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Title: Innovations of Inventor Ming Chen
Introduction
Ming Chen is a notable inventor based in Kanata, Canada. He has made significant contributions to the field of cache memory systems, holding 3 patents that focus on optimizing cache performance. His work is particularly relevant in the context of modern computing, where efficient data retrieval is crucial.
Latest Patents
Ming Chen's latest patents include innovative systems and methods to generate a cache miss ratio curve. The first patent addresses the challenge of determining the optimal cache size for applications by providing a method to generate a miss ratio curve for caches with data blocks that have a time-to-live. This method utilizes a hashed value of a data block's key address to create a 2D HyperLogLog (HLL) counter, which stores expiry times of the data blocks. By converting this counter into a 1D array, a stack distance can be calculated, leading to the development of a frequency distribution that informs the selection of an appropriate cache size.
The second patent focuses on generating a miss ratio curve for caches with variable-sized data blocks. This method involves stacking sets of counters for different block sizes to obtain a stack distance, which is then used to determine a miss ratio curve. This curve aids in selecting a cache size that is suitable for an application while minimizing memory usage. The methods described can be applied to batches of requests and can accommodate various constraints on block sizes.
Career Highlights
Ming Chen has worked with prominent organizations, including Huawei Technologies Canada Co., Ltd. and the University of Toronto. His experience in these institutions has allowed him to refine his expertise in cache memory systems and contribute to advancements in the field.
Collaborations
Ming has collaborated with talented individuals such as Sari Sultan and Kia Shakiba. These partnerships have likely enriched his work and led to innovative solutions in cache memory technology.
Conclusion
Ming Chen's contributions to cache memory systems through his patents demonstrate his commitment to innovation in the field. His work not only enhances the efficiency of data retrieval but also sets a foundation for future advancements in computing technology.