Abstract: Embodiments include techniques for detection of data offloading through instrumentation analysis, where the techniques include monitoring, via a processor, an execution of a job, and analyzing processes associated with the job to determine a pattern. The techniques also include determining whether the pattern of the job is associated with a pattern for a workload type, and classifying the job based at least in part on the determination.

Abstract: An approach for optimizing the use of accelerators. The approach includes receiving a job request from an application. Furthermore, a network mapping is created of one or more accelerators associated with the job request based on a utilization component. The network mapping is sent to the application to utilize the one or more identified accelerators directly by the application.

Abstract: Embodiments of the invention include methods and systems for hybrid acceleration in a processing environment. Aspects of the invention include transmitting, by a first computing system to a second computing system, a request for access to an accelerator. The first computing system receives access information for a plurality of accelerators from the second computing system responsive to the request. The first computing system analyzes the access information for the plurality of accelerators to identify a first accelerator from the plurality of accelerators and offloads a first processing job to the first accelerator utilizing the access information.

Abstract: Embodiments of the invention include methods and systems for hybrid acceleration in a processing environment. Aspects of the invention include transmitting, by a first computing system to a second computing system, a request for access to an accelerator. The first computing system receives access information for a plurality of accelerators from the second computing system responsive to the request. The first computing system analyzes the access information for the plurality of accelerators to identify a first accelerator from the plurality of accelerators and offloads a first processing job to the first accelerator utilizing the access information.

Abstract: An approach for optimizing the use of accelerators. The approach includes receiving a job request from an application. Furthermore, a network mapping is created of one or more accelerators associated with the job request based on a utilization component. The network mapping is sent to the application to utilize the one or more identified accelerators directly by the application.

Abstract: Embodiments of the invention include methods and systems for hybrid acceleration in a processing environment. Aspects of the invention include transmitting, by a first computing system to a second computing system, a request for access to an accelerator. The first computing system receives access information for a plurality of accelerators from the second computing system responsive to the request. The first computing system analyzes the access information for the plurality of accelerators to identify a first accelerator from the plurality of accelerators and offloads a first processing job to the first accelerator utilizing the access information.

Abstract: Embodiments of the invention include methods and systems for hybrid acceleration in a processing environment. Aspects of the invention include transmitting, by a first computing system to a second computing system, a request for access to an accelerator. The first computing system receives access information for a plurality of accelerators from the second computing system responsive to the request. The first computing system analyzes the access information for the plurality of accelerators to identify a first accelerator from the plurality of accelerators and offloads a first processing job to the first accelerator utilizing the access information.

Abstract: Embodiments include techniques for detection of data offloading through instrumentation analysis, where the techniques include monitoring, via a processor, an execution of a job, and analyzing processes associated with the job to determine a pattern. The techniques also include determining whether the pattern of the job is associated with a pattern for a workload type, and classifying the job based at least in part on the determination.

Abstract: In the course of unit timing, there exists the possibility for a non-compute (N/C) on a particular net in an IC chip design, which could be caused by numerous things, including but not limited to a pin being tied to power, a floating output, or invalid timing test for a given phase at a test point. A process automatically verifies that all non-computes are understood and exist for valid reasons, in order to ensure all necessary paths are being timed. The process takes a conventional Comprehensive Report output of a unit timing run and generates macro specific N/C reports for designers to review and sign off on.

Abstract: In the course of unit timing, there exists the possibility for a non-compute (N/C) on a particular net in an IC chip design, which could be caused by numerous things, including but not limited to a pin being tied to power, a floating output, or invalid timing test for a given phase at a test point. A process automatically verifies that all non-computes are understood and exist for valid reasons, in order to ensure all necessary paths are being timed. The process takes a conventional Comprehensive Report output of a unit timing run and generates macro specific N/C reports for designers to review and sign off on.