Salvatore Orlando

Associate Professor
E-mail: o r l a n d o @ d s i . u n i v e . i t
URL: http://www.dsi.unive.it/~orlando

 

Citations

Google Scholar (h-index=21)

Selected Publications

Edited Books/Journals:

  1. J. Dongarra, D. Laforenza, S. Orlando (Eds.). Recent Advances in Parallel Virtual Machine and Message Passing Interface: 10th European PVM/MPI Users' Group Meeting, Venice, Italy, September 29 - October 2, 2003. Proceedings. LNCS 2840, Springer-Verlag.
  2. S. Orlando, D. Laforenza. Selected Papers from the EUROPVM/MPI 2003 Conference, Venice, Italy, 29 September-2 October 2003. International Journal of High Performance Computing Applications, Spring 2005, Volume 19, No. 1, Sage Publications.

ISI Journal Papers:

  1. "A Methodology for the Development and the Support of Massively Parallel Programs", Future Generation Computer Systems, vol. 8, pp. 205-220, 1992 (with M. Danelutto, R. Di Meglio, S. Pelagatti, M. Vanneschi), also published as selected paper in Programming Languages for Parallel Processing, D.B.Skillicorn and D.Talia Ed., IEEE Computer Society Press, 1995.
    [Impact factor: 1.476 (2008) 1.377 (last 5 years)]
  2. "P3L: a Structured High-level Parallel Language and its Structured Support", Concurrency: Practice and Experience, 7(3), May 1995, pp. 225-255 (with B. Bacci, M. Danelutto, S. Pelagatti, M. Vanneschi).
    [Impact factor: 1.791 (2008) 1.5150 (last 5 years)]
  3. "A Comparison of Implementation Strategies for Non-Uniform Data-Parallel Computations", Journal of Parallel and Distributed Computing , vol. 52, n. 2, August 1998, pp. 132-149 (with R.Perego).
    [Impact factor: 1.168 (2008) 1.263 (last 5 years)]
  4. "SUPPLE: an Efficient Run-Time Support for Non-Uniform Parallel Loops", Journal of Systems Architecture, Special Issue on New Trends in Programming and Execution Models for Parallel Architectures, Heterogeneously Distributed Systems and Mobile Computing, Elsevier Science publisher, (45)15 (1999) pp. 1323-1343 (with R.Perego).
    [Impact factor: 0.984 (2008) 0.906 (last 5 years)]
  5. "COLTHPF, a Run--Time Support for the High-Level Co-ordination of HPF Tasks" , Concurrency: Practice and Experience, Volume 11, Issue 8, 1999. Pages: 407-434 (with R. Perego).
    [Impact factor: 1.791 (2008) 1.5150 (last 5 years)]
  6. "Exploiting Partial Replication in Unbalanced Parallel Loop Scheduling on Multicomputers", Microprocessing and Microprogramming Journal , Special issue on Parallel Systems Engineering, Elsevier Science publisher, pp. 645-658, 41(1996) (with R.Perego).
    [Since 1997 continued as "Journal of Systems Architecture". Impact factor: 0.984 (2008) 0.906 (last 5 years)]
  7. "Mixed Data and Task Parallelism with HPF and PVM" , CLUSTER COMPUTING: The Journal of Networks, Software and Applications , Kluwer, Vol. 3, No. 3 September 2000, pp. 201-213 (with P. Palmerini and R. Perego).
    [Impact factor: 0.591 (2008)]
  8. "Fast and Memory Efficient Mining of Frequent Closed Itemsets", IEEE Transactions on Knowledge and Data Engineering, January 2006 (Vol. 18, No. 1), pp. 21-36 (with C. Lucchese, R. Perego).
    [Impact factor: 2.236 (2008) 3.585 (last 5-years)]
  9. "Toward a Search Architecture for Software Components". Concurrency & Computation: Practice & Experience, Vol. 18, pp. 1317-1331, Wiley, 2006 (with F. Silvestri, D. Puppin, D. Laforenza)
    [Impact factor: 1.791 (2008) 1.5150 (last 5 years)]
  10. "Boosting the Performance of Web Search Engines: Caching and Prefetching Query Results by Exploiting Historical Usage Data". ACM TOIS - Transactions on Information Systems, vol. 24, Jan 2006, pp/ 51-78 (with F. Silvestri, T.Fagni, R. Perego).
    [Impact factor: 1.472 (2008) 6.306 (last 5-years)]
  11. "Approximate Mining of Frequent Patterns on Streams". Journal of Intelligent Data Analysis, Volume 11, Number 1, pp.49-73, 2007, IOS Press, ISSN 1088-467X (with C. Silvestri).
    [Impact factor: 0.426 (2008)]
  12. "P2P Systems for Resource Discovery in a Dynamic Grid". Parallel Computing J., 33 (2007), 339-358, Elsevier Science (with M. Marzolla, M. Mordacchini).
    [Impact factor: 1.309 (2008) 1.471 (last 5 years)]
  13. "A Constraint-based Querying System for Exploratory Pattern Discovery". Information Systems, Elsevier, Volume 34, Issue 1, March 2009, pages: 3-27 (with F. Bonchi, F. Giannotti, C. Lucchese, R. Perego, R. Trasarti).
    [Impact factor: 1.660 (2008) 2.261 (last 5 years)]
  14. "Mining@home: Towards a Public Resource Computing Framework for Distributed Data Mining". Concurrency & Computation: Practice & Experience, Wiley, Volume 22 Issue 5, 2010, Pages 658-682 (with C. Lucchese, C. Mastroianni, D. Talia).
    [Impact factor: 1.791 (2008) 1.5150 (last 5 years)]
  15. "Similarity Caching in Large-Scale Image Retrieval". Information Processing & Management, ISSN: 0306-4573, Elsevier, to appear, 2011. (F. Falchi, Lucchese, R. Perego, F. Rabitti).
    [Impact Factor: 1.783]

Papers in Proceedings of International Conferences

  1. Strategies for a Massively Parallel Implementation of Simulated Annealing", in Proceedings of Int. Conf. PARLE '89, Eindhoven, The Netherlands, LNCS 366, Spinger-Verlag, pp. 273-287 (with F.Baiardi).
    [Acceptance rate: 30%]
  2. "A template for non-uniform parallel loops based on dynamic scheduling and prefetching techniques", in Proc. of the 1996 ACM Int. Conf. on Supercomputing, May 1996, Philadelphia-PA, pp. 117-124 (with R. Perego).
    [Acceptance rate: 43%]
  3. "Scheduling Data-Parallel Computations on Heterogeneous and Time-Shared Environments.", in Proc. of EUROPAR'98, Southampton, UK, LNCS 1470 - Springer-Verlag - Pag. 356-366, September 1998 (with R. Perego).
    [Acceptance rate: 29%]
  4. "Implementation issues in the design of I/O intensive data mining applications on clusters of workstations.", Proceedings of IPDPS-2000 - Workshop on High Perf. Data Mining, Cancun, Mexico, May 1-5, 2000, LNCS - Springer Verlag (with R. Baraglia, D. Laforenza, P. Palmerini, R. Perego).
  5. "Enhancing the Apriori Algorithm for Frequent Set Counting". Proceedings of 3rd International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2001) , September 5-7, 2001, Munich, Germany, Lecture Notes in Computer Science, Springer, 2001.
    [Acceptance rate: 37%]
  6. "Design of a Parallel and Distributed Web Search Engine". The 2001 Parallel Computing Conference (ParCo 2001), 4 - 7 September 2001, Naples, Italy. Imperial College Press, Pag. 197-204. (with R. Perego, F. Silvestri).
  7. "An Efficient Parallel and Distributed Algorithm for Counting Frequent Sets". Proceedings of Int. Conf. VECPAR 2002, LNCS 2565, pp 421-435, 2003, Springer (SELECTED PAPER of the Conference). (with P. Palmerini, R. Perego, F. Silvestri).
  8. "Scheduling High Performance Data Mining Tasks on a Data Grid Environment". Proceedings of Int. Conf. Euro-Par 2002, 27-30 August 2002, Paderborn, Germany, LNCS 2400 - Springer-Verlag - Pag. 375-384. (with P. Palmerini, R. Perego, F. Silvestri).
    [Acceptance rate: 25%]
  9. "Adaptive and Resource-Aware Mining of Frequent Sets". Proceedings of the 2002 IEEE Int. Conf. on Data Mining (ICDM 2002), Maebashi City, Japan, December 9 - 12, 2002. (with P. Palmerini, R. Perego, F. Silvestri).
    [Acceptance rate: 19.5%]
  10. "kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets". Proceedings of the Workshop on Frequent Itemset Mining Implementations (FIMI'03), in conjunction with ICDM'03. 19 November 2003, Melbourne, Florida, USA (with C. Lucchese, P. Palmerini, R. Perego, F. Silvestri).
  11. "Statistical Properties of Transactional Databases". Proceedings of the 2004 ACM Symposium on Applied Computing, SAC 2004, special track on Data Mining, March 14-17, 2004, Nicosia, Cyprus (with Palmerini, R. Perego).
    [Acceptance rate: 36%]
  12. "A new algorithm for gap constrained sequence mining". Proceedings of the 2004 ACM Symposium on Applied Computing, SAC 2004, special track on Data Mining, March 14-17, 2004, Nicosia, Cyprus (with C. Silvestri, R. Perego).
    [Acceptance rate: 36%]
  13. "Assigning Identifiers to Documents to Enhance the Clustering Property of Fulltext Indexes". Proc. of the 27th Int. ACM SIGIR Conference, 2004 (with F. Silvestri, R. Perego).
    [Acceptance rate: 21%]
  14. "Distributed Approximate Mining of Frequent Patterns ". Proceedings of the 2005 ACM Symposium on Applied Computing, SAC 2005, special track on Data Mining (with C. Silvestri).
    [Acceptance rate: 36%]
  15. "A Privacy Preserving Web Recommender System". In Proceedings of The 21th Annual ACM Symposium on Applied Computing (SAC '06), pp. 559-563, 2006. (with R. Baraglia, C. Lucchese, M. Serranò, F. Silvestri).
    [Acceptance rate: 32%]
  16. "CONQUEST: a Constraint-based Querying System for Exploratory Pattern Discovery". ICDE 2006, Demo paper, pp. 159. (with F. Bonchi, F. Giannotti, C. Lucchese, R. Perego, R. Trasarti).
  17. "Mining frequent closed itemsets out of core". In Proc. of the SIAM Conference on Data Mining (SDM '06), pp. 417-427, 2006 (with C. Lucchese, R. Perego).
    [acceptance rate: 16%]
  18. "Improving the Performance of XML Based Technologies by Caching and Reusing Information". IEEE International Conference on Web Services (ICWS 2006), pp. 689 - 700 (with G. Maron, F. Lelli).
    [acceptance rate: 17%]
  19. "Mining Query Logs to Optimize Index Partitioning in Parallel Web Search Enginesi". Proc. of 2nd Int. Conf. on Scalable Information Systems (INFOSCALE'07), 2007 (with C. Lucchese, R. Perego, F.Silvestri).
    [Acceptance rate: 16%]
  20. "Spatio-Temporal Aggregations in Trajectory Data Warehouses", 9th International Conference on Data Warehousing and Knowledge Discovery (DaWaK '07), LNCS 4654, Springer, 2007, pp. 66-77 (with R. Orsini, A. Raffaetà, A. Roncato, C. Silvestri) .
    [Acceptance rate: 29%]
  21. "Parallel Mining of Frequent Closed Patterns: Harnessing Modern Computer Architectures", In Proc. of the IEEE Int.l Conf. on Data Mining 2007 (ICDM 07). pages 242-251. (with C. Lucchese, R. Perego).
    [Acceptance rate: 7.5%]
  22. "Client Side Estimation of a Remote Service Execution". 15th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2007), October 24-26, 2007, Istanbul, Turkey. (with F. Lelli, G. Maron).
  23. "Processing Complex Similarity Queries in Peer-to-Peer Networks". Proceedings of the 2008 ACM Symposium on Applied Computing (SAC'2008) - Track on "Engineering Large-Scale Distributed Systems", pages 473-478 (with C. Gennaro, M. Mordacchini, F. Rabitti)
    [Acceptance rate: 29%]
  24. "(Query) History Teaches Everything, Including the Future". Paper invited to LA-Web 2008, pp. 12-22, IEEE CS press, October 28th-30th, Vila Velha, Espírito Santo, Brazil, 2008 (with F.Silvestri, R. Baraglia, C. Lucchese, R. Perego).
  25. "Frequent Spatio-Temporal Patterns in Trajectory Data Warehouses". In Proc. of the 2009 ACM Symposium on Applied Computing (SAC '09), special track on Data Mining, pages 1433-1440, 2009 (with L. Leonardi, A. Raffaetà, A. Roncato, C. Silvestri).
    [Acceptance rate: 29.2%]
  26. "Caching Content-based Queries for Robust and Efficient Image Retrieval". Proc. of 12th Int.l Conf. on Extending Database Technologies (EDBT 2009), pages 780-790, 2009, ACM (with F. Falchi, C. Lucchese, R. Perego, F. Rabitti)
    [Acceptance rate: 32%]
  27. "T-Warehouse: Visual OLAP Analysis on Trajectory Data". Proc. of ACM ICDE 2010, Demo paper (with L. Leonardi, G. Marketos, E. Frentzos, N. Giatrakos, N. Pelekis, A. Raffaetà, A. Roncato, C. Silvestri. Y. Theodoridis)
  28. "Mining Top-K Patterns from Binary Datasets in presence of Noise", In Proc. of the 10th SIAM Int.l Conf. on Data Mining (SDM'10), April 2010 (with C. Lucchese, R. Perego)
    [Acceptance rate: 23.36%]
  29. "Identifying Task-based Sessions in Search Engine Query Logs". Forth ACM Int.l Conference on Web Search and Data Mining (WSDM 2011), Hong Kong, February 9-12, 2011 (with C. Lucchese, R. Perego, F. Silvestri, G. Tolomei).
  30. "Caching query-biased snippets for efficient retrieval". Proc. of 14th Int.l Conf. on Extending Database Technologies (EDBT 2011), , Upsala. Sweden, March 22-24, 2011 (D. Ceccarelli, C. Lucchese, R. Perego, F. Silvestri).