High performance computing
Accelerate your breakthroughs. Converge HPC and AI on Google Cloud’s unified platform to move from complex simulations to powerful insights, faster.
Overview
Innovate faster
Google Cloud provides a unified platform for HPC and AI/ML workloads with access to a wide-range of workload-optimized infrastructure. Leveraging architecture with the latest CPUs, GPUs, and storage, you can scale even the most demanding projects. Pre-configured HPC VM images—tuned for peak performance—allow you to bypass complex setups and focus on results.
Deliver breakthroughs
The next era of scientific discovery will be driven by the seamless convergence of HPC and AI. We’ve built a unified platform where these powerful forces work in harmony, creating an environment that accelerates the entire research life cycle. This allows your teams to not only answer questions faster but to ask entirely new kinds of questions.
Operate smarter
Deploy validated, production-ready clusters in minutes using our Cluster Toolkit and combine flexible consumption models to ensure your workload runs at the best price. Pair Committed Use Discounts (CUDs) for stable infrastructure with Dynamic Workload Scheduler (DWS) for guaranteed, job-based access to high-demand resources without long-term commitments. For maximum savings, leverage Spot VMs, to access spare capacity at up to 91% off for fault-tolerant, large-scale workloads.
How It Works
Achieve massive scale for your tightly-coupled HPC applications with Cloud Remote Direct Memory Access (RDMA), powered by the Google Cloud's Titanium network adapter. Cloud RDMA delivers low-latency communication crucial for high-performance computing. By leveraging standard message-passing libraries over RDMA, H4D VMs can efficiently scale to tens of thousands of cores, accelerating your time-to-insight.
Achieve massive scale for your tightly-coupled HPC applications with Cloud Remote Direct Memory Access (RDMA), powered by the Google Cloud's Titanium network adapter. Cloud RDMA delivers low-latency communication crucial for high-performance computing. By leveraging standard message-passing libraries over RDMA, H4D VMs can efficiently scale to tens of thousands of cores, accelerating your time-to-insight.
Financial services
Manage risk, drive alpha
Unlock market advantage: turn data into immediate action. Rapidly deploy massive scale for demanding FSI workloads like algorithmic trading, fraud detection, and risk modeling. Empower teams to train smarter models on fresh data, proactively managing risk, capturing market signals faster, and executing strategies with unmatched speed and intelligence.
How-tos
Manage risk, drive alpha
Unlock market advantage: turn data into immediate action. Rapidly deploy massive scale for demanding FSI workloads like algorithmic trading, fraud detection, and risk modeling. Empower teams to train smarter models on fresh data, proactively managing risk, capturing market signals faster, and executing strategies with unmatched speed and intelligence.
Electronic design automation
Achieve first-pass silicon success
Built from first-hand expertise, our platform accelerates EDA workflows using purpose-built H4D VMs and Google Cloud NetApp Volumes to cut design cycles and manage peak workloads. Maximize productivity by unifying your design environment with integrated AI tools, empowering teams to innovate and grow on a single, data-driven platform.
How-tos
Achieve first-pass silicon success
Built from first-hand expertise, our platform accelerates EDA workflows using purpose-built H4D VMs and Google Cloud NetApp Volumes to cut design cycles and manage peak workloads. Maximize productivity by unifying your design environment with integrated AI tools, empowering teams to innovate and grow on a single, data-driven platform.
Computer-aided engineering
Building better products faster
Accelerate computer-aided engineering (CAE) workflows on Google Cloud to design, test, and manufacture superior products faster. Run complex simulations with workload-optimized infrastructure and cut design cycles by bursting to the cloud for elastic compute. Converge AI with simulation on a unified platform to explore vast design spaces and accelerate your entire engineering life cycle.