Company Filing History:
Years Active: 2025
Title: Innovations by Shaokang Ni
Introduction
Shaokang Ni is an accomplished inventor based in Seattle, WA. He has made significant contributions to the field of computing through his innovative patents. With a total of 2 patents, his work focuses on optimizing resource allocation in compute clusters.
Latest Patents
Shaokang Ni's latest patents include "Resource right-sizing for compute clusters" and "Cluster right-sizing for cloud-based applications." The first patent discloses systems and methods for implementing a right-sizing service that recommends and automatically implements resource sizing recommendations for compute clusters executing applications. Performance metrics for compute nodes executing the application are gathered and normalized, with anomalous nodes excluded. The respective time series data for the compute nodes are temporally aligned to identify phases of execution of the application, allowing for the estimation of resource sizes for various phases. A resource sizing recommendation is then made based on these estimated resource sizes. This sizing recommendation can integrate with other recommendations and be used to manually or automatically size a compute cluster or select from pre-sized compute clusters.
The second patent, "Cluster right-sizing for cloud-based applications," follows a similar methodology. It also focuses on gathering performance metrics, normalizing data, and aligning time series data to identify execution phases. The resulting sizing recommendations are crucial for optimizing resource allocation in cloud environments.
Career Highlights
Shaokang Ni is currently employed at Amazon Technologies, Inc., where he continues to develop innovative solutions for computing challenges. His work has been instrumental in enhancing the efficiency of cloud-based applications and compute clusters.
Collaborations
Some of his notable coworkers include Siyu Wang and Letian Feng, who collaborate with him on various projects at Amazon Technologies, Inc.
Conclusion
Shaokang Ni's contributions to the field of computing through his patents demonstrate his commitment to innovation and efficiency. His work in resource right-sizing for compute clusters is paving the way for more effective cloud computing solutions.