Intel Corporation

Michael R Greenfield

Roger A Golliver

Jeffrey J Cook

Ruchira Sasanka

Suresh Srinivas

Jayaram Bobba

Abhinav Das

Methods, articles of manufacture, and apparatus are disclosed to manage workload memory allocation. An example method includes identifying a primary memory and a secondary memory associated with a platform, the secondary memory having first performance metrics different from second performance metrics of the primary memory, identifying access metrics associated with a plurality of data elements invoked by a workload during execution on the platform, prioritizing a list of the plurality of data elements based on the access metrics associated with corresponding ones of the plurality of data elements, and reallocating a first one of the plurality of data elements from the primary memory to the secondary memory based on the priority of the first one of the plurality of memory elements.

Methods and apparatus to manage workload memory allocation

Methods, articles of manufacture, and apparatus are disclosed to manage workload memory allocation. An example apparatus includes a workload controller to log instances of access to data records in a log, the workload controller to identify, from the log, a first set of the data records to be migrated to a first memory and a second set of the data records to be migrated to a second memory based on frequencies at which the data records were accessed during a runtime, and a memory manager to migrate the first set of data records to the first memory, and migrate the second set of data records to the second memory.

Embodiments of computer-implemented methods, systems, computing devices, and computer-readable media (transitory and non-transitory) are described herein for analyzing execution of a plurality of executable instructions and, based on the analysis, providing an indication of a benefit to be obtained by vectorization of at least a subset of the plurality of executable instructions. In various embodiments, the analysis may include identification of the subset of the plurality of executable instructions suitable for conversion to one or more single-instruction multiple-data ('SIMD') instructions.

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Gig Harbor, WA, United States of America

Michael R Greenfield