Geoff V. Merrett

Orcid: 0000-0003-4980-3894

Affiliations:
  • University of Southampton, Southampton, UK


According to our database1, Geoff V. Merrett authored at least 143 papers between 2004 and 2024.

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Bibliography

2024
Enabling ImageNet-Scale Deep Learning on MCUs for Accurate and Efficient Inference.
IEEE Internet Things J., April, 2024

Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices.
CoRR, 2024

Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Welcome Message from the Chairs.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

FPGA Acceleration of Dynamic Neural Networks: Challenges and Advancements.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

Evaluating Routing Protocols for Intermittent Energy Harvesting IoT Networks.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

2023
Maximising mobile user experience through self-adaptive content- and ambient-aware display brightness scaling.
J. Syst. Archit., December, 2023

Pragmatic Memory-System Support for Intermittent Computing Using Emerging Nonvolatile Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023

Energy-Efficient Memory Tracing for State Retention in Transient Computing Systems.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

Content- and Lighting-Aware Adaptive Brightness Scaling for Improved Mobile User Experience.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022
QUAREM: Maximising QoE Through Adaptive Resource Management in Mobile MPSoC Platforms.
ACM Trans. Embed. Comput. Syst., 2022

Exploring the Effect of Energy Storage Sizing on Intermittent Computing System Performance.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A High-Level Approach for Energy Efficiency Improvement of FPGAs by Voltage Trimming.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Similarity-Aware CNN for Efficient Video Recognition at the Edge.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Mesh Networking for Intermittently Powered Devices: Architecture and Challenges.
IEEE Netw., 2022

Guest Editorial: Special issue on battery-free computing.
IET Comput. Digit. Tech., 2022

Dynamic DNNs Meet Runtime Resource Management on Mobile and Embedded Platforms.
CoRR, 2022

Multi-Source Multi-Destination Hybrid Infrastructure-Aided Traffic Aware Routing in V2V/I Networks.
IEEE Access, 2022

Multihop Networking for Intermittent Devices.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

TinyOps: ImageNet Scale Deep Learning on Microcontrollers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Improving the Forward Progress of Transient Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Mitigating Interactive Performance Degradation From Mobile Device Thermal Throttling.
IEEE Embed. Syst. Lett., 2021

Intermittent Opportunistic Routing Components for the INET Framework.
CoRR, 2021

Temporal Early Exits for Efficient Video Object Detection.
CoRR, 2021

Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms.
CoRR, 2021

Partner selection in self-organised wireless sensor networks for opportunistic energy negotiation: A multi-armed bandit based approach.
Ad Hoc Networks, 2021

Dynamic Transformer for Efficient Machine Translation on Embedded Devices.
Proceedings of the 3rd ACM/IEEE Workshop on Machine Learning for CAD, 2021

Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Emergent design challenges for embedded systems and paths forward: mixed-criticality, energy, reliability and security perspectives.
Proceedings of the CODES/ISSS 2021, 2021

Wake-up Radio-enabled Intermittently-powered Devices for Mesh Networking: A Power Analysis.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

GhostShiftAddNet: More Features from Energy-Efficient Operations.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
AdaMD: Adaptive Mapping and DVFS for Energy-Efficient Heterogeneous Multicores.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Collaborative Adaptation for Energy-Efficient Heterogeneous Mobile SoCs.
IEEE Trans. Computers, 2020

Internet of MIMO Things: UAV-Assisted Wireless-Powered Networks for Future Smart Cities.
IEEE Internet Things Mag., 2020

Dynamic Energy and Thermal Management of Multi-core Mobile Platforms: A Survey.
IEEE Des. Test, 2020

Efficient Deployment of UAV-powered Sensors for Optimal Coverage and Connectivity.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Adaptive Energy Budgeting for Atomic Operations in Intermittently-Powered Systems.
Proceedings of the 8th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2020

Energy-aware HW/SW Co-modeling of Batteryless Wireless Sensor Nodes.
Proceedings of the 8th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2020

Comparing NVM Technologies through the Lens of Intermittent Computation.
Proceedings of the 8th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2020

Fused: Closed-Loop Performance and Energy Simulation of Embedded Systems.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2020

Optimising Resource Management for Embedded Machine Learning.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019
Energy-Neutral Wireless-Powered Networks.
IEEE Wirel. Commun. Lett., 2019

Predictive Thermal Management for Energy-Efficient Execution of Concurrent Applications on Heterogeneous Multicores.
IEEE Trans. Very Large Scale Integr. Syst., 2019

Momentum: Power-neutral Performance Scaling with Intrinsic MPPT for Energy Harvesting Computing Systems.
ACM Trans. Embed. Comput. Syst., 2019

Practical Implementation of Memristor-Based Threshold Logic Gates.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Selective policies for efficient state retention in transiently-powered embedded systems: Exploiting properties of NVM technologies.
Sustain. Comput. Informatics Syst., 2019

A Low-Complexity Machine Learning Nitrate Loss Predictive Model-Towards Proactive Farm Management in a Networked Catchment.
IEEE Access, 2019

Energy Harvesting Meets IoT: Fuelling Adoption of Transient Computing in Embedded Systems.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

A Digital In-Analogue Out Logic Gate Based on Metal-Oxide Memristor Devices.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

The Circuit Breaker Pattern Targeted to Future IoT Applications.
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019

BRB: Mitigating Branch Predictor Side-Channels.
Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019

Efficient State Retention through Paged Memory Management for Reactive Transient Computing.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018
Inter-Cluster Thread-to-Core Mapping and DVFS on Heterogeneous Multi-Cores.
IEEE Trans. Multi Scale Comput. Syst., 2018

Runtime Performance and Power Optimization of Parallel Disparity Estimation on Many-Core Platforms.
ACM Trans. Embed. Comput. Syst., 2018

High-Speed Low-Complexity Guided Image Filtering-Based Disparity Estimation.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

RESTOP: Retaining External Peripheral State in Intermittently-Powered Sensor Systems.
Sensors, 2018

A model-based framework for software portability and verification in embedded power management systems.
J. Syst. Archit., 2018

Internet-of-Things and big data for smarter healthcare: From device to architecture, applications and analytics.
Future Gener. Comput. Syst., 2018

Automated Negotiation for Opportunistic Energy Trading Between Neighbouring Wireless Sensor Networks.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Enabling intermittent computing on high-performance out-of-order processors.
Proceedings of the 6th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2018

An Energy-driven Wireless Bicycle Trip Counter with Zero Energy Storage.
Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, SenSys 2018, 2018

An Application- and Platform-agnostic Runtime Management Framework for Multicore Systems.
Proceedings of the 8th International Joint Conference on Pervasive and Embedded Computing and Communication Systems, 2018

Hardware-Validated CPU Performance and Energy Modelling.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2018

Workload-Aware Runtime Energy Management for HPC Systems.
Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

Graceful Performance Adaption through Hardware-Software Interaction for Autonomous Battery Management of Multicore Smartphones.
Proceedings of the Ninth International Green and Sustainable Computing Conference, 2018

Online concurrent workload classification for multi-core energy management.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017
Nucleus: Finding the Sharing Limit of Heterogeneous Cores.
ACM Trans. Embed. Comput. Syst., 2017

Energy-Efficient Run-Time Mapping and Thread Partitioning of Concurrent OpenCL Applications on CPU-GPU MPSoCs.
ACM Trans. Embed. Comput. Syst., 2017

Accurate and Stable Run-Time Power Modeling for Mobile and Embedded CPUs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

Learning-Based Run-Time Power and Energy Management of Multi/Many-Core Systems: Current and Future Trends.
J. Low Power Electron., 2017

Wearable and autonomous computing for future smart cities: Open challenges.
Proceedings of the 25th International Conference on Software, 2017

Applications of Energy-Driven and Transient Computing: A Wireless Bicycle Trip Counter.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Applications of Energy-Driven Computing: A Transiently-Powered Wireless Cycle Computer.
Proceedings of the Fifth ACM International Workshop on Energy Harvesting and Energy-Neutral Sensing Systems, 2017

A Generic Middleware for External Peripheral State Retention in Transiently-Powered Sensor Systems.
Proceedings of the Fifth ACM International Workshop on Energy Harvesting and Energy-Neutral Sensing Systems, 2017

Empirical CPU power modelling and estimation in the gem5 simulator.
Proceedings of the 27th International Symposium on Power and Timing Modeling, 2017

Exploring ARM mbed support for transient computing in energy harvesting IoT systems.
Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017

Online tuning of Dynamic Power Management for efficient execution of interactive workloads.
Proceedings of the 2017 IEEE/ACM International Symposium on Low Power Electronics and Design, 2017

Reliable mapping and partitioning of performance-constrained openCL applications on CPU-GPU MPSoCs.
Proceedings of the 15th IEEE/ACM Symposium on Embedded Systems for Real-Time Multimedia, 2017

Hardware and software innovations in energy-efficient system-reliability monitoring.
Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2017

Energy-driven computing: Rethinking the design of energy harvesting systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Power neutral performance scaling for energy harvesting MP-SoCs.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Machine learning for run-time energy optimisation in many-core systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016
Adaptive and Hierarchical Runtime Manager for Energy-Aware Thermal Management of Embedded Systems.
ACM Trans. Embed. Comput. Syst., 2016

Learning Transfer-Based Adaptive Energy Minimization in Embedded Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

Hibernus++: A Self-Calibrating and Adaptive System for Transiently-Powered Embedded Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

Graceful Performance Modulation for Power-Neutral Transient Computing Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

Workload Change Point Detection for Runtime Thermal Management of Embedded Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

Experimental validation of opportunistic direct interconnection between different Wireless Sensor Networks.
Proceedings of the IEEE Sensors Applications Symposium, 2016

Thermally-aware composite run-time CPU power models.
Proceedings of the 26th International Workshop on Power and Timing Modeling, 2016

Improving learning of electronic engineering skills through e-learning: A case study.
Proceedings of the 11th European Workshop on Microelectronics Education, 2016

Design and implementation of an adaptive learning system: An MSc project experience.
Proceedings of the 11th European Workshop on Microelectronics Education, 2016

The slowdown or race-to-idle question: Workload-aware energy optimization of SMT multicore platforms under process variation.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Invited - Energy harvesting and transient computing: a paradigm shift for embedded systems?
Proceedings of the 53rd Annual Design Automation Conference, 2016

2015
Hibernus: Sustaining Computation During Intermittent Supply for Energy-Harvesting Systems.
IEEE Embed. Syst. Lett., 2015

A traffic-aware street lighting scheme for Smart Cities using autonomous networked sensors.
Comput. Electr. Eng., 2015

Predicting discharge using a low complexity machine learning model.
Comput. Electron. Agric., 2015

A model-based trace testing approach for validation of formal co-simulation models.
Proceedings of the Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, 2015

Enspect: A Complete Tool using Modeling and Real Data to Assist the Design of Energy Harvesting Systems.
Proceedings of the 3rd International Workshop on Energy Harvesting & Energy Neutral Sensing Systems, 2015

Poster: Enspect: Simplifying the Design of Energy Harvesting Systems.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

ENSsys 2015: 3rd International Workshop on Energy Harvesting and Energy Neutral Sensing Systems.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Poster: Solar-Powered Adaptive Street Lighting Evaluated with Real Traffic and Sunlight Data.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Approaches to Transient Computing for Energy Harvesting Systems: A Quantitative Evaluation.
Proceedings of the 3rd International Workshop on Energy Harvesting & Energy Neutral Sensing Systems, 2015

Data-driven low-complexity nitrate loss model utilizing sensor information - Towards collaborative farm management with wireless sensor networks.
Proceedings of the IEEE Sensors Applications Symposium, 2015

Empirical evaluation of OI-MAC: Direct interconnection between wireless sensor networks for collaborative monitoring.
Proceedings of the IEEE Sensors Applications Symposium, 2015

Application-specific memory protection policies for energy-efficient reliable design.
Proceedings of the 2015 International Symposium on Rapid System Prototyping, 2015

Adaptive energy minimization of embedded heterogeneous systems using regression-based learning.
Proceedings of the 25th International Workshop on Power and Timing Modeling, 2015

Towards Automatic Code Generation of Run-Time Power Management for Embedded Systems Using Formal Methods.
Proceedings of the IEEE 9th International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2015

Hardware-software interaction for run-time power optimization: A case study of embedded Linux on multicore smartphones.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2015

Adaptive Energy Minimization of OpenMP Parallel Applications on Many-Core Systems.
Proceedings of the 6th Workshop on Parallel Programming and Run-Time Management Techniques for Many-core Architectures and the 4th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, 2015

Workload uncertainty characterization and adaptive frequency scaling for energy minimization of embedded systems.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

2014
Active Mode Subclock Power Gating.
IEEE Trans. Very Large Scale Integr. Syst., 2014

A Hidden Markov Model-Based Acoustic Cicada Detector for Crowdsourced Smartphone Biodiversity Monitoring.
J. Artif. Intell. Res., 2014

A Formal Co-Simulation Approach for Wireless Sensor Network Development.
Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2014

Energy-neutral solar-powered street lighting with predictive and adaptive behaviour.
Proceedings of the 2nd International Workshop on Energy Neutral Sensing Systems, 2014

Enabling opportunistic energy trading between overlapping energy harvesting wireless sensor networks.
Proceedings of the 2nd International Workshop on Energy Neutral Sensing Systems, 2014

Field testing a rare species bioacoustic smartphone application: Challenges and future considerations.
Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

Reinforcement Learning-Based Inter- and Intra-Application Thermal Optimization for Lifetime Improvement of Multicore Systems.
Proceedings of the 51st Annual Design Automation Conference 2014, 2014

Listening to the forest and its curators: lessons learnt from a bioacoustic smartphone application deployment.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013
Improved State Integrity of Flip-Flops for Voltage Scaled Retention Under PVT Variation.
IEEE Trans. Circuits Syst. I Regul. Pap., 2013

Energy-efficient data acquisition for accurate signal estimation in wireless sensor networks.
EURASIP J. Wirel. Commun. Netw., 2013

Adding value to WSN simulation through formal modelling and analysis.
Proceedings of the 4th International Workshop on Software Engineering for Sensor Network Applications, 2013

Tunable vibration energy harvester.
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems, 2013

Opportunistic energy trading between co-located energy-harvesting wireless sensor networks.
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems, 2013

Energy and Accuracy Trade-Offs in Accelerometry-Based Activity Recognition.
Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

Opportunistic Direct Interconnection between Co-Located Wireless Sensor Networks.
Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

A survey of multi-source energy harvesting systems.
Proceedings of the Design, Automation and Test in Europe, 2013

DoE-based performance optimization of energy management in sensor nodes powered by tunable energy-harvesters.
Proceedings of the Design, Automation and Test in Europe, 2013

2012
Photovoltaic Sample-and-Hold Circuit Enabling MPPT Indoors for Low-Power Systems.
IEEE Trans. Circuits Syst. I Regul. Pap., 2012

An Explicit Linearized State-Space Technique for Accelerated Simulation of Electromagnetic Vibration Energy Harvesters.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012

Towards a principled and evolvable approach to software development for future wireless sensor networks.
Proceedings of the Third International Workshop on Software Engineering for Sensor Network Applications, 2012

Supercapacitor leakage in energy-harvesting sensor nodes: Fact or fiction?
Proceedings of the Ninth International Conference on Networked Sensing, 2012

Design of a linearized magnetic spring for body-worn inertial energy harvesters.
Proceedings of the Ninth International Conference on Networked Sensing, 2012

2011
Accurate Supercapacitor Modeling for Energy Harvesting Wireless Sensor Nodes.
IEEE Trans. Circuits Syst. II Express Briefs, 2011

A low-power, distributed, pervasive healthcare system for supporting memory.
Proceedings of the First ACM MobiHoc Workshop on Pervasive Wireless Healthcare, 2011

Ultra low-power photovoltaic MPPT technique for indoor and outdoor wireless sensor nodes.
Proceedings of the Design, Automation and Test in Europe, 2011

Accelerated simulation of tunable vibration energy harvesting systems using a linearised state-space technique.
Proceedings of the Design, Automation and Test in Europe, 2011

2009
Energy-Aware Simulation for Wireless Sensor Networks.
Proceedings of the Sixth Annual IEEE Communications Society Conference on Sensor, 2009

2008
Energy- and information-managed wireless sensor networks : modelling and simulation.
PhD thesis, 2008

An Empirical Energy Model for Supercapacitor Powered Wireless Sensor Nodes.
Proceedings of the 17th International Conference on Computer Communications and Networks, 2008

A Structured Hardware/Software Architecture for Embedded Sensor Nodes.
Proceedings of the 17th International Conference on Computer Communications and Networks, 2008

Iterative Decoding for Redistributing Energy Consumption in Wireless Sensor Networks.
Proceedings of the 17th International Conference on Computer Communications and Networks, 2008

2004
Leakage Power Analysis and Comparison of Deep Submicron Logic Gates.
Proceedings of the Integrated Circuit and System Design, 2004


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