Training deep neural network (DNN) models is a resource-intensive, iterative process. For
this reason, nowadays, complex optimizers like Adam are widely adopted as it increases the …

As the most common data structure for key-value stores, LogStructured Merge Tree (LSM-
tree) can eliminate random write operations and keep acceptable read performance …

Modern log-structured merge (LSM) tree-based key-value stores are widely used to process
update-heavy workloads effectively as the LSM tree sequentializes write requests to a …

A computational storage device incorporating a computation unit inside or near its storage
unit is a highly promising technology to maximize a storage server's performance. However …

With the development of high-density flash memory techniques, SSDs have achieved high
performance and large capacity. Databases often use logging to ensure transactional …

In-storage processing technology allows applications to run on embedded processors and
accelerators inside solid-state drives (SSDs) for efficient computing distribution. Especially …

Flash-based disk caches, for example Bcache and Flashcache, has gained tremendous
popularity in industry in the last decade because of its low energy consumption, non-volatile …