Ali Mohammad

Title: Innovations by Ali Mohammad in Power-Constrained Computing

Introduction

Ali Mohammad is an accomplished inventor based in Hillsboro, OR (US). He has made significant contributions to the field of power-constrained computing, focusing on improving the performance of computers that operate under strict power limitations. His innovative approach has led to the development of a unique patent that addresses the challenges faced by heterogeneous computing elements.

Latest Patents

Ali Mohammad holds a patent titled "Workload Aware Power Limiting and Multiple-Input Multiple-Output Control." This invention presents a scheme designed to enhance the performance of power-constrained computers. The scheme dynamically reacts to changes in the switching capacitance induced by varying workloads in each heterogeneous compute element. It learns the coefficients of a power-frequency model for each compute element based on the current workload. At each time step, the system forecasts the maximum frequency at which the compute element can operate without exceeding the input power limit. This innovative approach allows for rapid re-learning of the power model coefficients and adapts the frequency as the workload characteristics shift. The goal is to ensure that compute elements operate at their maximum frequency while adhering to the input power constraints.

Career Highlights

Ali Mohammad is currently employed at Intel Corporation, where he continues to push the boundaries of technology in the computing sector. His work has been instrumental in developing solutions that optimize power usage in computing systems, making them more efficient and effective.

Collaborations

Throughout his career, Ali has collaborated with talented individuals such as Asma Al-Rawi and Ujjwal Gupta. These collaborations have fostered an environment of innovation and creativity, leading to advancements in their respective fields.

Conclusion

Ali Mohammad's contributions to power-constrained computing through his innovative patent demonstrate his commitment to enhancing technology. His work at Intel Corporation and collaborations with esteemed colleagues further highlight his impact on the industry.