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- research-articleNovember 2023
Throughput Optimization with a NUMA-Aware Runtime System for Efficient Scientific Data Streaming
SC-W '23: Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and AnalysisPages 795–805https://doi.org/10.1145/3624062.3624593With the surge in data generation rates from advanced scientific instruments, there is an urgent need for effective network management and resource utilization strategies for data streaming. Present strategies often lag behind hardware advancements, ...
- research-articleMay 2022
Many‐field packet classification with decomposition and reinforcement learning
AbstractScalable packet classification is a key requirement to support scalable network applications such as firewalls, intrusion detection, and differentiated services. With the ever increasing line‐rate in core networks, it becomes a great challenge ...