Nathan Beckmann
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| title | conference | date |
|---|---|---|
| Ripple: Asynchronous Programming for Spatial Dataflow Architectures | PLDI 2025 | 2025-06-16 |
Ripple is a new language plus ISA and microarchitectural support that exposes asynchronous iterators and hardware token queues so compilers lower queues and… | ||
| FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces | 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24) | 2024-07-10 |
FairyWREN is a flash cache built for emerging Write-Read-Erase (WREN) interfaces that gives the cache control over garbage collection and data placement… | ||
| Baleen: ML Admission & Prefetching for Flash Caches | 22nd USENIX Conference on File and Storage Technologies (FAST '24) | 2024-02-27 |
Baleen uses coordinated ML admission and prefetching, training on an episodes model that groups accesses from admission to eviction and optimizes an end-to-end… | ||
| LHD: Improving Cache Hit Rate by Maximizing Hit Density | NSDI '18 | 2018-04-09 |
Introduces least hit density (LHD), a ranking that models each object's conditional probability of future hits divided by its size and expected remaining… | ||
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