OpenCL-Based Performance Enhancement of Model Transformations

The software industry is currently facing challenges that involve processing larger and larger amounts of data as well as having to manage this data faster. Optimizing the efficiency of an algorithm or application with different hardware and software platforms can be challenging. OpenCL offers a solution for this issue. Building on top of the OpenCL provides multi platform support and efficient usage of hardware devices having multiple computing units. Our goal is to create a model transformation tool with high performance. We built our solution based upon OpenCL. We soon realized that benefit from the advantages of using the OpenCL are not obvious. We have identified the challenges and created solutions for them. In this poster, we present an overview of our approach extended by incremental searching which also increases the performance of the computation.