Proliferation of multicore hardware boosted the need for verification of multicore software that is running on these hardware. Multicore software demands new verification techniques different from the ones used for sequential software. Many optimized compiler frameworks are arising to address the complexities of multicore software. Among these compilers, Low Level Virtual Machine (LLVM) is espe...

...............................................................................................ii Research Grants ...................................................................................iii Acknowledgements..................................................................................v CHAPTER 1: INTRODUCTION 1.1 COMPONENT CERTIFICATION WITH REUSE.....................................

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With recent rapid technological advances, the automatic analysis of software logs has received particular attention. Currently, there is much research on use Deep Learning in field log anomaly detection, and they have reported high accuracy more than 0.9 f1-score. On other hand, are reports that it not been used development. We conducted a generalized evaluation against representative models fo...