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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Michael M. Swift

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Book Open access Sep 2026

Regional Policies for Memory Tiering Systems

State-of-the-art memory tiering systems adapt to the access pattern of a workload over time. However, workloads may exhibit multiple unique access patterns simultaneously. As a result, behavioral assumptions governing tiering decisions may not hold across the entire address space of the program. Two pages from distinct...

Hayden Coffey, Sujay Yadalam, Ashwin Poduval et al. · 0 citations
Book Open access Sep 2026

To Tier, or Not? Evaluating Tiered Memory Systems on the Basis of Cost

CXL memory expansion is often motivated by lower-cost capacity, but tiering systems are usually evaluated by their performance, not by their cost savings. This disconnect leaves a critical question unanswered: do the cost savings of slow CXL memory make up for the loss in performance? To address this, we argue for eval...

Ashwin Poduval, Sujay Yadalam, Michael M. Swift · 0 citations

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