Company Filing History:
Years Active: 2021-2024
Title: Aashaka Dhaval Shah: Innovator in Performance Mitigation Technologies
Introduction
Aashaka Dhaval Shah is a notable inventor based in Uttarakhand, India. He has made significant contributions to the field of distributed computing, particularly in the area of performance degradation caused by noisy neighbors. With a total of 2 patents to his name, Aashaka is recognized for his innovative approaches to enhancing system performance.
Latest Patents
Aashaka's latest patents focus on tenant-side detection, classification, and mitigation of noisy-neighbor-induced performance degradation. These embodiments relate to the detection and mitigation of performance issues arising from interference generated by a noisy neighbor in a distributed computing environment. Aashaka employs a first machine-learning model, such as a k-means nearest neighbor classifier, to detect anomalies within a computer system emulator caused by a co-located noisy neighbor. Additionally, a second machine-learning model, such as a multi-class classifier, is utilized to identify the contended resource associated with the anomaly. A corresponding trigger signal is generated to initiate various mitigation responses, including application-specific strategies, load-balancing, scaling out, and updates to a scheduler to avoid impacted nodes. This innovative approach allows tenants to effectively detect, classify, and mitigate performance degradation resulting from noisy neighbors.
Career Highlights
Aashaka currently works at Adobe, Inc., where he continues to develop and refine his innovative technologies. His work at Adobe has positioned him as a key player in the field of performance optimization in distributed systems.
Collaborations
Aashaka collaborates with talented individuals such as Subrata Mitra and Sopan Khosla, contributing to a dynamic and innovative work environment.
Conclusion
Aashaka Dhaval Shah is a pioneering inventor whose work in performance mitigation technologies is making a significant impact in the field of distributed computing. His innovative patents and contributions to Adobe, Inc. highlight his commitment to advancing technology and improving system performance.