Karthik Mandakolathur

Karthik Mandakolathur is a product manager for NVIDIA Magnum IO and focuses on accelerating distributed AI, data analytics, and HPC applications. With more than 20 years of industry experience, Karthik has held senior engineering and product positions at Broadcom and Cisco. He earned an MBA from The Wharton School, MSEE from Stanford and BSEE from Indian Institute of Technology. He holds a couple of U.S. patents in the area of high performance switching architectures.

Posts by Karthik Mandakolathur

Technical Walkthrough 2

Doubling all2all Performance with NVIDIA Collective Communication Library 2.12

Collective communications are a performance-critical ingredient of modern distributed AI training workloads such as recommender systems and natural language... 8 MIN READ
Technical Walkthrough 2

Boosting NVIDIA MLPerf Training v1.1 Performance with Full Stack Optimization

Five months have passed since v1.0, so it is time for another round of the MLPerf training benchmark. In this v1.1 edition, optimization over the entire... 22 MIN READ