A curated list of concepts, cloud platforms, tools, practices and resources to learn,
improve cloud computing knowledge.
- Learning Resources
- Platforms
- Tools and Software
- Best Practices
- Security
- Community and Conferences
- Emerging Trends
- Contributing
Collections of learning resources such as basic concepts of cloud computing, books, tutorials, and certifications.
| Source | Description | Link |
|---|---|---|
| Amazon Web Service | Basic definition, benefits and types of cloud computing from AWS (Amazon Web Service). | What is cloud computing? |
| Google Cloud Platform | Basic definition, types, deployment models and use case from GCP (Google Cloud Platform). | What is cloud computing? |
| Linux Foundation | Perspectives In Cloud Computing. | Perspectives In Cloud Computing |
| National Institute of Standards and Technology | Basic definition and models of cloud computing from NIST (National Institute of Standards and Technology). | The NIST Definition of Cloud Computing |
| Name | Description | Author |
|---|---|---|
| Cloud Native Patterns: Designing Change-tolerant Software | Cloud Native Patternsis your guide to developing strong applications that thrive in the dynamic, distributed, virtual world of the cloud. This book presents a mental model for cloud-native applications, along with the patterns, practices, and tooling that set them apart. | Cornelia Davis |
| The Cloud at Your Service: The When, How, and Why of Enterprise Cloud Computing | Cloud Computing is here to stay. As an economically viable way for businesses of all sizes to distribute computing, this technology shows tremendous promise. But the intense hype surrounding the Cloud is making it next to impossible for responsible IT managers and businessdecision-makers to get a clear understanding of what the Cloud really means, what it might do for them, when it is practical, and what their future with the Cloud looks like. | Jothy Rosenberg and Arthur Mateos |
| Name | Description | Link |
|---|---|---|
| Getting Started with AWS. | Learn the fundamentals and start building on Amazon Web Services | Getting Started with AWS |
| Hands-on Tutorials | Get started with step-by-step tutorials to launch your first application. | Hands-on Tutorials |
| Name | Description | Link |
|---|---|---|
| Get started with Azure. | Get started with the Azure Quickstart Center. | Azure Portal Quickstart Center |
| Getting started with Azure App Service. | Azure App Service enables you to build and host web apps, mobile back ends, and RESTful APIs in the programming language of your choice without managing infrastructure. | Azure App Service |
| Name | Description | Link |
|---|---|---|
| Getting Started With Cloud Computing Series. | This curriculum introduces open-source cloud computing to a general audience along with the skills necessary to deploy applications and websites securely to the cloud. | Getting Started With Cloud Computing |
| DigitalOcean Community Tutorials | Tutorial Series page on DigitalOcean’s community platform. It features a collection of in-depth, multi-part guides covering various topics related to cloud computing, software development, system administration, DevOps, and other tech-related fields. Each series is designed to help users build practical skills step by step. | Digital Ocean Tutorial Series |
| Name | Description | Link |
|---|---|---|
| Google Cloud quickstarts and tutorials. | Tutorials section of Google Cloud's documentation. It provides a wide range of step-by-step guides and tutorials covering different Google Cloud services and solutions, such as machine learning, data analytics, cloud infrastructure, Kubernetes, and serverless computing. | Google Cloud quickstarts and tutorials |
| Get started with Google Cloud | Get hands-on experience with free usage of 20+ products, including popular products like AI APIs, Compute Engine, BigQuery, and more. | Get started with Google Cloud |
| Name | Description | Link |
|---|---|---|
| AWS Educate | AWS Educate is a free global program by Amazon that provides students and educators with resources, training, and tools to learn and build skills in cloud computing. | AWS Educate |
| Google Cloud Skills Boost | Google Cloud Skills Boost is a learning platform offering hands-on labs, courses, and certifications to help individuals build expertise in Google Cloud technologies. | Google Cloud Skills Boost |
| Name | Description | Link |
|---|---|---|
| AWS Certifications | AWS Certifications validate expertise in Amazon Web Services, offering globally recognized credentials across various roles like cloud practitioner, architect, developer, and operations. | AWS Certifications |
| Google Cloud Certification | Google Cloud Certification validates expertise in Google Cloud technologies, offering globally recognized credentials for roles like cloud engineer, architect, data engineer, and more. | GCP Certification |
| CompTIA Cloud+ | CompTIA Cloud+ is a vendor-neutral certification that validates the skills needed to deploy, secure, and optimize cloud infrastructure services in multi-cloud environments. | CompTIA Cloud+ |
List of public, private or hybrid cloud computing platforms. Open source or enterprise platforms.
| Platform | Description | Official Website |
|---|---|---|
| AWS (Amazon Web Services) | A comprehensive and widely adopted cloud platform offering over 200 fully featured services, including computing, storage, databases, machine learning, and analytics. | aws.amazon.com |
| Azure (Microsoft Azure) | Microsoft’s cloud computing platform providing a wide range of integrated services including hybrid cloud solutions, DevOps tools, and enterprise-grade security and compliance. | azure.microsoft.com |
| GCP (Google Cloud Platform) | A suite of cloud computing services from Google that includes computing, data storage, data analytics, and machine learning, known for deep AI/ML integration and Kubernetes leadership. | cloud.google.com |
| DigitalOcean | A developer-friendly cloud platform known for simplicity, predictable pricing, and tools optimized for deploying and scaling web applications and services. | digitalocean.com |
| Vultr | Cloud computing platform offering SSD-powered virtual machines, bare metal servers, and a variety of global locations, focusing on ease of use and flexible performance options. | vultr.com |
| OpenStack | An open-source cloud computing platform that provides Infrastructure-as-a-Service (IaaS), enabling organizations to control large pools of compute, storage, and networking resources in private clouds. | openstack.org |
| OCI (Oracle Cloud Infrastructure) | Oracle’s cloud platform delivering high-performance computing, autonomous services, and strong support for enterprise workloads, databases, and hybrid architectures. | oracle.com/cloud |
| IBM Cloud | Cloud computing platform from IBM that supports both virtual and bare metal servers, offering integrated services in AI, blockchain, and data analytics. | ibm.com/cloud |
| Linode | A cloud hosting provider offering affordable Linux virtual machines with a focus on simplicity, performance, and developer-centric tools. | linode.com |
| Hetzner Cloud | A German-based cloud provider offering cost-effective virtual machines, storage, and networking solutions with data centers in Europe. | hetzner.com/cloud |
Collections of tools or software to manage cloud infrastructure.
IaC is the process of managing and provisioning infrastructure through machine-readable configuration files, rather than physical hardware or interactive configuration tools. It helps achieve consistency, scalability, and automation in cloud environments.
| Name | Description | Official Documentation |
|---|---|---|
| Ansible | An open-source automation tool for configuration management and application deployment, widely used for IaC. | Ansible Community Documentation |
| AWS CDK | Is an open-source software development framework for defining cloud infrastructure in code and provisioning it through AWS CloudFormation. | AWS Cloud Development Kit |
| Chef | An open source systems management and cloud infrastructure. automation platform | Chef Documentation |
| Pulumi | Is an infrastructure-as-code platform for full-stack developers and cloud engineers who are interested in using a general-purpose programming language for their cloud resources. | Pulumi Docs |
| Terraform | IAC tool to provision and manage resources in any cloud or data center. | Terraform Documentation |
| OpenTofu | A community-driven open source fork of Terraform, fully compatible with existing Terraform configurations and providers. | OpenTofu Documentation |
Tools and platforms for managing resources across multiple cloud providers, enabling unified operations and governance.
| Name | Description | Official Documentation |
|---|---|---|
| Terraform Cloud | HashiCorp's managed service for Terraform with collaboration features, policy enforcement, and remote state management. | Terraform Cloud |
| Pulumi Cloud | Managed service for Pulumi with team collaboration, policy as code, and advanced deployment features. | Pulumi Cloud |
| Crossplane | Open source Kubernetes add-on that enables platform teams to assemble infrastructure from multiple vendors. | Crossplane |
| Scalr | Enterprise-grade Infrastructure as Code management platform with policy enforcement and cost controls. | Scalr |
| env0 | GitOps-driven Infrastructure as Code automation platform for Terraform, Terragrunt, and other IaC tools. | env0 |
Is a technology that enables the packaging of applications and their dependencies into isolated containers, facilitating consistent deployment across different environments.
| Name | Description | Link |
|---|---|---|
| Docker | Is a software platform that allows you to build, test, and deploy applications quickly using containers. | Docker |
| Podman | A daemonless container engine for managing OCI containers, providing a Docker-compatible CLI. | Podman |
| containerd | An industry-standard core container runtime used by Docker, Kubernetes, and other systems to manage container lifecycle. | containerd |
| Kata Containers | An open-source OpenInfra project combining lightweight virtual machines with container speed, offering stronger isolation than standard containers. | Kata Containers |
| Firecracker | A lightweight microVM-based virtualization technology developed by AWS for running containers and serverless workloads securely and efficiently. | Firecracker |
| Name | Description | Link |
|---|---|---|
| Kubernetes | Is an open source system for automating deployment, scaling, and management of containerized applications. | Kubernetes |
| OpenShift | A Kubernetes-based platform offering enterprise-grade security, monitoring, and tools. | OpenShift |
| Nomad | A simple, flexible workload orchestrator that supports containers and non-containerized applications. | Nomad |
| Docker Swarm | Is an advanced feature for managing a cluster of Docker daemons. | Docker Swarm |
| AWS Fargate | A serverless compute engine for containers that works with Amazon ECS and EKS, eliminating the need to manage servers. | AWS Fargate |
| AWS EKS | A managed Kubernetes service that simplifies running Kubernetes on AWS without the need to install or operate your own control plane. | AWS EKS |
| K3s | A lightweight, certified Kubernetes distribution designed for resource-constrained environments such as IoT, edge, and development clusters. It is fully compliant with upstream Kubernetes. | K3s |
| MicroK8s | A lightweight, zero-ops Kubernetes distribution developed by Canonical (the company behind Ubuntu). Ideal for developers, edge, and CI/CD environments. | MicroK8s |
| Name | Description | Link |
|---|---|---|
| Docker Compose | A tool for defining and running multi-container Docker applications. | Docker Compose |
| Helm | A package manager for Kubernetes to deploy pre-configured applications as charts. | Helm |
| Portainer | A container management software. | Portainer |
| Rancher | A complete software stack for teams deploying containers, particularly Kubernetes clusters. | Rancher |
Frameworks and tools for building, deploying, and managing serverless applications across different cloud providers.
| Name | Description | Link |
|---|---|---|
| Serverless Framework | Build and deploy serverless applications on AWS, Azure, Google Cloud, and more with zero infrastructure management. | Serverless Framework |
| AWS SAM | AWS Serverless Application Model for building serverless applications on AWS with simplified syntax. | AWS SAM |
| Azure Functions Core Tools | Command-line tools for developing and testing Azure Functions locally. | Azure Functions Core Tools |
| Google Cloud Functions Framework | FaaS framework for writing portable Node.js, Python, Go, Java, and .NET functions. | Functions Framework |
| Zappa | Serverless Python web applications on AWS Lambda and API Gateway. | Zappa |
| Chalice | Framework for deploying serverless Python applications on AWS. | Chalice |
Tools and services designed to help migrate applications, data, and workloads from on-premises to cloud or between cloud providers.
| Name | Description | Link |
|---|---|---|
| AWS Migration Hub | Centralized location to track the progress of application migrations across multiple AWS and partner solutions. | AWS Migration Hub |
| Azure Migrate | Unified migration platform to assess, migrate, and optimize on-premises servers, databases, and applications. | Azure Migrate |
| Google Cloud Migration Center | Unified platform for migration assessment, planning, and execution to Google Cloud. | Migration Center |
| CloudEndure | Disaster recovery and live migration solution for physical, virtual, and cloud-based servers. | CloudEndure |
| Carbonite Migrate | Real-time replication solution for migrating physical, virtual, and cloud workloads. | Carbonite Migrate |
| Velostrata | Google Cloud's migration technology for lift-and-shift migrations (now part of Google Cloud Migrate). | Migrate for Compute Engine |
Solutions and tools for backup, disaster recovery, and business continuity in cloud environments.
| Name | Description | Link |
|---|---|---|
| AWS Backup | Centralized backup service to protect AWS services and hybrid workloads. | AWS Backup |
| Azure Site Recovery | Disaster recovery as a service for replicating workloads from primary to secondary location. | Azure Site Recovery |
| Google Cloud Backup and DR | Centralized backup and disaster recovery service for Google Cloud and hybrid environments. | Backup and DR |
| Veeam Backup & Replication | Enterprise backup solution with cloud integration for hybrid environments. | Veeam |
| Commvault | Enterprise data protection platform with cloud backup and disaster recovery capabilities. | Commvault |
| Rubrik | Cloud data management platform for backup, recovery, and data archival. | Rubrik |
Tools and platforms for cloud financial operations, cost optimization, and spend management across cloud providers.
| Name | Description | Link |
|---|---|---|
| AWS Cost Explorer | Native AWS tool for visualizing, understanding, and managing AWS costs and usage. | AWS Cost Explorer |
| Azure Cost Management | Microsoft's native cost management and billing service for Azure resources. | Azure Cost Management |
| Google Cloud Cost Management | Native Google Cloud tools for cost visibility, budgets, and optimization recommendations. | Cloud Cost Management |
| CloudHealth by VMware | Multi-cloud cost management and optimization platform with governance and security features. | CloudHealth |
| Cloudability by Apptio | FinOps platform for cloud cost management, optimization, and financial accountability. | Cloudability |
| ParkMyCloud | Automated cloud cost optimization through scheduling and rightsizing of cloud resources. | ParkMyCloud |
| Spot by NetApp | Cloud cost optimization platform with automated scaling and workload management. | Spot by NetApp |
Platforms and tools for deploying and managing applications at the network edge, closer to end users and data sources.
| Name | Description | Link |
|---|---|---|
| AWS Wavelength | 5G edge computing service that brings AWS services to the edge of telecommunications networks. | AWS Wavelength |
| AWS Local Zones | Infrastructure deployments that place AWS compute, storage, and database services closer to end users. | AWS Local Zones |
| Azure Edge Zones | Microsoft's edge computing solution bringing Azure services closer to users and devices. | Azure Edge Zones |
| Google Distributed Cloud Edge | Google Cloud infrastructure deployed at the edge for low-latency applications. | Distributed Cloud Edge |
| AWS IoT Greengrass | Edge computing service for IoT devices to run AWS Lambda functions locally. | AWS IoT Greengrass |
| Azure IoT Edge | Service that deploys cloud workloads to run on Internet of Things edge devices. | Azure IoT Edge |
| K3s | Lightweight Kubernetes distribution designed for edge computing and resource-constrained environments. | K3s |
| OpenYurt | Kubernetes-based platform for edge computing scenarios with cloud-native approach. | OpenYurt |
Collections of tools or software used to monitor your cloud services.
| Name | Description | Link |
|---|---|---|
| Grafana | Is a multi-platform open source analytics and interactive visualization web application. | Grafana |
| Prometheus | Is an open-source systems monitoring and alerting toolkit. | Prometheus |
| VictoriaMetrics | Is a fast, cost-saving, and scalable solution for monitoring and managing time series data by Nokia. | VictoriaMetrics |
Logging refers to the systematic recording of events and activities in a cloud environment to monitor performance, troubleshoot issues, and enhance security by providing a historical record of system behavior.
| Name | Description | Link |
|---|---|---|
| ELK | Is an acronym that stands for Elasticsearch, Logstash, and Kibana. Together, these three components provide a powerful, integrated solution for managing large volumes of data, offering real-time insights and a comprehensive analytics suite. | ELK |
| Fluentd | Is a cross-platform open-source data collection software project originally developed at Treasure Data. | Fluentd |
Best Practices encompass established guidelines and strategies that help optimize cloud resources, enhance performance, and ensure security and compliance in cloud environments.
Best practices and strategies for optimizing cloud costs and managing cloud spend effectively across different providers.
| Name | Description | Link |
|---|---|---|
| AWS Cost Optimization | Best practices for optimizing your AWS costs using AWS-native tools. | Cost Optimization with AWS |
| Google Cloud Cost Optimization | Tips to optimize your Google Cloud spend. | Well-Architected Framework: Cost optimization pillar |
| OpenStack Cost Optimization | Guide for optimizing OpenStack costs. | 7 Best Practices for Optimizing OpenStack Costs |
Guidelines and tools for building scalable, high-performance cloud applications that can handle varying workloads efficiently.
| Name | Description | Link |
|---|---|---|
| AWS Auto Scaling | Automatically adjusts your Amazon EC2 capacity to maintain performance and control costs. | AWS Auto Scaling |
| Google Cloud Autoscaler | Dynamically resizes virtual machine instances to match demand in Google Cloud. | Google Cloud Autoscaler |
| OpenStack Autoscaling | Theory and implementation guide for auto-scaling in OpenStack environments. | OpenStack Autoscaling |
Implementing measures and practices to protect cloud resources, data, and applications from threats, ensuring compliance with regulations, and safeguarding user privacy.
Tools and services for managing user identities, access permissions, and authentication across cloud environments.
| Name | Description | Link |
|---|---|---|
| AWS IAM | Manage access to AWS services and resources securely with fine-grained permissions. | AWS IAM |
| Azure Entra ID | Microsoft’s unified identity and access solution, formerly known as Azure Active Directory. | Azure Entra ID |
| Google IAM | Provides fine-grained access control and visibility for Google Cloud resources. | Google IAM |
Security services and tools for identifying, monitoring, and responding to potential threats and malicious activities in cloud environments.
| Name | Description | Link |
|---|---|---|
| AWS GuardDuty | Threat detection service that continuously monitors for malicious activity and unauthorized behavior. | AWS GuardDuty |
| Azure Defender | Advanced threat protection for workloads in Azure, now part of Microsoft Defender for Cloud. | Azure Defender |
| Chronicle Security (Google) | Google Cloud’s threat detection and response platform. | Chronicle Security |
Services and tools for securely storing, managing, and accessing sensitive information like API keys, passwords, and certificates in cloud environments.
| Name | Description | Link |
|---|---|---|
| AWS Secrets Manager | Securely stores and manages secrets such as API keys, database credentials, and tokens. | AWS Secrets Manager |
| AWS Systems Manager Parameter Store | Alternative to Secrets Manager, supports secure string parameters. | Parameter Store |
| Azure Key Vault | Securely stores secrets, keys, and certificates for use by cloud apps and services. | Azure Key Vault |
| Google Secret Manager | Securely stores API keys, passwords, certificates, and other sensitive data. | Google Secret Manager |
Tools and frameworks for ensuring regulatory compliance, governance, and policy enforcement across cloud infrastructure and applications.
| Name | Description | Link |
|---|---|---|
| AWS Artifact | Provides access to AWS compliance reports and security/compliance documentation. | AWS Artifact |
| Azure Compliance Manager | Helps manage compliance activities and provides assessments and actionable insights. | Azure Compliance |
| Google Assured Workloads | Supports compliance requirements like FedRAMP, HIPAA, and CJIS in Google Cloud. | Assured Workloads |
Collections of communities or conferences, with focus on cloud computing.
Active communities, user groups, and forums where cloud computing professionals share knowledge, collaborate, and network.
| Name | Description | Link |
|---|---|---|
| AWS Community Builder | Program offers technical resources, education, and networking opportunities to AWS technical enthusiasts and emerging thought leaders who are passionate about sharing knowledge and connecting with the technical community. | AWS Community Builder |
| Google Cloud Community | Meet industry peers, ask questions, collaborate to find answers, and connect with Googlers who are making the products you use every day. | Google Cloud Community |
| DevOps Exchange | Global community that ignites the passion for DevOps. | DevOps Exchange |
| OpenStack Community | The Community Team helps developers and users of OpenStack find information relevant for them. The group is made by staff of the OpenStack Foundation and volunteers around the world. | OpenStack Community |
| CNCF Community | Cloud Native Computing Foundation community fostering collaboration on cloud-native technologies. | CNCF Community |
| HashiCorp User Groups | Local meetups and user groups for HashiCorp tools like Terraform, Vault, and Consul. | HashiCorp User Groups |
| Kubernetes Community | Global community of contributors, users, and advocates for Kubernetes. | Kubernetes Community |
Major industry conferences, summits, and events focused on cloud computing, DevOps, and related technologies.
| Name | Description | Link |
|---|---|---|
| AWS re:Invent | Learning conference hosted by AWS for the global cloud-computing community with keynotes, sessions, and hands-on labs. | AWS re:Invent |
| AWS Community Day | Community-led conferences where event logistics and content is planned, sourced, and delivered by community leaders. They feature technical discussions, workshops, and hands-on labs led by expert AWS users and industry leaders from around the world. | AWS Community Day |
| Google Cloud Next | Google's annual cloud conference featuring product announcements, technical sessions, and networking opportunities. | Google Cloud Next |
| Microsoft Ignite | Annual conference for developers, IT professionals and partners, hosted by Microsoft with latest product announcements and technical sessions. | Microsoft Ignite |
| Microsoft Build | Annual conference for software developers hosted by Microsoft, focusing on software development for Microsoft platforms. | Microsoft Build |
| OpenInfra Summit | Global collaboration of 110,000 people across 187 countries, builds and operates infrastructure powered by open source software like Linux, OpenStack, and Kubernetes. | OpenInfra Summit |
| KubeCon + CloudNativeCon | Premier conferences for developers, end users, and vendors to gather and further the education and advancement of cloud native computing. | KubeCon + CloudNativeCon |
| DockerCon | Annual conference for the Docker community featuring container technology, best practices, and ecosystem updates. | DockerCon |
As cloud computing continues to evolve, new trends are shaping the future of how businesses and organizations leverage cloud technologies. Here are some key trends and technologies to watch:
Cloud computing execution model where applications run in stateless compute containers managed by cloud providers, eliminating server management overhead.
| Name | Description | Link |
|---|---|---|
| AWS Lambda | Run code without provisioning or managing servers, paying only for compute time consumed. | AWS Lambda |
| Azure Functions | Event-driven serverless compute platform that can solve complex orchestration problems. | Azure Functions |
| Google Cloud Functions | Lightweight compute solution for creating single-purpose, stand-alone functions. | Cloud Functions |
| Serverless Computing Overview | Comprehensive guide to serverless computing concepts and benefits. | AWS Serverless |
Approaches and tools for using multiple cloud providers to avoid vendor lock-in, improve resilience, and optimize costs and performance.
| Name | Description | Link |
|---|---|---|
| Multi-cloud Strategy Guide | Best practices for implementing multi-cloud architectures and avoiding vendor lock-in. | Google Cloud Multi-cloud |
| Anthos | Google's hybrid and multi-cloud platform for consistent development and operations. | Google Anthos |
| Azure Arc | Extend Azure services and management to any infrastructure across on-premises, multi-cloud, and edge. | Azure Arc |
| AWS Outposts | Fully managed service that extends AWS infrastructure to virtually any on-premises facility. | AWS Outposts |
| Name | Description | Link |
|---|---|---|
| Edge Computing Overview | Understanding edge computing and its applications in modern architectures. | AWS Edge Computing |
| AWS Wavelength | 5G edge computing service bringing AWS services to telecommunications networks. | AWS Wavelength |
| Azure Edge Zones | Microsoft's edge computing solution for ultra-low latency applications. | Azure Edge Zones |
| Google Distributed Cloud | Google's edge and hybrid cloud solutions for distributed computing needs. | Distributed Cloud |
Cloud services and platforms that integrate AI and machine learning capabilities to enable intelligent applications and automated decision-making.
| Name | Description | Link |
|---|---|---|
| AWS AI Services | Comprehensive suite of AI and machine learning services for developers. | AWS AI Services |
| Azure AI Platform | Microsoft's AI and machine learning platform with pre-built and custom solutions. | Azure AI |
| Google Cloud AI | AI and machine learning products for building intelligent applications. | Google Cloud AI |
| MLOps Platforms | Platforms for managing machine learning operations and model lifecycle. | AWS SageMaker |
Security practices and tools designed specifically for cloud-native applications, emphasizing automation, integration, and shift-left approaches.
| Name | Description | Link |
|---|---|---|
| Shift-Left Security | Integrating security early in the development lifecycle for cloud-native applications. | Shift-Left Security |
| AWS Security Hub | Centralized security findings aggregator for comprehensive security posture management. | AWS Security Hub |
| Open Policy Agent | Policy-as-code framework for cloud-native environments and Kubernetes. | Open Policy Agent |
| Falco | Runtime security monitoring for cloud-native environments and containers. | Falco |
Cloud-based quantum computing services and platforms that provide access to quantum processors for research and experimental applications.
| Name | Description | Link |
|---|---|---|
| AWS Braket | Fully managed quantum computing service for exploring and experimenting with quantum algorithms. | AWS Braket |
| Azure Quantum | Microsoft's cloud quantum computing service with access to diverse quantum hardware. | Azure Quantum |
| Google Quantum AI | Google's quantum computing research and cloud access to quantum processors. | Google Quantum AI |
| IBM Quantum Network | Access to IBM's quantum computers and quantum computing resources. | IBM Quantum |
Cloud services and platforms providing access to generative AI models, large language models, and tools for building AI-powered applications.
| Name | Description | Link |
|---|---|---|
| Amazon Bedrock | Fully managed service for building generative AI applications with foundation models from leading AI companies. | Amazon Bedrock |
| Azure OpenAI Service | Microsoft's cloud service providing access to OpenAI's powerful language models including GPT-4 and ChatGPT. | Azure OpenAI |
| Google Vertex AI | Unified ML platform with generative AI capabilities and access to foundation models like PaLM and Gemini. | Vertex AI |
| Anthropic Claude | AI assistant with constitutional AI training, available through various cloud platforms. | Anthropic Claude |
| Hugging Face Hub | Platform for sharing and deploying machine learning models, including large language models. | Hugging Face |
| LangChain | Framework for developing applications powered by language models with cloud integrations. | LangChain |
Modern approaches to building internal developer platforms that provide self-service capabilities and improve developer productivity through automation and standardization.
| Name | Description | Link |
|---|---|---|
| Backstage | Open platform for building developer portals and improving developer experience. | Backstage |
| GitOps | Operational framework using Git repositories as the single source of truth for declarative infrastructure and applications. | GitOps |
| Internal Developer Platforms | Platforms that provide self-service capabilities for developers to deploy and manage applications. | Platform Engineering |
| Crossplane | Kubernetes add-on that enables platform teams to assemble infrastructure from multiple vendors. | Crossplane |
Tools, practices, and initiatives focused on reducing the environmental impact of cloud computing through energy efficiency and carbon footprint reduction.
| Name | Description | Link |
|---|---|---|
| AWS Sustainability | Tools and services for measuring and reducing carbon footprint in AWS cloud infrastructure. | AWS Sustainability |
| Azure Sustainability | Microsoft's commitment to carbon negative cloud computing and sustainability tools. | Azure Sustainability |
| Google Cloud Carbon Footprint | Tools for tracking and reducing carbon emissions from Google Cloud usage. | Carbon Footprint |
| Green Software Foundation | Industry coalition focused on building a trusted ecosystem of people, standards, tooling and best practices for green software. | Green Software Foundation |
Technologies and platforms for running WebAssembly workloads in cloud environments, offering near-native performance with enhanced security and portability.
| Name | Description | Link |
|---|---|---|
| Wasmtime | Runtime for WebAssembly that can be used in cloud environments for secure, fast execution. | Wasmtime |
| WASI | WebAssembly System Interface for running WASM outside the browser, including cloud environments. | WASI |
| Fermyon Cloud | Cloud platform specifically designed for WebAssembly applications and microservices. | Fermyon |
| Krustlet | Kubernetes kubelet implementation for running WebAssembly workloads. | Krustlet |
Modern database solutions designed specifically for cloud environments, offering features like auto-scaling, serverless operation, and developer-friendly APIs.
| Name | Description | Link |
|---|---|---|
| PlanetScale | Serverless MySQL platform built on Vitess with branching capabilities like Git. | PlanetScale |
| Neon | Serverless PostgreSQL with automatic scaling, branching, and point-in-time recovery. | Neon |
| Supabase | Open source Firebase alternative with PostgreSQL, real-time subscriptions, and edge functions. | Supabase |
| CockroachDB | Distributed SQL database designed for cloud-native applications with global consistency. | CockroachDB |
Your contributions are always welcome! Please take a look at the contribution guidelines first.
This repository is licensed under the MIT License.
You are free to use, copy, modify, and distribute this list, provided that the original license notice is included.