Batch
Fully managed batch service to schedule, queue, and execute batch jobs on Google's infrastructure.
Provisions and autoscales capacity while eliminating the need to manage third-party solutions
Natively integrated with Google Cloud to run, scale, and monitor your workload
Reduce the computing costs of workloads with Spot machines
Start using Batch now with this quickstart guide
Benefits
Focus on business critical tasks
Leverage fully managed and scalable compute infrastructure to shift focus to job submission and extracting business insights from the job's results.
Define your execution model
Run high throughput or tightly coupled computations defined by a script or container.
Enhanced developer experience
Batch simplifies workload development and execution. Batch jobs can be submitted within a few steps. Leverage Cloud Storage, Pub/Sub, Cloud Logging, and Workflows for an end-to-end developer experience.
Key features
Key features
Dynamic resource provisioning and autoscaling
Run any scale batch jobs on cloud compute resources to limit job wait times while executing requests in parallel and scaling resources without manual intervention.
Support for scripts and containerized workloads
Batch provides a consistent experience for Docker containerized workloads or script based workloads that run directly on VMs.
Leverage native services and batch tools
Easily adopt first-party services to control the end-to-end batch workflow from preprocessing to postprocessing.
At Roivant Discovery, we leverage massive computational simulations to drive the discovery of novel drugs across small molecule modalities. Our scientists are required to operate at the cutting edge of quantum physics with speed and agility, at scale. Google Batch's unprecedented simplicity and flexibility will ensure we're always focused on innovation.
Matt Maisak, COO at Roivant Discovery
Documentation
Documentation
Batch quickstart
Defining different types of batch jobs and more.
Storage file systems
Monitor your job
Using the Batch API references
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Use cases
Use cases
Life sciences: genomics & drug discovery pipelines
High throughput processing of reproducible pipelines used for genomic sequencing, drug discovery, and more.
Financial services: quantitative and risk analysis
Perform Monte Carlo simulations and quickly analyze results needed to transact business in the market.
Manufacturing: electronic design automation
Automate verification tests and simulations based on varying inputs to optimize designs.
All features
All features
| Support for containers or scripts | Run your scripts natively on Compute Engine VM instances or bring your containerized workload that will run to completion. |
| Leverage Google Cloud compute | Get the latest software and hardware available as a service to use with Batch. |
| Job priorities and retries | Define priorities for your job and establish automated retry strategies. |
| Pub/Sub notifications for Batch | Configure Pub/Sub with Batch to asynchronously communicate messages to subscribers. |
| Integrated logging and monitoring | Retrieve stderr and stdout logs directly to Cloud Logging. Audit logs help you answer questions about who did what, where, and when. Monitor metrics related to resources used in Cloud Monitoring. |
| Alternate methods to use Batch | Batch APIs can be called directly via gcloud, REST APIs, client libraries, or the Cloud Console. In addition, Batch can be used with an ecosystem of workflow engines. |
| Identity and access management | Control the access of resources and service with IAM permissions and VPC Service Controls. |
Pricing
Pricing
There is no charge for the Batch service. You will only pay for the Google Cloud resources used to execute your batch jobs.
Partners
Innovate with our partners
Ready to take advantage of Batch to run your workloads? These partners can assist you.
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