Yaqi Zhang

Title: Yaqi Zhang: Innovator in Reconfigurable Computing

Introduction

Yaqi Zhang is a prominent inventor based in Foster City, California. She has made significant contributions to the field of reconfigurable computing, holding a total of five patents. Her work focuses on optimizing translation and partitioning dataflow operations in computing systems.

Latest Patents

One of her latest patents is titled "Iterative compilation to optimize translation in reconfigurable dataflow architectures." In this method, a compiler performs a trial compilation to a low-level intermediate representation (LLIR) of a high-level decision to execute a dataflow application on a computing system. The LLIR comprises hardware resources to execute the application based on the high-level decision, and the compiler determines a trial result based on LL execution metrics associated with the trial compilation. The compiler also performs a trial compilation of a second high-level decision to a second LLIR and evaluates the trial results to select one or both of the high-level decisions for executing the dataflow application. A computer program product and a computing system can implement this method.

Another notable patent is "Partitioning dataflow operations for a reconfigurable computing system through recursive candidate generation." This method involves receiving a set of expressions comprising a plurality of operations and dependencies for those operations. It partitions the operations into selected executable partitions that conform to resource constraints for a reconfigurable unit of the computing system. The partitioning process includes seeding a candidate partition with an operation and recursively generating additional candidate partitions based on adjacent operations. A corresponding system and computer-readable medium are also disclosed.

Career Highlights

Yaqi Zhang is currently employed at Sambanova Systems, Inc., where she continues to innovate in the field of computing. Her work has garnered attention for its practical applications in optimizing computing systems.

Collaborations

Some of her notable coworkers include Matthew Feldman and Mark Wagner, who contribute to the collaborative environment at Sambanova Systems, Inc.

Conclusion

Yaqi Zhang's contributions to reconfigurable computing through her innovative patents highlight her role as a leading inventor in the field. Her work continues to influence the development of advanced computing systems.