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General purpose web applications, APIs, and microservices
Relational and NoSQL databases requiring high memory
Machine learning model training and data processing
ETL jobs, data transformation, and scheduled tasks
Media transcoding and video processing with GPU acceleration
In-memory caching and session storage
Development environments and CI/CD pipelines
Large-scale data analytics and warehousing
Real-time AI inference and model serving
Scientific computing, simulations, and complex calculations
Enterprise resource planning and in-memory databases
Multiplayer game hosting and real-time gaming
Kubernetes, ECS, and containerized workloads with serverless integration
IoT data processing and edge computing workloads
3D rendering, CAD, animation, and visual effects
Virtual desktop infrastructure and remote workstations
Large language models and generative AI applications
Stream processing and real-time data analytics
Metrics, logs, and traces collection with time-series storage
Event streaming and message brokering for distributed systems
Secure SSH gateway and administrative access point
Cryptocurrency full nodes and blockchain validators
Backup targets, snapshot storage, and DR replication
Security information, event management, and threat detection
Self-hosted Git, artifact registries, and developer platforms
Self-managed load balancers, reverse proxies, and API gateways