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Shreshth Tuli
Shreshth Tuli
President's Ph.D. Scholar, Department of Computing, Imperial College London
Geverifieerd e-mailadres voor imperial.ac.uk - Homepage
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Predicting the growth and trend of COVID-19 pandemic using machine learning and cloud computing
S Tuli, S Tuli, R Tuli, SS Gill
Internet of Things 11, 100222, 2020
3402020
HealthFog: An ensemble deep learning based Smart Healthcare System for Automatic Diagnosis of Heart Diseases in integrated IoT and fog computing environments
S Tuli, N Basumatary, SS Gill, M Kahani, RC Arya, GS Wander, R Buyya
Future Generation Computer Systems 104, 187-200, 2020
3122020
Fogbus: A blockchain-based lightweight framework for edge and fog computing
S Tuli, R Mahmud, S Tuli, R Buyya
Journal of Systems and Software 154, 22-36, 2019
2212019
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges
SS Gill, S Tuli, M Xu, I Singh, KV Singh, D Lindsay, S Tuli, D Smirnova, ...
Internet of Things 8, 100118, 2019
2192019
Dynamic scheduling for stochastic edge-cloud computing environments using A3C learning and residual recurrent neural networks
S Tuli, S Ilager, K Ramamohanarao, R Buyya
IEEE Transactions on Mobile Computing, 2020
612020
Next generation technologies for smart healthcare: Challenges, vision, model, trends and future directions
S Tuli, S Tuli, G Wander, P Wander, SS Gill, S Dustdar, R Sakellariou, ...
Internet technology letters 3 (2), e145, 2020
522020
EdgeLens: Deep Learning based Object Detection in Integrated IoT, Fog and Cloud Computing Environments
S Tuli, N Basumatary, R Buyya
Proceedings of the 4th IEEE International Conference on Information Systems …, 2019
432019
COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments
S Tuli, S Poojara, SN Srirama, G Casale, NR Jennings
IEEE Transactions on Parallel and Distributed Systems, 2021
252021
ThermoSim: Deep learning based framework for modeling and simulation of thermal-aware resource management for cloud computing environments
SS Gill, S Tuli, AN Toosi, F Cuadrado, P Garraghan, R Bahsoon, ...
Journal of Systems and Software 166, 110596, 2020
232020
Shared data-aware dynamic resource provisioning and task scheduling for data intensive applications on hybrid clouds using Aneka
S Tuli, R Sandhu, R Buyya
Future Generation Computer Systems 106, 595-606, 2020
162020
iThermoFog: IoT‐Fog based Automatic Thermal Profile Creation for Cloud Data Centers using Artificial Intelligence Techniques
S Tuli, SS Gill, G Casale, NR Jennings
Internet Technology Letters, e198, 2020
142020
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data
S Tuli, G Casale, NR Jennings
Proceedings of VLDB 15 (6), 1201-1214, 2022
122022
Modelling for prediction of the spread and severity of COVID-19 and its association with socioeconomic factors and virus types
S Tuli, S Tuli, R Verma, R Tuli
Biomedical Research and Clinical Reviews, 2020
122020
HUNTER: AI based holistic resource management for sustainable cloud computing
S Tuli, SS Gill, M Xu, P Garraghan, R Bahsoon, S Dustdar, R Sakellariou, ...
Journal of Systems and Software 184, 111-124, 2022
92022
iGateLink: A Gateway Library for Linking IoT, Edge, Fog and Cloud Computing Environments
R Mancini, S Tuli, T Cucinotta, R Buyya
Intelligent and Cloud Computing, 11-19, 2021
92021
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing
S Tuli, G Casale, NR Jennings
IEEE International Conference on Computer Communications (INFOCOM), 2022
62022
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems
S Tuli, G Casale, NR Jennings
IEEE Transactions on Parallel and Distributed Systems, 2022
52022
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments
S Tuli, G Casale, NR Jennings
IEEE Transactions on Parallel and Distributed Systems, 2022
42022
START: Straggler prediction and mitigation for cloud computing environments using encoder lstm networks
S Tuli, SS Gill, P Garraghan, R Buyya, G Casale, N Jennings
IEEE Transactions on Services Computing, 2021
32021
Generative Optimization Networks for Memory Efficient Data Generation
S Tuli, S Tuli, G Casale, NR Jennings
Advances in Neural Information Processing Systems (NeurIPS), Workshop on ML …, 2021
32021
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Artikelen 1–20