Comparing Actor-Critic and Neuroevolution Approaches for Traffic Offloading in FaaS-powered Edge Systems
Author:
Affiliation:
1. University of Milano-Bicocca, Milan, Italy
2. University of Milano - Bicocca, Milan, Italy
Funder
European Union
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3660319.3660331
Reference33 articles.
1. Takuya Akiba et al. 2019. Optuna: A Next-generation Hyperparameter Optimization Framework. In ACM SIGKDD Proc. 2623--2631.
2. Paul Castro et al. 2019. The rise of serverless computing. Commun. ACM 62 12 (Nov. 2019) 44--54.
3. Dynamic Priority-Based Computation Scheduling and Offloading for Interdependent Tasks: Leveraging Parallel Transmission and Execution;Rong Chai;IEEE TVT,2021
4. Michele Ciavotta et al. 2021. DFaaS: Decentralized Function-as-a-Service for Federated Edge Computing. In IEEE CloudNet 1--4.
5. 2023. FORTUNE Business Insights. Cloud Computing Market Size. Retrieved 2024-03-05 from https://www.fortunebusinessinsights.com/cloud-computing-market-102697.
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