Toward Next-Generation Distributed Rate-limiters

Iram Nawab, Sameer G. Kulkarni
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Abstract

The cloud services made accessible over different network paths and served by multiple backend servers demand distributed rate-limiting solutions. Emerging technologies such as 5G/6G, IoT, and Edge cloud are changing the network landscape dynamically and demand more sophisticated rate-limiting policies. However, the current designs of Distributed rate limiters (DRLs) demand to tradeoff the overheads (communication, computation, state/memory) with accuracy in terms of configuring the rate-limiters with parameters like the number of connections, bandwidth, etc. Hence, we propose accurate and low-overhead containerized distributed rate-limiting functions managed by hierarchical software-defined networking controllers.
迈向下一代分布式速率限制器
可通过不同网络路径访问并由多个后端服务器提供服务的云服务需要分布式速率限制解决方案。5G/6G、物联网和边缘云等新兴技术正在动态改变网络格局,需要更复杂的限速政策。然而,分布式速率限制器(drl)的当前设计要求在配置速率限制器时,根据连接数、带宽等参数,权衡开销(通信、计算、状态/内存)和准确性。因此,我们提出了由分层软件定义网络控制器管理的精确和低开销的容器化分布式速率限制功能。
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