Recently, much attention has been spent on neural architecture search (NAS), aiming to outperform those manually-designed architectures high-level vision recognition tasks. Inspired by the success, here we attempt leverage NAS techniques automatically design efficient network for low-level image restoration In particular, propose a memory-efficient hierarchical (termed HiNAS) and apply it two s...

An architecture for a memory-resident, Parallel and Persistent ObjectSTore (PPOST) is suggested. Different object-oriented databases might be built on top of PPOST. The term memory-resident (or main memory based) means that the primary storage device is main memory. Persistence is guaranteed automatically by managing secondary and stable storage devices (such as main memory with uninterrupted p...