3 dépôts
Tools for balancing performance and cost by combining different instance types and purchase models.
Distinguishing note: Candidates are unrelated (privacy, in-app purchases, or code-level references); this is about cloud infrastructure cost optimization.
Explore 3 awesome GitHub repositories matching devops & infrastructure · Instance Purchasing Optimization. Refine with filters or upvote what's useful.
The AWS Cloud Development Kit is an infrastructure-as-code framework that enables developers to define and provision cloud resources using familiar programming languages. By utilizing construct-based synthesis, it translates high-level, object-oriented code into declarative templates, allowing for the automated management of complex cloud environments through a centralized, code-driven control plane. The framework distinguishes itself through its ability to model infrastructure as a dependency-aware resource graph, ensuring that components are provisioned and updated in the correct order. It
Combines multiple instance types and purchase models like Spot and On-Demand to balance performance requirements with cost efficiency.
SkyPilot is a multi-cloud AI orchestrator and distributed task scheduler designed to launch and manage AI workloads across various cloud providers, Kubernetes, and Slurm clusters. It functions as an infrastructure-as-code framework that uses declarative files to define resource requirements and setup commands for consistent execution across different environments. The project differentiates itself through automated cost optimization, selecting the most affordable GPU or TPU hardware and managing spot instances to reduce expenses. It also provides a remote development environment that bridges
Reduces training expenses by utilizing managed spot instances and selecting the most affordable available hardware.
Boto3 is the AWS SDK for Python, providing a programmatic interface for managing and automating AWS cloud infrastructure and services. It serves as a cloud management API client and resource manager for provisioning, configuring, and scaling virtual servers, databases, and storage. The library enables the implementation of infrastructure-as-code through declarative templates and scripts, allowing for the deployment of identical resource stacks across multiple accounts and geographic regions. It also provides a framework for coordinating distributed workflows, serverless functions, and contain
Balances performance and cost by mixing Spot and On-Demand instance types within a single resource group.