Multi-step Prediction of Worker Resource Usage at the Extreme Edge

Author:

Kain Ruslan1,Elsayed Sara A.1,Chen Yuanzhu1,Hassanein Hossam S.1

Affiliation:

1. Queen's University, Kingston, Canada

Funder

Natural Sciences and Engineering Research Council of Canada

Publisher

ACM

Reference26 articles.

1. Ibrahim M. Amer and Sameh Sorour. 2022 . Cost-based Compute Cluster Formation in Edge Computing. 2022 IEEE International Conference on Communications (ICC): IoT and Sensor Networks Symposium, IEEE ICC'22 - IoTSN Symposium. Ibrahim M. Amer and Sameh Sorour. 2022. Cost-based Compute Cluster Formation in Edge Computing. 2022 IEEE International Conference on Communications (ICC): IoT and Sensor Networks Symposium, IEEE ICC'22 - IoTSN Symposium.

2. Inference in Hidden Markov Models with Explicit State Duration Distributions

3. Challenges of Using Edge Devices in IoT Computation Grids

4. Rawan F. El Khatib , Sara A. Elsayed , Nizar Zorba , and Hossam S. Hassanein . 2022. Optimal Proactive Resource Allocation at the Extreme Edge . 2022 IEEE International Conference on Communications (ICC): IoT and Sensor Networks Symposium, IEEE ICC'22 - IoTSN Symposium. Rawan F. El Khatib, Sara A. Elsayed, Nizar Zorba, and Hossam S. Hassanein. 2022. Optimal Proactive Resource Allocation at the Extreme Edge. 2022 IEEE International Conference on Communications (ICC): IoT and Sensor Networks Symposium, IEEE ICC'22 - IoTSN Symposium.

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1. DRUDGE: Dynamic Resource Usage Data Generation for Extreme Edge Devices;GLOBECOM 2023 - 2023 IEEE Global Communications Conference;2023-12-04

2. Dynamic Worker Availability Prediction at the Extreme Edge;GLOBECOM 2023 - 2023 IEEE Global Communications Conference;2023-12-04

3. Uncertainty-Aware Multitask Allocation for Parallelized Mobile Edge Learning;GLOBECOM 2023 - 2023 IEEE Global Communications Conference;2023-12-04

4. Controlling the Vehicular Traffic Around Tunnels and Bridges Road Architectures Using VANETs;GLOBECOM 2023 - 2023 IEEE Global Communications Conference;2023-12-04

5. RUMP: Resource Usage Multi-Step Prediction in Extreme Edge Computing;Computer Communications;2023-10

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