Hadi Esmaeilzadeh, V

Title: Hadi Esmaeilzadeh, V: Innovator in Memory and Database Technologies

Introduction

Hadi Esmaeilzadeh, V is an accomplished inventor based in Atlanta, GA (US). He has made significant contributions to the fields of memory technology and database management, holding a total of 3 patents. His innovative work focuses on enhancing the efficiency and performance of computing systems.

Latest Patents

One of Hadi's latest patents is titled "In-memory near-data approximate acceleration." This invention involves a random access memory that includes memory banks and arithmetic approximation units. Each arithmetic approximation unit is dedicated to one or more memory banks and features a respective multiply-and-accumulate unit and a lookup-table unit. The multiply-and-accumulate unit performs iterative shift and add operations with two inputs, providing a result that approximates or is a product of these inputs. The lookup-table unit then applies a pre-defined function to this result, allowing for parallel operation of the arithmetic approximation units. Additionally, the random access memory includes a memory controller that receives instructions from a processor regarding the locations within the memory banks for obtaining inputs and writing outputs.

Another notable patent is "Methods and systems for integrating machine learning/analytics accelerators and relational database systems." This method for database management involves receiving an algorithm from a user and generating a hierarchical dataflow graph (hDFG) based on that algorithm. The architecture for a chip is then created based on the hDFG, which retrieves a data table from a database associated with the chip architecture. The algorithm is executed against the data table, performing actions included in the algorithm.

Career Highlights

Hadi has worked with prestigious organizations such as Georgia Tech Research Corporation and the University of Illinois. His experience in these institutions has allowed him to develop and refine his innovative ideas in technology.

Collaborations

Hadi has collaborated with talented individuals in his field, including Divya Mahajan and Joon Kyung Kim. These collaborations have contributed to the advancement of his research and inventions.

Conclusion

Hadi Esmaeilzadeh, V is a notable inventor whose work in memory and database technologies has the potential to significantly impact the computing industry. His innovative patents reflect his dedication to enhancing system performance and efficiency.