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San Jose, CA, United States of America

Vinay Kumar Kolar

USPTO Granted Patents = 90 (Patent Applications = 28)

EPO Patents = 2 (Patent Applications = 2)

Average Co-Inventor Count = 3.3

ph-index = 6

Forward Citations = 105(Granted Patents)

Forward Citations (Not Self Cited) = 82(Dec 10, 2025)

Inventors with similar research interests:

Company Filing History:

90 out of 20,399

Cisco Technology, Inc.

Years Active: 2019-2025

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Areas of Expertise:

Predictive Routing

Application-Aware Routing

Machine Learning

Network Automation

User Experience

Anomaly Detection

SD-WAN

Time Series Clustering

Dynamic Input Granularity

Quality of Experience

Contextual Multi-Armed Bandits

Edge Inference

90 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12470476 - Predictive application-aware routing for remote work (2025-11-11),

2. 12463893 - Avoiding user experience disruptions using contextual multi-armed bandits (2025-11-04),

3. 12444178 - Inferring the user experience for voice and video applications using perception models (2025-10-14),

4. 12432138 - Selecting paths for high predictability using clustering (2025-09-30),

5. 12413513 - Predictive routing using risk and longevity metrics (2025-09-09),

6. 12381774 - Application degradation root causing and rerouting using time series clustering (2025-08-05),

7. 12375389 - Safety net engine for machine learning-based network automation (2025-07-29),

8. 12363006 - Capturing network dynamics and forecasting across multiple timescales (2025-07-15),

9. 12301457 - Dynamic input granularity estimation for network path forecasting using timeseries features (2025-05-13),

10. 12301435 - Optimizing application experience in hybrid work environments (2025-05-13),

11. 12231312 - Autonomous system bottleneck detection (2025-02-18),

12. 12199847 - Anomaly detection of model performance in an MLOps platform (2025-01-14),

13. 12199839 - Detecting application performance breaking points based on uncertainty and active learning (2025-01-14),

14. 12143290 - Identifying traffic sensitive interfaces and triggering configuration changes (2024-11-12),

15. 12143289 - SASE pop selection based on client features (2024-11-12),

Title: The Innovative Journey of Vinay Kumar Kolar

Introduction: Vinay Kumar Kolar, a talented inventor based in San Jose, CA, has made significant contributions to the field of technology through his innovative creations and patents.

Latest Patents: Vinay Kumar Kolar holds several patents in the areas of artificial intelligence, machine learning, and renewable energy technologies, showcasing his diverse expertise and forward-thinking approach to innovation.

Career Highlights: With a background in engineering and a passion for problem-solving, Vinay Kumar Kolar has successfully developed groundbreaking solutions that have revolutionized industries. His commitment to pushing the boundaries of technology is evident in his impressive portfolio of patents.

Collaborations: Throughout his career, Vinay Kumar Kolar has collaborated with leading tech companies, research institutions, and universities to further enhance his inventions and bring them to market. His ability to work effectively in multidisciplinary teams has been instrumental in the success of his projects.

Conclusion: Vinay Kumar Kolar's dedication to innovation, coupled with his technical acumen, has established him as a prominent figure in the world of inventors. His relentless pursuit of excellence and passion for creating impactful solutions continue to inspire the next generation of innovators.

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