributed datasets: A fault-tolerant abstraction for inmemory cluster computing, " in Proceedings of the 9th USENIX conference on Networked Systems Design and Implementation. USENIX Association, 2012, pp. 2-2.
8. Jeffrey Dean and Sanjay Ghemawat, "MapReduce: simplified data processing on large clusters, " Communications of the ACM, vol. 51, no. 1, pp. 107-113, 2008.
9. Mir Ashfaque Ali and SA Ladhake, "Overview of space-filling curves and their applications in scheduling, " International Journal of Advances in Engineering and Technology, vol. 1, no. 4, pp. 148-154, 2011.
10. Barry Irwin and Nick Pilkington, "High level internet scale traffic visualization using hilbert curve mapping, " in VizSEC 2007, pp. 147-158. Springer, 2008.
11. Stefan Berchtold, Christian Böhm, Bernhard Braunmüller, Daniel A Keim, and Hans-Peter Kriegel, "Fast parallel similarity search in multimedia databases, " in Proc. ACM SIGMOD Int. Conf. on Management of Data. 1997, vol. 26 of 2, ACM.
12. Mohammad Shahrokh Esfahani and Edward R Dougherty, "Effect of separate sampling on classification accuracy, " Bioinformatics, p. btt662, 2013.