Search Results for "saas"

kcp can be a building block for SaaS service providers who need a massively multi-tenant platform to offer services to a large number of fully isolated tenants using Kubernetes-native APIs. The goal is to be useful to cloud providers as well as enterprise IT departments offering APIs within their company. kcp takes full advantage of Kubernetes API conventions, the glue that binds the cloud-native technology ecosystem together and imbues Kubernetes popular end-user experience, but kcp has unbound it from Kubernetes workload orchestration and clusters. kcp implements fully-isolated workspaces, each acting as its own Kubernetes-like cluster, with its own URL, its own set of APIs (e.g. different CRDs), its own RBAC, but as cheap and quick as a namespace.

Robusta KRR (Kubernetes Resource Recommender) is a CLI tool for optimizing resource allocation in Kubernetes clusters. It gathers pod usage data from Prometheus and recommends requests and limits for CPU and memory. This reduces costs and improves performance.

Run ML/AI or any type of workload with optimal performance and infrastructure cost. OptScale allows ML teams to multiply the number of ML/AI experiments running in parallel while efficiently managing and minimizing costs associated with cloud and infrastructure resources. OptScale MLOps capabilities include ML model leaderboards, performance bottleneck identification and optimization, bulk run of ML/AI experiments, experiment tracking, and more. The solution enables ML/AI engineers to run...