Smriti Thakkar

Title: Smriti Thakkar: Innovator in File Clustering and Data Management

Introduction

Smriti Thakkar is a prominent inventor based in San Jose, CA, known for her innovative contributions to file clustering and data management technologies. With a total of 6 patents, she has made significant strides in optimizing data organization and retrieval processes.

Latest Patents

One of her latest patents is titled "Optimal cluster selection in hierarchical clustering of files." This system partitions files, including segments identified by fingerprints, into clusters. The system counts common fingerprints by counting fingerprints that correspond to both a file cluster and another file cluster. It also counts unique fingerprints by counting those that correspond to either the file cluster or the other file cluster. The system uses these counts to approximate the distance between file clusters and identifies the smallest distances for merging clusters. Another notable patent is "Efficient dictionary data structure to find similar backup clients." This method involves generating a fingerprint:tag dictionary, computing a similarity matrix, and running a clustering algorithm to identify groups of similar tags, thereby deduplicating data associated with the fingerprints.

Career Highlights

Throughout her career, Smriti has worked with notable companies such as EMC IP Holding Company LLC and Dell Products Inc. Her work has significantly impacted the field of data management, showcasing her expertise in developing innovative solutions.

Collaborations

Smriti has collaborated with talented individuals, including Tony T Wong and Abhinav Duggal, contributing to her success in the industry.

Conclusion

Smriti Thakkar's contributions to innovations in file clustering and data management highlight her role as a leading inventor in her field. Her patents reflect her commitment to enhancing data organization and retrieval processes, making her a valuable asset to the technology community.