2019 · 94 citations · 58 references
ComputingComputer ScienceComputer SystemsComputer NetworksDistributed SystemsInterconnection NetworksCost-performance TradeoffsPerformance ModelingIn-network ComputingOperational Energy CostsPerformance-to-cost TradeoffPower ConsumptionPower Consumption Modeling
Programmable network hardware can run services traditionally deployed on servers, resulting in orders-of-magnitude improvements in performance. Yet, despite these performance improvements, network operators remain skeptical of in-network computing. The conventional wisdom is that the operational costs from increased power consumption outweigh any performance benefits. Unless in-network computing can justify its costs, it will be disregarded as yet another academic exercise.
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