List of works - Marina Zapater

A Machine Learning-Based Strategy for Efficient Resource Management of Video Encoding on Heterogeneous MPSoCs

article

A Trust and Reputation System for Energy Optimization in Cloud Data Centers

scholarly article published June 2015

A machine learning-based approach for power and thermal management of next-generation video coding on MPSoCs

scholarly article published 2017

A novel energy-driven computing paradigm for e-health scenarios

article

Comparative study of meta-heuristic 3D floorplanning algorithms

Compiler optimizations as a countermeasure against side-channel analysis in MSP430-based devices.

scientific article

Design of a Two-Phase Gravity-Driven Micro-Scale Thermosyphon Cooling System for High-Performance Computing Data Centers

DroneBandit: Multi-armed contextual bandits for collaborative edge-to-cloud inference in resource-constrained nanodrones

scientific article published on 10 June 2024

Dynamic workload and cooling management in high-efficiency data centers

Energy proportionality in near-threshold computing servers and cloud data centers: Consolidating or Not?

Energy-Aware Policies in Ubiquitous Computing Facilities

scholarly article published 8 January 2015

Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering

Fast Energy Estimation Through Partial Execution of HPC Applications

GreenDisc: A HW/SW Energy Optimization Framework in Globally Distributed Computation

Integrating Heuristic and Machine-Learning Methods for Efficient Virtual Machine Allocation in Data Centers

scholarly article by Ali Pahlevan et al published August 2018 in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Intermediate Address Space: virtual memory optimization of heterogeneous architectures for cache-resident workloads

scientific article published on 20 April 2024

Leakage and Temperature Aware Server Control for Improving Energy Efficiency in Data Centers

Leakage-Aware Cooling Management for Improving Server Energy Efficiency

Leveraging Heterogeneity for Energy Minimization in Data Centers

MANGO: Exploring Manycore Architectures for Next-GeneratiOn HPC Systems

scholarly article published August 2017

Machine Learning-Based Quality-Aware Power and Thermal Management of Multistream HEVC Encoding on Multicore Servers

scholarly article by Arman Iranfar et al published 1 October 2018 in IEEE Transactions on Parallel and Distributed Systems

Multiagent Reinforcement Learning for Hyperparameter Optimization of Convolutional Neural Networks

scientific article published in 2022

Online efficient bio-medical video transcoding on MPSoCs through content-aware workload allocation

Power transmission and workload balancing policies in eHealth mobile cloud computing scenarios

article

PowerCool: Simulation of Cooling and Powering of 3D MPSoCs with Integrated Flow Cell Arrays

Project-Based Learning and Agile Methodologies in Electronic Courses: Effect of Student Population and Open Issues

RFID Performance in Localization Systems

Reconsidering the performance of DEVS modeling and simulation environments using the DEVStone benchmark

Runtime data center temperature prediction using Grammatical Evolution techniques

Server Power Modeling for Run-time Energy Optimization of Cloud Computing Facilities

scholarly article by Patricia Arroba et al published 2014 in Energy Procedia

Thermal characterization of next-generation workloads on heterogeneous MPSoCs

article

Towards Near-Threshold Server Processors

Ubiquitous green computing techniques for high demand applications in Smart environments

scientific article published on 03 August 2012

List of works by Marina Zapater

A Machine Learning-Based Strategy for Efficient Resource Management of Video Encoding on Heterogeneous MPSoCs

A Trust and Reputation System for Energy Optimization in Cloud Data Centers

A machine learning-based approach for power and thermal management of next-generation video coding on MPSoCs

A novel energy-driven computing paradigm for e-health scenarios

Comparative study of meta-heuristic 3D floorplanning algorithms

Compiler optimizations as a countermeasure against side-channel analysis in MSP430-based devices.

Design of a Two-Phase Gravity-Driven Micro-Scale Thermosyphon Cooling System for High-Performance Computing Data Centers

DroneBandit: Multi-armed contextual bandits for collaborative edge-to-cloud inference in resource-constrained nanodrones

Dynamic workload and cooling management in high-efficiency data centers

Energy proportionality in near-threshold computing servers and cloud data centers: Consolidating or Not?

Energy-Aware Policies in Ubiquitous Computing Facilities

Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering

Fast Energy Estimation Through Partial Execution of HPC Applications

GreenDisc: A HW/SW Energy Optimization Framework in Globally Distributed Computation

Integrating Heuristic and Machine-Learning Methods for Efficient Virtual Machine Allocation in Data Centers

Intermediate Address Space: virtual memory optimization of heterogeneous architectures for cache-resident workloads

Leakage and Temperature Aware Server Control for Improving Energy Efficiency in Data Centers

Leakage-Aware Cooling Management for Improving Server Energy Efficiency

Leveraging Heterogeneity for Energy Minimization in Data Centers

MANGO: Exploring Manycore Architectures for Next-GeneratiOn HPC Systems

Machine Learning-Based Quality-Aware Power and Thermal Management of Multistream HEVC Encoding on Multicore Servers

Multiagent Reinforcement Learning for Hyperparameter Optimization of Convolutional Neural Networks

Online efficient bio-medical video transcoding on MPSoCs through content-aware workload allocation

Power transmission and workload balancing policies in eHealth mobile cloud computing scenarios

PowerCool: Simulation of Cooling and Powering of 3D MPSoCs with Integrated Flow Cell Arrays

Project-Based Learning and Agile Methodologies in Electronic Courses: Effect of Student Population and Open Issues

RFID Performance in Localization Systems

Reconsidering the performance of DEVS modeling and simulation environments using the DEVStone benchmark

Runtime data center temperature prediction using Grammatical Evolution techniques

Server Power Modeling for Run-time Energy Optimization of Cloud Computing Facilities

Thermal characterization of next-generation workloads on heterogeneous MPSoCs

Towards Near-Threshold Server Processors

Ubiquitous green computing techniques for high demand applications in Smart environments

Unsupervised Power Modeling of Co-Allocated Workloads for Energy Efficiency in Data Centers

Using Grammatical Evolution Techniques to Model the Dynamic Power Consumption of Enterprise Servers

[2010] Avoiding Side-Channel Attacks in Embedded Systems with Non-deterministic Branches

[2010] Combined Dynamic-Static Approach for Thermal-Awareness in Heterogeneous Data Centers