Join the Google Cloud Advanced Computing Community for the latest on HPC, AI, and Quantum Computing.
Google Cloud
High performance computing
Accelerating the rate at which scientific, technological, and business progress is made, and helping humanity build a more prosperous future.
Overview
Optimized architecture for HPC workloads
Achieve supercomputing-class performance with our highly scalable HPC-optimized compute infrastructure featuring the latest CPUs, GPUs, and storage offerings from Google and our broad partner ecosystem.
Quickly launch VMs using pre-configured HPC VM images tuned to achieve optimal CPU and network performance.
Get the power of Lustre without the operational overhead. Google Cloud Managed Lustre, built on DDN EXAScaler technology, delivers scalable, low-latency storage optimized for demanding AI/ML training and HPC workloads.
Advanced HPC services and tools
Use Cluster Toolkit to quickly customize and deploy an HPC environment, including partner integrations, or select from pre-built industry blueprints.
Use Google Kubernetes Engine to manage your HPC workloads at scale using containers, with support for HPC essentials like placement policies, Kueue, GPU Sharing, and expanded scalability.
Deploy our workloads directly to Google Cloud’s capable Batch service, our cloud-native, fully-managed scheduling service for batch and HPC-style workloads.
Flexible consumption
Our latest VMs support Dynamic Workload Scheduler, enabling you to procure short-term access to large-scale GPU-based supercomputers and helping schedule HPC workloads for optimal performance and cost-effectiveness.
Use Spot VMs to save on batch jobs and fault-tolerant workloads, committed use discounts when your workloads have predictable resource needs, or on-demand rates for bursting.
How It Works
H4D, our latest machine type for HPC, are designed to address the evolving needs of demanding workloads. H4D VMs are powered by 5th Generation AMD EPYCTM Processors and is Google's first CPU-based VM to use Cloud RDMA on Titanium for advanced, low-latency networking.
H4D, our latest machine type for HPC, are designed to address the evolving needs of demanding workloads. H4D VMs are powered by 5th Generation AMD EPYCTM Processors and is Google's first CPU-based VM to use Cloud RDMA on Titanium for advanced, low-latency networking.
Common Uses
Scientific discovery
Powering scientific breakthroughs
From unraveling the mysteries of the universe and our planet, to accelerating medical research and industrial innovation, scientific discovery impacts nearly every facet of human life. Learn how Google is bringing the best of Google DeepMind and Google Research together with new infrastructure capabilities in Google Cloud to provide researchers with the most capable, cloud-scale tools for scientific computing.
How-tos
Powering scientific breakthroughs
From unraveling the mysteries of the universe and our planet, to accelerating medical research and industrial innovation, scientific discovery impacts nearly every facet of human life. Learn how Google is bringing the best of Google DeepMind and Google Research together with new infrastructure capabilities in Google Cloud to provide researchers with the most capable, cloud-scale tools for scientific computing.
Computer-aided engineering
Design, analyze, innovate
From cars to rockets to gadgets we love, computer-aided engineering (CAE) is the engine driving innovation across industries. CAE on Google Cloud allows you to run your simulations faster and more efficiently, helping you outpace the competition and deliver winning solutions. Get started with the technical reference guide and start running popular codes like Ansys Fluent, Siemens SimCenter STAR-CCM+, and OpenFOAM.
How-tos
Design, analyze, innovate
From cars to rockets to gadgets we love, computer-aided engineering (CAE) is the engine driving innovation across industries. CAE on Google Cloud allows you to run your simulations faster and more efficiently, helping you outpace the competition and deliver winning solutions. Get started with the technical reference guide and start running popular codes like Ansys Fluent, Siemens SimCenter STAR-CCM+, and OpenFOAM.
Electronic design automation
Enabling electronic innovation
Electronic design automation (EDA) is the key to creating the innovative electronic hardware that powers our digital world. EDA solutions on Google Cloud enable you design, simulate, verify, implement, and test with ease and speed, helping you accelerate your design cycles and achieve your next breakthrough faster.
How-tos
Enabling electronic innovation
Electronic design automation (EDA) is the key to creating the innovative electronic hardware that powers our digital world. EDA solutions on Google Cloud enable you design, simulate, verify, implement, and test with ease and speed, helping you accelerate your design cycles and achieve your next breakthrough faster.
Healthcare and life sciences
Accelerating research, improving outcomes
By tackling massive datasets, accelerating drug discovery, powering advanced research, and fostering collaboration, HPC is playing a pivotal role in unlocking the next generation of breakthroughs that will push the boundaries of scientific knowledge and shape the future. Learn how Google Cloud's HPC solutions provide the power and scale needed to deliver insights and innovation that leads to new treatments and better patient outcomes.
How-tos
Accelerating research, improving outcomes
By tackling massive datasets, accelerating drug discovery, powering advanced research, and fostering collaboration, HPC is playing a pivotal role in unlocking the next generation of breakthroughs that will push the boundaries of scientific knowledge and shape the future. Learn how Google Cloud's HPC solutions provide the power and scale needed to deliver insights and innovation that leads to new treatments and better patient outcomes.
Financial services
Reduce risk, strengthen compliance
In today's financial world, speed and insight are everything. HPC is key to unlocking both, enabling institutions to process massive datasets, simulate complex scenarios, and make smarter decisions, faster. See how Google Cloud can provide you the power, flexibility, and security financial institutions need to stay competitive.
How-tos
Reduce risk, strengthen compliance
In today's financial world, speed and insight are everything. HPC is key to unlocking both, enabling institutions to process massive datasets, simulate complex scenarios, and make smarter decisions, faster. See how Google Cloud can provide you the power, flexibility, and security financial institutions need to stay competitive.
Why use the Cluster Toolkit?
Easily deploy HPC and AI/ML workloads on Google Cloud
Google's best practices for running HPC workloads
Cluster Toolkit blueprint catalog
Configurable, extensible and open-source
Supports analytics via Cloud Monitoring
Partners & Integration
