"Data size for each deep learning job can be several Terabytes and copying it to scratch space is impractical. I needed to find a production-ready scalable storage solutions that could be accessed directly by AI training workloads at high speed without sacrificing reliability , maintainability, and fault-tolerance."

“We used other open-source parallel file systems mainly as scratch space since we did not have the confidence to roll them out as part of a production environment. But with Quobyte, it became clear that we could sustain significant hardware losses with no interruption.”