Maximize Resource Utilization and Improve Cluster Efficiency
- Optimize your clusters continuously and in real time.
- Reduce cloud costs by eliminating waste and maximizing resource utilization.
- Eliminate the need for manual tuning.
Gain Deep Insight Under
A Single Pane of Glass
Understand and optimize application performance across your cluster. Cut troubleshooting time and maintain SLAs.
Application-Aware Observability
Visualize thousands of application-level metrics in one aggregated view. View a summary across all your applications or drill down one by one.
Side-by-Side Application Comparison
Choose any two applications (or different runs of the same application) to compare their performance characteristics for expedited troubleshooting.
Optimization Recommendations
Minimize inefficiencies and bottlenecks caused by factors such as insufficient parallelism, memory waste, OOM errors, Spark failures, unused GPUs, and read/write skew.
Compare Capacity Optimizer Classic and Capacity Optimizer Next Gen
Which version of Capacity Optimizer is right for you?
Capacity Optimizer Classic with Integrated Observability
Capacity Optimizer Next Gen
Overview
Capacity Optimizer Classic with Integrated Observability
- Continuous, real-time, autonomous optimization of clusters running batch workloads
- Application-level visibility into big data workloads, such as Spark and MapReduce
Capacity Optimizer Next Gen
- Continuous, real-time, and autonomous optimization of clusters running batch workloads or microservices on Amazon EMR or Amazon EKS
- Highly intuitive dashboard displaying actual AWS costs
Target Audience
Capacity Optimizer Classic with Integrated Observability
- DevOps
Capacity Optimizer Next Gen
- FinOps
Cloud/On Premises
Capacity Optimizer Classic with Integrated Observability
- Cloud
- On Premises
Capacity Optimizer Next Gen
- Cloud
Source of Compute Price
Capacity Optimizer Classic with Integrated Observability
- Static
- Entered manually by user
Capacity Optimizer Next Gen
- Dynamic
- Based on AWS Cost Usage Report (CUR)
Platforms / Environments
Capacity Optimizer Classic with Integrated Observability
- Hadoop
- Amazon EMR
- Amazon EKS
- Google Dataproc
- Microsoft AKS
- HPE Ezmeral
- Open source Kubernetes
Capacity Optimizer Next Gen
- Amazon EKS
- Amazon EMR
Encryption
Capacity Optimizer Classic with Integrated Observability
- At rest: Available
- In transit: Over HTTPS
Capacity Optimizer Next Gen
- At rest: Not available
- In transit: Over HTTPS
Feature Overview
Capacity Optimizer Classic with Integrated Observability
Capacity Optimizer Next Gen
Cost Optimization
Capacity Optimizer Classic with Integrated Observability
Capacity Optimizer Next Gen
Waste Visibility
Capacity Optimizer Classic with Integrated Observability
Capacity Optimizer Next Gen
Support for Batch Workloads
Capacity Optimizer Classic with Integrated Observability
Capacity Optimizer Next Gen
Support for Microservices
Capacity Optimizer Classic with Integrated Observability
Capacity Optimizer Next Gen
Optimization Levers in User Interface
Capacity Optimizer Classic with Integrated Observability
Capacity Optimizer Next Gen
Business-Focused Dashboard
Capacity Optimizer Classic with Integrated Observability
Capacity Optimizer Next Gen
Application-Level Observability and Recommendations
Capacity Optimizer Classic with Integrated Observability
Capacity Optimizer Next Gen
