This inventor holds 1 USPTO granted patent and 6 published patent applications. Top assignees: Arizona State University, Carnegie Mellon University, The University of Arizona. Active years: 2025.
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Years Active: 2025
Title: Anish Krishnakumar: Innovator in Power Management for Embedded Systems
Introduction
Anish Krishnakumar is a notable inventor based in Madison, WI (US). He has made significant contributions to the field of power management for embedded systems-on-chip (SoCs). His innovative approach focuses on enhancing energy efficiency while meeting real-time requirements.
Latest Patents
Anish holds a patent titled "HiLITE: Hierarchical and Lightweight Imitation Learning for Power Management of Embedded SoCs." This patent introduces a hierarchical imitation learning framework designed to improve dynamic power management techniques. HiLITE addresses the challenge of adapting runtime decisions across multiple objectives, such as energy efficiency and real-time constraints. The framework has demonstrated an average improvement of 40% in the energy-delay product and a reduction of deadline misses by up to 76% compared to existing methods. The trained policies achieve high accuracy with minimal prediction time overhead and a small memory footprint.
Career Highlights
Anish has worked at prestigious institutions, including Arizona State University and The University of Arizona. His experience in these organizations has contributed to his expertise in embedded systems and power management.
Collaborations
Anish has collaborated with notable colleagues, including Umit Ogras and Joshua Mack. Their joint efforts have further advanced research in the field of power management for embedded systems.
Conclusion
Anish Krishnakumar's innovative work in power management for embedded SoCs exemplifies the impact of advanced technologies on energy efficiency. His contributions continue to shape the future of embedded systems.