Shuhao Zhang

Title: Innovations by Shuhao Zhang

Introduction

Shuhao Zhang is a notable inventor based in Singapore, SG. He has made significant contributions to the field of data stream processing systems. With a total of 2 patents, his work focuses on enhancing computational efficiency and optimizing query plans.

Latest Patents

One of his latest patents is titled "Efficient execution of data stream processing systems on multi-core processors." This invention describes a system, method, and computer-implemented apparatus aimed at increasing the computational efficiency and capacity of data stream processing systems. In one embodiment, executor grouping reduces cross-socket communication in a Non-Uniform Memory Access (NUMA) system. In another embodiment, input batching reduces thread context switches, which improves instruction cache performance.

Another significant patent is "Multi-query optimizer for complex event processing." This invention involves generating jumbo query plans by applying at least one sharing technique and combining at least two of the pattern queries. The costs of these jumbo query plans may then be estimated and used to search for an optimal query plan. The optimal query plan can then be executed on an input data stream to generate an output data stream.

Career Highlights

Shuhao Zhang is currently employed at SAP SE, where he continues to innovate and contribute to advancements in technology. His work at SAP SE has allowed him to apply his expertise in data processing and optimization.

Collaborations

Some of his notable coworkers include Daniel Hermann, Richard Dahlmeier, and Bingsheng He. Their collaboration fosters a creative environment that enhances the development of innovative solutions.

Conclusion

Shuhao Zhang's contributions to data stream processing and optimization reflect his dedication to innovation. His patents demonstrate a commitment to improving computational efficiency and query processing, making a significant impact in the field.