摘要:
Methods and systems for iterative convergence include performing at least one global iteration. Each global iteration includes partitioning input data into multiple input data partitions according to an input data partitioning function, partitioning a model into multiple model partitions according to a model partitioning function, performing at least one local iteration using a processor to compute sub-problems formed from a model partition and an input data partition to produce multiple locally updated models, and combining the locally updated models from the at least one local iteration according to a model merging function to produce a merged model.
摘要:
Implementations of the present principles include Best-effort computing systems and methods. In accordance with various exemplary aspects of the present principles, a application computation requests directed to a processing platform may be intercepted and classified as either guaranteed computations or best-effort computations. Best-effort computations may be dropped to improve processing performance while minimally affecting the end result of application computations. In addition, interdependencies between best-effort computations may be relaxed to improve parallelism and processing speed while maintaining accuracy of computation results.
摘要:
Implementations of the present principles include Best-effort computing systems and methods. In accordance with various exemplary aspects of the present principles, a application computation requests directed to a processing platform may be intercepted and classified as either guaranteed computations or best-effort computations. Best-effort computations may be dropped to improve processing performance while minimally affecting the end result of application computations. In addition, interdependencies between best-effort computations may be relaxed to improve parallelism and processing speed while maintaining accuracy of computation results.
摘要:
An integrated circuit comprising at least one system level decompressor and at least a first hardware block associated with a core level decompressor. The system level decompressor is capable of performing system level decompression of received compressed test data to form partially decompressed test data. The core level decompressor being capable of performing core level decompression of the partially decompressed test data.
摘要:
Methods and systems for cross-layer forgiveness exploitation include executing one or more applications using a processing platform that includes a first reliable processing core and at least one additional processing core having a lower reliability than the first processing core, modifying application execution according to one or more best-effort techniques to improve performance, and controlling parameters associated with the processing platform and the best-effort layer that control performance and error rate such that performance is maximized in a region of low hardware-software interference.
摘要:
An integrated circuit comprising at least one system level decompressor and at least a first hardware block associated with a core level decompressor. The system level decompressor is capable of performing system level decompression of received compressed test data to form partially decompressed test data. The core level decompressor being capable of performing core level decompression of the partially decompressed test data.
摘要:
A security policy associated with a system is evaluated. The system includes a communication bus having a data bus and a plurality of components interconnected via the communication bus. The system also includes a circuit configured to evaluate a security policy associated with the system by reading at least one data bus signal associated with a transaction between at least two of the plurality of components.
摘要:
A power estimation framework based on a network of power monitors that observe component- and system-level execution and power statistics at run time. Based on those statistics, the power monitors (i) select between multiple alternative power models for each component and/or (ii) configure the component power models to best negotiate the trade-off between efficiency and accuracy. This approach effectuates a co-coordinated, adaptive, spatio-temporal allocation of computational effort for power estimation. This approach yields large reductions in power estimation overhead while minimally impacting power estimation accuracy.
摘要:
A system comprising at least one host processor, at least one security processor and a first memory that is exclusively accessible only by the security processor.
摘要:
Methods and systems for cross-layer forgiveness exploitation include executing one or more applications using a processing platform that includes a first reliable processing core and at least one additional processing core having a lower reliability than the first processing core, modifying application execution according to one or more best-effort techniques to improve performance, and controlling parameters associated with the processing platform and the best-effort layer that control performance and error rate such that performance is maximized in a region of low hardware-software interference.