Items where Author is "Dey, Somdip"

Dey, Somdip (2023) Novel DVFS Methodologies For Power-Efficient Mobile MPSoC. Doctoral thesis, University of Essex.

Isuwa, Samuel and Dey, Somdip and Ortega, Andre P and Singh, Amit Kumar and Al-Hashimi, Bashir M and Merrett, Geoff V (2022) QUAREM: Maximising QoE Through Adaptive Resource Management in Mobile MPSoC Platforms. ACM Transactions on Embedded Computing Systems, 21 (4). pp. 1-29. DOI https://doi.org/10.1145/3526116

Dey, Somdip and Isuwa, Samuel and Saha, Suman and Singh, Amit Kumar and McDonald-Maier, Klaus (2022) CPU-GPU-Memory DVFS for Power-Efficient MPSoC in Mobile Cyber Physical Systems. Future Internet, 14 (3). p. 91. DOI https://doi.org/10.3390/fi14030091

Dey, Somdip and Saha, Suman and Singh, Amit Kumar and McDonald-Maier, Klaus (2022) SmartNoshWaste: Using Blockchain, Machine Learning, Cloud Computing and QR Code to Reduce Food Waste in Decentralized Web 3.0 Enabled Smart Cities. Smart Cities, 5 (1). pp. 162-176. DOI https://doi.org/10.3390/smartcities5010011

Dey, Somdip and Saha, Suman and Singh, Amit and McDonald-Maier, Klaus (2021) Asynchronous Hybrid Deep Learning (AHDL): A Deep Learning Based Resource Mapping in DVFS Enabled Mobile MPSoCs. In: 2021 IEEE 7th World Forum on Internet of Things (WF-IoT), 2021-06-14 - 2021-07-31, New Orleans, LA, USA.

Dey, Somdip and Singh, Amit Kumar and McDonald-Maier, Klaus (2021) ThermalAttackNet: Are CNNs Making It Easy to Perform Temperature Side-Channel Attack in Mobile Edge Devices? Future Internet, 13 (6). p. 146. DOI https://doi.org/10.3390/fi13060146

Dey, Somdip and Saha, Suman and Singh, Amit Kumar and McDonald-Maier, Klaus (2021) FoodSQRBlock: Digitizing Food Production and the Supply Chain with Blockchain and QR Code in the Cloud. Sustainability, 13 (6). p. 3486. DOI https://doi.org/10.3390/su13063486

Singh, Amit Kumar and Dey, Somdip and Basireddy, Karunakar Reddy and McDonald-Maier, Klaus and Merrett, Geoff V and Al-Hashimi, Bashir M (2020) Dynamic Energy and Thermal Management of Multi-Core Mobile Platforms: A Survey. IEEE Design and Test, 37 (5). pp. 25-33. DOI https://doi.org/10.1109/mdat.2020.2982629

Dey, Somdip and Singh, Amit Kumar and Prasad, Dilip Kumar and McDonald-Maier, Klaus (2020) IRON-MAN: An Approach To Perform Temporal Motionless Analysis of Video using CNN in MPSoC. IEEE Access, 8. pp. 137101-137115. DOI https://doi.org/10.1109/access.2020.3010185

Dey, Somdip and Singh, Amit Kumar and Prasad, Dilip Kumar and McDonald-Maier, Klaus (2020) Temporal Motionless Analysis of Video using CNN in MPSoC. In: 2020 IEEE 31st International Conference on Application-specific Systems, Architectures and Processors (ASAP), 2020-07-06 - 2020-07-08, Manchester.

Dey, Somdip and Saha, Suman and Singh, Amit and McDonald-Maier, Klaus (2020) FruitVegCNN: Power- and Memory-Efficient Classification of Fruits & Vegetables Using CNN in Mobile MPSoC. Working Paper. TechRxiv. (Unpublished)

Dey, Somdip and Singh, Amit and Wang, Xiaohang and McDonald-Maier, Klaus (2020) User Interaction Aware Reinforcement Learning for Power and Thermal Efficiency of CPU-GPU Mobile MPSoCs. In: Design, Automation, and Test in Europe 2020 (DATE 2020), 2020-04-21 - 2020-05-31, Grenoble, France.

Dey, Somdip and Singh, Amit Kumar and Prasad, Dilip Kumar and McDonald-Maier, Klaus (2019) SoCodeCNN: Program Source Code for Visual CNN Classification Using Computer Vision Methodology. IEEE Access, 7. pp. 157158-157172. DOI https://doi.org/10.1109/ACCESS.2019.2949483

Dey, Somdip and Singh, Amit Kumar and Prasad, Dilip Kumar and McDonald-Maier, Klaus D (2019) TMAV: Temporal Motionless Analysis of Video using CNN in MPSoC. Working Paper. TechRxiv (IEEE). (Unpublished)

Dey, Somdip and Singh, Amit Kumar and McDonald-Maier, Klaus (2019) P-EdgeCoolingMode: An Agent Based Performance Aware Thermal Management Unit for DVFS Enabled Heterogeneous MPSoCs. IET Computers and Digital Techniques, 13 (6). pp. 514-523. DOI https://doi.org/10.1049/iet-cdt.2019.0037

Dey, Somdip and Singh, Amit Kumar and Wang, Xiaohang and McDonald-Maier, Klaus (2019) DeadPool: Performance Deadline Based Frequency Pooling and Thermal Management Agent in DVFS Enabled MPSoCs. In: 2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom), 2019-06-21 - 2019-06-23, Paris.

Dey, Somdip and Singh, Amit Kumar and Saha, Sangeet and Wang, Xiaohang and McDonald-Maier, Klaus (2019) RewardProfiler: A Reward Based Design Space Profiler on DVFS Enabled MPSoCs. In: 2019 6th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud)/ 2019 5th IEEE International Conference on Edge Computing and Scalable Cloud (EdgeCom), 2019-06-21 - 2019-06-23, Paris.

Dey, Somdip and Guajardo, Enrique Zaragoza and Basireddy, Karunakar Reddy and Wang, Xiaohang and Singh, Amit Kumar and McDonald-Maier, Klaus (2019) EdgeCoolingMode: An Agent Based Thermal Management Mechanism for DVFS Enabled Heterogeneous MPSoCs. In: 2019 32nd International Conference on VLSI Design and 2019 18th International Conference on Embedded Systems (VLSID), 2019-01-05 - 2019-01-09, Delhi.

Isuwa, Samuel and Dey, Somdip and Singh, Amit Kumar and McDonald-Maier, Klaus (2019) TEEM: Online Thermal- and Energy-Efficiency Management on CPU-GPU MPSoCs. In: 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2019-03-25 - 2019-03-29, Florence, Italy.

Dey, Somdip and Kalliatakis, Grigorios and Saha, Sangeet and Singh, Amit Kumar and Ehsan, Shoaib and McDonald-Maier, Klaus (2018) MAT-CNN-SOPC: Motionless Analysis of Traffic Using Convolutional Neural Networks on System-On-a-Programmable-Chip. In: 2018 NASA/ESA Conference on Adaptive Hardware and Systems (AHS), 2018-08-06 - 2018-08-09, Edinburgh, UK.

Dey, Somdip (2018) A Proof of Work: Securing Majority-Attack in Blockchain Using Machine Learning and Algorithmic Game Theory. International Journal of Wireless and Microwave Technologies, 8 (5). pp. 1-9. DOI https://doi.org/10.5815/ijwmt.2018.05.01