Andy D. Pimentel

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 57

Top Venues

SAMOS

ACM Trans. Embed. Comput. Syst.

CoRR

DSD

Publications

Pooya Khandel, Andrew Yates, Ana Lucia Varbanescu, Maarten de Rijke, Andy D. Pimentel
Distillation vs. Sampling for Efficient Training of Learning to Rank Models. ICTIR (2024)
Stephen Nicholas Swatman, Ana Lucia Varbanescu, Andy D. Pimentel, Andreas Salzburger, Attila Krasznahorkay
Using Evolutionary Algorithms to Find Cache-Friendly Generalized Morton Layouts for Arrays. ICPE (2024)
Tobias Meuser, Lauri Lovén, Monowar H. Bhuyan, Shishir G. Patil, Schahram Dustdar, Atakan Aral, Suzan Bayhan, Christian Becker, Eyal de Lara, Aaron Yi Ding, Janick Edinger, James Gross, Nitinder Mohan, Andy D. Pimentel, Etienne Rivière, Henning Schulzrinne, Pieter Simoens, Gürkan Solmaz, Michael Welzl
Revisiting Edge AI: Opportunities and Challenges. IEEE Internet Comput. 28 (4) (2024)
Xiaotian Guo, Quan Jiang, Andy D. Pimentel, Todor P. Stefanov
RobustDiCE: Robust and Distributed CNN Inference at the Edge. ASPDAC (2024)
Dolly Sapra, Andy D. Pimentel
Exploring Multi-core Systems with Lifetime Reliability and Power Consumption Trade-offs. SAMOS (2023)
Stephen Nicholas Swatman, Ana Lucia Varbanescu, Andy D. Pimentel, Andreas Salzburger, Attila Krasznahorkay
Finding Morton-Like Layouts for Multi-Dimensional Arrays Using Evolutionary Algorithms. CoRR (2023)
Jun Xiao, Yaocheng Xiang, Xiaolin Wang, Yingwei Luo, Andy D. Pimentel, Zhenlin Wang
FLORIA: A Fast and Featherlight Approach for Predicting Cache Performance. ICS (2023)
Yixian Shen, Sobhan Niknam, Anuj Pathania, Andy D. Pimentel
Thermal Management for S-NUCA Many-Cores via Synchronous Thread Rotations. DATE (2023)
Yixian Shen, Leo Schreuders, Anuj Pathania, Andy D. Pimentel
Thermal Management for 3D-Stacked Systems via Unified Core-Memory Power Regulation. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Xiaotian Guo, Andy D. Pimentel, Todor P. Stefanov
Automated Exploration and Implementation of Distributed CNN Inference at the Edge. IEEE Internet Things J. 10 (7) (2023)
Saeedeh Baneshi, Ana Lucia Varbanescu, Anuj Pathania, Benny Akesson, Andy D. Pimentel
Estimating the Energy Consumption of Applications in the Computing Continuum with iFogSim. ISC Workshops (2023)
Ian O'Connor, Robert Wille, Andy D. Pimentel, Valeria Bertacco
Postpandemic Conferences: The DATE 2023 Experience. IEEE Des. Test 40 (5) (2023)
Sobhan Niknam, Yixian Shen, Anuj Pathania, Andy D. Pimentel
3D-TTP: Efficient Transient Temperature-Aware Power Budgeting for 3D-Stacked Processor-Memory Systems. ISVLSI (2023)
Saeedeh Baneshi, Ana Lucia Varbanescu, Anuj Pathania, Benny Akesson, Andy D. Pimentel
Analyzing Digital Services Across the Compute Continuum Using iFogSim. RTCSA (2023)
Julius Roeder, Andy D. Pimentel, Clemens Grelck
GCN-based Reinforcement Learning Approach for Scheduling DAG Applications. AIAI (2) (2023)
Stephen Nicholas Swatman, Ana Lucia Varbanescu, Andy D. Pimentel, Andreas Salzburger, Attila Krasznahorkay
Systematically Exploring High-Performance Representations of Vector Fields Through Compile-Time Composition. ICPE (2023)
Sudam Maduranga Wasala, Sobhan Niknam, Anuj Pathania, Clemens Grelck, Andy D. Pimentel
Lifetime Estimation for Core-Failure Resilient Multi-Core Processors. MCSoC (2023)
Ehsan Aghapour, Dolly Sapra, Andy D. Pimentel, Anuj Pathania
PELSI: Power-Efficient Layer-Switched Inference. RTCSA (2023)
Yixian Shen, Jun Xiao, Andy D. Pimentel
TCPS: a task and cache-aware partitioned scheduler for hard real-time multi-core systems. LCTES (2022)
Svetlana Minakova, Dolly Sapra, Todor P. Stefanov, Andy D. Pimentel
Scenario Based Run-Time Switching for Adaptive CNN-Based Applications at the Edge. ACM Trans. Embed. Comput. Syst. 21 (2) (2022)
Xavier Manuel van Dommelen, Machiel van der Bijl, Andy D. Pimentel
Model-Based Testing of Internet of Things Protocols. FMICS (2022)
Xiaotian Guo, Andy D. Pimentel, Todor P. Stefanov
AutoDiCE: Fully Automated Distributed CNN Inference at the Edge. CoRR (2022)
Dolly Sapra, Andy D. Pimentel
Designing convolutional neural networks with constrained evolutionary piecemeal training. Appl. Intell. 52 (15) (2022)
Jun Xiao, Yixian Shen, Andy D. Pimentel
Cache Interference-aware Task Partitioning for Non-preemptive Real-time Multi-core Systems. ACM Trans. Embed. Comput. Syst. 21 (3) (2022)
Marius Herget, Faezeh Sadat Saadatmand, Martin Bor, Ignacio González Alonso, Todor P. Stefanov, Benny Akesson, Andy D. Pimentel
Design Space Exploration for Distributed Cyber-Physical Systems: State-of-the-art, Challenges, and Directions. DSD (2022)
Xiaotian Guo, Andy D. Pimentel, Todor P. Stefanov
Hierarchical Design Space Exploration for Distributed CNN Inference at the Edge. PKDD/ECML Workshops (1) (2022)
Ehsan Aghapour, Dolly Sapra, Andy D. Pimentel, Anuj Pathania
CPU-GPU Layer-Switched Low Latency CNN Inference. DSD (2022)
Jelle van Dijk, Gábor Závodszky, Ana Lucia Varbanescu, Andy D. Pimentel, Alfons G. Hoekstra
Building a Fine-Grained Analytical Performance Model for Complex Scientific Simulations. PPAM (1) (2022)
Uraz Odyurt, Andy D. Pimentel, Ignacio Gonzalez Alonso
Improving the robustness of industrial Cyber-Physical Systems through machine learning-based performance anomaly identification. J. Syst. Archit. 131 (2022)
Ilja van Ipenburg, Dolly Sapra, Andy D. Pimentel
Exploring Cell-Based Neural Architectures for Embedded Systems. PKDD/ECML Workshops (1) (2021)
Uraz Odyurt, Dolly Sapra, Andy D. Pimentel
The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies. IEA/AIE (2) (2021)
Uraz Odyurt, Julius Roeder, Andy D. Pimentel, Ignacio Gonzalez Alonso, Cees de Laat
Power Passports for Fault Tolerance: Anomaly Detection in Industrial CPS Using Electrical EFB. ICPS (2021)
Sobhan Niknam, Anuj Pathania, Andy D. Pimentel
T-TSP: Transient-Temperature Based Safe Power Budgeting in Multi-/Many-Core Processors. ICCD (2021)
Dolly Sapra, Andy D. Pimentel
Constrained Evolutionary Piecemeal Training to Design Convolutional Neural Networks. IEA/AIE (2020)
Dolly Sapra, Andy D. Pimentel
Deep Learning Model Reuse and Composition in Knowledge Centric Networking. ICCCN (2020)
Jun Xiao, Andy D. Pimentel
CITTA: Cache Interference-aware Task Partitioning for Real-time Multi-core Systems. LCTES (2020)
Jun Xiao, Sebastian Altmeyer, Andy D. Pimentel
Schedulability Analysis of Global Scheduling for Multicore Systems With Shared Caches. IEEE Trans. Computers 69 (10) (2020)
Dolly Sapra, Andy D. Pimentel
An evolutionary optimization algorithm for gradually saturating objective functions. GECCO (2020)
Hugo Meyer, Uraz Odyurt, Andy D. Pimentel, Evangelos Paradas, Ignacio Gonzalez Alonso
An analytics-based method for performance anomaly classification in cyber-physical systems. SAC (2020)
Jun Xiao, Andy D. Pimentel, Xu Liu
CPpf: a prefetch aware LLC partitioning approach. ICPP (2019)
Uraz Odyurt, Hugo Meyer, Andy D. Pimentel, Evangelos Paradas, Ignacio Gonzalez Alonso
Software Passports for Automated Performance Anomaly Detection of Cyber-Physical Systems. SAMOS (2019)
Paolo Meloni, Daniela Loi, Paola Busia, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Todor P. Stefanov, Svetlana Minakova, Francesco Conti, Luca Benini, Maura Pintor, Battista Biggio, Bernhard Moser, Natalia Shepeleva, Nikos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo
Optimization and deployment of CNNs at the edge: the ALOHA experience. CF (2019)
Paolo Meloni, Daniela Loi, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Maura Pintor, Battista Biggio, Oscar Ripolles, David Solans, Francesco Conti, Luca Benini, Todor P. Stefanov, Svetlana Minakova, Bernhard Moser, Natalia Shepeleva, Michael Masin, Francesca Palumbo, Nikos Fragoulis, Ilias Theodorakopoulos
Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project. ICM (2018)
Paolo Meloni, Daniela Loi, Gianfranco Deriu, Andy D. Pimentel, Dolly Sapra, Bernhard Moser, Natalia Shepeleva, Francesco Conti, Luca Benini, Oscar Ripolles, David Solans, Maura Pintor, Battista Biggio, Todor P. Stefanov, Svetlana Minakova, Nikolaos Fragoulis, Ilias Theodorakopoulos, Michael Masin, Francesca Palumbo
ALOHA: an architectural-aware framework for deep learning at the edge. INTESA@ESWEEK (2018)
Uraz Odyurt, Hugo Meyer, Simon Polstra, Evangelos Paradas, Ignacio Gonzalez Alonso, Andy D. Pimentel
Communication-centric analysis of complex embedded computing systems: work-in-progress. EMSOFT (2018)
Hugo Meyer, Uraz Odyurt, Simon Polstra, Evangelos Paradas, Ignacio Gonzalez Alonso, Andy D. Pimentel
On the Effectiveness of Communication-Centric Modelling of Complex Embedded Systems. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Sima Sinaei, Omid Fatemi, Andy D. Pimentel
Run-time mapping algorithm for dynamic workloads using process merging transformations. SAMOS (2017)
Andy D. Pimentel
Exploring Exploration: A Tutorial Introduction to Embedded Systems Design Space Exploration. IEEE Des. Test 34 (1) (2017)
Jun Xiao, Andy D. Pimentel, Giuseppe Lipari
SysRT: A modular multiprocessor RTOS simulator for early design space exploration. SAMOS (2017)
Jun Xiao, Sebastian Altmeyer, Andy D. Pimentel
Schedulability Analysis of Non-preemptive Real-Time Scheduling for Multicore Processors with Shared Caches. RTSS (2017)
Boudewijn Braams, Sebastian Altmeyer, Andy D. Pimentel
EDiFy: An Execution time Distribution Finder. DAC (2017)
Sima Sinaei, Andy D. Pimentel, Omid Fatemi
Run-time resource allocation for embedded Multiprocessor System-on-Chip using tree-based design space exploration. DTIS (2017)
Jun Xiao, Silvano Chiaradonna, Felicita Di Giandomenico, Andy D. Pimentel
Improving voltage control in MV smart grids. SmartGridComm (2016)
Andres Goens, Robert Khasanov, Jerónimo Castrillón, Simon Polstra, Andy D. Pimentel
Why Comparing System-Level MPSoC Mapping Approaches is Difficult: A Case Study. MCSoC (2016)
Wei Quan, Andy D. Pimentel
Scenario-based run-time adaptive MPSoC systems. J. Syst. Archit. 62 (2016)
Wei Quan, Andy D. Pimentel
A hierarchical run-time adaptive resource allocation framework for large-scale MPSoC systems. Des. Autom. Embed. Syst. 20 (4) (2016)
Andy D. Pimentel
Perspectives on system-level MPSoC design space exploration. SAMOS (2016)
Roeland Douma, Sebastian Altmeyer, Andy D. Pimentel
Fast and precise cache performance estimation for out-of-order execution. DATE (2015)
Wei Quan, Andy D. Pimentel
A Hybrid Task Mapping Algorithm for Heterogeneous MPSoCs. ACM Trans. Embed. Comput. Syst. 14 (1) (2015)
Wei Quan, Andy D. Pimentel
Towards self-adaptive MPSoC systems with adaptivity throttling. SAMOS (2015)
Wei Quan, Andy D. Pimentel
A run-time self-adaptive resource allocation framework for MPSoC systems. ECCTD (2015)
Peter van Stralen, Andy D. Pimentel
Using chip multithreading to speed up scenario-based design space exploration: a case study. RAPIDO (2014)
Wei Quan, Andy D. Pimentel
A system-level simulation framework for evaluating task migration in MPSoCs. CASES (2014)
Roy Bakker, Michiel W. van Tol, Andy D. Pimentel
Emulating Asymmetric MPSoCs on the Intel SCC Many-Core Processor. PDP (2014)
Wei Quan, Andy D. Pimentel
Towards Exploring Vast MPSoC Mapping Design Spaces Using a Bias-Elitist Evolutionary Approach. DSD (2014)
Zai Jian Jia, Antonio Núñez, Tomás Bautista, Andy D. Pimentel
A two-phase design space exploration strategy for system-level real-time application mapping onto MPSoC. Microprocess. Microsystems 38 (1) (2014)
Wei Quan, Andy D. Pimentel
Exploring Task Mappings on Heterogeneous MPSoCs using a Bias-Elitist Genetic Algorithm. CoRR (2014)
Mark Thompson, Andy D. Pimentel
Exploiting domain knowledge in system-level MPSoC design space exploration. J. Syst. Archit. 59 (7) (2013)
Zai Jian Jia, Tomás Bautista, Antonio Núñez, Andy D. Pimentel, Mark Thompson
A system-level infrastructure for multidimensional MP-SoC design space co-exploration. ACM Trans. Embed. Comput. Syst. 13 (1s) (2013)
Peter van Stralen, Andy D. Pimentel
Fitness Prediction Techniques for Scenario-Based Design Space Exploration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32 (8) (2013)
Wei Quan, Andy D. Pimentel
A scenario-based run-time task mapping algorithm for MPSoCs. DAC (2013)
Wei Quan, Andy D. Pimentel
An iterative multi-application mapping algorithm for heterogeneous MPSoCs. ESTIMedia (2013)
Toktam Taghavi, Andy D. Pimentel, Mojtaba Sabeghi
VMODEX: A novel visualization tool for rapid analysis of heuristic-based multi-objective design space exploration of heterogeneous MPSoC architectures. Simul. Model. Pract. Theory 22 (2012)
Paolo Meloni, Sebastiano Pomata, Luigi Raffo, Roberta Piscitelli, Andy D. Pimentel
Combining on-hardware prototyping and high-level simulation for DSE of multi-ASIP systems. ICSAMOS (2012)
Andy D. Pimentel, Naehyuck Chang, Mladen Berekovic
Introduction to special section ESTIMedia'09. ACM Trans. Embed. Comput. Syst. 11 (4) (2012)
Peter van Stralen, Andy D. Pimentel
Fast Scenario-Based Design Space Exploration using Feature Selection. ARCS Workshops (2012)
Kamana Sigdel, Carlo Galuzzi, Koen Bertels, Mark Thompson, Andy D. Pimentel
Evaluation of Runtime Task Mapping Using the rSesame Framework. Int. J. Reconfigurable Comput. 2012 (2012)
Roberta Piscitelli, Andy D. Pimentel
Design space pruning through hybrid analysis in system-level design space exploration. DATE (2012)
Peter van Stralen, Andy D. Pimentel
A SAFE approach towards early design space exploration of fault-tolerant multimedia MPSoCs. CODES+ISSS (2012)
Roberta Piscitelli, Andy D. Pimentel
A High-Level Power Model for MPSoC on FPGA. IEEE Comput. Archit. Lett. 11 (1) (2012)
Mladen Berekovic, Samarjit Chakraborty, Petru Eles, Andy D. Pimentel
Introduction to the Special Section on ESTIMedia'08. ACM Trans. Embed. Comput. Syst. 11 (S1) (2012)
Roberta Piscitelli, Andy D. Pimentel
A Signature-Based Power Model for MPSoC on FPGA. VLSI Design 2012 (2012)
Roberta Piscitelli, Andy D. Pimentel
Interleaving methods for hybrid system-level MPSoC design space exploration. ICSAMOS (2012)
Emanuele Cannella, Lorenzo Di Gregorio, Leandro Fiorin, Menno Lindwer, Paolo Meloni, Olaf Neugebauer, Andy D. Pimentel
Towards an ESL design framework for adaptive and fault-tolerant MPSoCs: MADNESS or not? ESTIMedia (2011)
Toktam Taghavi, Andy D. Pimentel
Techniques and Visualization Approaches for Analyzing Local and Global Pareto Optimal Sets in Multi-Objective Design Space Exploration. ARCS Workshops (2011)
Roberta Piscitelli, Andy D. Pimentel
A High-Level Power Model for MPSoC on FPGA. IPDPS Workshops (2011)
Toktam Taghavi, Andy D. Pimentel
Design metrics and visualization techniques for analyzing the performance of MOEAs in DSE. ICSAMOS (2011)
Stanley Jaddoe, Mark Thompson, Andy D. Pimentel
Signature-Based Calibration of Analytical Performance Models for System-Level Design Space Exploration. Trans. High Perform. Embed. Archit. Compil. 4 (2011)
Zai Jian Jia, Andy D. Pimentel, Mark Thompson, Tomás Bautista, Antonio Núñez
NASA: A generic infrastructure for system-level MP-SoC design space exploration. ESTIMedia (2010)
Peter van Stralen, Andy D. Pimentel
A trace-based scenario database for high-level simulation of multimedia MP-SoCs. ICSAMOS (2010)
Toktam Taghavi, Andy D. Pimentel
Visualization of Multi-objective Design Space Exploration for Embedded Systems. DSD (2010)
Kamana Sigdel, Mark Thompson, Carlo Galuzzi, Andy D. Pimentel, Koen Bertels
Evaluation of runtime task mapping heuristics with rSesame - a case study. DATE (2010)
Peter van Stralen, Andy D. Pimentel
Scenario-based design space exploration of MPSoCs. ICCD (2010)
Peter van Stralen, Andy D. Pimentel
A High-level Microprocessor Power Modeling Technique Based on Event Signatures. J. Signal Process. Syst. 60 (2) (2010)
Toktam Taghavi, Andy D. Pimentel
VMODEX: A visualization tool for multi-objective Design Space Exploration. FPT (2010)
Kamana Sigdel, Carlo Galuzzi, Koen Bertels, Mark Thompson, Andy D. Pimentel
Runtime Task Mapping Based on Hardware Configuration Reuse. ReConFig (2010)
Mladen Berekovic, Andy D. Pimentel
Editorial. J. Signal Process. Syst. 60 (2) (2010)
Naehyuck Chang, Jörg Henkel, Andy D. Pimentel, Petru Eles
Message from the chairs. ESTIMedia (2010)
Andy D. Pimentel, Naehyuck Chang, Petru Eles, Samarjit Chakraborty
workshop on embedded systems for Real-Time multimedia (ESTIMedia 2009). ESTIMedia (2009)
Toktam Taghavi, Andy D. Pimentel, Mark Thompson
System-level MP-SoC design space exploration using tree visualization. ESTIMedia (2009)

Andy D. Pimentel.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Andy D. Pimentel