Data Protection Solutions for ML/AI
TimeWednesday, November 14th2pm - 2:30pm
DescriptionIgneous has customers building artificial intelligence models that revolutionize the diagnosis and treatment of cancer and other life-threatening diseases. Their machine learning workflows utilize a proprietary storage solution as an archive tier, working in conjunction with high performance storage and computing.
Igneous acts as the central repository for petabytes of imaging data. Small subsets of data (< 2% of the entire dataset) are active at any one time for high performance compute, which acts as a “hot edge” for the data to be processed by image processing software running on a high-performance deep learning platform. In addition, Igneous acts as the central repository to archive all computational results, enabling the “hot edge” to be cleared for subsequent workloads. Delivered as-a-Service and remotely managed, Igneous enables organizations to keep their IT departments lean so that they can focus on groundbreaking research instead.