Pedro H R Bruel

Title: The Innovations of Pedro H R Bruel

Introduction

Pedro H R Bruel is an accomplished inventor based in San Jose, California. He has made significant contributions to the field of technology, particularly in the management of key-value caches for large language models. His innovative approach has garnered attention in the tech community.

Latest Patents

Pedro holds a patent titled "Efficient key-value cache management for large language models." This patent describes a system where a first Network Interface Card (NIC) monitors a key-value cache associated with a large language model (LLM) executed by a compute node. The key-value cache is stored in memory linked to an accelerator. When the accelerator updates the key-value cache, the first NIC transfers a copy of the update to a remote storage node. After the query is inferred, the key-value cache is deleted from memory. Upon receiving a follow-up user query, the first NIC identifies the storage location on the remote storage node that contains the relevant key-value cache and sends a KV-cache-transfer request to a second NIC, facilitating the transfer of the key-value cache back to memory.

Career Highlights

Pedro is currently employed at Hewlett Packard Enterprise Development LP, where he continues to innovate and develop cutting-edge technologies. His work focuses on enhancing the efficiency and performance of large language models, which are increasingly vital in various applications.

Collaborations

Pedro collaborates with talented individuals such as Aditya Dhakal and Gourav Rattihalli. Their combined expertise contributes to the advancement of technology in their field.

Conclusion

Pedro H R Bruel is a notable inventor whose work in key-value cache management for large language models exemplifies innovation in technology. His contributions are shaping the future of computing and enhancing the capabilities of artificial intelligence.