Abstract: An apparatus is provided that includes a memory system that includes a memory controller coupled to a storage device capable of streaming data at a first data rate. The memory controller is configured to read a first amount of input data from the storage device at an input data rate equals the first data rate, and provide the first amount of input data at the input data rate to a hardware circuit. The hardware circuit is configured to filter the first amount of input data to provide a second amount of output data at an output data rate, the second amount of output data less than the first amount of input data, the output data rate less than the input data rate. The hardware circuit filters the first amount of input data without repeatedly moving data back and forth between the storage device, a memory buffer, and the hardware circuit.

Abstract: An apparatus is provided that includes a memory system that includes a memory controller coupled to a storage device capable of streaming data at a first data rate. The memory controller is configured to read a first amount of input data from the storage device at an input data rate equals the first data rate, and provide the first amount of input data at the input data rate to a hardware circuit. The hardware circuit is configured to filter the first amount of input data to provide a second amount of output data at an output data rate, the second amount of output data less than the first amount of input data, the output data rate less than the input data rate. The hardware circuit filters the first amount of input data without repeatedly moving data back and forth between the storage device, a memory buffer, and the hardware circuit.

Abstract: A data storage system may include a first storage pool and a second storage pool, with the second storage pool comprising larger, slower storage drives. The data storage system may associate, with a first data, a first parameter corresponding to an access frequency for short term reads, a second parameter corresponding to access frequency for long term reads, a third parameter corresponding to an access frequency for short term writes, and a fourth parameter corresponding to an access frequency for long term writes. The data storage system may then determine whether to store the first data on the first storage pool or the second storage pool based on at least one of the first parameter, the second parameter, the third parameter, and the fourth parameter.

Abstract: An apparatus includes: an adaptive declustered RAID array configured of data storage devices (DSDs), the DSDs comprise data chunks allocated as data, a local parity, or a global parity; and a controller configured to generate a reliability indicator reflective of a reliability status of at least a portion of the adaptive declustered RAID array for reallocating the data chunks by dynamically increasing or decreasing the data chunks allocated as the local parity, the global parity, or a combination thereof.