Domino Data Lab, provider of Enterprise MLOps platform, announced a fully managed offering from solution partner Tata Consultancy Services (TCS) that leverages the Domino platform run high-performance computing and data science workloads on NVIDIA DGXTM systems, all in the TCS Enterprise Cloud.
Along with the coming integration of Domino’s platform with the NVIDIA AI Enterprise software suite, this represents a pivotal next phase of collaboration between Domino, NVIDIA and TCS to help make every company model-driven.
Domino’s integrations with NVIDIA technologies have enabled many of the world’s largest companies to build competitive advantage using GPU-based training for sophisticated models. Current use cases range from anomaly detection for manufacturing and supply chains to predictive maintenance for infrastructure in energy and utilities.
Since 2020, Domino has offered certified Enterprise MLOps software for NVIDIA DGX systems as a charter member of the NVIDIA DGX-Ready Software program, working with partners such as NetApp to produce pre-configured and validated hardware and software package bundles.
The solution is ready for pilots with select customers by end December ’21 with general availability towards end of Q1 ’22 – mid Q2 ’22. TCS’s High Performance Computing Accelerated AI & Analytics (HPC A3) solution on the TCS Enterprise Cloud provides a single, converged end-to-end solution for training AI, ML and deep learning models using Domino and NVIDIA DGX systems in the same heterogeneous compute environment as HPC simulation workloads.
Using HPC A3, data scientists can leverage output data from CPU-accelerated containerized simulation workloads to train NVIDIA GPU-accelerated ML models, or vice versa, without having to move data across two traditionally siloed environments. With a single pane-of-glass, data science leaders can use this solution to track project status across teams, while IT can track infrastructure utilization for capacity planning.
Domino is available as a managed service from GTS Data Processing as part of its DSready Cloud solution. GTS’ offering — powered by Domino and hosted in Germany — brings together the capabilities its clients need to deliver and manage data science at scale, all within a GDPR-compliant environment that supports Germany’s stringent security standards.
Validation is underway for the Domino platform on NVIDIA AI Enterprise, an end-to-end, cloud-native suite of AI and data analytics software optimized for the NVIDIA EGX™ platform, running on mainstream NVIDIA-Certified Systems™ from OEM hardware providers and VMware vSphere.
NVIDIA-Certified Systems from partners like Dell Technologies combine the power of a range of NVIDIA GPUs with Domino’s Enterprise MLOps platform, providing enterprises a broad selection of high-performance options for scale-out, multi-node GPU-accelerated machine learning. NVIDIA AI Enterprise, running on NVIDIA Certified Systems and VMware vSphere, enables companies to virtualize AI workloads on mainstream servers. Soon, enterprises will be able to use GPU-based training using more easily and cost-effectively the Domino Enterprise MLOps Platform.
