MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments

21 May 2022

Papers citing "MetaNet: Automated Dynamic Selection of Scheduling Policies in Cloud Environments"

19 / 19 papers shown

Title
Learning to Dynamically Select Cost Optimal Schedulers in Cloud Computing Environments Shreshth Tuli G. Casale N. Jennings 53 1 0 21 May 2022
CAROL: Confidence-Aware Resilience Model for Edge Federations Shreshth Tuli G. Casale N. Jennings 76 8 0 14 Mar 2022
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data Shreshth Tuli G. Casale N. Jennings AI4TS 82 501 0 18 Jan 2022
GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments Shreshth Tuli G. Casale N. Jennings 73 20 0 16 Dec 2021
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems Shreshth Tuli G. Casale N. Jennings 73 35 0 14 Dec 2021
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing Shreshth Tuli G. Casale N. Jennings 64 38 0 04 Dec 2021
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing Shreshth Tuli S. Gill Minxian Xu Peter Garraghan Rami Bahsoon ... R. Sakellariou Omer F. Rana Rajkumar Buyya G. Casale N. Jennings 66 69 0 11 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 84 76 0 29 Apr 2021
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks Shreshth Tuli Shashikant Ilager K. Ramamohanarao Rajkumar Buyya 58 176 0 01 Sep 2020
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges S. Gill Shreshth Tuli Minxian Xu Inderpreet Singh Karandeep Singh ... S. Misra M. Aslanpour Harshita Mehta V. Stankovski Peter Garraghan 76 371 0 21 Oct 2019
EdgeLens: Deep Learning based Object Detection in Integrated IoT, Fog and Cloud Computing Environments Shreshth Tuli Nipam Basumatary Rajkumar Buyya 60 61 0 26 Jun 2019
FogBus: A Blockchain-based Lightweight Framework for Edge and Fog Computing Shreshth Tuli Md. Redowan Mahmud Shikhar Tuli Rajkumar Buyya 54 322 0 29 Nov 2018
Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization Bryan Wilder B. Dilkina Milind Tambe OffRL AI4CE 73 302 0 14 Sep 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,233 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 238 1,542 0 25 Jan 2017
Learning both Weights and Connections for Efficient Neural Networks Song Han Jeff Pool J. Tran W. Dally CVBM 313 6,700 0 08 Jun 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 432 43,814 0 01 May 2014
Algorithms for multi-armed bandit problems Volodymyr Kuleshov Doina Precup 143 351 0 25 Feb 2014