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The gap between CPU and networking speeds has motivated the development of SmartNICs for near-network processing. Recent work has shown that many network functions can benefit from SmartNIC offloading, but identifying the best porting strategy requires hand-tuning and workload-specific optimizations. The developer has no easy way to understand the ported performance beforehand
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Eddie Kohler, Robert Morris, Benjie Chen et al. · ACM Transactions on Computer Systems · 2000 · 2.4K citations · Full text
Dark silicon and the end of multicore scaling
Hadi Esmaeilzadeh, Emily Blem, Renée St. Amant et al. · 2011 · 1.5K citations