TECHNOLOGIES FOR AUTOMATIC WORKLOAD DETECTION AND CACHE QoS POLICY APPLICATION

摘要

Technologies for automatic workload detection and cache quality of service (QoS) policy determination include a computing device that executes a workload. The computing device receives a data item associated with the workload, such as a file, block, or page. The computing device extracts a workload feature vector from the data item and determines a workload grouping based on the workload feature vector. The computing device determines a cache QoS policy based on the workload grouping. The cache QoS policy may be determined based on predetermined priority levels associated with workload groupings or with a machine learning model. The computing device applies the cache QoS policy to the workload. The cache QoS policy may be a guaranteed or maximum bandwidth, guaranteed or maximum I/O operation rate, maximum latency, caching mode, cache space allocation, or other cache QoS policy. Other embodiments are described and claimed.