BSCache: A Brisk Semantic Caching Scheme for Cloud-based Performance Monitoring Timeseries Systems
Kai Zhang, Zhiqi Wang, Zili Shao · 2022
Cloud-based performance monitoring timeseries systems are emerging due to cloud’s flexibility and pay-as-you-go capabilities. For such systems, caching is particularly important considering the limited bandwidth and long access latency of the cloud storage. However, existing cache schemes, such as with external cache systems (e.g. Memcached or Redis), are not specially designed for timeseries data and thus provide suboptimal performance.