Samet Egemen Arda

Title: Samet Egemen Arda: Innovator in Power Management for Embedded Systems

Introduction

Samet Egemen Arda is a notable inventor based in Chandler, AZ (US). He has made significant contributions to the field of power management for embedded systems-on-chip (SoCs). His innovative approach focuses on improving energy efficiency while meeting real-time requirements.

Latest Patents

Arda holds a patent for his invention titled "HiLITE: Hierarchical and Lightweight Imitation Learning for Power Management of Embedded SoCs." This patent addresses the limitations of existing dynamic power management techniques. HiLITE employs a hierarchical imitation learning framework that enhances energy efficiency while satisfying soft real-time constraints. The approach has demonstrated an average improvement of 40% in the energy-delay product and a reduction of deadline misses by up to 76% compared to state-of-the-art methods. The trained policies achieve high accuracy with minimal prediction time overhead and a small memory footprint.

Career Highlights

Throughout his career, Samet Egemen Arda has worked with prestigious institutions such as Arizona State University and the University of Arizona. His work has been instrumental in advancing the field of embedded systems and power management.

Collaborations

Arda has collaborated with notable professionals in his field, including Umit Ogras and Radu Marculescu. Their joint efforts have contributed to the development of innovative solutions in power management.

Conclusion

Samet Egemen Arda's contributions to the field of power management for embedded systems are noteworthy. His innovative patent, HiLITE, showcases his commitment to enhancing energy efficiency in modern technology. His work continues to influence advancements in the industry.