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Antonio Miele
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- affiliation: Politecnico di Milano, Milano, Italy
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2020 – today
- 2024
- [j28]Cristiana Bolchini, Luca Cassano, Antonio Miele:
Resilience of deep learning applications: A systematic literature review of analysis and hardening techniques. Comput. Sci. Rev. 54: 100682 (2024) - [c73]Zain Taufique
, Antonio Miele, Pasi Liljeberg, Anil Kanduri:
Adaptive Workload Distribution for Accuracy-aware DNN Inference on Collaborative Edge Platforms. ASPDAC 2024: 109-114 - [c72]Cristiana Bolchini, Luca Cassano, Antonio Miele, Daria Passarella:
Range Restriction to Harden CNNs Against Hardware Faults: A Broad Empirical Analysis. DFT 2024: 1-6 - [c71]Alessandro Veronesi, Alessandro Nazzari, Dario Passarello, Milos Krstic, Michele Favalli, Luca Cassano, Antonio Miele, Davide Bertozzi, Cristiana Bolchini:
Cross-Layer Reliability Analysis of NVDLA Accelerators: Exploring the Configuration Space. ETS 2024: 1-6 - [c70]Rei Barjami
Intermittent Inference: Trading a 1% Accuracy Loss for a 1.9x Throughput Speedup. SenSys 2024: 647-660 - [i8]Zain Taufique, Muhammad Awais Bin Altaf, Antonio Miele, Pasi Liljeberg, Anil Kanduri:
Characterizing Accuracy Trade-offs of EEG Applications on Embedded HMPs. CoRR abs/2402.09867 (2024) - [i7]Rei Barjami, Antonio Miele, Luca Mottola:
Energy versus Output Quality of Non-volatile Writes in Intermittent Computing. CoRR abs/2403.07517 (2024) - 2023
- [j27]Cristiana Bolchini
Fast and Accurate Error Simulation for CNNs Against Soft Errors. IEEE Trans. Computers 72(4): 984-997 (2023) - [j26]Mohammad Hashem Haghbayan
Run-Time Resource Management in CMPs Handling Multiple Aging Mechanisms. IEEE Trans. Computers 72(10): 2872-2887 (2023) - [c69]Cristiana Bolchini, Luca Cassano, Antonio Miele, Alessandro Nazzari, Dario Passarello:
Analyzing the Reliability of Alternative Convolution Implementations for Deep Learning Applications. DFT 2023: 1-6 - [c68]Rei Barjami
Poster Abstract: Energy vs. Quality of Approximate Non-volatile Writes in Intermittent Computing. SenSys 2023: 508-509 - [i6]Cristiana Bolchini, Luca Cassano, Antonio Miele:
Resilience of Deep Learning applications: a systematic survey of analysis and hardening techniques. CoRR abs/2309.16733 (2023) - [i5]Zain Taufique, Antonio Miele, Pasi Liljeberg, Anil Kanduri:
Adaptive Workload Distribution for Accuracy-aware DNN Inference on Collaborative Edge Platforms. CoRR abs/2310.10157 (2023) - 2022
- [j25]Luca Cassano
Design of Fault-Tolerant Distributed Cyber-Physical Systems for Smart Environments. IEEE Embed. Syst. Lett. 14(2): 79-82 (2022) - [j24]Cristiana Bolchini
Fault Impact Estimation for Lightweight Fault Detection in Image Filtering. IEEE Trans. Computers 71(2): 282-295 (2022) - [j23]Matteo Biasielli
Approximation-Based Fault Tolerance in Image Processing Applications. IEEE Trans. Emerg. Top. Comput. 10(2): 648-661 (2022) - [j22]Antonio Miele
A Runtime Resource Management and Provisioning Middleware for Fog Computing Infrastructures. ACM Trans. Internet Things 3(3): 17:1-17:29 (2022) - [c67]Cristiana Bolchini, Alberto Bosio, Luca Cassano, Bastien Deveautour, Giorgio Di Natale, Antonio Miele, Ian O'Connor, Elena-Ioana Vatajelu:
Dependability of Alternative Computing Paradigms for Machine Learning: hype or hope? DDECS 2022: 7-13 - [c66]Cristiana Bolchini, Luca Cassano, Antonio Miele, Alessandro Nazzari:
Selective Hardening of CNNs based on Layer Vulnerability Estimation. DFT 2022: 1-6 - [c65]Masoomeh Karami, Mohammad Hashem Haghbayan, Masoumeh Ebrahimi, Antonio Miele, Juha Plosila:
Thread-level Parallelism in Fault Simulation of Deep Neural Networks on Multi-Processor Systems. DFT 2022: 1-4 - [i4]Cristiana Bolchini, Luca Cassano, Antonio Miele, Alessandro Toschi:
Fast and Accurate Error Simulation for CNNs against Soft Errors. CoRR abs/2206.02051 (2022) - 2021
- [c64]Cristiana Bolchini, Luca Cassano, Andrea Mazzeo, Antonio Miele:
Usability-based Cross-Layer Reliability Evaluation of Image Processing Applications. DFT 2021: 1-6 - [c63]Masoomeh Karami
Hierarchical Fault Simulation of Deep Neural Networks on Multi-Core Systems. ETS 2021: 1-2 - [c62]Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Antonio Miele, Onur Mutlu, Juha Plosila:
Energy-Efficient Mobile Robot Control via Run-time Monitoring of Environmental Complexity and Computing Workload. IROS 2021: 7587-7593 - [i3]Sherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Antonio Miele, Onur Mutlu, Juha Plosila:
Energy-Efficient Mobile Robot Control via Run-time Monitoring of Environmental Complexity and Computing Workload. CoRR abs/2109.04285 (2021) - 2020
- [j21]Giacomo Tanganelli, Luca Cassano, Antonio Miele, Carlo Vallati:
A methodology for the design and deployment of distributed cyber-physical systems for smart environments. Future Gener. Comput. Syst. 109: 420-430 (2020) - [j20]Matteo Biasielli
A Neural Network Based Fault Management Scheme for Reliable Image Processing. IEEE Trans. Computers 69(5): 764-776 (2020) - [j19]Amir Mahdi Hosseini Monazzah
CAST: Content-Aware STT-MRAM Cache Write Management for Different Levels of Approximation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4385-4398 (2020) - [j18]Antonio Miele
Guest Editor's Introduction: Special Section on Reliability-Aware Design and Analysis Methods for Digital Systems: From Gate to System Level. IEEE Trans. Emerg. Top. Comput. 8(3): 561-563 (2020) - [c61]Mohammad Hashem Haghbayan, Antonio Miele, Zhuo Zou, Hannu Tenhunen
Thermal-Cycling-aware Dynamic Reliability Management in Many-Core System-on-Chip. DATE 2020: 1229-1234 - [c60]Matteo Biasielli, Luca Cassano, Antonio Miele:
An Approximation-based Fault Detection Scheme for Image Processing Applications. DATE 2020: 1331-1334 - [c59]Cristiana Bolchini, Luca Cassano, Antonio Miele, Matteo Biasielli:
Lightweight Fault Detection and Management for Image Restoration. DFT 2020: 1-6 - [c58]Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila:
Dynamic Resource-Aware Corner Detection for Bio-Inspired Vision Sensors. ICPR 2020: 10465-10472 - [c57]Cristiana Bolchini, Luca Cassano, Andrea Mazzeo, Antonio Miele:
Error Modeling for Image Processing Filters accelerated onto SRAM-based FPGAs. IOLTS 2020: 1-6 - [c56]Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila:
Asynchronous Corner Tracking Algorithm Based on Lifetime of Events for DAVIS Cameras. ISVC (1) 2020: 530-541 - [i2]Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila:
Dynamic Resource-aware Corner Detection for Bio-inspired Vision Sensors. CoRR abs/2010.15507 (2020) - [i1]Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila:
Asynchronous Corner Tracking Algorithm based on Lifetime of Events for DAVIS Cameras. CoRR abs/2010.15510 (2020)
2010 – 2019
- 2019
- [j17]Antonio Miele
On-Chip Dynamic Resource Management. Found. Trends Electron. Des. Autom. 13(1-2): 1-14 (2019) - [j16]Antonio Miele, Martin A. Trefzer, S. Saqib Khursheed:
Guest Editorial: Defect and Fault Tolerance in VLSI and Nanotechnology Systems. IET Comput. Digit. Tech. 13(3): 127-128 (2019) - [j15]Davide Cerotti, Antonio Miele
Scalable analytical model for reliability measures in aging VLSI by interacting Markovian agents. Perform. Evaluation 132: 21-37 (2019) - [c55]Matteo Biasielli, Cristiana Bolchini, Luca Cassano, Antonio Miele
A Smart Fault Detection Scheme for Reliable Image Processing Applications. DATE 2019: 704-709 - [c54]Daniele Angioletti
A Runtime Resource Management Policy for OpenCL Workloads on Heterogeneous Multicores. DATE 2019: 1385-1390 - 2018
- [j14]Cristiana Bolchini, Stefano Cherubin
A runtime controller for openCL applications on heterogeneous system architectures. SIGBED Rev. 15(1): 29-35 (2018) - [c53]Anil Kanduri, Antonio Miele
Approximation-aware coordinated power/performance management for heterogeneous multi-cores. DAC 2018: 68:1-68:6 - [c52]Kasra Moazzemi, Anil Kanduri, David Juhasz
Trends in On-chip Dynamic Resource Management. DSD 2018: 62-69 - [c51]Carlos Michel Betemps, Mateus Santos De Melo, Amir M. Rahmani
Exploring Heterogeneous Task-Level Parallelism in a BMA Video Coding Application using System-Level Simulation. SBESC 2018: 75-82 - 2017
- [j13]Mohammad Hashem Haghbayan
Can Dark Silicon Be Exploited to Prolong System Lifetime? IEEE Des. Test 34(2): 51-59 (2017) - [j12]Mohammad Hashem Haghbayan, Antonio Miele
Performance/Reliability-Aware Resource Management for Many-Cores in Dark Silicon Era. IEEE Trans. Computers 66(9): 1599-1612 (2017) - [j11]Marco Rabozzi, Gianluca Carlo Durelli, Antonio Miele
Floorplanning Automation for Partial-Reconfigurable FPGAs via Feasible Placements Generation. IEEE Trans. Very Large Scale Integr. Syst. 25(1): 151-164 (2017) - [j10]Amir M. Rahmani
Reliability-Aware Runtime Power Management for Many-Core Systems in the Dark Silicon Era. IEEE Trans. Very Large Scale Integr. Syst. 25(2): 427-440 (2017) - [c50]Alessandro Baldassari, Cristiana Bolchini, Antonio Miele
A dynamic reliability management framework for heterogeneous multicore systems. DFT 2017: 1-6 - [c49]Rishad A. Shafik, Qiaoyan Yu, S. Saqib Khursheed, Antonio Miele
Welcome Message. DFT 2017 - [c48]Marco Rabozzi, Giuseppe Natale, Biagio Festa, Antonio Miele
Optimizing streaming stencil time-step designs via FPGA floorplanning. FPL 2017: 1-4 - [c47]Riccardo Pinciroli
Epistemic uncertainty propagation in a Weibull environment for a two-core system-on-chip. ICSRS 2017: 516-520 - [c46]Andrea Bobbio
Scalable analytical model of the reliability of multi-core systems-on-chip by interacting Markovian agents. VALUETOOLS 2017: 156-163 - 2016
- [j9]Mohammad Hashem Haghbayan, Amir-Mohammad Rahmani, Antonio Miele
A Power-Aware Approach for Online Test Scheduling in Many-Core Architectures. IEEE Trans. Computers 65(3): 730-743 (2016) - [c45]Marcello Pogliani
Quality of Service Driven Runtime Resource Allocation in Reconfigurable HPC Architectures. CSE/EUC/DCABES 2016: 16-23 - [c44]Emanuele Del Sozzo, Gianluca C. Durelli, E. M. G. Trainiti, Antonio Miele, Marco D. Santambrogio, Cristiana Bolchini:
Workload-aware power optimization strategy for asymmetric multiprocessors. DATE 2016: 531-534 - [c43]Cristiana Bolchini, Luca Cassano, Antonio Miele:
Lifetime-aware load distribution policies in multi-core systems: An in-depth analysis. DATE 2016: 804-809 - [c42]Mohammad Hashem Haghbayan, Antonio Miele, Amir-Mohammad Rahmani, Pasi Liljeberg, Hannu Tenhunen:
A lifetime-aware runtime mapping approach for many-core systems in the dark silicon era. DATE 2016: 854-857 - [c41]E. M. G. Trainiti, Gianluca C. Durelli, Antonio Miele, Cristiana Bolchini, Marco D. Santambrogio:
A self-adaptive approach to efficiently manage energy and performance in tomorrow's heterogeneous computing systems. DATE 2016: 906-911 - [c40]Omer Khan, Maria K. Michael, Antonio Miele
Foreword. DFT 2016: iii - [c39]Cristiana Bolchini, Stefano Cherubin, Gianluca C. Durelli, Simone Libutti, Antonio Miele, Marco D. Santambrogio:
A Runtime Controller for OpenCL Applications on Heterogeneous System Architectures. EWiLi 2016 - [c38]Emanuele Del Sozzo
On the Automation of High Level Synthesis of Convolutional Neural Networks. IPDPS Workshops 2016: 217-224 - [c37]Antonio Miele
Lifetime reliability modeling and estimation in multi-core systems. VTS 2016: 1 - 2015
- [c36]Antonio Miele
A System-Level Simulation Framework for Evaluating Resource Management Policies for Heterogeneous System Architectures. DSD 2015: 637-644 - [c35]Marco Rabozzi, Antonio Miele
Floorplanning for Partially-Reconfigurable FPGAs via Feasible Placements Detection. FCCM 2015: 252-255 - [c34]Cristiana Bolchini, Gianluca C. Durelli, Antonio Miele
An orchestrated approach to efficiently manage resources in heterogeneous system architectures. ICCD 2015: 200-207 - 2014
- [j8]Antonio Miele
A fault-injection methodology for the system-level dependability analysis of multiprocessor embedded systems. Microprocess. Microsystems 38(6): 567-580 (2014) - [c33]Gianluca Durelli, Marcello Coppola, Karim Djafarian, George Kornaros
SAVE: Towards Efficient Resource Management in Heterogeneous System Architectures. ARC 2014: 337-344 - [c32]Anup Das, Akash Kumar, Bharadwaj Veeravalli, Cristiana Bolchini, Antonio Miele:
Combined DVFS and mapping exploration for lifetime and soft-error susceptibility improvement in MPSoCs. DATE 2014: 1-6 - [c31]Mihalis Psarakis, Alexandros Vavousis, Cristiana Bolchini
Design and implementation of a self-healing processor on SRAM-based FPGAs. DFT 2014: 165-170 - [c30]Cristiana Bolchini
A lightweight and open-source framework for the lifetime estimation of multicore systems. ICCD 2014: 166-172 - [c29]Antonio Miele
ADaPT: Automatic Data Personalization based on contextual preferences. ICDE 2014: 1234-1237 - [c28]Gianluca C. Durelli, Marcello Pogliani
Runtime Resource Management in Heterogeneous System Architectures: The SAVE Approach. ISPA 2014: 142-149 - 2013
- [j7]Cristiana Bolchini
Self-Adaptive Fault Tolerance in Multi-/Many-Core Systems. J. Electron. Test. 29(2): 159-175 (2013) - [j6]Cristiana Bolchini
Autonomous Fault-Tolerant Systems onto SRAM-based FPGA Platforms. J. Electron. Test. 29(6): 779-793 (2013) - [j5]Antonio Miele
A Simulation-Based Framework for the Exploration of Mapping Solutions on Heterogeneous MPSoCs. Int. J. Embed. Real Time Commun. Syst. 4(1): 22-41 (2013) - [j4]Antonio Miele
A data-mining approach to preference-based data ranking founded on contextual information. Inf. Syst. 38(4): 524-544 (2013) - [j3]Cristiana Bolchini
Reliability-Driven System-Level Synthesis for Mixed-Critical Embedded Systems. IEEE Trans. Computers 62(12): 2489-2502 (2013) - [c27]Cristiana Bolchini
A framework to model self-adaptive Computing Systems. AHS 2013: 71-78 - [c26]Cristiana Bolchini
Run-time mapping for reliable many-cores based on energy/performance trade-offs. DFTS 2013: 58-64 - 2012
- [c25]Cristiana Bolchini, Antonio Miele, Donatella Sciuto:
An adaptive approach for online fault management in many-core architectures. DATE 2012: 1429-1432 - [c24]Cristiana Bolchini
High-reliability fault tolerant digital systems in nanometric technologies: Characterization and design methodologies. DFT 2012: 121-125 - [c23]Cristiana Bolchini
Increasing autonomous fault-tolerant FPGA-based systems' lifetime. ETS 2012: 1-6 - [c22]Antonio Miele
An automated framework for the simulation of mapping solutions on heterogeneous MPSoCs. ISSoC 2012: 1-6 - 2011
- [j2]Cristiana Bolchini
A Novel Design Methodology for Implementing Reliability-Aware Systems on SRAM-Based FPGAs. IEEE Trans. Computers 60(12): 1744-1758 (2011) - [c21]Cristiana Bolchini
An Application-Level Dependability Analysis Framework for Embedded Systems. DFT 2011: 171-178 - [c20]Cristiana Bolchini
Automated Resource-Aware Floorplanning of Reconfigurable Areas in Partially-Reconfigurable FPGA Systems. FPL 2011: 532-538 - [c19]Cristiana Bolchini
Combined architecture and hardening techniques exploration for reliable embedded system design. ACM Great Lakes Symposium on VLSI 2011: 301-306 - [c18]Francesco Bruschi, Antonio Miele
On-chip network resource management design and validation. ICSAMOS 2011: 249-254 - 2010
- [c17]Cristiana Bolchini
A multi-objective genetic algorithm framework for design space exploration of reliable FPGA-based systems. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c16]Cristiana Bolchini
Reliability-Driven System-Level Synthesis of Embedded Systems. DFT 2010: 35-43 - [c15]Cristiana Bolchini
A Reliable Reconfiguration Controller for Fault-Tolerant Embedded Systems on Multi-FPGA Platforms. DFT 2010: 191-199 - [c14]Cristiana Bolchini
An integrated flow for the design of hardened circuits on SRAM-based FPGAs. ETS 2010: 214-219
2000 – 2009
- 2009
- [c13]Cristiana Bolchini
A Fault Analysis and Classifier Framework for Reliability-Aware SRAM-Based FPGA Systems. DFT 2009: 173-181 - [c12]Antonio Miele
A methodology for preference-based personalization of contextual data. EDBT 2009: 287-298 - [c11]Giovanni Beltrame, Cristiana Bolchini
Multi-level fault modeling for transaction-level specifications. ACM Great Lakes Symposium on VLSI 2009: 87-92 - 2008
- [j1]Cristiana Bolchini
Software and Hardware Techniques for SEU Detection in IP Processors. J. Electron. Test. 24(1-3): 35-44 (2008) - [c10]Giovanni Beltrame, Cristiana Bolchini
ReSP: A non-intrusive Transaction-Level Reflective MPSoC Simulation Platform for design space exploration. ASP-DAC 2008: 673-678 - [c9]Cristiana Bolchini
Design Space Exploration for the Design of Reliable. DFT 2008: 332-340 - [c8]Cristiana Bolchini
Fault Models and Injection Strategies in SystemC Specifications. DSD 2008: 88-95 - 2007
- [c7]Cristiana Bolchini
TMR and Partial Dynamic Reconfiguration to mitigate SEU faults in FPGAs. DFT 2007: 87-95 - [c6]Giovanni Beltrame, Cristiana Bolchini
A Framework for Reliability Assessment and Enhancement in Multi-Processor Systems-On-Chip. DFT 2007: 132-141 - 2006
- [c5]Maurizio Rebaudengo
Combined software and hardware techniques for the design of reliable IP processors. DFT 2006: 265-273 - 2005
- [c4]Cristiana Bolchini, Antonio Miele, Fabio Salice, Donatella Sciuto:
A model of soft error effects in generic IP processors. DFT 2005: 334-342 - [c3]Luciano Baresi
Hybrid service-oriented architectures: a case-study in the automotive domain. SEM 2005: 62-68 - 2004
- [c2]Cristiana Bolchini, Antonio Miele, Fabio Salice, Donatella Sciuto, Luigi Pomante:
Reliable System Co-Design: The FIR Case Study. DFT 2004: 433-441 - [c1]Cristiana Bolchini, Carlo Curino, Marco Giorgetta, Alessandro Giusti, Antonio Miele, Fabio Alberto Schreiber, Letizia Tanca:
PoLiDBMS: Design and Prototype Implementation of a DBMS for Portable Devices. SEBD 2004: 166-177
Coauthor Index
[j28] [c72] [c71] [j27] [c69] [i6] [j24] [j23] [j22] [c67] [c66] [i4] [c64] [j20] [c59] [c57] [j15] [c55] [c54] [j14] [c53] [j13] [c50] [c47] [c46] [c44] [c43] [c41] [c39] [c36] [c34] [c33] [c32] [c31] [c30] [c28] [j7] [j6] [j3] [c27] [c26] [c25] [c24] [c23] [j2] [c21] [c20] [c19] [c17] [c16] [c15] [c14] [c13] [c11] [j1] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c2] [c1]
M. H. Haghbayan
aka: Mohammad Hashem Haghbayan
aka: Mohammad Hashem Haghbayan
Amir-Mohammad Rahmani
aka: Amir M. Rahmani
aka: Amir M. Rahmani
Marco D. Santambrogio
aka: Marco Domenico Santambrogio
aka: Marco Domenico Santambrogio
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