Samsung Electronics Co., Ltd.

Seung Jun Yang

Ji Min Lee

Jung Min Seo

Kang Ho Roh

Byeong Hui Kim

A storage device includes; an interface receiving data and a corresponding LBA from a host, wherein the data includes at least one of first data having a stream ID and second data lacking a stream ID, a nonvolatile memory (NVM) device including at least one nonvolatile memory configured to store the data, and a LBA predictor configured to provide a predicted stream ID for the second data using a neural network model operating in response to at least one feature associated with LBA values received by the storage device from the host, wherein the first data is stored in the NVM device using the stream ID, and the data is stored in the NVM device using the predicted stream ID.

Growing community of inventors

Suwon-si, South Korea

Seung Jun Yang