Title
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AI Augmented Edge and Fog Computing: Trends and Challenges Shreshth Tuli Fatemeh Mirhakimi Samodha Pallewatta Syed Zawad G. Casale B. Javadi Feng Yan Rajkumar Buyya N. Jennings 63 59 0 01 Aug 2022
A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments M. Goudarzi M. Palaniswami Rajkumar Buyya OffRL 94 90 0 24 Oct 2021
COSCO: Container Orchestration using Co-Simulation and Gradient Based Optimization for Fog Computing Environments Shreshth Tuli Shivananda R. Poojara S. Srirama G. Casale N. Jennings 97 77 0 29 Apr 2021
Artificial intelligence techniques for integrative structural biology of intrinsically disordered proteins A. Ramanathan Henglong Ma Akash Parvatikar C. Chennubhotla AI4CE 55 40 0 01 Dec 2020
Thermal Prediction for Efficient Energy Management of Clouds using Machine Learning Shashikant Ilager K. Ramamohanarao Rajkumar Buyya 55 64 0 07 Nov 2020
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks Shreshth Tuli Shashikant Ilager K. Ramamohanarao Rajkumar Buyya 69 177 0 01 Sep 2020
Solving Newton's Equations of Motion with Large Timesteps using Recurrent Neural Networks based Operators J. Kadupitiya Geoffrey C. Fox V. Jadhao AI4CE 70 22 0 12 Apr 2020
Methods and Experiences for Developing Abstractions for Data-intensive, Scientific Applications André Luckow S. Jha 26 0 0 20 Feb 2020
DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding Hyungro Lee Heng Ma Matteo Turilli D. Bhowmik S. Jha A. Ramanathan AI4CE 54 71 0 17 Sep 2019
Understanding ML driven HPC: Applications and Infrastructure Geoffrey C. Fox S. Jha 54 13 0 05 Sep 2019