Emerging Trends¶
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:
Serverless Computing¶
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 |
Multi-cloud Strategy¶
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 |
Edge Computing¶
| 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 |
Artificial Intelligence Integration¶
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 |
Cloud-Native Security¶
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 |
Quantum Computing¶
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 |
Generative AI & Large Language Models¶
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 |
Platform Engineering & Developer Experience¶
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 |
Sustainable Cloud Computing¶
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 |
WebAssembly (WASM) in Cloud¶
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 |
Cloud-Native Databases¶
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 |
Have any suggestions, additions, best-practices or references? Please contribute to help others learn!