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Geoff V. Merrett
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- affiliation: University of Southampton, Southampton, UK
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2020 – today
- 2024
- [j49]Sulaiman Sadiq, Jonathon S. Hare, Simon Craske, Partha Maji, Geoff V. Merrett:
Enabling ImageNet-Scale Deep Learning on MCUs for Accurate and Efficient Inference. IEEE Internet Things J. 11(7): 11471-11479 (2024) - [c89]Sara A. Alsodairi, Alex S. Weddell, Nawfal F. Al Hashimy, Geoff V. Merrett:
Evaluating Routing Protocols for Intermittent Energy Harvesting IoT Networks. COINS 2024: 1-6 - [c88]Anastasios Dimitriou, Benjamin Biggs, Jonathon S. Hare, Geoff V. Merrett:
FPGA Acceleration of Dynamic Neural Networks: Challenges and Advancements. COINS 2024: 1-5 - [c87]Amit Singh, Payam Barnaghi, Geoff V. Merrett, Eiman Kanjo, Rishad A. Shafik, Aurora Gil de Castro, Florenc Demrozi, Federica Zonzini, Amna Anwar, Bipin Rajendran, Osvaldo Simeone:
Welcome Message from the Chairs. COINS 2024: 1 - [c86]Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon S. Hare, Geoff V. Merrett:
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices. DATE 2024: 1-2 - [i11]Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon S. Hare, Geoff V. Merrett:
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices. CoRR abs/2401.08943 (2024) - [i10]Lei Xun, Jonathon S. Hare, Geoff V. Merrett:
Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices. CoRR abs/2401.08965 (2024) - 2023
- [j48]Samuel Isuwa, David Amos, Amit Kumar Singh, Bashir M. Al-Hashimi, Geoff V. Merrett:
Maximising mobile user experience through self-adaptive content- and ambient-aware display brightness scaling. J. Syst. Archit. 145: 103023 (2023) - [j47]Sivert T. Sliper, William Wang, Nikos Nikoleris, Alex S. Weddell, Anand Savanth, Pranay Prabhat, Geoff V. Merrett:
Pragmatic Memory-System Support for Intermittent Computing Using Emerging Nonvolatile Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(1): 95-108 (2023) - [c85]Anstasios Dimitriou, Mingyu Hu, Jonathon S. Hare, Geoff V. Merrett:
Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs. DATE 2023: 1-2 - [c84]Samuel Isuwa, David Amos, Amit Kumar Singh, Bashir M. Al-Hashimi, Geoff V. Merrett:
Content- and Lighting-Aware Adaptive Brightness Scaling for Improved Mobile User Experience. DATE 2023: 1-2 - [c83]Theodoros D. Verykios, Domenico Balsamo, Geoff V. Merrett:
Energy-Efficient Memory Tracing for State Retention in Transient Computing Systems. IWASI 2023: 63-68 - 2022
- [j46]Teodor Ivanescu, Halil Yetgin, Geoff V. Merrett, Mohammed El-Hajjar:
Multi-Source Multi-Destination Hybrid Infrastructure-Aided Traffic Aware Routing in V2V/I Networks. IEEE Access 10: 119956-119969 (2022) - [j45]Geoff V. Merrett, Bernd-Christian Renner, Brandon Lucia:
Guest Editorial: Special issue on battery-free computing. IET Comput. Digit. Tech. 16(4): 89-90 (2022) - [j44]Edward Longman, Oktay Cetinkaya, Mohammed El-Hajjar, Geoff V. Merrett:
Mesh Networking for Intermittently Powered Devices: Architecture and Challenges. IEEE Netw. 36(3): 122-128 (2022) - [j43]Jie Zhan, Geoff V. Merrett, Alex S. Weddell:
Exploring the Effect of Energy Storage Sizing on Intermittent Computing System Performance. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(3): 492-501 (2022) - [j42]Mehdi Safarpour, Lei Xun, Geoff V. Merrett, Olli Silvén:
A High-Level Approach for Energy Efficiency Improvement of FPGAs by Voltage Trimming. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3548-3552 (2022) - [j41]Amin Sabet, Jonathon S. Hare, Bashir M. Al-Hashimi, Geoff V. Merrett:
Similarity-Aware CNN for Efficient Video Recognition at the Edge. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4901-4914 (2022) - [j40]Samuel Isuwa, Somdip Dey, Andre P. Ortega, Amit Kumar Singh, Bashir M. Al-Hashimi, Geoff V. Merrett:
QUAREM: Maximising QoE Through Adaptive Resource Management in Mobile MPSoC Platforms. ACM Trans. Embed. Comput. Syst. 21(4): 38:1-38:29 (2022) - [c82]Sulaiman Sadiq, Jonathon S. Hare, Partha Maji, Simon Craske, Geoff V. Merrett:
TinyOps: ImageNet Scale Deep Learning on Microcontrollers. CVPR Workshops 2022: 2701-2705 - [c81]Edward Longman, Mohammed El-Hajjar, Geoff V. Merrett:
Multihop Networking for Intermittent Devices. SenSys 2022: 878-884 - [i9]Lei Xun, Bashir M. Al-Hashimi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic DNNs Meet Runtime Resource Management on Mobile and Embedded Platforms. CoRR abs/2206.02525 (2022) - 2021
- [j39]Andre P. Ortega, Sarvapali D. Ramchurn, Long Tran-Thanh, Geoff V. Merrett:
Partner selection in self-organised wireless sensor networks for opportunistic energy negotiation: A multi-armed bandit based approach. Ad Hoc Networks 112: 102354 (2021) - [j38]James R. B. Bantock, Bashir M. Al-Hashimi, Geoff V. Merrett:
Mitigating Interactive Performance Degradation From Mobile Device Thermal Throttling. IEEE Embed. Syst. Lett. 13(1): 5-8 (2021) - [j37]Tim Daulby, Anand Savanth, Geoff V. Merrett, Alex S. Weddell:
Improving the Forward Progress of Transient Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(3): 444-452 (2021) - [c80]Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
GhostShiftAddNet: More Features from Energy-Efficient Operations. BMVC 2021: 94 - [c79]Edward Longman, Oktay Cetinkaya, Mohammed El-Hajjar, Geoff V. Merrett:
Wake-up Radio-enabled Intermittently-powered Devices for Mesh Networking: A Power Analysis. CCNC 2021: 1-6 - [c78]Siva Satyendra Sahoo, Akash Kumar, Martin Decky, Samuel Chang Bing Wong, Geoff V. Merrett, Yinyuan Zhao, Jiachen Wang, Xiaohang Wang, Amit Kumar Singh:
Emergent design challenges for embedded systems and paths forward: mixed-criticality, energy, reliability and security perspectives. CODES+ISSS 2021: 1-10 - [c77]Wei Lou, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms. CVPR Workshops 2021: 3110-3118 - [c76]Hishan Parry, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic Transformer for Efficient Machine Translation on Embedded Devices. MLCAD 2021: 1-6 - [i8]Wei Lou, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms. CoRR abs/2105.03596 (2021) - [i7]Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett:
Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms. CoRR abs/2105.03600 (2021) - [i6]Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett:
Optimising Resource Management for Embedded Machine Learning. CoRR abs/2105.03608 (2021) - [i5]Amin Sabet, Jonathon S. Hare, Bashir M. Al-Hashimi, Geoff V. Merrett:
Temporal Early Exits for Efficient Video Object Detection. CoRR abs/2106.11208 (2021) - [i4]Hishan Parry, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic Transformer for Efficient Machine Translation on Embedded Devices. CoRR abs/2107.08199 (2021) - [i3]Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
GhostShiftAddNet: More Features from Energy-Efficient Operations. CoRR abs/2109.09495 (2021) - [i2]Edward Longman, Mohammed El-Hajjar, Geoff V. Merrett:
Intermittent Opportunistic Routing Components for the INET Framework. CoRR abs/2109.12047 (2021) - 2020
- [j36]Amit Kumar Singh, Somdip Dey, Klaus D. McDonald-Maier, Basireddy Karunakar Reddy, Geoff V. Merrett, Bashir M. Al-Hashimi:
Dynamic Energy and Thermal Management of Multi-core Mobile Platforms: A Survey. IEEE Des. Test 37(5): 25-33 (2020) - [j35]Oktay Cetinkaya, Domenico Balsamo, Geoff V. Merrett:
Internet of MIMO Things: UAV-Assisted Wireless-Powered Networks for Future Smart Cities. IEEE Internet Things Mag. 3(1): 8-13 (2020) - [j34]Amit Kumar Singh, Basireddy Karunakar Reddy, Alok Prakash, Geoff V. Merrett, Bashir M. Al-Hashimi:
Collaborative Adaptation for Energy-Efficient Heterogeneous Mobile SoCs. IEEE Trans. Computers 69(2): 185-197 (2020) - [j33]Basireddy Karunakar Reddy, Amit Kumar Singh, Bashir M. Al-Hashimi, Geoff V. Merrett:
AdaMD: Adaptive Mapping and DVFS for Energy-Efficient Heterogeneous Multicores. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2206-2217 (2020) - [c75]Lei Xun, Long Tran-Thanh, Bashir M. Al-Hashimi, Geoff V. Merrett:
Optimising Resource Management for Embedded Machine Learning. DATE 2020: 1556-1561 - [c74]Sivert T. Sliper, William Wang, Nikos Nikoleris, Alex S. Weddell, Geoff V. Merrett:
Fused: Closed-Loop Performance and Energy Simulation of Embedded Systems. ISPASS 2020: 263-272 - [c73]Samuel Chang Bing Wong, Sivert T. Sliper, William Wang, Alex S. Weddell, Stephanie Gauthier, Geoff V. Merrett:
Energy-aware HW/SW Co-modeling of Batteryless Wireless Sensor Nodes. ENSsys@SenSys 2020: 57-63 - [c72]Tim Daulby, Anand Savanth, Alex S. Weddell, Geoff V. Merrett:
Comparing NVM Technologies through the Lens of Intermittent Computation. ENSsys@SenSys 2020: 77-78 - [c71]Jie Zhan, Alex S. Weddell, Geoff V. Merrett:
Adaptive Energy Budgeting for Atomic Operations in Intermittently-Powered Systems. ENSsys@SenSys 2020: 82-83 - [c70]Oktay Cetinkaya, Geoff V. Merrett:
Efficient Deployment of UAV-powered Sensors for Optimal Coverage and Connectivity. WCNC 2020: 1-6
2010 – 2019
- 2019
- [j32]Huma Zia, Nick R. Harris, Geoff V. Merrett, Mark Rivers:
A Low-Complexity Machine Learning Nitrate Loss Predictive Model-Towards Proactive Farm Management in a Networked Catchment. IEEE Access 7: 26707-26720 (2019) - [j31]Theodoros D. Verykios, Domenico Balsamo, Geoff V. Merrett:
Selective policies for efficient state retention in transiently-powered embedded systems: Exploiting properties of NVM technologies. Sustain. Comput. Informatics Syst. 22: 167-178 (2019) - [j30]Georgios Papandroulidakis, Alexander Serb, Ali Khiat, Geoff V. Merrett, Themis Prodromakis:
Practical Implementation of Memristor-Based Threshold Logic Gates. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(8): 3041-3051 (2019) - [j29]Domenico Balsamo, Benjamin J. Fletcher, Alex S. Weddell, Giorgos Karatziolas, Bashir M. Al-Hashimi, Geoff V. Merrett:
Momentum: Power-neutral Performance Scaling with Intrinsic MPPT for Energy Harvesting Computing Systems. ACM Trans. Embed. Comput. Syst. 17(6): 93:1-93:25 (2019) - [j28]Eduardo Weber Wächter, Cedric de Bellefroid, Basireddy Karunakar Reddy, Amit Kumar Singh, Bashir M. Al-Hashimi, Geoff V. Merrett:
Predictive Thermal Management for Energy-Efficient Execution of Concurrent Applications on Heterogeneous Multicores. IEEE Trans. Very Large Scale Integr. Syst. 27(6): 1404-1415 (2019) - [j27]Oktay Cetinkaya, Ergin Dinc, Caglar Koca, Geoff V. Merrett, Özgür B. Akan:
Energy-Neutral Wireless-Powered Networks. IEEE Wirel. Commun. Lett. 8(5): 1373-1376 (2019) - [c69]Sivert T. Sliper, Domenico Balsamo, Nikos Nikoleris, William Wang, Alex S. Weddell, Geoff V. Merrett:
Efficient State Retention through Paged Memory Management for Reactive Transient Computing. DAC 2019: 26 - [c68]Ilias Vougioukas, Nikos Nikoleris, Andreas Sandberg, Stephan Diestelhorst, Bashir M. Al-Hashimi, Geoff V. Merrett:
BRB: Mitigating Branch Predictor Side-Channels. HPCA 2019: 466-477 - [c67]Gibeon Aquino, Rafael Fernandes de Queiroz, Geoff V. Merrett, Bashir M. Al-Hashimi:
The Circuit Breaker Pattern Targeted to Future IoT Applications. ICSOC 2019: 390-396 - [c66]Georgios Papandroulidakis, Loukas Michalas, Alexander Serb, Ali Khiat, Geoff V. Merrett, Themistoklis Prodromakis:
A Digital In-Analogue Out Logic Gate Based on Metal-Oxide Memristor Devices. ISCAS 2019: 1-5 - [c65]Domenico Balsamo, Michele Magno, Kacper Kubara, Bogdan Lazarescu, Geoff V. Merrett:
Energy Harvesting Meets IoT: Fuelling Adoption of Transient Computing in Embedded Systems. WF-IoT 2019: 413-417 - 2018
- [j26]Farshad Firouzi, Amir M. Rahmani, Kunal Mankodiya, Mustafa Badaroglu, Geoff V. Merrett, P. Wong, Bahar J. Farahani:
Internet-of-Things and big data for smarter healthcare: From device to architecture, applications and analytics. Future Gener. Comput. Syst. 78: 583-586 (2018) - [j25]Asieh Salehi Fathabadi, Michael J. Butler, Sheng Yang, Luis Alfonso Maeda-Nunez, James R. B. Bantock, Bashir M. Al-Hashimi, Geoff V. Merrett:
A model-based framework for software portability and verification in embedded power management systems. J. Syst. Archit. 82: 12-23 (2018) - [j24]Alberto Rodriguez Arreola, Domenico Balsamo, Geoff V. Merrett, Alex S. Weddell:
RESTOP: Retaining External Peripheral State in Intermittently-Powered Sensor Systems. Sensors 18(1): 172 (2018) - [j23]Charan Kumar Vala, Koushik Immadisetty, Amit Acharyya, Charles Leech, Vibishna Balagopal, Geoff V. Merrett, Bashir M. Al-Hashimi:
High-Speed Low-Complexity Guided Image Filtering-Based Disparity Estimation. IEEE Trans. Circuits Syst. I Regul. Pap. 65-I(2): 606-617 (2018) - [j22]Charles Leech, Charan Kumar Vala, Amit Acharyya, Sheng Yang, Geoff V. Merrett, Bashir M. Al-Hashimi:
Runtime Performance and Power Optimization of Parallel Disparity Estimation on Many-Core Platforms. ACM Trans. Embed. Comput. Syst. 17(2): 41:1-41:19 (2018) - [j21]Basireddy Karunakar Reddy, Amit Kumar Singh, Dwaipayan Biswas, Geoff V. Merrett, Bashir M. Al-Hashimi:
Inter-Cluster Thread-to-Core Mapping and DVFS on Heterogeneous Multi-Cores. IEEE Trans. Multi Scale Comput. Syst. 4(3): 369-382 (2018) - [c64]Basireddy Karunakar Reddy, Geoff V. Merrett, Bashir M. Al-Hashimi, Amit Kumar Singh:
Online concurrent workload classification for multi-core energy management. DATE 2018: 621-624 - [c63]Anup Das, Domenico Balsamo, Geoff V. Merrett, Bashir M. Al-Hashimi, Francky Catthoor:
Graceful Performance Adaption through Hardware-Software Interaction for Autonomous Battery Management of Multicore Smartphones. IGSC 2018: 1-6 - [c62]Basireddy Karunakar Reddy, Eduardo Weber Wächter, Bashir M. Al-Hashimi, Geoff V. Merrett:
Workload-Aware Runtime Energy Management for HPC Systems. HPCS 2018: 292-299 - [c61]Matthew J. Walker, Sascha Bischoff, Stephan Diestelhorst, Geoff V. Merrett, Bashir M. Al-Hashimi:
Hardware-Validated CPU Performance and Energy Modelling. ISPASS 2018: 44-53 - [c60]Graeme M. Bragg, Charles Leech, Domenico Balsamo, James J. Davis, Eduardo Wächter, Geoff V. Merrett, George A. Constantinides, Bashir M. Al-Hashimi:
An Application- and Platform-agnostic Runtime Management Framework for Multicore Systems. PECCS 2018: 195-204 - [c59]Sivert T. Sliper, Domenico Balsamo, Alex S. Weddell, Geoff V. Merrett:
Enabling intermittent computing on high-performance out-of-order processors. ENSsys@SenSys 2018: 19-25 - [c58]Samuel Chang Bing Wong, Domenico Balsamo, Geoff V. Merrett:
An Energy-driven Wireless Bicycle Trip Counter with Zero Energy Storage. SenSys 2018: 404-405 - [c57]Andre P. Ortega, Geoff V. Merrett, Sarvapali D. Ramchurn:
Automated Negotiation for Opportunistic Energy Trading Between Neighbouring Wireless Sensor Networks. SmartGridComm 2018: 1-6 - [i1]Georgios Papandroulidakis, Alexantrou Serb, Ali Khiat, Geoff V. Merrett, Themistoklis Prodromakis:
Practical Implementation of Memristor-Based Threshold Logic Gates. CoRR abs/1810.03333 (2018) - 2017
- [j20]Amit Kumar Singh, Charles Leech, Basireddy Karunakar Reddy, Bashir M. Al-Hashimi, Geoff V. Merrett:
Learning-Based Run-Time Power and Energy Management of Multi/Many-Core Systems: Current and Future Trends. J. Low Power Electron. 13(3): 310-325 (2017) - [j19]Matthew J. Walker, Stephan Diestelhorst, Andreas Hansson, Anup Das, Sheng Yang, Bashir M. Al-Hashimi, Geoff V. Merrett:
Accurate and Stable Run-Time Power Modeling for Mobile and Embedded CPUs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(1): 106-119 (2017) - [j18]Amit Kumar Singh, Alok Prakash, Basireddy Karunakar Reddy, Geoff V. Merrett, Bashir M. Al-Hashimi:
Energy-Efficient Run-Time Mapping and Thread Partitioning of Concurrent OpenCL Applications on CPU-GPU MPSoCs. ACM Trans. Embed. Comput. Syst. 16(5s): 147:1-147:22 (2017) - [j17]Ilias Vougioukas, Andreas Sandberg, Stephan Diestelhorst, Bashir M. Al-Hashimi, Geoff V. Merrett:
Nucleus: Finding the Sharing Limit of Heterogeneous Cores. ACM Trans. Embed. Comput. Syst. 16(5s): 152:1-152:16 (2017) - [c56]Geoff V. Merrett, Bashir M. Al-Hashimi:
Energy-driven computing: Rethinking the design of energy harvesting systems. DATE 2017: 960-965 - [c55]Benjamin J. Fletcher, Domenico Balsamo, Geoff V. Merrett:
Power neutral performance scaling for energy harvesting MP-SoCs. DATE 2017: 1516-1521 - [c54]Dwaipayan Biswas, Vibishna Balagopal, Rishad A. Shafik, Bashir M. Al-Hashimi, Geoff V. Merrett:
Machine learning for run-time energy optimisation in many-core systems. DATE 2017: 1588-1592 - [c53]Vasileios Tenentes, Charles Leech, Graeme M. Bragg, Geoff V. Merrett, Bashir M. Al-Hashimi, Hussam Amrouch, Jörg Henkel, Shidhartha Das:
Hardware and software innovations in energy-efficient system-reliability monitoring. DFT 2017: 1-5 - [c52]Eduardo Weber Wächter, Geoff V. Merrett, Bashir M. Al-Hashimi, Amit Kumar Singh:
Reliable mapping and partitioning of performance-constrained openCL applications on CPU-GPU MPSoCs. ESTIMedia 2017: 78-83 - [c51]James R. B. Bantock, Vasileios Tenentes, Bashir M. Al-Hashimi, Geoff V. Merrett:
Online tuning of Dynamic Power Management for efficient execution of interactive workloads. ISLPED 2017: 1-6 - [c50]Domenico Balsamo, Ali Elboreini, Bashir M. Al-Hashimi, Geoff V. Merrett:
Exploring ARM mbed support for transient computing in energy harvesting IoT systems. IWASI 2017: 115-120 - [c49]Basireddy Karunakar Reddy, Matthew J. Walker, Domenico Balsamo, Stephan Diestelhorst, Bashir M. Al-Hashimi, Geoff V. Merrett:
Empirical CPU power modelling and estimation in the gem5 simulator. PATMOS 2017: 1-8 - [c48]Uvis Senkans, Domenico Balsamo, Theodoros D. Verykios, Geoff V. Merrett:
Applications of Energy-Driven Computing: A Transiently-Powered Wireless Cycle Computer. ENSsys@SenSys 2017: 1-7 - [c47]Alberto Rodriguez Arreola, Domenico Balsamo, Geoff V. Merrett, Alex S. Weddell:
A Generic Middleware for External Peripheral State Retention in Transiently-Powered Sensor Systems. ENSsys@SenSys 2017: 37-39 - [c46]Uvis Senkans, Domenico Balsamo, Theodoros D. Verykios, Geoff V. Merrett:
Applications of Energy-Driven and Transient Computing: A Wireless Bicycle Trip Counter. SenSys 2017: 76:1-76:2 - [c45]Domenico Balsamo, Geoff V. Merrett, Bahareh Zaghari, Yang Wei, Sarvapali D. Ramchurn, Sebastian Stein, Alex S. Weddell, Steve P. Beeby:
Wearable and autonomous computing for future smart cities: Open challenges. SoftCOM 2017: 1-5 - 2016
- [j16]Domenico Balsamo, Anup Das, Alex S. Weddell, Davide Brunelli, Bashir M. Al-Hashimi, Geoff V. Merrett, Luca Benini:
Graceful Performance Modulation for Power-Neutral Transient Computing Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(5): 738-749 (2016) - [j15]Rishad A. Shafik, Sheng Yang, Anup Das, Luis Alfonso Maeda-Nunez, Geoff V. Merrett, Bashir M. Al-Hashimi:
Learning Transfer-Based Adaptive Energy Minimization in Embedded Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(6): 877-890 (2016) - [j14]Anup Das, Geoff V. Merrett, Mirco Tribastone, Bashir M. Al-Hashimi:
Workload Change Point Detection for Runtime Thermal Management of Embedded Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(8): 1358-1371 (2016) - [j13]Domenico Balsamo, Alex S. Weddell, Anup Das, Alberto Rodriguez Arreola, Davide Brunelli, Bashir M. Al-Hashimi, Geoff V. Merrett, Luca Benini:
Hibernus++: A Self-Calibrating and Adaptive System for Transiently-Powered Embedded Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(12): 1968-1980 (2016) - [j12]Anup Das, Bashir M. Al-Hashimi, Geoff V. Merrett:
Adaptive and Hierarchical Runtime Manager for Energy-Aware Thermal Management of Embedded Systems. ACM Trans. Embed. Comput. Syst. 15(2): 24:1-24:25 (2016) - [c44]Geoff V. Merrett:
Invited - Energy harvesting and transient computing: a paradigm shift for embedded systems? DAC 2016: 33:1-33:2 - [c43]Anup Das, Geoff V. Merrett, Bashir M. Al-Hashimi:
The slowdown or race-to-idle question: Workload-aware energy optimization of SMT multicore platforms under process variation. DATE 2016: 535-538 - [c42]Daniel V. Martinez, Rishad A. Shafik, Amit Acharyya, Geoff V. Merrett:
Design and implementation of an adaptive learning system: An MSc project experience. EWME 2016: 1-6 - [c41]Geoff V. Merrett, Alun S. Vaughan:
Improving learning of electronic engineering skills through e-learning: A case study. EWME 2016: 1-5 - [c40]Matthew J. Walker, Stephan Diestelhorst, Andreas Hansson, Domenico Balsamo, Geoff V. Merrett, Bashir M. Al-Hashimi:
Thermally-aware composite run-time CPU power models. PATMOS 2016: 17-24 - [c39]Krongboon Singhanat, Nick R. Harris, Geoff V. Merrett:
Experimental validation of opportunistic direct interconnection between different Wireless Sensor Networks. SAS 2016: 1-6 - 2015
- [j11]Huma Zia, Nick R. Harris, Geoff V. Merrett, Mark Rivers:
Predicting discharge using a low complexity machine learning model. Comput. Electron. Agric. 118: 350-360 (2015) - [j10]Sei Ping Lau, Geoff V. Merrett, Alex S. Weddell, Neil M. White:
A traffic-aware street lighting scheme for Smart Cities using autonomous networked sensors. Comput. Electr. Eng. 45: 192-207 (2015) - [j9]Domenico Balsamo, Alex S. Weddell, Geoff V. Merrett, Bashir M. Al-Hashimi, Davide Brunelli, Luca Benini:
Hibernus: Sustaining Computation During Intermittent Supply for Energy-Harvesting Systems. IEEE Embed. Syst. Lett. 7(1): 15-18 (2015) - [c38]Anup Das, Akash Kumar, Bharadwaj Veeravalli, Rishad Ahmed Shafik, Geoff V. Merrett, Bashir M. Al-Hashimi:
Workload uncertainty characterization and adaptive frequency scaling for energy minimization of embedded systems. DATE 2015: 43-48 - [c37]Rishad A. Shafik, Anup Das, Sheng Yang, Geoff V. Merrett, Bashir M. Al-Hashimi:
Adaptive Energy Minimization of OpenMP Parallel Applications on Many-Core Systems. PARMA-DITAM@HiPEAC 2015: 19-24 - [c36]Anup Das, Matthew J. Walker, Andreas Hansson, Bashir M. Al-Hashimi, Geoff V. Merrett:
Hardware-software interaction for run-time power optimization: A case study of embedded Linux on multicore smartphones. ISLPED 2015: 165-170 - [c35]Asieh Salehi Fathabadi, Luis Alfonso Maeda-Nunez, Michael J. Butler, Bashir M. Al-Hashimi, Geoff V. Merrett:
Towards Automatic Code Generation of Run-Time Power Management for Embedded Systems Using Formal Methods. MCSoC 2015: 104-111 - [c34]Sheng Yang, Rishad A. Shafik, Geoff V. Merrett, Edward A. Stott, Joshua M. Levine, James J. Davis, Bashir M. Al-Hashimi:
Adaptive energy minimization of embedded heterogeneous systems using regression-based learning. PATMOS 2015: 103-110 - [c33]Sheng Yang, Rishad A. Shafik, S. Saqib Khursheed, David Flynn, Geoff V. Merrett, Bashir M. Al-Hashimi:
Application-specific memory protection policies for energy-efficient reliable design. RSP 2015: 18-24 - [c32]Krongboon Singhanat, Teng Jiang, Geoff V. Merrett, Nick R. Harris:
Empirical evaluation of OI-MAC: Direct interconnection between wireless sensor networks for collaborative monitoring. SAS 2015: 1-5 - [c31]Huma Zia, Nick R. Harris, Geoff V. Merrett, Mark Rivers:
Data-driven low-complexity nitrate loss model utilizing sensor information - Towards collaborative farm management with wireless sensor networks. SAS 2015: 1-6 - [c30]Alberto Rodriguez Arreola, Domenico Balsamo, Anup K. Das, Alex S. Weddell, Davide Brunelli, Bashir M. Al-Hashimi, Geoff V. Merrett:
Approaches to Transient Computing for Energy Harvesting Systems: A Quantitative Evaluation. ENSsys@SenSys 2015: 3-8 - [c29]Nick F. Tinsley, Stuart T. Witts, Jacob M. R. Ansell, Emily Barnes, Simeon M. Jenkins, Dhanushan Raveendran, Geoff V. Merrett, Alex S. Weddell:
Enspect: A Complete Tool using Modeling and Real Data to Assist the Design of Energy Harvesting Systems. ENSsys@SenSys 2015: 27-32 - [c28]Sei Ping Lau, Alex S. Weddell, Neil M. White, Geoff V. Merrett:
Poster: Solar-Powered Adaptive Street Lighting Evaluated with Real Traffic and Sunlight Data. SenSys 2015: 405-406 - [c27]Nick F. Tinsley, Stuart T. Witts, Jacob M. R. Ansell, Emily Barnes, Simeon M. Jenkins, Dhanushan Raveendran, Geoff V. Merrett, Alex S. Weddell:
Poster: Enspect: Simplifying the Design of Energy Harvesting Systems. SenSys 2015: 407-408 - [c26]Geoff V. Merrett, Christian Renner, Davide Brunelli:
ENSsys 2015: 3rd International Workshop on Energy Harvesting and Energy Neutral Sensing Systems. SenSys 2015: 507-508 - [c25]Adisak Intana, Michael R. Poppleton, Geoff V. Merrett:
A model-based trace testing approach for validation of formal co-simulation models. SpringSim (TMS-DEVS) 2015: 181-188 - [e3]Geoff V. Merrett, Christian Renner, Davide Brunelli:
Proceedings of the 3rd International Workshop on Energy Harvesting & Energy Neutral Sensing Systems, ENSsys 2015, Seoul, South Korea, November 1, 2015. ACM 2015, ISBN 978-1-4503-3837-0 [contents] - 2014
- [j8]Adisak Intana, Michael R. Poppleton, Geoff V. Merrett:
A Formal Co-Simulation Approach for Wireless Sensor Network Development. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 70 (2014) - [j7]Davide Zilli, Oliver Parson, Geoff V. Merrett, Alex Rogers:
A Hidden Markov Model-Based Acoustic Cicada Detector for Crowdsourced Smartphone Biodiversity Monitoring. J. Artif. Intell. Res. 51: 805-827 (2014) - [j6]Jatin N. Mistry, James Myers, Bashir M. Al-Hashimi, David Flynn, John Biggs, Geoff V. Merrett:
Active Mode Subclock Power Gating. IEEE Trans. Very Large Scale Integr. Syst. 22(9): 1898-1908 (2014) - [c24]Stuart Moran, Nadia Pantidi, Tom Rodden, Alan Chamberlain, Chloe Griffiths, Davide Zilli, Geoff V. Merrett, Alex Rogers:
Listening to the forest and its curators: lessons learnt from a bioacoustic smartphone application deployment. CHI 2014: 2387-2396 - [c23]Anup Das, Rishad A. Shafik, Geoff V. Merrett, Bashir M. Al-Hashimi, Akash Kumar, Bharadwaj Veeravalli:
Reinforcement Learning-Based Inter- and Intra-Application Thermal Optimization for Lifetime Improvement of Multicore Systems. DAC 2014: 170:1-170:6 - [c22]Nadia Pantidi, Stuart Moran, Khaled Bachour, Tom Rodden, Davide Zilli, Geoff V. Merrett, Alex Rogers:
Field testing a rare species bioacoustic smartphone application: Challenges and future considerations. PerCom Workshops 2014: 376-381 - [c21]Sei Ping Lau, Alex S. Weddell, Geoff V. Merrett, Neil M. White:
Energy-neutral solar-powered street lighting with predictive and adaptive behaviour. ENSsys@SenSys 2014: 13-18 - [c20]Teng Jiang, Geoff V. Merrett, Nick R. Harris:
Enabling opportunistic energy trading between overlapping energy harvesting wireless sensor networks. ENSsys@SenSys 2014: 25-30 - [e2]Geoff V. Merrett:
Proceedings of the 2nd International Workshop on Energy Neutral Sensing Systems, ENSsys '14, Memphis, Tennessee, USA, November 6, 2014. ACM 2014, ISBN 978-1-4503-3189-0 [contents] - 2013
- [j5]Xun Li, Geoff V. Merrett, Neil M. White:
Energy-efficient data acquisition for accurate signal estimation in wireless sensor networks. EURASIP J. Wirel. Commun. Netw. 2013: 230 (2013) - [j4]Sheng Yang, S. Saqib Khursheed, Bashir M. Al-Hashimi, David Flynn, Geoff V. Merrett:
Improved State Integrity of Flip-Flops for Voltage Scaled Retention Under PVT Variation. IEEE Trans. Circuits Syst. I Regul. Pap. 60-I(11): 2953-2961 (2013) - [c19]Tom J. Kazmierski, Leran Wang, Bashir M. Al-Hashimi, Geoff V. Merrett:
DoE-based performance optimization of energy management in sensor nodes powered by tunable energy-harvesters. DATE 2013: 484 - [c18]Alex S. Weddell, Michele Magno, Geoff V. Merrett, Davide Brunelli, Bashir M. Al-Hashimi, Luca Benini:
A survey of multi-source energy harvesting systems. DATE 2013: 905-908 - [c17]Teng Jiang, Geoff V. Merrett, Nick R. Harris:
Opportunistic Direct Interconnection between Co-Located Wireless Sensor Networks. ICCCN 2013: 1-5 - [c16]Ning Wang, Geoff V. Merrett, Robert G. Maunder, Alex Rogers:
Energy and Accuracy Trade-Offs in Accelerometry-Based Activity Recognition. ICCCN 2013: 1-6 - [c15]Davide Zilli, Oliver Parson, Geoff V. Merrett, Alex Rogers:
A Hidden Markov Model-Based Acoustic Cicada Detector for Crowdsourced Smartphone Biodiversity Monitoring. IJCAI 2013: 2945-2951 - [c14]Teng Jiang, Geoff V. Merrett, Nick R. Harris:
Opportunistic energy trading between co-located energy-harvesting wireless sensor networks. ENSSys@SenSys 2013: 11:1-11:6 - [c13]Alex S. Weddell, Dibin Zhu, Geoff V. Merrett, Stephen P. Beeby, Bashir M. Al-Hashimi:
Tunable vibration energy harvester. ENSSys@SenSys 2013: 18:1-18:2 - [c12]Adisak Intana, Michael R. Poppleton, Geoff V. Merrett:
Adding value to WSN simulation through formal modelling and analysis. SESENA 2013: 24-29 - [e1]Geoff V. Merrett, Davide Brunelli:
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems, ENSSys 2013, Rome, Italy, November 13, 2013. ACM 2013, ISBN 978-1-4503-2432-8 [contents] - 2012
- [j3]Tom J. Kazmierski, Leran Wang, Bashir M. Al-Hashimi, Geoff V. Merrett:
An Explicit Linearized State-Space Technique for Accelerated Simulation of Electromagnetic Vibration Energy Harvesters. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31(4): 522-531 (2012) - [j2]Alex S. Weddell, Geoff V. Merrett, Bashir M. Al-Hashimi:
Photovoltaic Sample-and-Hold Circuit Enabling MPPT Indoors for Low-Power Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 59-I(6): 1196-1204 (2012) - [c11]Hui Huang, Geoff V. Merrett, Neil M. White:
Design of a linearized magnetic spring for body-worn inertial energy harvesters. INSS 2012: 1-4 - [c10]Geoff V. Merrett, Alex S. Weddell:
Supercapacitor leakage in energy-harvesting sensor nodes: Fact or fiction? INSS 2012: 1-5 - [c9]Michael R. Poppleton, Geoff V. Merrett:
Towards a principled and evolvable approach to software development for future wireless sensor networks. SESENA 2012: 56-57 - 2011
- [j1]Alex S. Weddell, Geoff V. Merrett, Tom J. Kazmierski, Bashir M. Al-Hashimi:
Accurate Supercapacitor Modeling for Energy Harvesting Wireless Sensor Nodes. IEEE Trans. Circuits Syst. II Express Briefs 58-II(12): 911-915 (2011) - [c8]Alex S. Weddell, Geoff V. Merrett, Bashir M. Al-Hashimi:
Ultra low-power photovoltaic MPPT technique for indoor and outdoor wireless sensor nodes. DATE 2011: 905-908 - [c7]Leran Wang, Tom J. Kazmierski, Bashir M. Al-Hashimi, Alex S. Weddell, Geoff V. Merrett, Ivo N. Ayala-Garcia:
Accelerated simulation of tunable vibration energy harvesting systems using a linearised state-space technique. DATE 2011: 1267-1272 - [c6]Dirk De Jager, Alex L. Wood, Geoff V. Merrett, Bashir M. Al-Hashimi, Kieron O'Hara, Nigel R. Shadbolt, Wendy Hall:
A low-power, distributed, pervasive healthcare system for supporting memory. MobileHealth@MobiHoc 2011: 5
2000 – 2009
- 2009
- [c5]Geoff V. Merrett, Neil M. White, Nick R. Harris, Bashir M. Al-Hashimi:
Energy-Aware Simulation for Wireless Sensor Networks. SECON 2009: 1-8 - 2008
- [b1]Geoff V. Merrett:
Energy- and information-managed wireless sensor networks : modelling and simulation. University of Southampton, UK, 2008 - [c4]Geoff V. Merrett, Alex S. Weddell, Adam P. Lewis, Nick R. Harris, Bashir M. Al-Hashimi, Neil M. White:
An Empirical Energy Model for Supercapacitor Powered Wireless Sensor Nodes. ICCCN 2008: 81-86 - [c3]Robert G. Maunder, Alex S. Weddell, Geoff V. Merrett, Bashir M. Al-Hashimi, Lajos Hanzo:
Iterative Decoding for Redistributing Energy Consumption in Wireless Sensor Networks. ICCCN 2008: 93-98 - [c2]Geoff V. Merrett, Alex S. Weddell, Nick R. Harris, Bashir M. Al-Hashimi, Neil M. White:
A Structured Hardware/Software Architecture for Embedded Sensor Nodes. ICCCN 2008: 690-695 - 2004
- [c1]Geoff V. Merrett, Bashir M. Al-Hashimi:
Leakage Power Analysis and Comparison of Deep Submicron Logic Gates. PATMOS 2004: 198-207
Coauthor Index
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