2019
NSDI
NSDI 2019
Understanding Lifecycle Management Complexity of Datacenter Topologies
Abstract
Most recent datacenter topology designs have focused on performance properties such as latency and throughput. In this paper, we explore a new dimension, life cycle management, which attempts to capture operational costs of topologies. Specifically, we consider costs associated with deployment and expansion of topologies and explore how structural properties of two different topology families (Clos and expander graphs as exemplified by Xpander) affect these. We also develop a new topology that has the wiring simplicity of Clos and the expandability of expander graphs using the insights from our study.
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Keyword Pioneer
— datacenter topology
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Security & Privacy