Asaf Cidon

Memshare: a Dynamic Multi-tenant Memory Key-value Cache

2016 · arXiv (Cornell University)

Web application performance is heavily reliant on the hit rate of memory-based caches. Current DRAM-based web caches statically partition their memory across multiple applications sharing the cache. This causes under utilization of memory which negatively …

Characterizing and Taming Model Instability Across Edge Devices

2020 · arXiv (Cornell University)

The same machine learning model running on different edge devices may produce highly-divergent outputs on a nearly-identical input. Possible reasons for the divergence include differences in the device sensors, the device's signal processing hardware and …