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Multi-hop coflow routing for LEO distributed computation satellite networks
The low earth satellite networks are envisioned to be an indispensable part of next-
generation network due to the seamless Internet access. Deploying distributed computation …
generation network due to the seamless Internet access. Deploying distributed computation …
Outran: co-optimizing for flow completion time in radio access network
Traffic from interactive applications demanding low latency has become dominant in cellular
networks. However, existing schedulers of cellular network base stations fall short in …
networks. However, existing schedulers of cellular network base stations fall short in …
PROSE: Multi-round fair coflow scheduling without prior knowledge
Coflow scheduling plays a crucial role in enhancing network-level performance in
datacenter applications. Existing works on coflow scheduling predominantly concentrate on …
datacenter applications. Existing works on coflow scheduling predominantly concentrate on …
Delay-Sensitive Coflow Routing for Time-Varying Topology in LEO Computing-Aware Networks
Low earth orbit (LEO) computing-aware networks (LCANs) are proposed as an intelligent
information infrastructure providing a solution for delay-sensitive computing tasks worldwide …
information infrastructure providing a solution for delay-sensitive computing tasks worldwide …
BTP: automatic identification and prediction of tasks in data center networks
Modern data centers have widely deployed lots of cluster computing applications such as
MapReduce and Spark. Since the coflow/task abstraction can exactly express the …
MapReduce and Spark. Since the coflow/task abstraction can exactly express the …
Efficient Coflow Scheduling with Deep Reinforcement Learning and DAG Dependency Modeling
Y He, X Cheng, Y Liang, X Yi, L Yan… - 2023 China Automation …, 2023 - ieeexplore.ieee.org
Cluster computing is widely used in fields such as massive data processing, data mining,
and machine learning, it includes the computation stage and the communication stage …
and machine learning, it includes the computation stage and the communication stage …
Semi-Distributed Coflow Scheduling in Datacenters
With the advent of big data applications, coflow scheduling has become a cornerstone for
the engineering of traffic in datacenters. Minimizing the average weighted Coflow …
the engineering of traffic in datacenters. Minimizing the average weighted Coflow …