Ethem Can

Ethem Can is a data scientist at NVIDIA. He has more than 12 years of research and development experience on machine learning applications solving customer problems. Prior to NVIDIA, he was a principal machine learning developer. Ethem completed his Ph.D. in computer science at University of Massachusetts, Amherst
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Posts by Ethem Can

NVIDIA Triton model ensembles
Data Science

Serving ML Model Pipelines on NVIDIA Triton Inference Server with Ensemble Models

In many production-level machine learning (ML) applications, inference is not limited to running a forward pass on a single ML model. Instead, a pipeline of ML... 19 MIN READ
Data Center / Cloud

Accelerating Machine Learning Model Inference on Google Cloud Dataflow with NVIDIA GPUs

Today, in partnership with NVIDIA, Google Cloud announced Dataflow is bringing GPUs to the world of big data processing to unlock new possibilities. With... 8 MIN READ
Data Science

Profiling and Optimizing Deep Neural Networks with DLProf and PyProf

Software profiling is key for achieving the best performance on a system and that’s true for the data science and machine learning applications as well. In... 19 MIN READ