Professor Geoff Merrett PhD, BEng, PGCert, FHEA, SMIEEE, MIET

https://www.linkedin.com/in/geoffmerrett/

Geoff Merrett is Professor of Electronic and Software Systems at the University of Southampton, Head of the Centre for Internet of Things (IoT) and Pervasive Systems, and Co-Director of the Arm-ECS Research Centre. He received the BEng and PhD degrees from Southampton in 2004 and 2009 respectively. He was appointed as a Lecturer shortly after, promoted to Associate Professor in 2014, and Professor in 2019. His research interests are in energy management of mobile/embedded systems and self-powered devices, and he has published over 200 papers in these areas. He has received a number of Best Paper awards and nominations, and he has given invited talks at leading workshops, conferences and research groups. He is currently Southampton PI on the £1.2M EPSRC International Centre for Spatial Computational Learning, and Deputy Director of the £1.4M EPSRC Platform Grant on Smart Cities, having previously been an investigator on PRiME, Graceful, and Holistic Energy Harvesting.

He has served on the EPSRC Strategic Advisory Team (SAT) for the ICT theme since 2019, the eFutures Steering Group, and co-manages the UK’s Energy Harvesting Network. He is a member of EPSRC College and the UKRI FLF Panel College, and also reviews proposals for national funders in Italy and the Netherlands. He is an active reviewer for a number of prestigious international journals and conferences, is Associate Editor for IET CDT, MDPI Sensors, and a guest editor for numerous special issues. He co-edited the IET book on Many Core Computing: Hardware and Software, was General Chair of EWME 2016, and was a founder of the ENSsys workshop (co-located with ACM SenSys since 2013), serving as General Chair from 2013-15, and on its steering/organisation committees since 2016.

Professor Merrett currently leads a team of 1 research staff and 11 PhD students, and has successfully graduated 20 PhD students. He is Director of Outreach and Recruitment in ECS, and has led on a number of significant outreach projects including the ECS Summer Taster Courses and A-Level Electronic Engineering Teaching Kits, both of which have been nominated for VC Teaching Awards. He is an MSc External Examiner at the University of York, and serves on the UK Electronics Skills Foundation's Strategic Advisory Group. He is a Senior Member of the IEEE, a Member of IET, and a Fellow of the HEA.

*information correct as of August 2021

Teaching

At Southampton, he leads and teaches on a number of well-received lecture, lab, and project based modules. In 2021, he was shortlisted for a Southampton University Student's Union award for Most Engaging Lecturer. He has a Postgraduate Certificate in Academic Practice, has supervised 125 UG/PGT project students, and continually seeks to improve his teaching. He led on the creation of a new MSc Internet of Things (IoT) degree programme at Southampton, uniquely designed to recruit students from both EEE and computing backgrounds. He has designed substantial educational material and delivered it to UG/PGT students, college teachers and students, and academic/industrial researchers. Internationally, he played a key role in the launch of the EEE degree at the University’s Malaysia campus, teaching there for two weeks every year from 2013-17. Having previously served as Senior Admissions Tutor for ECS' EEE degree programmes, Professor Merrett is currently Director of Outreach and Recruitment in the Department. In this role, he has overseen major projects for ECS’ public website, created ECS’ first outreach strategy, and led on a number of significant outreach projects (e.g. the ECS Summer Taster Courses, which were nominated for a VC Teaching Award in 2017, and the A-Level Electronic Engineering Teaching Kits, which received a VC Teaching Award in 2019).

Professor Merrett is External Examiner at the University of York for their MSc Embedded Wireless Systems and MSc Digital Systems Engineering degree programmes. He was General Chair of the 11th European Workshop on Microelectronics Education (EWME) in 2016, where he also published a paper on the use of innovative online lectures (for which he received funding from the National HESTEM Programme, and a VC Teaching Award in 2011). He now serves on the Workshop’s Steering Committee. He has been Branch Counsellor of the University’s IEEE Student Branch since 2010, and received the IEEE R8 ‘Outstanding Counsellor’ award in 2013. He has been Southampton’s academic representative for the UK Electronics Skills Foundation (UKESF) since 2011, a collaboration between industry and universities which, alongside promoting a career in electronics, provides scholarships, summer employment and industrial mentoring to undergraduates. In 2016 he was invited to join the UKESF’s Strategic Advisory Group, and helped to guide activities, took part in a roundtable discussion with government ministers on the engineering skills gap, and presented at their 5-year celebration event and the TechWorks Industry Summit 2018.

*information correct as of August 2021

Publications

2022

Longman, Edward, El-Hajjar, Mohammed, Cetinkaya, Oktay and Merrett, Geoff (2022) Mesh networking for intermittently-powered devices: Architecture and challenges. IEEE Network. (doi:10.1109/MNET.105.2000782).
Sliper, Sivert T., Wang, William, Nikoleris, Nikos, Weddell, Alexander, Savanth, Anand, Prabhat, Pranay and Merrett, Geoff (2022) Pragmatic memory-system support for intermittent computing using emerging non-volatile memory. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. (doi:10.1109/TCAD.2022.3168263).
Isuwa, Samuel, Dey, Somdip, Ortega, Andre P., Singh, Amit Kumar, Al-Hashimi, Bashir M. and Merrett, Geoff (2022) QUAREM: Maximising QoE through Adaptive Resource Management in Mobile MPSoC Platforms. ACM Transactions on Embedded Computing Systems. (In Press)
Sadiq, Sulaiman, Hare, Jonathon, Maji, Partha, Craske, Simon and Merrett, Geoff (2022) TinyOps: ImageNet Scale Deep Learning on Microcontrollers. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2020). (In Press)

2021

Safarpour, Mehdi, Xun, Lei, Merrett, Geoff and Silven, Olli (2021) A high-level approach for energy efficiency improvement of FPGAs by voltage trimming. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. (doi:10.1109/TCAD.2021.3127153).
Parry, Hishan, Xun, Lei, Sabetsarvestani, Mohammadamin, Bi, Jia, Hare, Jonathon and Merrett, Geoff (2021) Dynamic transformer for efficient machine translation on embedded devices. In 3rd ACM/IEEE Workshop on Machine Learning for CAD (MLCAD 2021). 6 pp .
Lou, Wei, Xun, Lei, Sabetsarvestani, Mohammadamin, Bi, Jia, Hare, Jonathon and Merrett, Geoff (2021) Dynamic-OFA: Runtime DNN architecture switching for performance scaling on heterogeneous embedded platforms. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2021. pp. 3104-3112 .
Sahoo, Siva Satyendra, Kumar, Akash, Decky, Martin, Wong, Samuel Chang Bing, Merrett, Geoff, Zhao, Yinyuan, Wang, Xiaohang and Singh, Amit Kumar (2021) Emergent design challenges for embedded systems and paths forward: Mixed-criticality, energy, reliability and security perspectives: Special Session Paper. The International Conference on Hardware/Software Codesign and System Synthesis 2021, Virtual. 10 - 13 Oct 2021. 10 pp . (In Press)
Zhan, Jie, Merrett, Geoff and Weddell, Alexander (2021) Exploring the effect of energy storage sizing on intermittent computing system performance. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. (In Press)
Bi, Jia, Hare, Jonathon and Merrett, Geoff (2021) GhostShiftAddNet: More Features from Energy-Efficient Operations. In The 32nd British Machine Vision Conference 2021.
Longman, Edward, El-Hajjar, Mohammed and Merrett, Geoff (2021) Intermittent opportunistic routing components for the INET framework. In 8th OMNeT++ Community Summit 2021. 5 pp .
Ortega, Andre P., Ramchurn, Sarvapali, Tran-Thanh, Long and Merrett, Geoff (2021) Partner selection in self-organised wireless sensor networks for opportunistic energy negotiation: A multi-armed bandit based approach. Ad Hoc Networks, 112, [102354]. (doi:10.1016/j.adhoc.2020.102354).
Ivanescu, Teodor, El-Hajjar, Mohammed, Merrett, Geoff and Yetgin, Halil (2021) Route lifetime analysis for vehicular networks. 2021 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS): W5 :AI/Machine Learning Enabled Connected Vehicles, , Hyderabad, India. 6 pp . (In Press)
Xun, Lei, Al-Hashimi, Bashir, Hare, Jonathon and Merrett, Geoff (2021) Runtime DNN performance scaling through resource management on heterogeneous embedded platforms. tinyML EMEA Technical Forum 2021. 07 - 10 Jun 2021.
Sabetsarvestani, Mohammadamin, Hare, Jonathon, Al-Hashimi, Bashir and Merrett, Geoff (2021) Similarity-aware CNN for efficient video recognition at the Edge. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. (doi:10.1109/TCAD.2021.3136815).
Longman, Edward, Cetinkaya, Oktay, El-Hajjar, Mohammed and Merrett, Geoff (2021) Wake-up radio-enabled intermittently-powered devices for mesh networking: A power analysis. IEEE Consumer Communications and Networking Conference, , Virtual Conference. 09 - 12 Jan 2021. (doi:10.1109/CCNC49032.2021.9369557).

2020

Balsamo, Domenico, Cetinkaya, Oktay, Rodriguez Arreola, Alberto, Wong, Samuel Chang Bing, Merrett, Geoff and Weddell, Alexander (2020) A control flow for transiently-powered energy harvesting sensor systems. IEEE Sensors Journal, 20 (18), 10687-10695, [9088951]. (doi:10.1109/JSEN.2020.2993213).
Zhan, Jie, Weddell, Alexander and Merrett, Geoff (2020) Adaptive energy budgeting for atomic operations in intermittently-powered systems. In ENSsys '20: Proceedings of the 8th International Workshop on Energy Harvesting and Energy-Neutral Sensing Systems. ACM. pp. 82-83 . (doi:10.1145/3417308.3430277).
Singh, Amit Kumar, Basireddy, Karunakar Reddy, Prakash, Alok, Merrett, Geoff and Al-Hashimi, Bashir (2020) Collaborative adaptation for energy-efficient heterogeneous mobile SoCs. IEEE Transactions on Computers, 69 (2), 185-197, [8859334]. (doi:10.1109/TC.2019.2943855).
Daulby, Timothy, Weddell, Alexander, Merrett, Geoff and Savanth, Anand (2020) Comparing NVM technologies through the lens of Intermittent computation. In ENSsys 2020 - Proceedings of the 8th International Workshop on Energy Harvesting and Energy-Neutral Sensing Systems. ACM. 77–78 . (doi:10.1145/3417308.3430268).
Sadiq, Sulaiman, Maji, Partha, Hare, Jonathon and Merrett, Geoff (2020) DEff-ARTS: differentiable efficient ARchiTecture search. NeurIPS 2020 Workshop on ML for Systems, , Vancouver, Canada.
Singh, Amit Kumar, Dey, Somdip, Basireddy, Karunakar Reddy, McDonald-Maier, Klaus, Merrett, Geoff and Al-Hashimi, Bashir (2020) Dynamic energy and thermal management of multi-core mobile platforms: a survey. IEEE Design and Test, 37 (5), 25-33, [9044742]. (doi:10.1109/MDAT.2020.2982629).
Cetinkaya, Oktay and Merrett, Geoff (2020) Efficient deployment of UAV-powered sensors for optimal coverage and connectivity. In IEEE Wireless Communications and Networking Conference (WCNC) '20. IEEE. 6 pp . (In Press)
Wong, Samuel Chang Bing, Sliper, Sivert T., Wang, William, Weddell, Alexander, Gauthier, Stephanie and Merrett, Geoff (2020) Energy-aware HW/SW co-modeling of batteryless wireless sensor nodes. In ENSsys 2020 - Proceedings of the 8th International Workshop on Energy Harvesting and Energy-Neutral Sensing Systems. ACM. pp. 57-63 . (doi:10.1145/3417308.3430272).
Sliper, Sivert T., Cetinkaya, Oktay, Weddell, Alexander, Al-Hashimi, Bashir and Merrett, Geoff (2020) Energy-driven computing. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378 (2164), 1-4, [20190158]. (doi:10.1098/rsta.2019.0158).
Wong, Samuel Chang Bing, Gauthier, Stephanie and Merrett, Geoff (2020) Energy-driven occupant behaviour sensing. 6th International Symposium on Occupant Behaviour Research with Digital Technologies & 5th Expert Meeting of Annex 79. 23 - 25 Sep 2020.
Merrett, Geoff (2020) Energy-driven systems and compute: Towards self-powered embedded computing systems. International Green and Sustainable Computing Conference, , Virtual. 19 - 22 Oct 2020.
Sliper, Sivert T., Wang, William, Nikoleris, Nikos, Weddell, Alexander and Merrett, Geoff (2020) Fused: closed-loop performance and energy simulation of embedded systems. 2020 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), , Boston, United States. 23 - 25 Aug 2020. pp. 110-112 . (doi:10.1109/ISPASS48437.2020.00046).
Daulby, Timothy, Savanth, Anand, Merrett, Geoff and Weddell, Alex S. (2020) Improving the forward progress of transient systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. (doi:10.1109/TCAD.2020.2999913).
Xun, Lei, Tran-Thanh, Long, Al-Hashimi, Bashir and Merrett, Geoff (2020) Incremental training and group convolution pruning for runtime DNN performance scaling on heterogeneous embedded platforms. In 1st ACM/IEEE Workshop on Machine Learning for CAD (MLCAD 2019). pp. 1-6 .
Cetinkaya, Oktay, Balsamo, Domenico and Merrett, Geoff (2020) Internet of MIMO things: UAV-assisted wireless-powered networks for Future Smart cities. IEEE Internet of Things Magazine, 3 (1), 8-13. (doi:10.1109/IOTM.0001.1900064).
Ashraf Mamun, Sayed, Gilday, Alexander, Singh, Amit Kumar, Ganguly, Amlan, Merrett, Geoff, Wang, Xiaohang and Al-Hashimi, Bashir (2020) Intra- and inter-server smart task scheduling for profit and energy optimization of HPC data centers. Journal of Low Power Electronics and Applications, 10 (4), [32]. (doi:10.3390/jlpea10040032).
Bantock, James, Robert Benjamin, Al-Hashimi, Bashir and Merrett, Geoff (2020) Mitigating interactive performance degradation from mobile device thermal throttling. IEEE Embedded Systems Letters. (In Press)
Xun, Lei, Tran-Thanh, Long, Al-Hashimi, Bashir and Merrett, Geoff (2020) Optimising resource management for embedded machine learning. Di Natale, Giorgio, Bolchini, Cristiana and Vatajelu, Elena-Ioana (eds.) In Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020. pp. 1556-1561 . (doi:10.23919/DATE48585.2020.9116235).

2019

Papandroulidakis, Georgios, Michalas, Loukas, Serb, Alexantrou, Khiat, Ali, Merrett, Geoff and Prodromakis, Themis (2019) A digital in-analogue out logic gate based on metal-oxide memristor devices. In 2019 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE. 5 pp . (doi:10.1109/ISCAS.2019.8702778).
Basireddy, Karunakar R., Singh, Amit Kumar, Al-Hashimi, Bashir and Merrett, Geoff V. (2019) AdaMD: Adaptive mapping and DVFS for energy-efficient heterogeneous multi-cores. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. (doi:10.1109/TCAD.2019.2935065).
Sliper, Sivert T., Balsamo, Domenico, Nikoleris, Nikos, Wang, William, Weddell, Alexander and Merrett, Geoff (2019) Efficient state retention through paged memory management for reactive transient computing. Design Automation Conference, Las Vegas Convention Centre, Las Vegas, United States. 02 - 06 Jun 2019. 6 pp . (doi:10.1145/3316781.3317812).
Balsamo, Domenico, Magno, Michele, Kubara, Kacper, Lazarescu, Bogdan, Merrett, Geoff and Cetinkaya, Oktay (2019) Energy harvesting meets IoT: fuelling adoption of transient computing in embedded systems. In 2019 IEEE 5th World Forum on Internet of Things (WF-IoT): 2019 IEEE 5th World Forum on Internet of Things (WF-IoT). IEEE. 5 pp . (doi:10.1109/WF-IoT.2019.8767302).
Cetinkaya, Oktay, Dinc, Ergin, Koca, Caglar, Merrett, Geoff and Akan, Ozgur B. (2019) Energy-neutral wireless-powered networks. IEEE Wireless Communications Letters, 8 (5), 1373-1376. (doi:10.1109/LWC.2019.2918527).
Merrett, Geoff (2019) Managing power in heterogeneous multicore systems. 14th International Symposium on Reconfigurable Communication-centric Systems-on-Chip, University of York, York, United Kingdom. 01 - 03 Jul 2019. 47 pp .
Szypicyn, Jakub, Papavassiliou, Christos, Papandroulidakis, Georgios, Merrett, Geoff, Serb, Alexantrou, Stathopoulos, Spyros and Prodromakis, Themistoklis (2019) Memristor-enabled reconfigurable integrated circuit. In IEEE International Conference on Electronics, Information and Communication 2020. IEEE.. (In Press)
Walker, Matthew, James, Merrett, Geoff and Al-Hashimi, Bashir (2019) Power modelling of multicore systems. In, Al-Hashimi, Bashir M. and Merrett, Geoff (eds.) Many-Core Computing: Hardware and Software.
Balsamo, Domenico, Fletcher, Benjamin, James, Weddell, Alexander, Karatziolas, Giorgos, Al-Hashimi, Bashir and Merrett, Geoff (2019) Power neutral performance scaling with intrinsic MPPT for energy harvesting computing systems. ACM Transactions on Embedded Computing Systems, 17 (6), 93:1-93:25, [93]. (doi:10.1145/3281300).
Papandroulidakis, Georgios, Serb, Alexantrou, Khiat, Ali, Merrett, Geoff and Prodromakis, Themis (2019) Practical implementation of digital in-analogue out memristor-based threshold logic circuit. International Conference on Memristive Materials, Devices & Systems (MEMRISYS) 2019, , Dresden, Germany. 08 - 11 Jul 2019. 1 pp .
Papandroulidakis, Georgios, Serb, Alexantrou, Khiat, Ali, Merrett, Geoff and Prodromakis, Themis (2019) Practical implementation of memristor-based threshold logic gate. IEEE Transactions on Circuits and Systems I: Regular Papers, 66 (8), 3041-3051. (doi:10.1109/TCSI.2019.2902475).
Wächter, Eduardo Weber, De Bellefroid, Cédric, Basireddy, Karunakar Reddy, Singh, Amit Kumar, Al-Hashimi, Bashir M. and Merrett, Geoff (2019) Predictive thermal management for energy-efficient execution of concurrent applications on heterogeneous multicores. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 27 (6), 1404-1415, [8645825]. (doi:10.1109/TVLSI.2019.2896776).
Aquino, Gibeon, Queiroz, Rafael, Merrett, Geoff and Al-Hashimi, Bashir (2019) The circuit breaker pattern targeted to future IoT applications. Yangui, S., Bouassida Rodriguez, I., Drira, K. and Tari, Z. (eds.) In Service-Oriented Computing. ICSOC 2019. vol. 11895, Springer. pp. 390-396 . (doi:10.1007/978-3-030-33702-5_30).
Singh, Amit Kumar, Dziurzanski, Piotr, Merrett, Geoff and Al-Hashimi, Bashir (2019) Tools and workloads for many-core computing. In, Al-Hashimi, Bashir M. and Merrett, Geoff V. (eds.) Many-Core Computing: Hardware and software. Institution of Engineering and Technology.

2018

Salehi Fathabadi, Asieh, Butler, Michael J., Yang, Sheng, Maeda-Nunez, Luis, Bantock, James, Al-Hashimi, Bashir M. and Merrett, Geoff V. (2018) A model-based framework for software portability and verification in embedded power management systems. Journal of Systems Architecture, 82, 12-23. (doi:10.1016/j.sysarc.2017.12.001).
Walker, Matthew, Diestelhorst, Stephan, Merrett, Geoff and Al-Hashimi, Bashir (2018) Accurate and stable empirical CPU power modelling for multi- and many-core systems. Adaptive Many-Core Architectures and Systems Workshop, , York, United Kingdom. 13 - 15 Jun 2018.
Singh, Amit Kumar, Merrett, Geoff and Al-Hashimi, Bashir (2018) Adaptation in heterogeneous multi-core SoCs. Adaptive Many-Core Architectures and Systems Workshop, , York, United Kingdom. 13 - 15 Jun 2018. 3 pp .
Bragg, Graeme McLachlan, Leech, Charles R., Balsamo, Domenico, Davis, James J., Weber Wachter, Eduardo, Merrett, Geoff, Constantinides, George A. and Al-Hashimi, Bashir (2018) An application- and platform-agnostic control and monitoring framework for multicore systems. 3rd International Conference on Pervasive and Embedded Computing, , Porto, Portugal. 29 - 30 Jul 2018.
Leech, Charles R., Bragg, Graeme McLachlan, Balsamo, Domenico, Weber Wachter, Eduardo, Merrett, Geoff and Al-Hashimi, Bashir (2018) Application control and monitoring in heterogeneous multiprocessor systems. 13th International Symposium on Reconfigurable Communication-centric Systems-on-Chip, , Lille, France. 09 - 11 Jul 2018. 8 pp .
Balsamo, Domenico, Bragg, Graeme McLachlan, Leech, Charles and Merrett, Geoff (2018) Application- and platform-agnostic runtime power management of heterogeneous embedded systems. 2018 Design, Automation and Test in Europe Conference and Exhibition, , Dresden, Germany. 19 - 23 Mar 2018.
Ortega, Andre P., Merrett, Geoff and Ramchurn, Sarvapali (2018) Automated negotiation for opportunistic energy trading between neighbouring wireless sensor networks. 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, , Aalborg, Denmark. 29 - 31 Oct 2018. 6 pp . (In Press)
Vougioukas, Ilias, Sandberg, Andreas, Nikoleris, Nikos, Diestelhorst, Stephan, Al-Hashimi, Bashir and Merrett, Geoff (2018) BRB: mitigating branch predictor side-channels. International Symposium on High-Performance Computer Architecture, Washington DC, Washington DC, United States. 16 - 20 Feb 2019. 12 pp . (In Press)
Wong, Samuel Chang Bing, Balsamo, Domenico and Merrett, Geoff (2018) Demo abstract: An energy-driven wireless bicycle trip counter with zero energy storage. The 16th ACM Conference on Embedded Networked Sensor Systems (SenSys 2018), China. 04 - 07 Nov 2018. 2 pp .
Bing, Samuel Wong Chang, Balsamo, Domenico and Merrett, Geoff V. (2018) Demo abstract: an energy-driven wireless bicycle trip counter with zero energy storage. In SenSys 2018 - Proceedings of the 16th Conference on Embedded Networked Sensor Systems. ACM. pp. 404-405 . (doi:10.1145/3274783.3275205).
Sliper, Sivert Tvedt, Balsamo, Domenico, Weddell, Alexander and Merrett, Geoff (2018) Enabling intermittent computing on high-performance out-of-order processors. 6th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, , Shenzhen, China. 04 Nov 2018. 7 pp .
Das, Anup, Balsamo, Domenico, Merrett, Geoff, Al-Hashimi, Bashir and Catthoor, Francky (2018) Graceful performance adaption through hardware-software interaction for autonomous battery management of multicore smartphones. THE 9th International Green and Sustainable Computing Conference. 6 pp . (Submitted)
Walker, Matthew, Bischoff, Sascha, Diestelhorst, Stephan, Merrett, Geoff and Al-Hashimi, Bashir (2018) Hardware-validated CPU performance and energy modelling. 2018 IEEE International Symposium on Performance Analysis of Systems and Software, Queens University, Belfast, United Kingdom. 02 - 03 Apr 2018. 10 pp . (doi:10.1109/ISPASS.2018.00013).
Vala, Charan Kumar, Immadisetty, Koushik, Acharyya, Amit, Leech, Charles, Balagopal, Vibishna, Merrett, Geoff V. and Al-Hashimi, Bashir (2018) High-speed low-complexity guided image filtering-based disparity estimation. IEEE Transactions on Circuits and Systems I: Regular Papers, 65 (2), 606-617. (doi:10.1109/TCSI.2017.2729084).
Firouzi, Farshad, Rahmani, Amir, Mankodiya, K., Badaroglu, M., Merrett, G., Wong, P. and Farahani, B. (2018) Internet-of-Things and big data for smarter healthcare: from device to architecture, applications and analytics. Future Generation Computer Systems, 78 (Part 2), 583-586. (doi:10.1016/j.future.2017.09.016).
Basireddy, Karunakar Reddy, Weber Wachter, Eduardo, Al-Hashimi, Bashir and Merrett, Geoff (2018) Memory and thread synchronization contention-aware DVFS for HPC systems. Adaptive Many-Core Architectures and Systems Workshop, , York, United Kingdom. 13 - 15 Jun 2018. 1 pp .
Basireddy, Karunakar Reddy, Singh, Amit, Merrett, Geoff and Al-Hashimi, Bashir (2018) Online concurrent workload classification for multi-core energy management. IEEE Design, Automation & Test in Europe, , Dresden, Germany. 19 - 23 Mar 2018. pp. 621-624 .
Merrett, Geoff (2018) PRiME: Power-efficient Reliable Many-core Embedded systems. International Symposium on Many-Core Computing: Hardware and Software, Chilworth Manor, Southampton, United Kingdom. 17 - 18 Jan 2018.
Balsamo, Domenico, Fletcher, Benjamin, James and Merrett, Geoff (2018) Power-neutral performance scaling for self-powered multicore computing systems. Adaptive Many-Core Architectures and Systems Workshop, , York, United Kingdom. 13 - 15 Jun 2018.
Rodriguez Arreola, Alberto, Balsamo, Domenico, Merrett, Geoff and Weddell, Alexander (2018) RESTOP: retaining external peripheral state in intermittently-powered sensor systems. Sensors, 18 (1), 1-19, [172]. (doi:10.3390/s18010172).
Merrett, Geoff (2018) Run-time power and energy management of many-core systems. Arm Research Summit 2018, Robinson College, Cambridge, United Kingdom. 17 - 19 Sep 2018.
Merrett, Geoff (2018) Run-time power and energy management of multi- and many-core systems. Embedded Systems Week 2018: Tutorial on Spectrum of Run-time Management for Modern and Next Generation Multi/Many-core Systems, , Turin, Italy. 30 Sep 2018. 44 pp .
Merrett, Geoff (2018) Run-time power management of multi- and many-core systems. Adaptive Many-Core Architectures and Systems Workshop, , York, United Kingdom. 13 - 15 Jun 2018.
Verykios, Theodoros D., Balsamo, Domenico and Merrett, Geoff V. (2018) Selective policies for efficient state retention in transiently-powered embedded systems: exploiting properties of NVM technologies. Sustainable Computing: Informatics and Systems. (doi:10.1016/j.suscom.2018.07.003).
Sugiarto, Indar, Furber, Stephen, Shang, Delong, Singh, Amit, Ouni, Bassem, Merrett, Geoff and Al-Hashimi, Bashir (2018) Software-defined PMC for runtime power management of a many-core neuromorphic platform. In Proceedings of ICCES 2017 12th International Conference on Computer Engineering and Systems. vol. 2018-January, IEEE. pp. 641-646 . (doi:10.1109/ICCES.2017.8275383).
Singh, Amit K., Merrett, Geoff, Rahmani, Amir and Kumar, Akash (2018) Spectrum of run-time management for modern and next generation multi/many-core systems. Embedded Systems Week 2018: Tutorial on Spectrum of Run-time Management for Modern and Next Generation Multi/Many-core Systems, , Turin, Italy. 30 Sep 2018. 2 pp .
Bragg, Graeme McLachlan, Balsamo, Domenico, Leech, Charles R and Merrett, Geoff (2018) The PRiME Framework: Application- & platform-agnostic system management. Adaptive Many-Core Architectures and Systems Workshop, , York, United Kingdom. 13 - 15 Jun 2018.
Vougioukas, Ilias, Sandberg, Andreas, Diestelhorst, Stephan, Al-Hashimi, Bashir and Merrett, Geoff (2018) Will it blend? Merging heterogeneous cores. Adaptive Many-Core Architectures and Systems Workshop, , York, United Kingdom. 13 - 15 Jun 2018. 3 pp . (In Press)
Reddy Basireddy, Karunakar, Wachter, Eduardo Weber, Al-Hashimi, Bashir M. and Merrett, Geoff (2018) Workload-Aware runtime energy management for HPC Systems. In Proceedings - 2018 International Conference on High Performance Computing and Simulation, HPCS 2018. Institute of Electrical and Electronics Engineers Inc. pp. 292-299 . (doi:10.1109/HPCS.2018.00057).
Basireddy, Karunakar Reddy, Wachter, Eduardo W., Al-Hashimi, Bashir M. and Merrett, Geoff V. (2018) Workload-aware runtime energy management for HPC systems. In International Workshop on Optimization of Energy Efficient HPC & Distributed Systems (OPTIM 2018). 8 pp . (In Press)

2017

Rodriguez Arreola, Alberto, Balsamo, Domenico, Merrett, Geoffrey and Weddell, Alexander (2017) A generic middleware for external peripheral state retention in transiently-powered sensor systems. 5th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems: ENSsys 2017, , Delft, Netherlands. 05 - 08 Nov 2017. (doi:10.1145/3142992.3143000).
Lazarescu, Bogdan, Balsamo, Domenico and Merrett, Geoff (2017) ARM mbed support for transient computing in energy harvesting IoT systems. ARM Research Summit 2017, Robinson College, Cambridge, United Kingdom. 11 - 13 Sep 2017. 1 pp .
Walker, Matthew, Diestelhorst, Stephan, Hansson, Andreas, Das, Anup, Yang, Sheng, Al-Hashimi, Bashir M. and Merrett, Geoff V. (2017) Accurate and stable run-time power modeling for mobile and embedded CPUs. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 36 (1), 106-119. (doi:10.1109/TCAD.2016.2562920).
Senkans, Uvis, Balsamo, Domenico, Verykios, Theodoros D. and Merrett, Geoff V. (2017) Applications of energy-driven and transient computing: a wireless bicycle trip counter. 15th ACM Conference on Embedded Networked Sensor Systems, , Delft, Netherlands. 05 - 08 Nov 2017. (In Press)
Senkans, Uvis, Balsamo, Domenico, Verykios, Theodoros D. and Merrett, Geoff V. (2017) Applications of energy-driven computing: a transiently-powered wireless cycle computer. 5th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems: ENSsys 2017, , Delft, Netherlands. 05 - 08 Nov 2017.
Merrett, Geoffrey (2017) CPU power estimation using PMCs and its application in gem5. ARM Research Summit 2017, Robinson College, Cambridge, United Kingdom. 11 - 13 Sep 2017. (In Press)
Basireddy, Karunakar Reddy, Walker, Matthew, Balsamo, Domenico, Diestelhorst, Stephan, Al-Hashimi, Bashir and Merrett, Geoffrey (2017) Empirical CPU power modelling and estimation in the gem5 simulator. In 2017 27th International Symposium on Power and Timing Modeling, Optimization and Simulation (PATMOS). IEEE. pp. 1-8 . (doi:10.1109/PATMOS.2017.8106988).
Singh, Amit, Prakash, Alok, Basireddy, Karunakar Reddy, Merrett, Geoffrey and Al-Hashimi, Bashir (2017) Energy efficient run-time mapping and thread partitioning of concurrent OpenCL applications on CPU-GPU MPSoCs. ACM Transactions on Embedded Computing Systems. (doi:10.1145/3126548).
Merrett, Geoff V and Al-Hashimi, Bashir B M (2017) Energy-Driven Computing: Rethinking the Design of Energy Harvesting Systems. In Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017. IEEE. 6 pp . (doi:10.23919/DATE.2017.7927130).
Balsamo, Domenico, Elboreini, Ali, Al-Hashimi, Bashir and Merrett, Geoffrey (2017) Exploring ARM mbed support for transient computing in energy harvesting IoT systems. 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017. 15 - 16 Jun 2017. (doi:10.1109/IWASI.2017.7974230).
Verykios, Theodoros D., Balsamo, Domenico and Merrett, Geoff V. (2017) Exploring energy efficient state retention in transiently-powered computing systems. IDEA League Doctoral School on Transiently Powered Computing, TU Delft, Delft, Netherlands. 08 - 10 Nov 2017.
Tenentes, Vasileios, Leech, Charles, Bragg, Graeme, Merrett, Geoffrey, Al-Hashimi, Bashir, Amrouch, Hussam, Henkel, Jörg and Das, Shidhartha (2017) Hardware and software innovations in energy-efficient system-reliability monitoring. In IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems. IEEE. 5 pp . (In Press) (doi:10.1109/DFT.2017.8244435).
Basireddy, Karunakar Reddy, Singh, Amit, Merrett, Geoff V. and Al-Hashimi, Bashir M. (2017) ITMD: run-time management of concurrent multi-threaded applications on heterogeneous multi-cores. Conference on Design, Automation and Test in Europe 2017 (DATE'17), Swisstech, Lausanne, Switzerland. 26 - 30 Mar 2017. 1 pp .
Reddy, Basireddy Karunakar, Singh, Amit, Biswas, Dwaipayan, Merrett, Geoff and Al-Hashimi, Bashir (2017) Inter-cluster thread-to-core mapping and DVFS on heterogeneous multi-cores. IEEE Transactions on Multiscale Computing Systems, 1-14. (doi:10.1109/TMSCS.2017.2755619).
Rodriguez Arreola, Alberto, Balsamo, Domenico, Zhenhua, Luo, Beeby, Stephen, Merrett, Geoff V. and Weddell, Alex S. (2017) Intermittently-powered energy harvesting step counter for fitness tracking. IEEE Sensors Applications Symposium (SAS) 2017, Rowan Univeristy, Glassboro, United States. 13 - 15 Mar 2017.
Singh, Amit, Leech, Charles, Basireddy, Karunakar Reddy, Al-Hashimi, Bashir and Merrett, Geoffrey (2017) Learning-based run-time power and energy management of multi/many-core systems: current and future trends. Journal of Low Power Electronics. (doi:10.1166/jolpe.2017.1492).
Biswas, Dwaipayan, Balagopal, Vibishna, Shafik, Rishad, Al-Hashimi, Bashir B M and Merrett, Geoff V (2017) Machine Learning for Run-Time Energy Optimisation in Many-Core Systems. In 2017 Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE. 5 pp .
Vougioukas, Ilias, Sandberg, Andreas, Diestelhorst, Stephan, Al-Hashimi, Bashir and Merrett, Geoffrey (2017) Nucleus: finding the sharing limit of heterogeneous cores. ACM Transactions on Embedded Computing Systems, 16 (5s). (doi:10.1145/3126544).
Bantock, James, Robert Benjamin, Tenentes, Vasileios, Al-Hashimi, Bashir and Merrett, Geoffrey (2017) Online tuning of Dynamic Power Management for efficient execution of interactive workloads. In IEEE/ACM International Symposium on Low Power Electronics and Design. IEEE. 6 pp . (doi:10.1109/ISLPED.2017.8009195).
Fletcher, Benjamin J., Balsamo, Domenico and Merrett, Geoff V. (2017) Power neutral performance scaling for energy harvesting MP-SoCs. In 2017 Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE.. (doi:10.23919/DATE.2017.7927231).
Merrett, Geoffrey (2017) Power-neutral computing for IoT devices. ARM Research Summit 2017, Robinson College, Cambridge, United Kingdom. 11 - 13 Sep 2017. (In Press)
Leech, Charles, Raykov, Yordan P., Ozer, Emre and Merrett, Geoff V. (2017) Real-time room occupancy estimation with Bayesian machine learning using a single PIR sensor and microcontroller. IEEE Sensors Applications Symposium (SAS) 2017, Rowan Univeristy, Glassboro, United States. 13 - 15 Mar 2017. 6 pp .
Weber Wachter, Eduardo, Merrett, Geoff V., Singh, Amit and Al-Hashimi, Bashir (2017) Reliable mapping and partitioning of performance-constrained OpenCL Applications on CPU-GPU MPSoCs. 15th IEEE/ACM Symposium on Embedded Systems for Real-Time Multimedia, , Seoul, Korea, Republic of. 14 - 20 Oct 2017. (doi:10.1145/3139315.3157088).
Leech, Charles, Vala, Charan Kumar, Acharyya, Amit, Yang, Sheng, Merrett, Geoffrey and Al-Hashimi, Bashir (2017) Run-time performance and power optimization of parallel disparity estimation on many-core platforms. ACM Transactions on Embedded Computing Systems. (In Press)
Verykios, Theodoros D., Balsamo, Domenico and Merrett, Geoff (2017) Selective policies for efficient state retention in transiently-powered systems. ARM Research Summit 2017, Robinson College, Cambridge, United Kingdom. 11 - 13 Sep 2017.
Balsamo, Domenico, Merrett, Geoff V., Zaghari, Bahareh, Wei, Yang, Ramchurn, Sarvapali, Stein, Sebastian, Weddell, Alexander and Beeby, Stephen (2017) Wearable and autonomous computing for future smart cities: open challenges. In 25th International Conference on Software, Telecommunications and Computer Networks (SoftCOM). IEEE. 5 pp . (doi:10.23919/SOFTCOM.2017.8115596).

2016

Das, Anup, Al-Hashimi, Bashir and Merrett, Geoff (2016) Adaptive and hierarchical run-time manager for energy-aware thermal management of embedded systems. ACM Transactions on Embedded Computing Systems, 15 (2), [24]. (doi:10.1145/2834120).
Martinez, Daniel, Shafik, Rishad, Acharyya, Amit and Merrett, Geoff V (2016) Design and implementation of an adaptive learning system: an MSc project experience. 11th European Workshop on Microelectronics Education (EWME), Southampton, United Kingdom. 10 - 12 May 2016. 6 pp . (doi:10.1109/EWME.2016.7496481).
Merrett, Geoff V. (2016) Energy harvesting and transient computing: a paradigm shift for embedded systems? Design Automation Conference (DAC) 2016, Austin, United States. 04 - 08 Jun 2016. 2 pp . (doi:10.1145/2897937.2905011).
Merrett, Geoff V. (2016) Energy-driven computing for energy-harvesting embedded systems. ARM Research Summit 2016, Cambridge, United Kingdom. 14 - 15 Sep 2016. (In Press)
Singhanat, Krongboon, Harris, Nicholas and Merrett, Geoff (2016) Experimental validation of opportunistic direct interconnection between different wireless sensor networks. In 2016 IEEE Sensors Applications Symposium (SAS). IEEE. 6 pp . (doi:10.1109/SAS.2016.7479814).
Balsamo, Domenico, Das, Anup, Weddell, Alex, Brunelli, Davide, Al-Hashimi, Bashir M., Merrett, Geoff V. and Benini, Luca (2016) Graceful performance modulation for power-neutral transient computing systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 35 (5), 738-749, [7403941]. (doi:10.1109/TCAD.2016.2527713).
Balsamo, Domenico, Weddell, Alex S., Das, Anup, Rodriguez Arreola, Alberto, Brunelli, Davide, Al-Hashimi, Bashir M., Merrett, Geoff V. and Benini, Luca (2016) Hibernus++: a self-calibrating and adaptive system for transiently-powered embedded devices. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 35 (12), 1968-1980. (doi:10.1109/TCAD.2016.2547919).
Merrett, Geoff V. and Vaughan, Alun S. (2016) Improving Learning of Electronic Engineering Skills through e-Learning: a Case Study. 11th European Workshop on Microelectronics Education (EWME 2016), Southampton, United Kingdom. 10 - 12 May 2016. 5 pp . (In Press)
Shafik, Rishad Ahmed, Yang, Sheng, Das, Anup K., Maeda-Nunez, Luis Alfonso, Merrett, Geoff V. and Al-Hashimi, Bashir (2016) Learning transfer-based adaptive energy minimization in embedded systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 35 (6), 877-890, [7308001]. (doi:10.1109/TCAD.2015.2481867).
Walker, Matthew J., Diestelhorst, Stephan, Hansson, Andreas, Balsamo, Domenico, Merrett, Geoff V. and Al-Hashimi, Bashir M. (2016) Thermally-aware composite run-time CPU power models. International Workshop on Power And Timing Modeling, Optimization and Simulation (PATMOS 2016), Bremen, Germany. 20 - 22 Sep 2016. 8 pp . (In Press)
Merrett, Geoff V. (2016) Transient and power-neutral computing: a paradigm shift for embedded systems? "Hilariously Low-Power Computing" Workshop (ASPLOS 2016), Atlanta, United States.

2015

Intana, Adisak, Poppleton, Michael R. and Merrett, Geoff V. (2015) A model-based trace testing approach for validation of formal co-simulation models. Symposium on Theory of Modeling and Simulation 2015, Spring Simulation Multi-Conference 2015, Alexandria, United States. 11 - 14 Apr 2015. 8 pp .
Lau, Sei Ping, Merrett, Geoff V., Weddell, Alex S. and White, Neil M. (2015) A traffic-aware street lighting scheme for smart cities using autonomous networked sensors. Computers & Electrical Engineering, 45, 192-207. (doi:10.1016/j.compeleceng.2015.06.011).
Shafik, Rishad Ahmed, Das, Anup K., Yang, Sheng, Merrett, Geoff V. and Al-Hashimi, Bashir (2015) Adaptive energy minimization of OpenMP parallel applications on many-core systems. 6th Workshop on Parallel Programming and Run-Time Management Techniques for Many-core Architectures, Amsterdam, Netherlands. 21 Jan 2015. 6 pp .
Yang, Sheng, Shafik, Rishad Ahmed, Merrett, Geoff V., Stott, Edward, Levine, Joshua, Davis, James and Al-Hashimi, Bashir (2015) Adaptive energy minimization of embedded heterogeneous system using regression-based learning. In 2015 25th International Workshop on Power and Timing Modeling, Optimization and Simulation (PATMOS). IEEE. 8 pp . (doi:10.1109/PATMOS.2015.7347594).
Yang, Sheng, Shafik, Rishad Ahmed, Khursheed, Saqib, Flynn, David, Merrett, Geoff V. and Al-Hashimi, Bashir (2015) Application-specific memory protection policies for energy-efficient reliable design. IEEE International ESWEEK Symposium on Rapid System Prototyping, Amsterdam, Netherlands. 07 - 08 Oct 2015. 7 pp .
Rodriguez Arreola, Alberto, Balsamo, Domenico, Das, Anup, Weddell, Alex S., Brunelli, Davide, Al-Hashimi, Bashir and Merrett, Geoff (2015) Approaches to Transient Computing for Energy Harvesting Systems - A Quantitative Evaluation. ENSsys '15 Proceedings of the 3rd International Workshop on Energy Harvesting Energy Neutral Sensing Systems, Seoul, Korea, Republic of. 01 - 04 Nov 2015. pp. 3-8 . (doi:10.1145/2820645.2820652).
Zia, Huma, Harris, Nick and Merrett, Geoff V. (2015) Data-driven low-complexity nitrate loss model utilizing sensor information – towards collaborative farm management with wireless sensor networks. 2015 IEEE Sensors Applications Symposium, Zadar, Croatia. 11 - 14 Apr 2015. 6 pp .
Tinsley, Nick F., Witts, Stuart T., Ansell, Jacob M. R., Barnes, Emily, Jenkins, Simeon M., Raveendran, Dhanushan, Merrett, Geoff V. and Weddell, Alex S. (2015) Enspect: a Complete Tool using Modeling and Real Data to Assist the Design of Energy Harvesting Systems. 3rd International Workshop on Energy Neutral Sensing Systems (ENSsys 2015), Seoul, Korea, Republic of. 6 pp . (doi:10.1145/2820645.2820648).
Das, Anup K., Walker, Matthew, Hansson, Andreas, Al-Hashimi, Bashir and Merrett, Geoff V. (2015) Hardware-software interaction for run-time power optimization: a case study of embedded linux on multicore smartphones. International Symposium on Low Power Electronics and Design, Rome, Italy. 21 - 23 Jul 2015.
Balsamo, Domenico, Weddell, Alex, Merrett, Geoff V., Al-Hashimi, Bashir M., Brunelli, Davide and Benini, Luca (2015) Hibernus: sustaining computation during intermittent supply for energy-harvesting systems. IEEE Embedded Systems Letters, 7 (1), 15-18. (doi:10.1109/LES.2014.2371494).
Merrett, Geoff V., Huang, Hui and White, Neil M. (2015) Modeling the effect of orientation on human-powered inertial energy harvesters. IEEE Sensors Journal, 15 (1), 434-441. (doi:10.1109/JSEN.2014.2346019).
Maeda-Nunez, Luis Alfonso, Das, Anup K., Shafik, Rishad A., Merrett, Geoff V. and Al-Hashimi, Bashir (2015) PoGo: an application-specific adaptive energy minimisation approach for embedded systems. HiPEAC Workshop on Energy Efficiency with Heterogenous Computing (EEHCO). 19 - 21 Jan 2015. 6 pp .
Tinsley, Nick F., Witts, Stuart T., Ansell, Jacob M. R., Barnes, Emily, Jenkins, Simeon M., Raveendran, Dhanushan, Merrett, Geoff V. and Weddell, Alex S. (2015) Poster Abstract: Enspect—Simplifying the Design of Energy Harvesting Systems. 13th ACM Conference on Embedded Networked Sensor Systems (SenSys 2015), Korea, Republic of, Korea, Republic of. 01 - 04 Nov 2015. 2 pp . (In Press) (doi:10.1145/2809695.2817887).
Lau, Sei Ping, Weddell, Alex S., White, Neil M. and Merrett, Geoff V. (2015) Poster Abstract: Solar-Powered Adaptive Street Lighting Evaluated with Real Traffic and Sunlight Data. 13th ACM Conference on Embedded Networked Sensor Systems (SenSys 2015), Korea, Republic of, Korea, Republic of. 01 - 04 Nov 2015. 2 pp . (In Press) (doi:10.1145/2809695.2817886).
Das, Anup K., Walker, Mathew J., Merrett, Geoff V. and Hashimi, B.M. (2015) Reinforcement learning-based DPM-DVFS trade-off for thermal-aware power optimization of embedded systems. WIP at Design Automation Conference (DAC), San Francisco, United States. 06 - 10 Jun 2015. (In Press)
Walker, Matthew J., Das, Anup K., Merrett, Geoff V. and Hashimi, B.M. (2015) Run-time power estimation for mobile and embedded asymmetric multi-core CPUs. HIPEAC Workshop on Energy Efficiency with Heterogenous Computing, Amsterdam, Netherlands. 19 - 21 Jan 2015. 6 pp .
Das, Anup, Merrett, Geoff V. and Al-Hashimi, Bashir M. (2015) The Slowdown or Race-to-idle Question: Workload-Aware Energy Optimization of SMT Multicore Platforms under Process Variation. Conference on Design, Automation and Test in Europe 2016, Dresden, Germany. 14 - 18 Mar 2016. 4 pp . (In Press) (doi:10.5258/SOTON/404445).
Shafik, Rishad Ahmed, Das, Anup K., Yang, Sheng, Merrett, Geoff V. and Al-Hashimi, Bashir (2015) Thermal-aware adaptive energy minimization of open MP parallel applications. DATE2015: Workshop on Designing with Uncertainty - Opportunities & Challenges in Conjunction with Design and Test in Europe (DATE) Conference, Grenoble, France. 09 - 13 Mar 2015. pp. 1-3 .
Salehi Fathabadi, Asieh, Maeda-Nunez, Luis Alfonso, Butler, Michael, Al-Hashimi, Bashir and Merrett, Geoff (2015) Towards automatic code generation of run-time power management for embedded systems using formal methods. 9th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC-15), Turin, Italy. 22 - 24 Sep 2015. 8 pp .
Zia, H, Harris, N, Merrett, G and Rivers, M (2015) Validation of a Low Complexity Machine Learning Discharge Predictive Model. Computers and Electronics in Agriculture, 350-360. (doi:10.1016/j.compag.2015.09.012).
Das, Anup, Merrett, Geoffrey, Tribastone, Mirco and Al-Hashimi, Bashir (2015) Workload change point detection for run-time thermal management of embedded systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 1-16. (In Press)
Das, Anup K., Shafik, Rishad Ahmed, Merrett, Geoff V., Hashimi, B.M., Kumar, Akash and Veeravalli, Bharadwaj (2015) Workload uncertainty characterization and adaptive frequency scaling for energy minimization of embedded systems. Conference on Design, Automation & Test in Europe, Grenoble, France. 09 - 13 Mar 2015. 6 pp .

2014

Intana, Adisak, Poppleton, Michael R. and Merrett, Geoff V. (2014) A formal co-simulation approach for wireless sensor network development. Electronic Communications of the EASST, 70, 1-15.
Zilli, Davide, Parson, Oliver, Merrett, Geoff V. and Rogers, Alex (2014) A hidden Markov model-based acoustic cicada detector for crowdsourced smartphone biodiversity monitoring. Journal of Artificial Intelligence Research, 51, 805-827. (doi:10.1613/jair.4434).
Zia, Huma, Harris, Nick and Merrett, Geoff V. (2014) A low complexity data driven model of environmental discharge dynamics for sensor network applications. Eurosensors XXVIII, Brescia, Italy. 06 - 09 Sep 2014.
Shafik, Rishad Ahmed, Das, Anup K., Yang, Sheng, Merrett, Geoff V. and Al-Hashimi, Bashir (2014) Design considerations for reliable embedded systems. In, Swingler, Jonathan (ed.) Reliability Characterisation of Electrical and Electronic Systems. (Woodhead Publishing Series in Electronic and Optical Materials, 74) London, GB. Woodhead Publishing.
Singhanat, Krongboon, Jiang, Teng, Merrett, Geoff V and Harris, Nick R. (2014) Empirical Evaluation of OI-MAC: Direct Interconnection between Wireless Sensor Networks for Collaborative Monitoring. 2015 IEEE Sensors Applications Symposium, Zadar, Croatia. 11 - 14 Apr 2015. 5 pp . (In Press)
Zia, Huma, Harris, Nick and Merrett, Geoff V. (2014) Empirical modeling and simulation for discharge dynamics enabling catchment-scale water quality management. The 26th European Modeling & Simulation Symposium. 09 - 11 Sep 2014. (Submitted)
Jiang, Teng, Merrett, Geoff V. and Harris, N.R. (2014) Enabling opportunistic energy trading between overlapping energy harvesting wireless sensor networks. 2nd International Workshop on Energy Neutral Sensing Systems (ENSsys 2014), Memphis, United States. 06 Nov 2014. pp. 25-30 . (doi:10.1145/2675683.2675688).
Lau, Sei Ping, Weddell, Alex S., Merrett, Geoff V. and White, NM (2014) Energy-neutral solar-powered street lighting with predictive and adaptive behaviour. 2nd International Workshop on Energy Neutral Sensing Systems (ENSsys 2014), Memphis, United States. 06 Nov 2014. pp. 13-18 . (doi:10.1145/2675683.2675690).
Pantidi, Nadia, Moran, Stuart, Bachour, Khaled, Rodden, Tom, Zilli, Davide, Merrett, Geoff V. and Rogers, Alex (2014) Field testing a rare species bioacoustic smartphone application: challenges and future considerations. 3rd IEEE International Workshop on the Social Implication of Pervasive Computing for Sustainable Living (SIPC '14), Budapest, Hungary. 24 - 28 Mar 2014. 6 pp .
Shafik, Rishad Ahmed, Das, Anup K., Yang, Sheng, Merrett, Geoff V. and Al-Hashimi, Bashir (2014) Learning-based runtime management of energy-efficient and reliable many-core systems. ESWEEK Workshop on Compiler Assisted SoC Assembly (CASA), Delhi, Union Territory of, India. 1 pp .
Moran, Stuart, Pantidi, Nadia, Rodden, Tom, Chamberlain, Alan, Griffiths, Chloe, Zilli, Davide, Merrett, Geoff V. and Rogers, Alex (2014) Listening to the forest and its curators: lessons learnt from a bioacoustic smartphone application deployment. ACM CHI Conference on Human Factors in Computing Systems, Toronto, Canada. 25 - 30 Apr 2014. (doi:10.1145/2556288.2557022).
Das, Anup K., Shafik, Rishad Ahmed, Merrett, Geoff V., Al-Hashimi, Bashir M., Kumar, Akash and Veeravalli, Bharadwaj (2014) Reinforcement learning-based inter- and intra-application thermal optimization for lifetime improvement of multicore systems. DAC2014: Design Automation Conference, San Francisco, United States. 31 May - 04 Jun 2014.
Lau, Sei Ping, Merrett, Geoff V., Weddell, Alex S. and White, Neil M. (2014) StreetlightSim: a simulation environment to evaluate networked and adaptive street lighting. IEEE Asia Pacific Conference on Wireless and Mobile Technologies 2014, Bali, Indonesia. 27 - 29 Aug 2014. 6 pp . (Submitted)
Zia, Huma, Harris, N.R. and Merrett, Geoff V. (2014) Water quality monitoring, control and management (WQMCM) framework using collaborative wireless sensor networks. 11th International Conference on Hydroinformatics (HIC) 2014, New York City, United States. 16 - 20 Aug 2014. (In Press)

2013

Weddell, Alexander S., Magno, Michele, Merrett, Geoff V., Brunelli, Davide, Al-Hashimi, Bashir and Benini, Luca (2013) A Survey of Multi-Source Energy Harvesting Systems. Design, Automation and Test in Europe (DATE), Grenoble, France. 18 - 22 Mar 2013. 4 pp . (doi:10.7873/DATE.2013.190).
Beeby, S.P., Wang, Leran, Zhu, Dibin, Weddell, Alex, Merrett, Geoff V., Stark, Bernard, Szarka, Gyorgy and Al-Hashimi, Bashir M. (2013) A comparison of power output from linear and non-linear kinetic energy harvesters using real vibration data. Smart Materials and Structures, 22 (7), 75022. (doi:10.1088/0964-1726/22/7/075022).
Zilli, Davide, Parson, Oliver, Merrett, Geoff and Rogers, Alex (2013) A hidden Markov model-based acoustic cicada detector for crowdsourced smartphone biodiversity monitoring. 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), , Beijing, China. 03 - 09 Aug 2013. pp. 2945-2951 .
Mistry, Jatin, Myers, James, Al-Hashimi, Bashir, Flynn, David, Biggs, John and Merrett, Geoff V. (2013) Active mode subclock power gating. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 1-11. (doi:10.1109/TVLSI.2013.2280886).
Intana, Adisak, Poppleton, Michael R. and Merrett, Geoff V. (2013) Adding value to WSN simulation through formal modelling and analysis. Fourth International Workshop on Software Engineering for Sensor Network Applications (SESENA), 2013, San Francisco, United States. 17 - 25 May 2013.
Zia, Huma, Harris, Nick and Merrett, Geoff V. (2013) Collaborative catchment-scale water quality management using integrated wireless sensor networks. European Geosciences Union General Assembly 2013, Austria, Republic of, Austria. 06 - 11 Apr 2013.
Kazmierski, Tom J., Wang, Leran, Al-Hashimi, Bashir and Merrett, Geoff V. (2013) DoE-based performance optimization of energy management in sensor nodes powered by tunable energy-harvesters. Design, Automation and Test in Europe (DATE 13), Grenoble, France. 18 - 22 Mar 2013. p. 484 . (doi:10.7873/DATE.2013.110).
Wang, Ning, Merrett, Geoff V., Maunder, Robert G. and Rogers, Alex (2013) Energy and Accuracy Trade-Offs in Accelerometry-Based Activity Recognition. 2013 22nd International Conference on Computer Communications and Networks (ICCCN), Nassau, Bahamas. 29 Jul - 01 Aug 2013. pp. 1-6 . (doi:10.1109/ICCCN.2013.6614133).
Li, Xun, Merrett, Geoff V. and White, Neil M. (2013) Energy-efficient data acquisition for accurate signal estimation in wireless sensor networks. EURASIP Journal on Wireless Communications and Networking, 2013 (230), 1-15. (doi:10.1186/1687-1499-2013-230).
Lau, Sei Ping, Merrett, Geoff V. and White, Neil M. (2013) Energy-efficient street lighting through embedded adaptive intelligence. Symposium on Intelligent Transportation Systems (ICALT-ITS’2013), Sousse, Tunisia. 28 - 30 May 2013. (doi:10.1109/ICAdLT.2013.6568434).
Kazmierski, Tom, Wang, Leran, Merrett, Geoff V., Al-Hashimi, Bashir and Aloufi, Mansour (2013) Fast design space exploration of vibration-based energy harvesting wireless sensors. IEEE Sensors Journal, 13 (11), 4393-4401. (doi:10.1109/JSEN.2013.2263792).
Yang, Sheng, Khursheed, Saqib, Al-Hashimi, Bashir M., Flynn, David and Merrett, Geoff V. (2013) Improved state integrity of flip-flops for voltage scaled retention under PVT variation. IEEE Transactions on Circuits and Systems I: Regular Papers, 60 (11), 1-9. (doi:10.1109/TCSI.2013.2252640).
Merrett, Geoff V. (2013) New tricks with old sensors: Pervasive Technologies for Novel Applications. Sensors & their Applications XVII, Dubrovnik, Croatia. 15 - 17 Sep 2013. p. 12002 . (doi:10.1088/1742-6596/450/1/012002).
Jiang, Teng, Merrett, Geoff V. and Harris, N.R. (2013) Opportunistic direct interconnection between co-located wireless sensor networks. Sixth International Workshop on Sensor Networks, Nassau, Bahamas. 29 Jul - 01 Aug 2013. 5 pp .
Jiang, Teng, Merrett, Geoff V. and Harris, N.R. (2013) Opportunistic energy trading between co-located energy-harvesting wireless sensor networks. 1st International Workshop on Energy Neutral Sensing Systems, Rome, Italy. 11 - 14 Nov 2013. (doi:10.1145/2534208.2534212).
Intana, Adisak, Poppleton, Michael R. and Merrett, Geoff V. (2013) Proof-based formal methods for WSN development with Simulation Approach. 2013 Rodin Workshop, Turku, Finland. 09 - 10 Jun 2013.
Zia, Huma, Harris, Nick, Merrett, Geoff V., Rivers, Mark and Coles, Neil (2013) The impact of agricultural activities on water quality: a case for collaborative catchment-scale management using integrated wireless sensor networks. Computers and Electronics in Agriculture, (96), 126-138. (doi:10.1016/j.compag.2013.05.001).
Weddell, Alex S., Zhu, Dibin, Merrett, Geoff V., Beeby, Stephen P. and Al-Hashimi, Bashir M. (2013) Tunable vibration energy harvester. 1st International Workshop on Energy Neutral Sensing Systems (ENSsys 2013), Rome, Italy. 14 Nov 2013. (doi:10.1145/2534208.2534226).

2012

Demain, Sara H., Cunningham, Sarah, Metcalf, Cheryl, Zheng, Deyi and Merrett, Geoff V. (2012) A narrative review on haptic devices: relating the physiology and psychophysical properties of the hand to devices for rehabilitation in central nervous system disorders. Disability and Rehabilitation: Assistive Technology.
Weddell, Alex S., Zhu, Dibin, Merrett, Geoff V., Beeby, S.P. and Al-Hashimi, B.M. (2012) A practical self-powered sensor system with a tunable vibration energy harvester. PowerMEMS 2012, Atlanta, United States. 02 - 05 Dec 2012. 4 pp .
Wood, Alex L., Merrett, Geoff V., Gunn, Steve R., Al-Hashimi, Bashir M., Shadbolt, Nigel R and Hall, Wendy (2012) Adaptive sampling in context-aware systems: a machine learning approach. IET Wireless Sensor Systems 2012, London, United Kingdom. 17 - 18 Jun 2012. 5 pp .
Kazmierski, Tom, Wang, Leran, Al-Hashimi, Bashir and Merrett, Geoff V. (2012) An explicit linearized state-space technique for accelerated simulation of electromagnetic vibration energy harvesters. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 31 (4), 522-531. (doi:10.1109/TCAD.2011.2176124).
Wood, Alex L., Merrett, Geoff V., de Jager, Dirk, Al-Hashimi, Bashir M., O'Hara, Kieron, Shadbolt, Nigel R. and Hall, Wendy (2012) DejaView: Help with memory, when you need it. SenseCam 2012: Third Annual Symposium, Oxford, United Kingdom. 02 - 03 Apr 2012. 20 pp .
Zilli, D. and Merrett, G.V. (2012) Design and comparative analysis of single-path and epidemic approaches to information and energy management in wireless sensor networks. IET Wireless Sensor Systems 2012, London, United Kingdom. 17 - 18 Jun 2012. 5 pp .
Huang, Hui, Merrett, Geoff V. and White, Neil M. (2012) Design of a linearized magnetic spring for body-worn inertial energy harvesters. International Workshop on Algorithms and Concepts for Networked Sensing Systems Powered by Energy Harvesters (EnHaNSS'12), Antwerp, Belgium. 10 - 13 Jun 2012. 4 pp .
Kazmierski, Tom, Merrett, Geoff V., Wang, Leran, Al-Hashimi, Bashir, Weddell, Alex and Ayala Garcia, Ivo (2012) Modeling of Wireless Sensor Nodes Powered by Tunable Energy Harvesters: HDL-Based Approach. IEEE Sensors Journal, 12 (8), 2680-2689. (doi:10.1109/JSEN.2012.2196037).
Weddell, Alex S., Merrett, Geoff V. and Al-Hashimi, Bashir M. (2012) Photovoltaic sample-and-hold circuit enabling MPPT indoors for low-power systems. IEEE Transactions on Circuits and Systems I: Regular Papers, 59 (6), 1196-1204. (doi:10.1109/TCSI.2011.2173393).
Merrett, Geoff V. and Weddell, Alex S. (2012) Supercapacitor leakage in energy-harvesting sensor nodes: fact or fiction? International Workshop Algorithms and Concepts for Networked Sensing Systems Powered by Energy Harvesters 2012 (EnHaNSS'12), Antwerp, Belgium. 10 Jun 2012. 5 pp .
Poppleton, Michael R. and Merrett, Geoff V. (2012) Towards a Principled and Evolvable Approach to Software Development for Future Wireless Sensor Networks. Third International Workshop on Software Engineering for Sensor Network Applications, Zurich, Switzerland. 2 pp .
Weddell, Alex S., Merrett, Geoff V., Barrow, Stuart and Al-Hashimi, Bashir M. (2012) Vibration-powered sensing system for engine condition monitoring. IET Wireless Sensor Systems 2012, London, United Kingdom. 17 - 18 Jun 2012. 5 pp .

2011

Huang, Hui, Merrett, Geoff, Metcalf, Cheryl and White, Neil (2011) A Feasibility Study on Body-Worn Inertial Energy Harvesting during Walking and Running. Energy Harvesting 2011, IET London, Savoy Place, London, United Kingdom. (In Press)
De Jager, Dirk, Wood, Alex L., Merrett, Geoff V., Al-Hashimi, Bashir M., O'Hara, Kieron, Shadbolt, Nigel R. and Hall, Wendy (2011) A low-power, distributed, pervasive healthcare system for supporting memory. 1st ACM MobiHoc Workshop on Pervasive Wireless Healthcare (MobileHealth 2011), Paris, France.
Wang, Leran, Kazmierski, Tom, Al-Hashimi, Bashir, Weddell, Alex, Merrett, Geoff and Ayala Garcia, Ivo (2011) Accelerated simulation of tunable vibration energy harvesting systems using a linearised state-space technique. Design, Test and Automation in Europe (DATE 2011), Grenoble, France. 14 - 18 Mar 2011.
Weddell, Alex, Merrett, Geoff V., Kazmierski, Tom and Al-Hashimi, Bashir (2011) Accurate supercapacitor modeling for energy-harvesting wireless sensor nodes. IEEE Transactions on Circuits and Systems II: Express Briefs, 58 (12), 911-915. (doi:10.1109/TCSII.2011.2172712).
Merrett, Geoff V, Metcalf, Cheryl D, Zheng, Deyi, Cunningham, Sarah, Barrow, Stuart and Demain, Sara H (2011) Design and Qualitative Evaluation of Tactile Devices for Stroke Rehabilitation. IET Assisted Living 2011, London, United Kingdom.
Xun, Li, Shiqi, Tang, Merrett, Geoff and White, Neil (2011) Energy-Efficient Data Acquisition in Wireless Sensor Networks through Spatial Correlation. IEEE Int'l Conf. Mechatronics and Automation (ICMA 2011), Beijing, China. 06 - 09 Aug 2011. pp. 1068-1073 .
Huang, Hui, Merrett, Geoff and White, Neil (2011) Human-powered inertial energy harvesters: the effect of orientation, location and activity on obtainable power. Eurosensors XXV, Athens, Greece. 03 - 06 Sep 2011.
Weddell, Alex, Merrett, Geoff and Al-Hashimi, Bashir (2011) Ultra low-power photovoltaic MPPT technique for indoor and outdoor wireless sensor nodes. Design, Automation and Test in Europe (DATE), Grenoble, France. 14 - 18 Mar 2011. 4 pp .
Merrett, Geoff V. (2011) Wireless Sensor Networks for Process Monitoring: The Rise of Remote Control (Editorial). Energy and Environmental Management, 2011 (Summer), 43-43.

2010

Merrett, Geoff V., Ettabib, Mohamed A., Peters, Christian, Hallett, Georgina and White, Neil M. (2010) Augmenting forearm crutches with wireless sensors for lower limb rehabilitation. Measurement Science and Technology, 21 (12), 1-10. (doi:10.1088/0957-0233/21/12/124008).
Merrett, Geoff, Weddell, Alex and Harris, Nick (2010) Wireless Devices and Sensor Networks. In, Beeby, Steve and White, Neil (eds.) Energy Harvesting for Autonomous Systems. Artech House, pp. 7-44.

2009

Merrett, Geoff V, Peters, Christian, Hallett, Georgina and White, Neil M (2009) An Instrumented Crutch for Monitoring Patients' Weight Distribution during Orthopaedic Rehabilitation. Eurosensors XXIII, Lausanne, Switzerland. 05 - 08 Sep 2009.
Weddell, Alex S., Merrett, Geoff V., Harris, Nick R. and White, Neil M. (2009) Energy Devices for Sensor Networks: Properties for Simulation and Deployment. Wireless Communications, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology (Wireless VITAE); Special Session: Energy-Harvesting Wireless Sensor Networks, Aalborg, Denmark. 16 - 19 May 2009. pp. 26-30 . (In Press)
Merrett, Geoff, White, Neil, Harris, Nick and Al-Hashimi, Bashir (2009) Energy-Aware Simulation for Wireless Sensor Networks. Sixth Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON 2009), Rome, Italy. 21 - 25 Jun 2009.
Weddell, A. S., Teacy, W. T. L., Grabham, N. J., Merrett, G. V., Harris, N. R., Rogers, A., White, N. M. and Jennings, N. R. (2009) Plug-and-Play Power Resources and Agent-Based Coordination for Energy-Aware Wireless Sensor Nodes. WiSIG Wireless Sensing Showcase 2009, National Physical Laboratory, Teddington, United Kingdom.

2008

Merrett, Geoff V, Weddell, Alex S., Harris, Nick R, Al-Hashimi, Bashir M and White, Neil M (2008) A Structured Hardware/Software Architecture for Embedded Sensor Nodes. 17th International Conference on Computer Communications and Networks, St Thomas, Virgin Islands (), United States. 02 - 06 Aug 2008.
Merrett, Geoff V., Weddell, Alex S., Berti, Luca, Harris, Nick R., White, Neil M. and Al-Hashimi, Bashir M. (2008) A Wireless Sensor Network for Cleanroom Monitoring. Eurosensors 2008, Dresden, Germany. 06 - 10 Sep 2008. pp. 1553-1556 .
Merrett, Geoff V., Weddell, Alexander S., Lewis, Adam P., Harris, Nick R., Al-Hashimi, Bashir M. and White, Neil M. (2008) An Empirical Energy Model for Supercapacitor Powered Wireless Sensor Nodes. 17th International IEEE Conference on Computer Communications and Networks, St Thomas, Virgin Islands (), United States. 02 - 06 Aug 2008.
Weddell, Alexander S., Merrett, Geoff V., Harris, Nick R. and Al-Hashimi, Bashir M. (2008) Energy Harvesting and Management for Wireless Autonomous Sensors. Measurement + Control, 41 (4), 104-108.
Merrett, Geoff V., Harris, Nick R., Al-Hashimi, Bashir M. and White, Neil M. (2008) Energy managed reporting for wireless sensor networks. Sensors and Actuators A: Physical, 142 (1), 379-389. (doi:10.1016/j.sna.2007.04.040).
Merrett, Geoff V. (2008) Energy- and information-managed wireless sensor networks: modelling and simulation. University of Southampton, School of Electronics and Computer Science, Doctoral Thesis, 208pp.
Maunder, R. G., Weddell, A. S., Merrett, G. V., Al-Hashimi, B. M. and Hanzo, L. (2008) Iterative Decoding for Redistributing Energy Consumption in Wireless Sensor Networks. International Conference on Computer Communications and Networks, St. Thomas, U.S. Virgin Islands. 02 - 06 Aug 2008.
Mathioudakis, Ioannis, White, Neil M., Harris, Nick R. and Merrett, Geoff V. (2008) Wireless Sensor Networks:A case study for Energy Efficient Environmental Monitoring. Eurosensors 2008, Dresden, Germany. 06 - 10 Sep 2008.

2006

Merrett, Geoff V., Harris, Nick R., Al-Hashimi, Bashir M. and White, Neil M. (2006) Energy Controlled Reporting for Industrial Monitoring Wireless Sensor Networks. IEEE Sensors 2006, Daegu, Korea. 21 - 24 Oct 2006. pp. 892-895 .
Merrett, G. V., Harris, N. R., Al-Hashimi, B. M. and White, N. M. (2006) Rule Managed Reporting in Energy Controlled Wireless Sensor Networks. Eurosensors XX, Gothenburg, Sweden. 16 - 19 Sep 2006. pp. 402-403 .
Merrett, Geoff V., Weddell, Alex S., Harris, Nick R., White, Neil M. and Al-Hashimi, Bashir M. (2006) The Unified Framework for Sensor Networks: A Systems Approach University of Southampton

2005

Merrett, Geoff, Al-Hashimi, Bashir M., White, Neil M. and Harris, Nick R. (2005) Information Managed Wireless Sensor Networks with Energy Aware Nodes. 2005 NSTI Nanotechnology Conference and Trade Show (NanoTech 2005), Anaheim, California. 07 - 11 May 2005. pp. 367-370 .
Merrett, Geoff V., Al-Hashimi, Bashir M., White, Neil M. and Harris, Nick R. (2005) Resource Aware Sensor Nodes in Wireless Sensor Networks. Sensors & their Applications XIII, Chatham Maritime, Kent. 05 - 07 Sep 2005. pp. 137-142 .

2004

Merrett, Geoff and Al-Hashimi, Bashir M. (2004) Leakage Power Analysis and Comparison of Deep Submicron Logic Gates. IEEE 14th International Workshop on Power And Timing Modeling, Optimization and Simulation (PATMOS 2004), Santorini, Greece. pp. 198-207 .

Dataset

Das, Anup, Al-Hashimi, Bashir and Merrett, Geoffrey (2015) Adaptive and Hierarchical Run-time Manager for Energy-Aware Thermal Management of Embedded Systems. University of Southampton doi:10.5258/SOTON/382855 [Dataset]
Vougioukas, Ilias (2019) Complementary dataset to "BRB: Mitigating Branch Predictor Side-Channels.". University of Southampton doi:10.5258/SOTON/D0739 [Dataset]
Vougioukas, Ilias (2017) Complementary dataset to "Nucleus: Finding the sharing limit of heterogeneous cores". University of Southampton doi:10.5258/SOTON/D0161 [Dataset]
Ortega Alban, Andre, Paola (2018) Data for 'Automated Negotiation for Opportunistic Energy Trading Between Neighbouring Wireless Sensor Networks'. University of Southampton doi:10.5258/SOTON/D0621 [Dataset]
Sabetsarvestani, Mohammadamin, Hare, Jonathon and Merrett, Geoffrey (2021) Data for Similarity-aware CNN for Efficient Video Recognition at the Edge. University of Southampton doi:10.5258/SOTON/D2067 [Dataset]
Balsamo, Domenico, Weddell, Alexander, Das, Anup, Rodriguez Arreola, Alberto, Brunelli, Davide, Al-Hashimi, Bashir, Merrett, Geoffrey and Benini, Luca (2016) Data-set supporting the article entitled "Hibernus++: A Self-calibrating and Adaptive System for Transiently-Powered Embedded Devices". University of Southampton doi:10.5258/SOTON/389749 [Dataset]
Balsamo, Domenico, Fletcher, Benjamin, James, Weddell, Alexander, Karatziolas, Giorgos, Al-Hashimi, Bashir and Merrett, Geoff (2018) Data-set supporting the article entitled "Power Neutral Performance Scaling with Intrinsic MPPT for Energy Harvesting Computing Systems". University of Southampton doi:10.5258/SOTON/D0679 [Dataset]
Weber wachter, Eduardo, Bellefroid, Cédric de, Basireddy, Karunakar Reddy, Singh, Amit Kumar, Al-Hashimi, Bashir and Merrett, Geoff (2019) Dataset Supporting the article entitled "Predictive Thermal Management for Energy-efficient Execution of Concurrent Applications on Heterogeneous Multi-cores". University of Southampton doi:10.5258/SOTON/D0793 [Dataset]
Ivanescu, Teodor, El-Hajjar, Mohammed and Merrett, Geoffrey (2021) Dataset for 'ANTS'21 W5 AIMLECV - Route Lifetime Analysis in Vehicular Networks'. University of Southampton doi:10.5258/SOTON/D2039 [Dataset]
Parry, Hishan (2021) Dataset for "Dynamic Transformer for Efficient Machine Translation on Embedded Devices". University of Southampton doi:10.5258/SOTON/D1908 [Dataset]
Xun, Lei (2021) Dataset for "Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms". University of Southampton doi:10.5258/SOTON/D1804 [Dataset]
Cetinkaya, Oktay (2019) Dataset for "Energy-neutral Wireless-powered Networks". University of Southampton doi:10.5258/SOTON/D0928 [Dataset]
Zhan, Jie (2021) Dataset for "Exploring the Effect of Energy Storage Sizing on Intermittent Computing System Performance". University of Southampton doi:10.5258/SOTON/D1785 [Dataset]
Bi, Jia (2021) Dataset for "GhostShiftAddNet: More Features from Energy-Efficient Operations". University of Southampton doi:10.5258/SOTON/D2007 [Dataset]
Xun, Lei (2020) Dataset for "Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms". University of Southampton doi:10.5258/SOTON/D1245 [Dataset]
Xun, Lei (2019) Dataset for "Optimising Resource Management for Embedded Machine Learning". University of Southampton doi:10.5258/SOTON/D1154 [Dataset]
Papandroulidakis, Georgios, Serb, Alexantrou, Khiat, Ali, Merrett, Geoff and Prodromakis, Themis (2019) Dataset for "Practical Implementation of Memristor-Based Threshold Logic Gates". University of Southampton doi:10.5258/SOTON/D0824 [Dataset]
Basireddy, Karunakar Reddy, Weber Wachter, Eduardo, Al-Hashimi, Bashir and Merrett, Geoff (2018) Dataset for "Workload-Aware Runtime Energy Management for HPC Systems". University of Southampton doi:10.5258/SOTON/D0517 [Dataset]
Basireddy, Karunakar Reddy, Walker, Matthew, Balsamo, Domenico, Diestelhorst, Stephan, Al-Hashimi, Bashir and Merrett, Geoffrey (2017) Dataset for Empirical CPU Power Modelling and Estimation in the gem5 Simulator. University of Southampton doi:10.5258/SOTON/D0173 [Dataset]
Leech, Charles, Basireddy, Karunakar Reddy, Singh, Amit, Merrett, Geoffrey and Al-Hashimi, Bashir (2017) Dataset for Learning-based Run-time Power and Energy Management of Multi/Many-core Systems: Current and Future Trends. University of Southampton doi:10.5258/SOTON/D0109 [Dataset]
Bantock, James, Robert Benjamin, Al-Hashimi, Bashir and Merrett, Geoff (2020) Dataset for Mitigating Interactive Performance Degradation from Mobile Device Thermal Throttling. University of Southampton doi:10.5258/SOTON/D1351 [Dataset]
Bantock, James, Robert Benjamin, Tenentes, Vasileios, Al-Hashimi, Bashir and Merrett, Geoffrey (2017) Dataset for Online Tuning of Dynamic Power Management for Efficient Execution of Interactive Workloads. University of Southampton doi:10.5258/SOTON/D0100 [Dataset]
Papandroulidakis, Georgios (2021) Dataset for PhD Thesis "Experimental Demonstration of RRAM-based Computational Cells for Reconfigurable Mixed-Signal Neuro-Inspired Circuits and Systems". University of Southampton doi:10.5258/SOTON/D2031 [Dataset]
Isuwa, Samuel (2022) Dataset for QUAREM: Maximising QoE through Adaptive Resource Management in Mobile MPSoC Platforms. University of Southampton doi:10.5258/SOTON/D2153 [Dataset]
Weber Wachter, Eduardo and Singh, Amit (2017) Dataset for Reliable Mapping and Partitioning of Performance-constrained OpenCL Applications on CPU-GPU MPSoCs. University of Southampton doi:10.5258/SOTON/D0258 [Dataset]
Wong, Samuel Chang Bing, Merrett, Geoff, Weddell, Alexander, Cetinkaya, Oktay, Balsamo, Domenico and Rodriguez Arreola, Alberto (2020) Dataset for: A Control Flow for Transiently-Powered Energy Harvesting Sensor Systems. University of Southampton doi:10.5258/SOTON/D1364 [Dataset]
Cetinkaya, Oktay (2020) Dataset for: Efficient Deployment of UAV-powered Sensors for Optimal Coverage and Connectivity. University of Southampton doi:10.5258/SOTON/D1221 [Dataset]
Verykios, Theodoros (2019) Dataset for: Efficient State Retention in Transiently Powered Computing Systems. University of Southampton doi:10.5258/SOTON/D1071 [Dataset]
Wong, Samuel Chang Bing (2020) Dataset for: Energy-aware HW/SW Co-modeling of Batteryless Wireless Sensor Nodes. University of Southampton doi:10.5258/SOTON/D1593 [Dataset]
Ortega Alban, Andre Paola, Ramchurn, Sarvapali, Tran-Thanh, Long and Merrett, Geoffrey (2020) Dataset for: Partner selection in self-organised wireless sensor networks for opportunistic energy negotiation: A multi-armed bandit based approach. University of Southampton doi:10.5258/SOTON/D1659 [Dataset]
Sliper, Sivert Tvedt (2019) Dataset supporting "Efficient State Retention through Paged Memory Management for Reactive Transient Computing". University of Southampton doi:10.5258/SOTON/D0835 [Dataset]
Sliper, Sivert Tvedt (2020) Dataset supporting "Fused: Closed-Loop Performance and Energy Simulation of Embedded Systems". University of Southampton doi:10.5258/SOTON/D1200 [Dataset]
Verykios, Theodoros, Balsamo, Domenico and Merrett, Geoff (2017) Dataset supporting the Extended Abstract titled: "Exploring Energy Efficient State Retention in Transiently-Powered Computing Systems". University of Southampton doi:10.5258/SOTON/D0276 [Dataset]
Senkans, Uvis, Balsamo, Domenico, Verykios, Theodoros and Merrett, Geoff (2017) Dataset supporting the Paper titled: "Applications of Energy-Driven Computing: A Transiently-Powered Wireless Cycle Computer". University of Southampton doi:10.5258/SOTON/D0260 [Dataset]
Verykios, Theodoros, Balsamo, Domenico and Merrett, Geoff (2018) Dataset supporting the Paper titled: "Selective Policies for Efficient State Retention in Transiently-Powered Embedded Systems: Exploiting Properties of NVM Technologies". University of Southampton doi:10.5258/SOTON/D0590 [Dataset]
Balsamo, Domenico, Elboreini, Ali, Al-Hashimi, Bashir and Merrett, Geoffrey (2017) Dataset supporting the Paper titled: Exploring ARM mbed Support for Transient Computing in Energy Harvesting IoT Systems. University of Southampton doi:10.5258/SOTON/D0102 [Dataset]
Rodriguez Arreola, Alberto, Balsamo, Domenico, Zhenhua, Luo, Beeby, Stephen, Merrett, Geoffrey and Weddell, Alexander (2017) Dataset supporting the Paper titled: Intermittently-Powered Energy Harvesting Step Counter for Fitness Tracking. University of Southampton doi:10.5258/SOTON/405149 [Dataset]
Senkans, Uvis, Balsamo, Domenico, Verykios, Theodoros and Merrett, Geoffrey (2017) Dataset supporting the Poster titled: "Applications of Energy-Driven and Transient Computing: A Wireless Bicycle Trip Counter". University of Southampton doi:10.5258/SOTON/D0235 [Dataset]
Daulby, Timothy (2020) Dataset supporting the article "Improving the Forward Progress of Transient Systems". University of Southampton doi:10.5258/SOTON/D1394 [Dataset]
Balsamo, Domenico, Das, Anup, Weddell, Alexander, Brunelli, Davide, Al-Hashimi, Bashir, Merrett, Geoffrey and Benini, Luca (2016) Dataset supporting the article entitled “Graceful performance modulation for power neutral transient computing systems". University of Southampton doi:10.5258/SOTON/386876 [Dataset]
Walker, Matthew, Diestelhorst, Stephan, Hansson, Andreas, Das, Anup, Yang, Sheng, Al-Hashimi, Bashir and Merrett, Geoffrey (2016) Dataset supporting the article entitled "Accurate and Stable Run-Time Power Modeling for Mobile and Embedded CPUs". University of Southampton doi:10.5258/SOTON/393673 [Dataset]
Basireddy, Karunakar Reddy, Singh, Amit K, Al-Hashimi, Bashir and Merrett, Geoffrey (2018) Dataset supporting the article entitled "AdaMD: Adaptive Mapping and DVFS for Energy-efficient Heterogeneous Multi-cores". University of Southampton doi:10.5258/SOTON/D1041 [Dataset]
Singh, Amit Kumar, Basireddy, Karunakar Reddy, Prakash, Alok, Merrett, Geoffrey and Al-Hashimi, Bashir (2019) Dataset supporting the article entitled "Collaborative Adaptation for Energy-Efficient Heterogeneous Mobile SoCs". University of Southampton doi:10.5258/SOTON/D1077 [Dataset]
Balsamo, Domenico, Magno, Michele, Kubara, Kacper, Lazarescu, Bogdan and Merrett, Geoff (2019) Dataset supporting the article entitled "Energy Harvesting Meets IoT: Fuelling Adoption of Transient Computing in Embedded Systems". University of Southampton doi:10.5258/SOTON/D0885 [Dataset]
Merrett, Geoffrey (2017) Dataset supporting the article entitled "Energy Harvesting and Transient Computing: A Paradigm Shift for Embedded Systems?". University of Southampton doi:10.5258/SOTON/404069 [Dataset]
Merrett, Geoffrey and Al-Hashimi, Bashir (2016) Dataset supporting the article entitled "Energy-Driven Computing: Rethinking the Design of Energy Harvesting Systems". University of Southampton doi:10.5258/SOTON/404058 [Dataset]
Singh, Amit, Prakash, Alok, Basireddy, Karunakar Reddy, Merrett, Geoffrey and Al-Hashimi, Bashir (2017) Dataset supporting the article entitled "Energy-Efficient Run-time Mapping and Thread Partitioning of Concurrent OpenCL Applications on CPU-GPU MPSoCs". University of Southampton doi:10.5258/SOTON/D0164 [Dataset]
Basireddy, Karunakar Reddy, SINGH, AMIT K, Biswas, Dwaipayan, Merrett, Geoff and Al-Hashimi, Bashir (2017) Dataset supporting the article entitled "Inter-cluster Thread-to-core Mapping and DVFS on Heterogeneous Multi-cores". University of Southampton doi:10.5258/SOTON/D0249 [Dataset]
Biswas, Dwaipayan, Balagopal, Vibishna, Shafik, Rishad, Ahmed, Al-Hashimi, Bashir and Merrett, Geoffrey (2016) Dataset supporting the article entitled "Machine Learning for Run-Time Energy Optimisation in Many-Core Systems". University of Southampton doi:10.5258/SOTON/404064 [Dataset]
Basireddy, Karunakar Reddy, Weber Wachter, Eduardo, Al-Hashimi, Bashir and Merrett, Geoff (2018) Dataset supporting the article entitled "Memory and Thread Synchronization Contention-Aware DVFS for HPC systems". University of Southampton doi:10.5258/SOTON/D0547 [Dataset]
Basireddy, Karunakar Reddy, Singh, Amit, Merrett, Geoff and Al-Hashimi, Bashir (2017) Dataset supporting the article entitled "Online Concurrent Workload Classification for Multi-core Energy Management". University of Southampton doi:10.5258/SOTON/D0308 [Dataset]
Das, Anup, Merrett, Geoffrey and Al-Hashimi, Bashir (2017) Dataset supporting the article entitled "The Slowdown or Race-to-idle Question: Workload-Aware Energy Optimization of SMT Multicore Platforms under Process Variation". University of Southampton doi:10.5258/SOTON/404445 [Dataset]
Leech, Charles, Raykov, Yordan P., Ozer, Emre and Merrett, Geoffrey (2017) Dataset supporting the conference paper entitled "Real-time Room Occupancy Estimation with Bayesian Machine Learning using a Single PIR Sensor and Microcontroller". University of Southampton [Dataset]
Sliper, Sivert Tvedt (2022) Dataset supporting the journal article "Pragmatic Memory-System Support for Intermittent Computing using Emerging Non-Volatile Memory". University of Southampton doi:10.5258/SOTON/D2186 [Dataset]
Fletcher, Benjamin, James, Balsamo, Domenico and Merrett, Geoffrey (2016) Dataset supporting the paper entitled “Power neutral performance scaling for energy harvesting MP-SoCs”. University of Southampton doi:10.5258/SOTON/403155 [Dataset]
Walker, Matthew (2018) Dataset supporting the paper entitled "Hardware-Validated CPU Performance and Energy Modelling". Southampton, UK doi:10.5258/SOTON/D0420 [Dataset]
Leech, Charles (2017) Dataset supporting the paper entitled "Run-time Performance and Power Optimization of a Parallel Disparity Estimation Algorithm on Many-Core Platforms". University of Southampton doi:10.5258/SOTON/D0221 [Dataset]
Walker, Matthew, Diestelhorst, Stephan, Hansson, Andreas, Balsamo, Domenico, Merrett, Geoffrey and Al-Hashimi, Bashir (2016) Dataset supporting the paper entitled "Thermally-Aware Composite Run-Time CPU Power Models". University of Southampton doi:10.5258/SOTON/398554 [Dataset]
Rodriguez Arreola, Alberto, Balsamo, Domenico, Merrett, Geoff and Weddell, Alexander (2017) Dataset supporting: A Generic Middleware for External Peripheral State Retention in Transiently-Powered Sensor Systems. University of Southampton doi:10.5258/SOTON/D0264 [Dataset]
Rodriguez Arreola, Alberto, Balsamo, Domenico, Merrett, Geoff and Weddell, Alexander (2018) Dataset supporting: RESTOP: Retaining External Peripheral State in Intermittently-Powered Sensor Systems. University of Southampton doi:10.5258/SOTON/D0373 [Dataset]
Das, Anup, Walker, Matthew, Hansson, Andreas, Al-Hashimi, Bashir and Merrett, Geoffrey (2015) Hardware-Software Interaction for Run-time Power Optimization: A Case Study of Embedded Linux on Multicore Smartphones (Dataset). University of Southampton doi:10.5258/SOTON/377395 [Dataset]
Vala, Charan Kumar, Leech, Charles and Merrett, Geoffrey (2017) High Speed Low Complexity Guided Image Filtering Based Disparity Estimation. University of Southampton doi:10.5258/SOTON/D0170 [Dataset]
SHAFIK, RISHAD A, Yang, Sheng, Das, Anup, Maeda-Nunez, Luis, Alfonso, Merrett, Geoffrey and Al-Hashimi, Bashir (2015) Learning transfer-based adaptive energy minimization in embedded systems. University of Southampton doi:10.5258/SOTON/383899 [Dataset]
Das, Anup, Merrett, Geoffrey, Tribastone, Mirco and Al-Hashimi, Bashir (2015) Workload Change Point Detection for Run-time Thermal Management of Embedded Systems. University of Southampton doi:10.5258/SOTON/383667 [Dataset]

Professor Geoff Merrett PhD, BEng, PGCert, FHEA, SMIEEE, MIET

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Research

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Teaching

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