Contributi in Atti di Convegno

  1. E. Russo, M. Palesi, G. Ascia, D, Patti, S. Monteleone,  V. Catania. Memory-Aware DNN Algorithm-Hardware Mapping via Integer Linear Programming. In 20th ACM International Conference on Computing Frontiers 2023, CF 2023, May 9–11, 2023, Bologna, Italy.
    DOI: 10.1145/3587135.3592206
  2. E. Russo, M. Palesi, D, Patti, H. Lahdhiri, S. Monteleone, G. Ascia, V. Catania. Combined Application of Approximate Computing Techniques in DNN Hardware Accelerators. In 2022 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2022, May 20–June 03, 2022, Lyon, France. Held virtually during the week of the conference. IEEE 2022.
    DOI: 10.1109/IPDPSW55747.2022.00013
  3. E. Russo, M. Palesi, S. Monteleone, D. Patti, H. Lahdhiri, G. Ascia, V. Catania. Exploiting the Approximate Computing Paradigm with DNN Hardware Accelerators. In 11th Mediterranean Conference on Embedded Computing, MECO 2022, June 07-11, 2022, Budva, Montenegro. Held virtually during the week of the conference, pp. 1–4. IEEE 2022.
    DOI: 10.1109/MECO55406.2022.9797095
  4. E. Russo, M. Palesi, S. Monteleone, D. Patti, G. Ascia, V. Catania. MEDEA: a multi-objective evolutionary approach to DNN hardware mapping. 2022 Design, Automation & Test in Europe Conference & Exhibition, DATE 2022, March 14-23, 2022, Antwerp, Belgium. pp 226–231. IEEE 2022
    DOI: 10.23919/DATE54114.2022.9774747
  5. G. Canzonieri, S. Monteleone, M. Palesi, E. Russo, D. Patti. Analyzing the Impact of DNN Hardware Accelerators-Oriented Compression Techniques on General-Purpose Low-End Boards.  In 18th International Conference on Mobile Web and Intelligent Information Systems, MobiWis 2022, August 22-24, 2022, Rome, Italy. Part of the Lecture Notes in Computer Science book series (LNCS, volume 13475), pp. 143–155. Springer, Cham 2022.
    DOI: 10.1007/978-3-031-14391-5_11
  6. E. Russo, M. Palesi, S. Monteleone, D. Patti, G. Ascia, V. Catania. LAMBDA: An Open Framework for Deep Neural Network Accelerators Simulation. In 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021, March 22-26, 2021. Held virtually during the week of the conference, pp. 161–166. IEEE 2021.
    DOI: 10.1109/PerComWorkshops51409.2021.9431078
  7. G. Ascia, V. Catania, A. Mineo, S. Monteleone, M. Palesi, D. Patti. Improving Inference Latency and Energy of DNNs through Wireless Enabled Multi-Chip-Module-based Architectures and Model Parameters Compression. In 14th IEEE/ACM International Symposium on Networks-on-Chip, NOCS 2020, September 24-25, 2020. Held virtually during the week of the conference.
    DOI: 10.1109/NOCS50636.2020.9241714
  8. H. Lahdhiri, M. Palesi, S. Monteleone, D. Patti, G. Ascia, J. Lorandel, E. Bourdel, and V. Catania. DNNZip: Selective Layers Compression Technique in Deep Neural Network Accelerators. In Euromicro Conference on Digital System Design, Euromicro DSD 2020, August 26-28, 2020, Portorož, Slovenia. Held virtually during the week of the conference.
    DOI: 10.1109/DSD51259.2020.00088
  9. J. Lorandel, H. Lahdhiri, E. Bourdel, S. Monteleone, and M. Palesi. Efficient Compression Technique for NoC-based Deep Neural Network Accelerators. In Euromicro Conference on Digital System Design, Euromicro DSD 2020, August 26-28, 2020, Portorož, Slovenia. Held virtually during the week of the conference.
    DOI: 10.1109/DSD51259.2020.00037
  10. G. Ascia, V. Catania, J. Jose, S. Monteleone, M. Palesi, and D. Patti. Improving Inference Latency and Energy of Network-on-Chip based Convolutional Neural Networks through Weights Compression. In Heterogeneity in Computing Workshop held in conjunction with the 34th IEEE International Parallel & Distributed Processing Symposium, IPDPS 2020, May 18-22, 2020, New Orleans, Louisiana, USA. Held virtually during the week of the conference.
    DOI: 10.1109/IPDPSW50202.2020.00017
  11. S. Mnejja, Y. Aydi, M. Abid, S. Monteleone, M. Palesi, D. Patti. Implementing On-Chip Wireless Communication in Multi-stage Interconnection NoCs. In Proceedings of the 34th International Conference on Advanced Information Networking and Applications, AINA 2020, April 15-17, 2020, Caserta, Italy, pp. 533–546. Springer, Cham 2020.
    DOI: 10.1007/978-3-030-44041-1_48
  12. G. Ascia, V. Catania, S. Monteleone, M. Palesi, D. Patti and J. Jose. Networks-on-Chip based Deep Neural Networks Accelerators for IoT Edge Devices. In Proceedings of the 6th International Conference on Internet of Things: Systems, Management and Security, IOTSMS 2019, October 22-25, 2019, Granada, Spain, pp. 227–234. IEEE 2019.
    DOI: 10.1109/IOTSMS48152.2019.8939236
  13. G. Ascia, V. Catania, S. Monteleone, M. Palesi, D. Patti and J. Jose. Analyzing networks-on-chip based deep neural networks. In Proceedings of the 13th IEEE/ACM International Symposium on Networks-on-Chip, NOCS 2019, October 17-18, 2019, New York, USA. DOI: 10.1145/3313231.3352375,
  14. G. Ascia, V. Catania, S. Monteleone, M. Palesi, D. Patti and J. Jose. Approximate Wireless Networks-on-Chip. In 33rd Conference on Design of Circuits and Integrated Systems, DCIS 2018, November 14-16, 2018, Lyon, France, 2018.
    DOI: 10.1109/DCIS.2018.8681491
  15. G. Ascia, V. Catania, S. Monteleone, M. Palesi, D. Patti and J. Jose. Improving energy consumption of NoC based architectures through approximate communication. In 7th Mediterranean Conference on Embedded Computing, MECO 2018, June 10-14, 2018, Budva, Montenegro, pp. 1–4. IEEE, 2018.
    DOI: 10.1109/MECO.2018.8406045
  16. V. Catania, S. Monteleone, M. Palesi, and D. Patti. Packetization of Shared-Memory Traces for Message Passing Oriented NoC Simulation. In: Yokota R., Weiland M., Keyes D., Trinitis C. (eds) High Performance Computing. ISC High Performance 2018. Lecture Notes in Computer Science, vol 10876. Springer, Cham, 2018.
    DOI: 10.1007/978-3- 319-92040-5_16
  17. S. M. Biondi, V. Catania, S. Monteleone, M. Palesi, and D. Patti. smARTWorks: A multi-sided context-aware platform for the smart museum. In Proceedings of the 8th International Joint Conference on Pervasive and Embedded Computing and Communication Systems – Volume 1: PECCS 2018, July 29-30, 2018, Porto, Portugal, pp. 103–109.
    DOI: 10.5220/0006907302410247
  18. S. M. Biondi, V. Catania, S. Monteleone, and C. Polito. Bus as a sensor: A mobile sensor nodes network for the air quality monitoring. In Wireless and Mobile Computing, Networking and Communications (WiMob), pp. 272–277. IEEE, 2017.
    DOI: 10.1109/WiMOB.2017.8115828
  19. S. M. Biondi, S. Monteleone, G. La Torre, and V. Catania. A context-aware smart parking system. In Signal-Image Technology & Internet-Based Systems (SITIS), 2016 12th International Conference on, pp. 450–454. IEEE, 2016.
    DOI: 10.1109/SITIS.2016.76
  20. G. La Torre, S. Monteleone, M. Cavallo, V. D’Amico, and V. Catania. A Context-Aware Solution to Improve Web Service Discovery and User-Service Interaction. In Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), 2016 Intl IEEE Conferences, pp. 180–187. IEEE, 2016.
    DOI: 10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.0047
  21. G. Ascia, V. Catania, R. Di Natale, A. Fornaia, M. Mongiovì, S. Monteleone, G. Pappalardo, and E. Tramontana. Making android apps data-leak-safe by data flow analysis and code injection. In 2016 IEEE 25th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), pp. 205–210. IEEE, 2016. DOI: 10.1109/WETICE.2016.53
  22. V. Catania, A. Mineo, S. Monteleone, M. Palesi, and D. Patti. Energy efficient transceiver in wireless Network on Chip architectures. In 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE), pp. 1321–1326. IEEE, 2016.
    DOI: 10.3850/9783981537079_0736
  23. V. Catania, A. Mineo, S. Monteleone, M. Palesi, and D. Patti. Improving the energy efficiency of wireless Network on Chip architectures through online selective buffers and receivers shutdown. In 2016 13th IEEE Annual Consumer Communications & Networking Conference (CCNC), pp. 668–673. IEEE, 2016.
    DOI: 10.1109/CCNC.2016.7444860
  24. V. Catania, G. La Torre, S. Monteleone, D. Panno, and D. Patti. User-Generated Services: Policy management and access control in a cross-domain environment. In 2015 International Wireless Communications and Mobile Computing Conference (IWCMC), pp. 668–673. IEEE, 2015.
    DOI: 10.1109/IWCMC.2015.7289163
  25. V. Catania, A. Mineo, S. Monteleone, M. Palesi, and D. Patti. Noxim: An open, extensible and cycle-accurate Network on Chip simulator. In 2015 IEEE 26th International Conference on Application-specific Systems, Architectures and Processors (ASAP), pp. 162–163. IEEE, 2015.
    DOI: 10.1109/ASAP.2015.7245728
  26. D. Ventura, S. Monteleone, G. La Torre, G. C. La Delfa, and V. Catania. Smart EDIFICE – Smart EveryDay interoperating future devICEs. In Collaboration Technologies and Systems (CTS), 2015 International Conference on, pp. 19–26. IEEE, 2015.
    DOI: 10.1109/CTS.2015.7210390
  27. G. C. La Delfa, V. Catania, S. Monteleone, J. F. De Paz, and J. Bajo. Computer Vision Based Indoor Navigation: A Visual Markers Evaluation. In Ambient Intelligence-Software and Applications, pp. 165–173. Springer International Publishing, 2015.
    DOI: 10.1007/978-3-319-19695-4_17
  28. D. Patti, A. Mineo, S. Monteleone, and V. Catania. Topology Discovery in Deadlock Free Self-assembled DNA Networks. In Modern Trends and Techniques in Computer Science, pp. 301–311. Springer International Publishing, 2014.
    DOI: 10.1007/978-3-319-06740-7_25
  29. V. Catania, A. Mineo, S. Monteleone, and D. Patti. A low-resource and scalable strategy for segment partitioning of many-core nano networks. In Proceedings of International Workshop on Manycore Embedded Systems, p. 17. ACM, 2014.
    DOI: 10.1145/2613908.2613915
  30. V. Catania, A. Mineo, S. Monteleone, and D. Patti. A first effort for a distributed segment-based approach on self-assembled nano networks. In Proceedings of the Sixth International Workshop on Network on Chip Architectures, pp. 59–64. ACM, 2013.
    DOI: 10.1145/2536522.2536532
  31. V. Arena, V. Catania, G. La Torre, S. Monteleone, and F. Ricciato. SecureDroid: An Android Security Framework Extension for Context-Aware Policy Enforcement. In Privacy and Security in Mobile Systems (PRISMS), 2013 International Conference on. IEEE, 2013.
    DOI: 10.1109/PRISMS.2013.6927185
  32. V. Catania, G. La Torre, S. Monteleone, D. Patti, S. Vercelli, and F. Ricciato. A novel approach to Web of Things: M2M and enhanced Javascript technologies. In Green Computing and Communications (GreenCom), 2012 IEEE International Conference on, pp. 726–730. IEEE, 2012.
    DOI: 10.1109/GreenCom.2012.119
  33. J. Lyle, S. Monteleone, S. Faily, D. Patti, and F. Ricciato. Cross-platform access control for mobile web applications. In Policies for Distributed Systems and Networks (POLICY), 2012 IEEE International Symposium on, pp. 37–44. IEEE, 2012.
    DOI: 10.1109/POLICY.2012.9
  34. S. Cavalieri, G. Cutuli, and S. Monteleone. Evaluating impact of security on OPC UA performance. In Human System Interactions (HSI), 2010 3rd Conference on, pp. 687–694. IEEE, 2010.
    DOI: 10.1109/HSI.2010.5514495