Company Filing History:
Years Active: 2022
Title: **The Innovative Mind of Bijan Arbab: Pioneering Machine Learning for Power Management**
Introduction
Bijan Arbab, an accomplished inventor based in San Diego, CA, is known for his groundbreaking work in the field of machine learning and power management. His inventive spirit has led to the creation of a patented technology that optimizes processor idle time, further advancing the efficiency of computing systems.
Latest Patents
Bijan holds a notable patent titled "Intelligent prediction of processor idle time apparatus and method." This innovation encompasses a machine-learning scheme that operates through a software driver stack. It learns user habits regarding low power state entries, such as the Modern Connect Standby (ModCS), factoring in the duration of these states based on time of day and system telemetry. The machine learning algorithm establishes a High Water Mark (HWM) number of dirty cache lines (DL) which serves as a crucial hint for a power agent. This power agent subsequently utilizes the hints along with the actual system’s DL to facilitate informed decisions about transitioning into various low power states, specifically determining the optimal entry between S0i4 and S0i3 for computing systems.
Career Highlights
At Intel Corporation, Bijan has made significant contributions to the integration of advanced technologies into sophisticated processor architectures. His innovative mindset and technical prowess have positioned him as a leader in the realm of energy-efficient computing.
Collaborations
Throughout his career, Bijan has collaborated with talented professionals such as Leo Aqrabawi and Chia-Hung Sophia Kuo. These partnerships further enhance his work, allowing for a synergistic approach to tackling complex challenges within the tech industry.
Conclusion
Bijan Arbab’s dedication to innovation and his expertise in machine learning underscore his invaluable role at Intel Corporation. Through his patented technology, he continues to make strides in optimizing power consumption in computing systems, paving the way for a more energy-efficient future. As a visionary inventor, Bijan’s work exemplifies the transformative power of innovation in the tech landscape.