Implementation of P4-Based Schedulers for Multipath Communication
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DOI: 10.1109/access.2022.3192539
Abstract: Multipath communication is a well-developed technology that enhances communication effectiveness and resilience. Moreover, it can flexibly utilize network resources through load balancing among available paths. However, traditionally, deploying such load balancing functions on network devices… read more here.
Keywords: based schedulers; communication; multipath communication; schedulers multipath ... See more keywords
Robustness Analysis and Enhancement of Deep Reinforcement Learning-Based Schedulers
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DOI: 10.1109/tpds.2022.3218649
Abstract: Dependency-aware jobs, such as the big data analytic workflows, are commonly executed on the cloud. They are compiled to directed acyclic graphs, with tasks linked in regarding the dependency. The cloud scheduler, which maintains a… read more here.
Keywords: drl based; based schedulers; reinforcement learning; deep reinforcement ... See more keywords