According to one embodiment, an information processing apparatus includes a storage device, a volatile memory, and a processor. The storage device includes a controller, a first nonvolatile storage module, and a second nonvolatile storage module whose access speed is higher than an access speed of the first nonvolatile storage module. The processor is configured to execute an operating system and a cache driver that are loaded into the volatile memory. The cache driver uses at least part of an area in the second nonvolatile storage module as a cache for the first nonvolatile storage module.

According to one embodiment, an information processing apparatus includes a storage device, a volatile memory, and a processor. The storage device includes a controller, a first nonvolatile storage module, and a second nonvolatile storage module whose access speed is higher than an access speed of the first nonvolatile storage module. The processor is configured to execute an operating system and a cache driver that are loaded into the volatile memory. The cache driver uses at least part of an area in the second nonvolatile storage module as a cache for the first nonvolatile storage module.

A memory device comprises a memory bank comprising a plurality of addressable memory cells, wherein the memory bank is divided into a plurality of segments. Further, the device comprises a cache memory operable for storing a second plurality of data words, wherein each data word of the second plurality of data words is either awaiting write verification associated with the memory bank or is to be re-written into the memory bank. The cache memory is divided into a plurality of primary segments, wherein each primary segment of the cache memory is direct mapped to a corresponding segment of the plurality of segments, wherein each primary segment is sub-divided into a plurality of secondary segments, and wherein each of the plurality of secondary segments comprises at least one counter for tracking a number of entries stored therein.

A router device may receive, from a user device, a request for access to a file. The router device may determine that a cached version of the file is stored in a first data structure associated with the router device. The router device may communicate with a server device to determine whether the cached version of the file is current. The server device may be associated with a second data structure that stores a master version of the file. The router device may generate a copy of the cached version of the file based on communicating with the server device. The router device may send the copy of the cached version of the file to the user device.

Provided are an apparatus and method for a non-power-of-2 size cache in a first level memory device to cache data present in a second level memory device having a 2.sup.n cache size. A request is to a target address having n bits directed to the second level memory device. A determination is made whether a target index, comprising m bits of the n bits of the target address, is within an index set of the first level memory device. A determination is made of a modified target index in the index set of the first level memory device having at least one index bit that differs from a corresponding at least one index bit in the target index. The request is processed with respect to data in a cache line at the modified target index in the first level memory device.

Provided are an apparatus and method for a non-power-of-2 size cache in a first level memory device to cache data present in a second level memory device having a 2.sup.n cache size. A request is to a target address having n bits directed to the second level memory device. A determination is made whether a target index, comprising m bits of the n bits of the target address, is within an index set of the first level memory device. A determination is made of a modified target index in the index set of the first level memory device having at least one index bit that differs from a corresponding at least one index bit in the target index. The request is processed with respect to data in a cache line at the modified target index in the first level memory device.

In one example, a peer-to-peer network may use partial seeding to increase the number of seed devices available to a peer device acting as a leeching device. A catalog service may maintain an active peer list for a peer-to-peer network describing active peer devices. The catalog service may track a data file composed of a set of sub-pieces for the peer-to-peer network. The catalog service may identify a device constraint for a peer device of the peer-to-peer network describing a characteristic of the peer device impacting an ability of the peer device to store a sub-piece of the data file. The catalog service may assign a seed sub-piece of the data file based on the device constraint to the peer device when executing a seed client to provide the seed sub-piece to a leeching client on the peer-to-peer network. The catalog service may direct the peer device to retain a persistent sub-piece on the peer device as the seed sub-piece for the peer device until a release event.

Described herein is a graphics processing unit (GPU) comprising a first processing cluster to perform parallel processing operations, the parallel processing operations including a ray tracing operation and a matrix multiply operation; and a second processing cluster coupled to the first processing cluster, wherein the first processing cluster includes a floating-point unit to perform floating point operations, the floating-point unit is configured to process an instruction using a bfloat16 (BF16) format with a multiplier to multiply second and third source operands while an accumulator adds a first source operand with output from the multiplier.

Described herein is a graphics processing unit (GPU) comprising a first processing cluster to perform parallel processing operations, the parallel processing operations including a ray tracing operation and a matrix multiply operation; and a second processing cluster coupled to the first processing cluster, wherein the first processing cluster includes a floating-point unit to perform floating point operations, the floating-point unit is configured to process an instruction using a bfloat16 (BF16) format with a multiplier to multiply second and third source operands while an accumulator adds a first source operand with output from the multiplier.

The present disclosure discloses a control device of data storage system, including a host interface, a peer interface, a storage unit interface, a processor and a local data management module. The host interface is connected and communicated with a storage server for data interaction with the storage server. The peer interface is configured for data communication connection with a storage unit of an adjacent control device in the data storage system. The storage unit interface is configured to connect a storage unit. The local data management module is configured for local data management of the data in the storage unit according to the data management instruction via the processor. The host interface is configured to send result data of local data management to the storage server.