Publications

Publications by Fabrizio Marozzo

Sort by: [Type] [Year]


Download: [BibTex] [Text]

    To appear

  1. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "G-RoI: Automatic Region-of-Interest detection driven by geotagged social media data". ACM Transactions on Knowledge Discovery from Data, October 2017. Note: To appear.


  2. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Appraising SPARK on Large-Scale Social Media Analysis". Euro-Par Workshops, August 2017. Note: To appear.


  3. F. Marozzo, F. Rodrigo Duro, J. Garcia Blas, J. Carretero, D. Talia, P. Trunfio, "A Data-aware Scheduling Strategy for Workflow Execution in Clouds". Concurrency and Computation: Practice and Experience, Wiley InterScience, 2017. Note: To appear.


  4. L. Belcastro, F. Marozzo, P. Trunfio, "A Scalable Middleware for Context-aware Mobile Applications". International Journal of Ad Hoc and Ubiquitous Computing, 2017. Note: To appear.


  5. F. Marozzo, "Infrastructures for High-Performance Computing: Cloud Infrastructures". In: Encyclopedia of Bioinformatics and Computational Biology, S. Ranganathan, K. Nakai, C. Schonbach,, M. Gribskov (Editors), Elsevier, 2017. Note: To appear.


  6. F. Marozzo, P. Trunfio, "Infrastructures for High-Performance Computing: Cloud Computing Development Environments". In: Encyclopedia of Bioinformatics and Computational Biology, Elsevier, 2017. Note: To appear.


  7. F. Marozzo, D. Talia, P. Trunfio, "A Workflow Management System for Scalable Data Mining on Clouds". IEEE Transactions On Services Computing, 2016. Note: To appear.


  8. 2017

  9. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Big Data Analysis on Clouds". In: Handbook of Big Data Technologies, A. Zomaya, S. Sakr (Editors), Springer, pp. 101-142, 2017. Note: ISBN: 978-3-319-49339-8.


  10. E. Cesario, F. Marozzo, D. Talia, P. Trunfio, "SMA4TD: A Social Media Analysis Methodology for Trajectory Discovery in Large-Scale Events". Online Social Networks and Media, vol. 3-4, pp. 49-62, October 2017.


  11. C. Diamantini, L. Genga, F. Marozzo, D. Potena, P. Trunfio, "Discovering Mobility Patterns of Instagram Users through Process Mining Techniques". IEEE International Conference on Information Reuse and Integration, pp. 485-492, August 2017. Note: ISBN 978-1-5386-1562-1.


  12. F. Marozzo, F. Rodrigo Duro, J. Garcia Blas, J. Carretero, D. Talia, P. Trunfio, "Evaluating a Data-Aware Scheduling Approach to Reduce Processing Costs of DMCF Workflows". The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017), Genoa, Italy, pp. 699--706, July 2017. Note: ISBN 978-1-5386-3250-5.


  13. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "A Parallel Library for Social Media Analytics". The 2017 International Conference on High Performance Computing & Simulation (HPCS 2017), Genoa, Italy, pp. 683--690, July 2017. Note: ISBN 978-1-5386-3250-5.


  14. A. Altomare, E. Cesario, C. Comito, F. Marozzo, D. Talia, "Trajectory Pattern Mining for Urban Computing in the Cloud". Transactions on Parallel and Distributed Systems, vol. 28, n. 2, pp. 586-599, 2017. Note: ISSN:1045-9219.


  15. F. Marozzo, D. Talia, P. Trunfio, "Implementing MapReduce Applications in Dynamic Cloud Environments". In: Cloud Computing: Principles, Systems and Applications, second edition, N. Antonopoulos, L. Gillam (Editors), Springer, pp. 211-223, 2017. Note: ISBN: 978-3-319-54645-2.


  16. 2016

  17. L. Belcastro, G. Di Lieto, M. Lackovic, F. Marozzo, P. Trunfio, "Geocon: A Middleware for Location-aware Ubiquitous Applications". Proc. of the First International Workshop on Ultrascale Computing for Early Researchers (UCER 2016), Granada, Spain, pp. 234-243, December 2016. Note: ISBN: 978-3-319-49956-7.


  18. F. Rodrigo Duro, F. Marozzo, J. Garcia Blas, D. Talia, P. Trunfio, "Exploiting in-memory storage for improving workflow executions in Cloud platforms". The Journal of Supercomputing, vol. 72, n. 11, pp. 4069-4088, Springer, November 2016.


  19. F. Marozzo, F. Rodrigo Duro, J. Garcia Blas, J. Carretero, D. Talia, P. Trunfio, "A Data-Aware Scheduling Strategy for DMCF workflows over Hercules". Proc. of the Third International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2016), Sofia, Bulgaria, pp. 37-44, October 2016. Note: ISBN 978-84-617-7450-0.


  20. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Using Scalable Data Mining for Predicting Flight Delays". ACM Transactions on Intelligent Systems and Technology, vol. 8, n. 1, October 2016.


  21. E. Cesario, A. Iannazzo, F. Marozzo, F. Morello, D. Talia, P. Trunfio, "Nubytics: Scalable Cloud Services for Data Analysis and Prediction". 2nd International Forum on Research and Technologies for Society and Industry (RTSI 2016), Bologna, Italy, pp. 1-6, September 2016. Note: ISBN: 978-1-5090-1131-5.


  22. E. Cesario, A. Iannazzo, F. Marozzo, F. Morello, G. Riotta, A. Spada, D. Talia, P. Trunfio, "Analyzing Social Media Data to Discover Mobility Patterns at EXPO 2015: Methodology and Results". The 2016 International Conference on High Performance Computing & Simulation (HPCS 2016), Innsbruck, Austria, pp. 230-237, July 2016. Note: ISBN: 978-1-5090-2088-1.


  23. F. Marozzo, D. Talia, P. Trunfio, "Cloud Services for Distributed Knowledge Discovery". In: Encyclopedia of Cloud Computing, S. Murugesan, I. Bojanova (Editors), Wiley-IEEE, pp. 774--785, 2016. Note: ISBN 978-1-118-82197-8.


  24. 2015

  25. F. Marozzo, D. Talia, P. Trunfio, "JS4Cloud: Script-based Workflow Programming for Scalable Data Analysis on Cloud Platforms". Concurrency and Computation: Practice and Experience, vol. 27, n. 17, pp. 5214--5237, Wiley InterScience , December 2015.


  26. D. Talia, P. Trunfio, F. Marozzo, Data Analysis in the Cloud, Elsevier, 2015. Note: ISBN 978-0-12-802881-0.


  27. G. Da Costa, T. Fahringer, J. Rico-Gallego, I. Grasso, A. Hristov, H. Karatza, A. Lastovetsky, F. Marozzo, D. Petcu, G. Stavrinides, D. Talia, P. Trunfio, H. Astsatryan, "Exascale machines require new programming paradigms and runtimes". Supercomputing Frontiers and Innovations, vol. 2, n. 2, pp. 6--27, September 2015.


  28. F. Rodrigo Duro, F. Marozzo, J. Garcia Blas, J. Carretero, D. Talia, P. Trunfio, "Evaluating data caching techniques in DMCF workflows using Hercules". Proc. of the Second International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2015), Krakow, Poland, pp. 69-76, September 2015. Note: ISBN: 978-84-608-2581-4.


  29. E. Cesario, C. Congedo, F. Marozzo, G. Riotta, A. Spada, D. Talia, P. Trunfio, C. Turri, "Following Soccer Fans from Geotagged Tweets at FIFA World Cup 2014". Proc. of the 2nd IEEE Conference on Spatial Data Mining and Geographical Knowledge Services, Fuzhou, China, pp. 33--38, July 2015. Note: ISBN 978-1-4799-7748-2.


  30. L. Belcastro, F. Marozzo, D. Talia, P. Trunfio, "Programming Visual and Script-based Big Data Analytics Workflows on Clouds". Post-Proc. of the High Performance Computing Workshop 2014, Cetraro, Italy, Advances in Parallel Computing, vol. 26, pp. 18--31, IOS Press, 2015. Note: ISBN: 978-1-61499-582-1.


  31. 2014

  32. F. Marozzo, D. Talia, P. Trunfio, "A Workflow-oriented Language for Scalable Data Analytics". Proc. of the First International Workshop on Sustainable Ultrascale Computing Systems (NESUS 2014), Porto, Portugal, pp. 7--12, August 2014. Note: ISBN 978-84-617-2251-8.


  33. F. Lordan, E. Tejedor, J. Ejarque, R. Rafanell, J. Álvarez, F. Marozzo, D. Lezzi, R. Sirvent, D. Talia, R. Badia, "ServiceSs: An Interoperable Programming Framework for the Cloud". Journal of Grid Computing, vol. 12, n. 1, pp. 67-91, 2014.


  34. A. Altomare, E. Cesario, C. Comito, F. Marozzo, D. Talia, "Trajectory Pattern Mining over a Cloud-based Framework for Urban Computing". Proc. of the 16th International Conference on High Performance Computing and Communications (HPCC 2014), Paris, France, pp. 367-374, IEEE, 2014.


  35. 2013

  36. F. Marozzo, D. Talia, P. Trunfio, "Scalable Script-based Data Analysis Workflows on Clouds". Proc. of the 8th Workshop on Workflows in Support of Large-Scale Science (WORKS 2013), Denver, CO, USA, pp. 124--133, ACM Press, November 2013. Note: ISBN 978-1-4503-2502-8.


  37. G. Agapito, M. Cannataro, P. Guzzi, F. Marozzo, D. Talia, P. Trunfio, "Cloud4SNP: Distributed Analysis of SNP Microarray Data on the Cloud". Proc. of the ACM Conference on Bioinformatics, Computational Biology and Biomedical Informatics 2013 (ACM BCB 2013), Washington, DC, USA, pp. 468, ACM Press, September 2013. Note: ISBN 978-1-4503-2434-2.


  38. F. Marozzo, D. Talia, P. Trunfio, "A Cloud Framework for Big Data Analytics Workflows on Azure". Post-Proc. of the High Performance Computing Workshop 2012, Cetraro, Italy, Advances in Parallel Computing, vol. 23, pp. 182--191, IOS Press, 2013. Note: ISBN 978-1-61499-321-6.


  39. A. Altomare, E. Cesario, C. Comito, F. Marozzo, D. Talia, "Using Clouds for Smart City Applications". Proc. of the 5th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2013), Bristol, UK, pp. 234-237, IEEE, 2013.


  40. 2012

  41. F. Marozzo, D. Talia, P. Trunfio, "P2P-MapReduce: Parallel data processing in dynamic Cloud environments". Journal of Computer and System Sciences, vol. 78, n. 5, pp. 1382--1402, Elsevier Science, September 2012.


  42. F. Marozzo, F. Lordan, R. Rafanell, D. Lezzi, D. Talia, R. Badia, "Enabling cloud interoperability with COMPSs". Proc. of the 18th International European Conference on Parallel and Distributed (Europar 2012), Rhodes Island, Greece, vol. 7484, pp. 16-27, Lecture Notes in Computer Science, August 2012. Note: ISBN 978-3-642-32819-0.


  43. F. Marozzo, D. Talia, P. Trunfio, "Using Clouds for Scalable Knowledge Discovery Applications". Euro-Par Workshops, Rhodes Island, Greece, Lecture Notes in Computer Science, vol. 7640, pp. 220-227, August 2012. Note: ISBN: 978-3-642-36949-0.


  44. F. Marozzo, F. Lordan, R. Rafanell, D. Lezzi, D. Talia, R. Badia, "Enabling cloud interoperability with COMPSs". Cloud Futures 2012, Berkeley, United States, May 2012. Note: Abstract.


  45. F. Marozzo, D. Talia, P. Trunfio, "Large-Scale Data Analysis on Cloud Systems". ERCIM News, n. 89, pp. 26--27, April 2012.


  46. 2011

  47. F. Marozzo, D. Talia, P. Trunfio, "A Cloud Framework for Parameter Sweeping Data Mining Applications". Proc. of the 3rd IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2011), Athens, Greece, pp. 367--374, IEEE Computer Society Press, December 2011. Note: ISBN 978-0-7695-4622-3.


  48. F. Marozzo, D. Talia, P. Trunfio, "A Framework for Managing MapReduce Applications in Dynamic Distributed Environments". Proc. of the 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP 2011), Ayia Napa, Cyprus, pp. 149--158, IEEE Computer Society Press, February 2011. Note: ISBN 978-0-7695-4328-4.


  49. 2010

  50. F. Marozzo, D. Talia, P. Trunfio, "Enabling Reliable MapReduce Applications in Dynamic Cloud Infrastructures". ERCIM News, n. 83, pp. 44-45, October 2010.


  51. F. Marozzo, D. Talia, P. Trunfio, "A Peer-to-Peer Framework for Supporting MapReduce Applications in Dynamic Cloud Environments". In: Cloud Computing: Principles, Systems and Applications, N. Antonopoulos, L. Gillam (Editors), Springer, chapt. 7, pp. 113--125, 2010. Note: ISBN 978-1-84996-240-7.


  52. 2008

  53. F. Marozzo, D. Talia, P. Trunfio, "Adapting MapReduce for Dynamic Environments Using a Peer-to-Peer Model". Proc. of the First Workshop on Cloud Computing and its Applications (CCA 2008), Chicago, USA, October 2008.