A method for stream-processing biomedical data includes registering, by a file system, with an operating system kernel of the computing device, as a file handler for files requested from a file system mount directory. The file system receives a first request for access to at least a first portion of a file stored on a remotely located storage device and receives a second request for access to at least a second portion of the file. The file system forwards the first request and the second request to a pre-fetching component, which determines whether the first request and the second request are associated with a sequential read operation. The pre-fetching component automatically retrieves a third portion of the requested file, before receiving a third request for the file, based on a determination that the first request and the second request are associated with the sequential read operation.

A last-level collective hardware prefetcher (LLCHP) is described. The LLCHP is to detect a first off-chip memory access request by a first processor core of a plurality of processor cores. The LLCHP is further to determine, based on the first off-chip memory access request, that first data associated with the first off-chip memory access request is associated with second data of a second processor core of the plurality of processor cores. The LLCHP is further to prefetch the first data and the second data based on the determination.

Methods, systems, and devices for stacked memory dice and combined access operations are described. A device may include multiple memory dice. One die may be configured as a master, and another may be configured as a slave. The master may communicate with a host device. A slave may be coupled with the master but not the host device. The device may include a first die (e.g., master) and a second die (e.g., slave). The first die may be coupled with a host device and configured to output a set of data in response to a read command. The first die may supply a first subset of the data and obtain a second subset of the data from the second die. In some cases, the first die may select, based on a data rate, a modulation scheme (e.g., PAM4, NRZ, etc.) and output the data using the selected modulation scheme.

Described apparatuses and methods order memory address portions advantageously for cache-memory addressing. An address bus can have a smaller width than a memory address. The multiple bits of the memory address can be separated into most-significant bits (MSB) and least-significant bits (LSB) portions. The LSB portion is provided to a cache first. The cache can process the LSB portion before the MSB portion is received. The cache can use index bits of the LSB portion to index into an array of memory cells and identify multiple corresponding tags. The cache can also check the corresponding tags against lower tag bits of the LSB portion. A partial match may be labeled as a predicted hit, and a partial miss may be labeled as an actual miss, which can initiate a data fetch. With the remaining tag bits from the MSB portion, the cache can confirm or refute the predicted hit.

An apparatus comprises a cache to store information, items of information in the cache being associated with addresses; cache lookup circuitry to perform lookups in the cache; and a prefetcher to prefetch items of information into the cache in advance of an access request being received for said items of information. The prefetcher selects addresses to train the prefetcher. In response to determining that a cache lookup specifying a given address has resulted in a hit and determining that a cache lookup previously performed in response to a prefetch request issued by the prefetcher for the given address resulted in a hit, the prefetcher selects the given address as an address to be used to train the prefetcher.

Provided are a computer program product, system, and method for determining tracks to prestage into cache from a storage. Information is provided related to determining tracks to prestage from the storage to the cache in a stage group of sequential tracks including a trigger track comprising a track number in the stage group at which to start prestaging tracks and Input/Output (I/O) activity information to a machine learning module. A new trigger track in the stage group at which to start prestaging tracks is received from the machine learning module having processed the provided information. The trigger track is set to the new trigger track. Tracks are prestaged in response to processing an access request to the trigger track in the stage group.

Described herein are systems and methods for cache replacement mechanisms for speculative execution. For example, some systems include, a buffer comprising entries that are each configured to store a cache line of data and a tag that includes an indication of a status of the cache line stored in the entry, in an integrated circuit that is configured to: responsive to a cache miss caused by a load instruction that is speculatively executed by a processor pipeline, load a cache line of data corresponding to the cache miss into a first entry of the buffer and update the tag of the first entry to indicate the status is speculative; responsive to the load instruction being retired by the processor pipeline, update the tag to indicate the status is validated; and, responsive to the load instruction being flushed from the processor pipeline, update the tag to indicate the status is cancelled.

A method includes receiving, at a direct memory access (DMA) controller of a memory device, a first command from a first cache controller coupled to the memory device to prefetch first data from the memory device and sending the prefetched first data, in response to receiving the first command, to a second cache controller coupled to the memory device. The method can further include receiving a second command from a second cache controller coupled to the memory device to prefetch second data from the memory device, and sending the prefetched second data, in response to receiving the second command, to a third cache controller coupled to the memory device

A method is described, which includes receiving, by a memory subsystem, a memory command targeted at a memory array; determining, by the memory subsystem, if the memory command is a high priority memory command; and determining if the memory subsystem is processing any non-high priority memory commands. The memory subsystem enables a read page cache mode for processing the memory command in response to determining that (1) the memory command is a high priority memory command and (2) the memory subsystem is not processing any non-high priority memory commands Thereafter, the memory subsystem processes the memory command using the read page cache mode.

Embodiments herein relates e.g., to a method performed by a first entity, for handling memory operations of an application in a computer environment, is provided. The first entity obtains position data associated with data of the application being fragmented into a number of positions in a physical memory. The position data indicates one or more positions of the number of positions in the physical memory. The first entity then provides, to a second entity, one or more indications of the one or more positions indicated by the position data for prefetching data from the second entity, using the one or more indications.