Electronics and Telecommunications Research Institute

Jeong-Si Kim

Young-Joo Kim

Seung-Tae Hong

Yung Joon Jung

Jin-Ho Seol

Disclosed herein are an apparatus and method for adaptively accelerating a BLAS operation based on a GPU. The apparatus for adaptively accelerating a BLAS operation based on a GPU includes a BLAS operation acceleration unit for setting optimal OpenCL parameters using machine-learning data attribute information and OpenCL device information and for creating a kernel in a binary format by compiling kernel source code; an OpenCL execution unit for creating an OpenCL buffer for a BLAS operation using information about an OpenCL execution environment and the optimal OpenCL parameters and for accelerating machine learning in an embedded system in such a way that a GPU that is capable of accessing the created OpenCL buffer performs the BLAS operation using the kernel, and an accelerator application unit for returning the result of the BLAS operation to a machine-learning algorithm.

GPU-based adaptive BLAS operation acceleration apparatus and method thereof

Provided herein is a real-time QoS monitoring apparatus, including an application registration unit configured to register at least one monitoring target application program for QoS measurement; a function explorer unit configured to detect user-defined functions in application code of the at least one monitoring target application program; a loop-statement explorer unit configured to detect loop-statements in the application code; a user-defined location explorer unit configured to detect user-defined locations in the application code; and a heartbeat generator configured to generate a plurality of heartbeat calls to correspond to the functions detected by the function finder, the loop-statements detected by the loop finder, and the user-defined locations detected by the user-defined location finder. Accordingly, there are provided a real-time QoS monitoring apparatus and method, which may measure QoS in real time without additionally modifying the application program.

Real-time quality of service monitoring apparatus and method

Disclosed herein is a method and apparatus for reconstructing an embedded software development environment. The apparatus includes an integrated management setting unit and an integrated project management unit. The integrated management setting unit sets at least one target supported by each of a plurality of development tools and registers the plurality of development tools. The integrated project management unit creates an integrated project in which the embedded software development environment is reconstructed using the plurality of development tools.

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Daejeon, South Korea

Jeong-Si Kim