Davide Patti

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 37

Top Topics

Energy Efficient

Routing Algorithm

Design Space Exploration

Top Venues

IPDPS Workshops

ACM J. Emerg. Technol. Comput. Syst.

Publications

Francesco Giulio Blanco, Enrico Russo, Maurizio Palesi, Davide Patti, Giuseppe Ascia, Vincenzo Catania
Deep Reinforcement Learning based Online Scheduling Policy for Deep Neural Network Multi-Tenant Multi-Accelerator Systems. CoRR (2024)
Enrico Russo, Francesco Giulio Blanco, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Vincenzo Catania
Towards Fair and Firm Real-Time Scheduling in DNN Multi-Tenant Multi-Accelerator Systems via Reinforcement Learning. ISCAS (2024)
Enrico Russo, Francesco Giulio Blanco, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Vincenzo Catania
Towards Fair and Firm Real-Time Scheduling in DNN Multi-Tenant Multi-Accelerator Systems via Reinforcement Learning. CoRR (2024)
Enrico Russo, Maurizio Palesi, Davide Patti, Giuseppe Ascia, Vincenzo Catania
Attention-Based Deep Reinforcement Learning for Qubit Allocation in Modular Quantum Architectures. CoRR (2024)
Marco Finocchiaro, Salvatore Monteleone, Enrico Russo, Maurizio Palesi, Davide Patti
Lessons Learned on the Design of Cost-Effective and Highly Compatible Smart Gloves. MECO (2024)
Enrico Russo, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Salvatore Monteleone, Vincenzo Catania
Memory-Aware DNN Algorithm-Hardware Mapping via Integer Linear Programming. CF (2023)
Enrico Russo, Maurizio Palesi, Davide Patti, Salvatore Monteleone, Giuseppe Ascia, Vincenzo Catania
Multiobjective End-to-End Design Space Exploration of Parameterized DNN Accelerators. IEEE Internet Things J. 10 (2) (2023)
Hamaad Rafique, Davide Patti, Maurizio Palesi, Vincenzo Catania
m-BMC: Exploration of Magnetic Field Measurements for Indoor Positioning Using mini-Batch Magnetometer Calibration. MOST (2023)
Cristina Silvano, Daniele Ielmini, Fabrizio Ferrandi, Leandro Fiorin, Serena Curzel, Luca Benini, Francesco Conti, Angelo Garofalo, Cristian Zambelli, Enrico Calore, Sebastiano Fabio Schifano, Maurizio Palesi, Giuseppe Ascia, Davide Patti, Stefania Perri, Nicola Petra, Davide De Caro, Luciano Lavagno, Teodoro Urso, Valeria Cardellini, Gian Carlo Cardarilli, Robert Birke
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms. CoRR (2023)
Manuela La Rosa, Giovanni Sicurella, Salvatore D'Angelo, Davide Patti, Donata Nicolosi
Switching control to enhance performance in smart protections. ISIE (2023)
Enrico Russo, Maurizio Palesi, Salvatore Monteleone, Davide Patti, Andrea Mineo, Giuseppe Ascia, Vincenzo Catania
DNN Model Compression for IoT Domain-Specific Hardware Accelerators. IEEE Internet Things J. 9 (9) (2022)
Enrico Russo, Maurizio Palesi, Salvatore Monteleone, Davide Patti, Habiba Lahdhiri, Giuseppe Ascia, Vincenzo Catania
Exploiting the Approximate Computing Paradigm with DNN Hardware Accelerators. MECO (2022)
Enrico Russo, Maurizio Palesi, Davide Patti, Habiba Lahdhiri, Salvatore Monteleone, Giuseppe Ascia, Vincenzo Catania
Combined Application of Approximate Computing Techniques in DNN Hardware Accelerators. IPDPS Workshops (2022)
Giuliano Canzonieri, Salvatore Monteleone, Maurizio Palesi, Enrico Russo, Davide Patti
Analyzing the Impact of DNN Hardware Accelerators-Oriented Compression Techniques on General-Purpose Low-End Boards. MobiWIS (2022)
Enrico Russo, Maurizio Palesi, Salvatore Monteleone, Davide Patti, Giuseppe Ascia, Vincenzo Catania
MEDEA: A Multi-objective Evolutionary Approach to DNN Hardware Mapping. DATE (2022)
Enrico Russo, Maurizio Palesi, Salvatore Monteleone, Davide Patti, Giuseppe Ascia, Vincenzo Catania
LAMBDA: An Open Framework for Deep Neural Network Accelerators Simulation. PerCom Workshops (2021)
Giuseppe Ascia, Vincenzo Catania, Andrea Mineo, Salvatore Monteleone, Maurizio Palesi, Davide Patti
Improving Inference Latency and Energy of DNNs through Wireless Enabled Multi-Chip-Module-based Architectures and Model Parameters Compression. NOCS (2020)
Andrea Mineo, Maurizio Palesi, Davide Patti, Vincenzo Catania
Cloud-Based Energy Efficient Scheme for Sigfox Monarch as Asset Tracking Service. COINS (2020)
Giuseppe Ascia, Vincenzo Catania, John Jose, Salvatore Monteleone, Maurizio Palesi, Davide Patti
Improving Inference Latency and Energy of Network-on-Chip based Convolutional Neural Networks through Weights Compression. IPDPS Workshops (2020)
Giuseppe Ascia, Vincenzo Catania, Salvatore Monteleone, Maurizio Palesi, Davide Patti, John Jose, Valerio Mario Salerno
Exploiting Data Resilience in Wireless Network-on-chip Architectures. ACM J. Emerg. Technol. Comput. Syst. 16 (2) (2020)
Habiba Lahdhiri, Maurizio Palesi, Salvatore Monteleone, Davide Patti, Giuseppe Ascia, Jordane Lorandel, Emmanuelle Bourdel, Vincenzo Catania
DNNZip: Selective Layers Compression Technique in Deep Neural Network Accelerators. DSD (2020)
Vincenzo Catania, Salvatore Monteleone, Maurizio Palesi, Davide Patti
Impact of Users' Beliefs in Text-Based Linguistic Interaction. IEEE Access 8 (2020)
Sirine Mnejja, Yassine Aydi, Mohamed Abid, Salvatore Monteleone, Maurizio Palesi, Davide Patti
Implementing On-Chip Wireless Communication in Multi-stage Interconnection NoCs. AINA (2020)
Giuseppe Ascia, Vincenzo Catania, Salvatore Monteleone, Maurizio Palesi, Davide Patti, John Jose
Analyzing networks-on-chip based deep neural networks. NOCS (2019)
Giuseppe Ascia, Vincenzo Catania, Salvatore Monteleone, Maurizio Palesi, Davide Patti, John Jose
Networks-on-Chip based Deep Neural Networks Accelerators for IoT Edge Devices. IoTSMS (2019)
Vincenzo Catania, Gaetano Carmelo La Delfa, Salvatore Monteleone, Davide Patti, Daniela Ventura, Giuseppe La Torre
GOOSE: goal oriented orchestration for smart environments. Int. J. Ad Hoc Ubiquitous Comput. 32 (3) (2019)
Giuseppe Ascia, Vincenzo Catania, Salvatore Monteleone, Maurizio Palesi, Davide Patti, John Jose
Improving energy consumption of NoC based architectures through approximate communication. MECO (2018)
Vincenzo Catania, Salvatore Monteleone, Maurizio Palesi, Davide Patti
Packetization of Shared-Memory Traces for Message Passing Oriented NoC Simulation. ISC (2018)
Vincenzo Catania, Andrea Mineo, Salvatore Monteleone, Maurizio Palesi, Davide Patti
Improving Energy Efficiency in Wireless Network-on-Chip Architectures. ACM J. Emerg. Technol. Comput. Syst. 14 (1) (2018)
Giuseppe Ascia, Vincenzo Catania, Salvatore Monteleone, Maurizio Palesi, Davide Patti, John Jose
Approximate Wireless Networks-on-Chip. DCIS (2018)
Salvatore Michele Biondi, Vincenzo Catania, Salvatore Monteleone, Maurizio Palesi, Davide Patti
smARTworks: A Multi-sided Context-aware Platform for the Smart Museum. PECCS (2018)
Vincenzo Catania, Giuseppe La Torre, Salvatore Monteleone, Daniela Panno, Davide Patti
User-Generated Services Composition in Smart Multi-User Environments. J. Sens. Actuator Networks 6 (3) (2017)
Davide Patti, Salvatore Pennisi, Salvatore Lombardo, Giuseppe Nicotra
Towards a nanofabricated vacuum cold-emitting triode. SMACD (2017)
Vincenzo Catania, Andrea Mineo, Salvatore Monteleone, Maurizio Palesi, Davide Patti
Improving the energy efficiency of wireless Network on Chip architectures through online selective buffers and receivers shutdown. CCNC (2016)
Vincenzo Catania, Andrea Mineo, Salvatore Monteleone, Maurizio Palesi, Davide Patti
Cycle-Accurate Network on Chip Simulation with Noxim. ACM Trans. Model. Comput. Simul. 27 (1) (2016)
Vincenzo Catania, Andrea Mineo, Salvatore Monteleone, Maurizio Palesi, Davide Patti
Energy efficient transceiver in wireless Network on Chip architectures. DATE (2016)
Davide Patti, Giovanni Castorina, Salvatore Pennisi
2-V turn-on voltage field-emitting vacuum nanoelectronic device. ICECS (2016)
Vincenzo Catania, Andrea Mineo, Salvatore Monteleone, Maurizio Palesi, Davide Patti
Noxim: An open, extensible and cycle-accurate network on chip simulator. ASAP (2015)
Vincenzo Catania, Giuseppe La Torre, Salvatore Monteleone, Daniela Panno, Davide Patti
User-Generated services: Policy Management and access control in a cross-domain environment. IWCMC (2015)
Maurizio Palesi, Davide Patti, Giuseppe Ascia, Daniela Panno, Vincenzo Catania
Coupling Routing Algorithm and Data Encoding for Low Power Networks on Chip. J. Comput. Sci. 11 (3) (2015)
Vincenzo Catania, Andrea Araldo, Davide Patti
Parameter Space Representation of Pareto Front to Explore Hardware-Software Dependencies. ACM Trans. Embed. Comput. Syst. 14 (4) (2015)
Davide Patti, Maurizio Palesi, Vincenzo Catania
Merging Compilation and Microarchitectural Configuration Spaces for Performance/Power Optimization in VLIW-Based Systems. CSOC (2014)
Vincenzo Catania, Andrea Mineo, Salvatore Monteleone, Davide Patti
Distributed topology discovery in self-assembled nano network-on-chip. Comput. Electr. Eng. 40 (8) (2014)
Vincenzo Catania, Davide Patti, Mariagrazia Sciacca
Introducing Consciousnet : Internet Content as an Environment for Human-Machine Interaction. HCI (2) (2014)
Vincenzo Catania, Andrea Mineo, Salvatore Monteleone, Davide Patti
A Low-resource and Scalable Strategy for Segment Partitioning of Many-core Nano Networks. MES (2014)
Davide Patti, Andrea Mineo, Salvatore Monteleone, Vincenzo Catania
Topology Discovery in Deadlock Free Self-assembled DNA Networks. CSOC (2014)
Alfio Dario Grasso, Salvatore Pennisi, Mario Paparo, Davide Patti
Estimation of in-cylinder pressure using spark plug discharge current measurements. ECCTD (2013)
Vincenzo Catania, Andrea Mineo, Salvatore Monteleone, Davide Patti
A first effort for a distributed segment-based approach on self-assembled nano networks. NoCArc@MICRO (2013)
Davide Patti, Andrea Spadaccini, Maurizio Palesi, Fabrizio Fazzino, Vincenzo Catania
Supporting Undergraduate Computer Architecture Students Using a Visual MIPS64 CPU Simulator. IEEE Trans. Educ. 55 (3) (2012)
Vincenzo Catania, Giuseppe La Torre, Salvatore Monteleone, Davide Patti, Stefano Vercelli, Fabio Ricciato
A Novel Approach to Web of Things: M2M and Enhanced Javascript Technologies. GreenCom (2012)
John Lyle, Salvatore Monteleone, Shamal Faily, Davide Patti, Fabio Ricciato
Cross-Platform Access Control for Mobile Web Applications. POLICY (2012)
Giuseppe Ascia, Vincenzo Catania, Alessandro G. Di Nuovo, Maurizio Palesi, Davide Patti
Performance evaluation of efficient multi-objective evolutionary algorithms for design space exploration of embedded computer systems. Appl. Soft Comput. 11 (1) (2011)
Vincenzo Catania, Alessandro G. Di Nuovo, Maurizio Palesi, Davide Patti, Gianmarco De Francisci Morales
An Effective Methodology to Multi-objective Design of Application Domain-specific Embedded Architectures. DSD (2009)
Giuseppe Ascia, Vincenzo Catania, Maurizio Palesi, Davide Patti
Implementation and Analysis of a New Selection Strategy for Adaptive Routing in Networks-on-Chip. IEEE Trans. Computers 57 (6) (2008)
Vincenzo Catania, Maurizio Palesi, Davide Patti
Reducing complexity of multiobjective design space exploration in VLIW-based embedded systems. ACM Trans. Archit. Code Optim. 5 (2) (2008)
Vincenzo Catania, Gianmarco De Francisci Morales, Alessandro G. Di Nuovo, Maurizio Palesi, Davide Patti
High Performance Computing for Embedded System Design: A Case Study. DSD (2008)
Vincenzo Catania, Maurizio Palesi, Davide Patti
Analysis and Tools for the Design of VLIW Embedded Systems in a Multi-Objective Scenario. J. Circuits Syst. Comput. 16 (5) (2007)
Giuseppe Ascia, Vincenzo Catania, Alessandro G. Di Nuovo, Maurizio Palesi, Davide Patti
Efficient design space exploration for application specific systems-on-a-chip. J. Syst. Archit. 53 (10) (2007)
Giuseppe Ascia, Vincenzo Catania, Alessandro G. Di Nuovo, Maurizio Palesi, Davide Patti
A Multiobjective Genetic Fuzzy Approach for Intelligent System-level Exploration in Parameterized VLIW Processor Design. IEEE Congress on Evolutionary Computation (2006)
Alessandro G. Di Nuovo, Maurizio Palesi, Davide Patti
An Hybrid Soft Computing Approach for Automated Computer Design. STAIRS (2006)
Giuseppe Ascia, Vincenzo Catania, Maurizio Palesi, Davide Patti
Neighbors-on-Path: A New Selection Strategy for On-Chip Networks. ESTIMedia (2006)
Alessandro G. Di Nuovo, Maurizio Palesi, Davide Patti, Giuseppe Ascia, Vincenzo Catania
Fuzzy decision making in embedded system design. CODES+ISSS (2006)
Giuseppe Ascia, Vincenzo Catania, Alessandro G. Di Nuovo, Maurizio Palesi, Davide Patti
An Efficent Hierachical Fuzzy Approach for System Level System-on-a-Chip Design. ICSAMOS (2006)
Giuseppe Ascia, Vincenzo Catania, Maurizio Palesi, Davide Patti
Exploring Design Space of VLIW Architectures. ASAP (2005)
Giuseppe Ascia, Vincenzo Catania, Maurizio Palesi, Davide Patti
A system-level framework for evaluating area/performance/power trade-offs of VLIW-based embedded systems. ASP-DAC (2005)
Giuseppe Ascia, Vincenzo Catania, Maurizio Palesi, Davide Patti
Hyperblock formation: a power/energy perspective for high performance VLIW architectures. ISCAS (4) (2005)
Giuseppe Ascia, Vincenzo Catania, Maurizio Palesi, Davide Patti
Multi-objective Optimization of a Parameterized VLIW Architecture. Evolvable Hardware (2004)
Giuseppe Ascia, Vincenzo Catania, Maurizio Palesi, Davide Patti
EPIC-Explorer: A Parameterized VLIW-based Platform Framework for Design Space Exploration. ESTIMedia (2003)