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Marco Paolieri
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- affiliation: University of Southern California, Los Angeles, CA, USA
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2020 – today
- 2024
- [j16]Zhuojin Li, Marco Paolieri, Leana Golubchik:
Inference latency prediction for CNNs on heterogeneous mobile devices and ML frameworks. Perform. Evaluation 165: 102429 (2024) - [c38]Zhuojin Li
, Marco Paolieri
, Leana Golubchik
:
A Benchmark for ML Inference Latency on Mobile Devices. EdgeSys@EuroSys 2024: 31-36 - [e3]Evangelia Kalyvianaki, Marco Paolieri
:
Performance Evaluation Methodologies and Tools - 16th EAI International Conference, VALUETOOLS 2023, Crete, Greece, September 6-7, 2023, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 539, Springer 2024, ISBN 978-3-031-48884-9 [contents] - 2023
- [j15]Laura Carnevali
, Marco Paolieri
, Riccardo Reali
, Enrico Vicario
:
Compositional Safe Approximation of Response Time Probability Density Function of Complex Workflows. ACM Trans. Model. Comput. Simul. 33(4): 16:1-16:26 (2023) - [c37]Laura Carnevali, Marco Paolieri
, Benedetta Picano, Riccardo Reali, Leonardo Scommegna, Enrico Vicario:
A Quantitative Approach to Coordinated Scaling of Resources in Complex Cloud Computing Workflows. EPEW 2023: 309-324 - [c36]András Horváth, Marco Paolieri
, Enrico Vicario:
Equilibrium Analysis of Markov Regenerative Processes. QEST 2023: 172-187 - [c35]Zhuojin Li
, Marco Paolieri
, Leana Golubchik
:
Predicting Inference Latency of Neural Architectures on Mobile Devices. ICPE 2023: 99-112 - [i5]Bowen Song, Marco Paolieri, Harper E. Stewart, Leana Golubchik, Jill L. McNitt-Gray, Vishal Misra, Devavrat Shah:
Predicting Ground Reaction Force from Inertial Sensors. CoRR abs/2311.02287 (2023) - 2022
- [j14]Laura Carnevali, Marco Paolieri
, Enrico Vicario:
The ORIS tool: app, library, and toolkit for quantitative evaluation of non-Markovian systems. SIGMETRICS Perform. Evaluation Rev. 49(4): 81-86 (2022) - [j13]Yuan Yao, Marco Paolieri, Leana Golubchik:
Sojourn Time Minimization of Successful Jobs. SIGMETRICS Perform. Evaluation Rev. 50(2): 24-26 (2022) - [j12]Chien-Lun Chen
, Sara Babakniya, Marco Paolieri
, Leana Golubchik:
Defending against Poisoning Backdoor Attacks on Federated Meta-learning. ACM Trans. Intell. Syst. Technol. 13(5): 76:1-76:25 (2022) - [j11]Zhuojin Li
, Marco Paolieri
, Leana Golubchik
, Sung-Han Lin, Wumo Yan
:
Predicting Throughput of Distributed Stochastic Gradient Descent. IEEE Trans. Parallel Distributed Syst. 33(11): 2900-2912 (2022) - [c34]Bowen Song, Marco Paolieri
, Leana Golubchik:
Performance and Revenue Analysis of Hybrid Cloud Federations with QoS Requirements. CLOUD 2022: 321-330 - [c33]Laura Carnevali
, Marco Paolieri
, Riccardo Reali
, Leonardo Scommegna
, Federico Tammaro, Enrico Vicario
:
Using the ORIS Tool and the SIRIO Library for Model-Driven Engineering of Quantitative Analytics. EPEW 2022: 200-215 - [c32]Laura Carnevali, Marco Paolieri
, Riccardo Reali, Leonardo Scommegna, Enrico Vicario:
A Markov Regenerative Model of Software Rejuvenation Beyond the Enabling Restriction. ISSRE Workshops 2022: 138-145 - [e2]Erika Ábrahám, Marco Paolieri
:
Quantitative Evaluation of Systems - 19th International Conference, QEST 2022, Warsaw, Poland, September 12-16, 2022, Proceedings. Lecture Notes in Computer Science 13479, Springer 2022, ISBN 978-3-031-16335-7 [contents] - [i4]Zhuojin Li, Marco Paolieri, Leana Golubchik:
Inference Latency Prediction at the Edge. CoRR abs/2210.02620 (2022) - 2021
- [j10]Sourya Dey
, Sara Babakniya, Saikrishna C. Kanala, Marco Paolieri
, Leana Golubchik, Peter A. Beerel, Keith M. Chugg:
Deep-n-Cheap: An Automated Efficient and Extensible Search Framework for Cost-Effective Deep Learning. SN Comput. Sci. 2(4): 265 (2021) - [j9]Marco Paolieri
, Marco Biagi
, Laura Carnevali
, Enrico Vicario
:
The ORIS Tool: Quantitative Evaluation of Non-Markovian Systems. IEEE Trans. Software Eng. 47(6): 1211-1225 (2021) - [c31]Laura Carnevali, Marco Paolieri
, Riccardo Reali, Enrico Vicario:
Compositional Safe Approximation of Response Time Distribution of Complex Workflows. QEST 2021: 83-104 - 2020
- [c30]Matthew French, Marco Paolieri
, Vivek V. Menon, Andrew G. Schmidt:
Emulating and Verifying Sensing, Computation, and Communication in Distributed Remote Sensing Systems. IGARSS 2020: 3849-3852 - [c29]Zhuojin Li, Wumo Yan, Marco Paolieri
, Leana Golubchik:
Throughput Prediction of Asynchronous SGD in TensorFlow. ICPE 2020: 76-87 - [i3]Chien-Lun Chen, Leana Golubchik, Marco Paolieri:
Backdoor Attacks on Federated Meta-Learning. CoRR abs/2006.07026 (2020)
2010 – 2019
- 2019
- [j8]Marco Biagi
, Laura Carnevali
, Marco Paolieri
, Fulvio Patara, Enrico Vicario
:
A Continuous-Time Model-Based Approach for Activity Recognition in Pervasive Environments. IEEE Trans. Hum. Mach. Syst. 49(4): 293-303 (2019) - [c28]Andrew G. Schmidt, Vivek Venugopalan, Marco Paolieri
, Matthew French:
Constellations in the Cloud: Virtualizing Remote Sensing Systems. IGARSS 2019: 5351-5354 - [i2]Zhuojin Li, Wumo Yan, Marco Paolieri, Leana Golubchik:
Throughput Prediction of Asynchronous SGD in TensorFlow. CoRR abs/1911.04650 (2019) - 2018
- [c27]Sung-Han Lin, Marco Paolieri
, Cheng-Fu Chou, Leana Golubchik:
A Model-Based Approach to Streamlining Distributed Training for Asynchronous SGD. MASCOTS 2018: 306-318 - 2017
- [j7]Marco Paolieri
, Sriram Sankaranarayanan
, Enrico Vicario
:
Guest Editorial: Special issue on formal modeling and analysis of timed systems. Real Time Syst. 53(3): 289-290 (2017) - [c26]Sung-Han Lin, Ranjan Pal, Marco Paolieri
, Leana Golubchik:
Performance Driven Resource Sharing Markets for the Small Cloud. ICDCS 2017: 241-251 - [c25]Marco Biagi, Laura Carnevali, Marco Paolieri
, Tommaso Papini, Enrico Vicario:
Exploiting Non-deterministic Analysis in the Integration of Transient Solution Techniques for Markov Regenerative Processes. QEST 2017: 20-35 - [c24]Marco Biagi, Laura Carnevali, Enrico Vicario, Marco Paolieri
:
An introduction to the ORIS tool. VALUETOOLS 2017: 9-11 - [i1]Sung-Han Lin, Ranjan Pal, Marco Paolieri, Leana Golubchik:
SC-Share: Performance Driven Resource Sharing Markets for the Small Cloud. CoRR abs/1703.10318 (2017) - 2016
- [j6]Marco Paolieri
, András Horváth
, Enrico Vicario:
Probabilistic Model Checking of Regenerative Concurrent Systems. IEEE Trans. Software Eng. 42(2): 153-169 (2016) - [c23]Marco Biagi, Laura Carnevali, Marco Paolieri
, Fulvio Patara, Enrico Vicario:
A Stochastic Model-Based Approach to Online Event Prediction and Response Scheduling. EPEW 2016: 32-47 - [c22]Stefano Martina
, Marco Paolieri
, Tommaso Papini, Enrico Vicario:
Performance Evaluation of Fischer's Protocol through Steady-State Analysis of Markov Regenerative Processes. MASCOTS 2016: 355-360 - [e1]Dieter Fiems, Marco Paolieri
, Agapios N. Platis:
Computer Performance Engineering - 13th European Workshop, EPEW 2016, Chios, Greece, October 5-7, 2016, Proceedings. Lecture Notes in Computer Science 9951, Springer 2016, ISBN 978-3-319-46432-9 [contents] - 2015
- [c21]Laura Carnevali, Francesco Flammini
, Marco Paolieri
, Enrico Vicario:
Non-Markovian Performability Evaluation of ERTMS/ETCS Level 3. EPEW 2015: 47-62 - 2014
- [c20]Vincenzo Rana
, Francesco Bruschi, Marco Paolieri, Donatella Sciuto
, Marco Domenico Santambrogio
:
On How to Efficiently Implement Regular Expression Matching on FPGA-Based Systems. EUC 2014: 304-309 - [c19]Alberto Avritzer, Laura Carnevali, Lucia Happe
, Anne Koziolek
, Daniel Sadoc Menasché, Marco Paolieri
, Sindhu Suresh:
A Scalable Approach to the Assessment of Storm Impact in Distributed Automation Power Grids. QEST 2014: 345-367 - [c18]Laura Carnevali, Marco Paolieri
, Fabio Tarani
, Enrico Vicario
, Kumiko Tadano:
Modeling and Evaluation of Maintenance Procedures for Gas Distribution Networks with Time-Dependent Parameters. SAFECOMP Workshops 2014: 304-315 - 2013
- [j5]Marco Paolieri, Eduardo Quiñones
, Francisco J. Cazorla
:
Timing effects of DDR memory systems in hard real-time multicore architectures: Issues and solutions. ACM Trans. Embed. Comput. Syst. 12(1s): 64:1-64:26 (2013) - [j4]Marco Paolieri, Jörg Mische, Stefan Metzlaff, Mike Gerdes, Eduardo Quiñones
, Sascha Uhrig, Theo Ungerer, Francisco J. Cazorla
:
A hard real-time capable multi-core SMT processor. ACM Trans. Embed. Comput. Syst. 12(3): 79:1-79:26 (2013) - [c17]Laura Carnevali, Marco Paolieri
, Kumiko Tadano, Enrico Vicario:
Towards the Quantitative Evaluation of Phased Maintenance Procedures Using Non-Markovian Regenerative Analysis. EPEW 2013: 176-190 - [c16]Stefano Ballerini, Laura Carnevali, Marco Paolieri
, Kumiko Tadano, Fumio Machida:
Software rejuvenation impacts on a phased-mission system for Mars exploration. ISSRE (Supplemental Proceedings) 2013: 275-280 - [c15]Paolo Ballarini, Nathalie Bertrand
, András Horváth
, Marco Paolieri
, Enrico Vicario
:
Transient Analysis of Networks of Stochastic Timed Automata Using Stochastic State Classes. QEST 2013: 355-371 - [c14]Laura Carnevali, Marco Paolieri
, Fabio Tarani
, Enrico Vicario
:
Quantitative evaluation of availability measures of gas distribution networks. VALUETOOLS 2013: 145-154 - [c13]Laura Carnevali, Marco Paolieri
, Alessandro Santoni, Enrico Vicario
:
Non-markovian analysis for model driven engineering of real-time software. ICPE 2013: 113-124 - 2012
- [j3]András Horváth
, Marco Paolieri
, Lorenzo Ridi, Enrico Vicario
:
Transient analysis of non-Markovian models using stochastic state classes. Perform. Evaluation 69(7-8): 315-335 (2012) - 2011
- [b1]Marco Paolieri:
A Multi-core processor for hard real-time systems. Polytechnic University of Catalonia, Spain, 2011 - [c12]Marco Paolieri, Riccardo Mariani:
Towards functional-safe timing-dependable real-time architectures. IOLTS 2011: 31-36 - [c11]Marco Paolieri, Eduardo Quiñones
, Francisco J. Cazorla
, Julian Wolf, Theo Ungerer, Sascha Uhrig, Zlatko Petrov:
A Software-Pipelined Approach to Multicore Execution of Timing Predictable Multi-threaded Hard Real-Time Tasks. ISORC 2011: 233-240 - [c10]András Horváth
, Marco Paolieri
, Lorenzo Ridi, Enrico Vicario
:
Probabilistic Model Checking of Non-Markovian Models with Concurrent Generally Distributed Timers. QEST 2011: 131-140 - [c9]Marco Paolieri, Eduardo Quiñones
, Francisco J. Cazorla
, Robert I. Davis, Mateo Valero
:
IA^3: An Interference Aware Allocation Algorithm for Multicore Hard Real-Time Systems. IEEE Real-Time and Embedded Technology and Applications Symposium 2011: 280-290 - 2010
- [j2]Theo Ungerer, Francisco J. Cazorla
, Pascal Sainrat, Guillem Bernat, Zlatko Petrov, Christine Rochange, Eduardo Quiñones
, Mike Gerdes, Marco Paolieri, Julian Wolf, Hugues Cassé, Sascha Uhrig, Irakli Guliashvili, Michael Houston, Florian Kluge, Stefan Metzlaff, Jörg Mische:
Merasa: Multicore Execution of Hard Real-Time Applications Supporting Analyzability. IEEE Micro 30(5): 66-75 (2010) - [c8]Francesco Bruschi, Marco Paolieri, Vincenzo Rana
:
A Reconfigurable System Based on a Parallel and Pipelined Solution for Regular Expression Matching. FPL 2010: 44-49
2000 – 2009
- 2009
- [j1]Marco Paolieri, Eduardo Quiñones
, Francisco J. Cazorla
, Mateo Valero
:
An Analyzable Memory Controller for Hard Real-Time CMPs. IEEE Embed. Syst. Lett. 1(4): 86-90 (2009) - [c7]Marco Paolieri, Eduardo Quiñones
, Francisco J. Cazorla
, Guillem Bernat, Mateo Valero
:
Hardware support for WCET analysis of hard real-time multicore systems. ISCA 2009: 57-68 - 2008
- [c6]Ivano Bonesana, Marco Paolieri, Marco D. Santambrogio
:
An adaptable FPGA-based System for Regular Expression Matching. DATE 2008: 1262-1267 - 2007
- [c5]Marcello Mura, Marco Paolieri, Fabio Fabbri, Luca Negri, Maria Giovanna Sami:
Power Modeling and Power Analysis for IEEE 802.15.4: a Concurrent State Machine Approach. CCNC 2007: 660-664 - [c4]Marcello Mura, Marco Paolieri:
SC2 StateCharts to SystemC: Automatic Executable Models Generation. FDL 2007: 198-203 - [c3]Marcello Mura, Marco Paolieri, Luca Negri, Mariagiovanna Sami:
StateCharts to systemc: a high level hardware simulation approach. ACM Great Lakes Symposium on VLSI 2007: 505-508 - [c2]Marco Paolieri, Ivano Bonesana, Marco D. Santambrogio
:
ReCPU: a Parallel and Pipelined Architecture for Regular Expression Matching. VLSI-SoC (Selected Papers) 2007: 1-20 - [c1]Marco Paolieri, Ivano Bonesana, Marco D. Santambrogio
:
ReCPU: A parallel and pipelined architecture for regular expression matching. VLSI-SoC 2007: 19-24
Coauthor Index
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last updated on 2024-08-14 22:19 CEST by the dblp team
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