6 days ago - Amazon EC2 Spot Instances let you ... fault-tolerant, or flexible applications such as big data, containerized workloads, CI/CD, web servers, high-performance computing (HPC), and test & development workloads....

May 2, 2024 - Distributed databases that support interruption: Distributed databases that have the ability to retain data even after instance reboots can be backed by Spot Instances without any problems. Examples include Mongo, Elasticsearch, and Cassandra, all of which are reasonably adept at picking up where they left off after an interruption. For a detailed overview of the use cases of AWS Spot Instances, refer to When to Use Spot Instances.

May 25, 2023 - One of the most common use cases for Spot Instances is batch processing tasks. For example, suppose that you want to automate content rendering workloads and reduce the need for human intervention.

A Spot Instance is an instance that uses spare EC2 capacity that is available for less than the On-Demand price. Because Spot Instances enable you to request unused EC2 instances at steep discounts, you can lower your Amazon EC2 costs significantly. The hourly price for a Spot Instance is called ...

September 3, 2021 - However, the use cases for each product differ. For instance, Spot Instances are ideal for ad-hoc high-intensity compute workloads that are fault-tolerant and flexible in nature and development and test environments.

November 14, 2025 - Watch this video to learn a few simple rules to follow when launching Spot Instances to maximize compute cost savings. Learn more. Learn how to minimize the impact of interruptions here. You can use Spot Instances for various fault-tolerant and flexible applications. Explore common use cases below.

May 22, 2025 - Spot instances are suitable for workloads that can be interrupted and restarted without major disruption. This includes batch processing jobs, data analysis, CI/CD workloads, web servers, and any other applications that can withstand occasional ...

If you require sustained CPU, you ... for T2 Spot Instances, or use an instance type with dedicated CPU. You can run a Spot Instance on single-tenant hardware. Dedicated Spot Instances are physically isolated from instances that belong to other AWS accounts....

We recommend that you consider the following solutions for your applicable workloads: Amazon EMR, Amazon Elastic Container Service, AWS Batch, Amazon Elastic Kubernetes Service, Amazon SageMaker AI, AWS Elastic Beanstalk, and Amazon GameLift Servers. To learn more about Spot best practices with these services, see the Amazon EC2 Spot Instances Workshops Website ... Use the following table to determine which API to use when requesting Spot Instances.

As the demand for compute resources increases, spot instance costs also increase. As demand wanes, the cost of a spot resource decreases. Those who wish to use spot resources simply tell AWS how much they are willing to pay per hour for those resources. Spot instances will continue to run until the cost of the resource meets or exceeds the agreed-upon price.

16 hours ago - What makes this journey remarkable isn't just the evolution of scale—it's how Pinterest has reimagined what social media can be, proving that generative AI can be used responsibly to drive positive user experiences alongside massive growth and profitability. ... Phagos has a remarkable mission: to end bacterial disease. Today, Phagos is turning that vision into reality by harnessing bacteriophages, nature's bacteria-killing viruses, to cure infectious disease. Bacteriophages, or phages, are the natural regulators of bacteria. In an era of rising antibiotic resistance, there is an urgent need for this new antibacterial solution. AWS technologies allow Phagos to decode massive genomic datasets to develop these customized treatments in just two months, compared to the 10+ years that traditional antibiotic development requires.

July 9, 2024 - Amazon Web Services (AWS) offers Spot Instances to access unused EC2 capacity. You can utilize this capacity at a steeply discounted rate. Amazon will enable them to help EC2 users cut cloud computing costs by using idle EC2 capacity instead ...

On the other hand, On-Demand Instances ... economical and, therefore, are recommended for flexible or stateless workloads that are also fault-tolerant and tolerable of being interrupted....

Spot Instances are not suitable for workloads that are inflexible, stateful, fault-intolerant, or tightly coupled between instance nodes. Spot Instances are also not recommended for workloads that are intolerant of occasional periods when the target capacity is not completely available.

September 24, 2023 - 4. Diverse Use Cases: Spot Instances are suitable for a wide range of use cases, including batch processing, data analysis, rendering, and testing environments. 5. Automated Interruption Handling: AWS provides tools and APIs to help manage ...

September 16, 2023 - Data processing jobs like Spark, Hadoop, and EMR clusters are excellent use cases for Spot instances due to the parallel nature of these workloads. Big data jobs require scaling up a large number of nodes to process huge volumes of data.

May 15, 2023 - Spot Instances can be used for various stateless, fault-tolerant, or flexible applications such as big data, containerized workloads, CI/CD, web servers, high-performance computing (HPC), and AI/ML workloads.

December 13, 2022 - The general perception of Amazon spot instances is that they are ideal for web services, containerized applications or other stateless, fault-tolerant workloads. However, in reality, they can also be used for a much broader set of use cases, ...

July 16, 2025 - AWS Pricing Calculator does not include any taxes and the prices for AWS services vary between Regions. Step 4 Examine the compute usage and identify suitable services and workloads. Services like EKS, OpenSearch, CloudWatch, Kinesis, and Firehose suggest stateless/fault-tolerant/bath-oriented workloads suitable for Spot Instances.