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Hystrix vs Kubernetes: What are the differences?
Introduction
Hystrix and Kubernetes are two popular technologies used in the field of software development and deployment. While both serve different purposes, they share some similarities but also have some key differences.
Scalability and Fault Tolerance: Hystrix is a library that provides fault tolerance and latency tolerance for distributed systems. It helps in preventing cascading failures and provides fallback options when errors occur. On the other hand, Kubernetes is an open-source container orchestration platform that enables the management and scaling of containerized applications. It automates the deployment, scaling, and management of containers across multiple hosts, making it easy to achieve fault tolerance and scalability.
Application Level vs Infrastructure Level: Hystrix operates at the application level, providing fault tolerance and resilience features to individual applications. It helps in handling failures and recovering from them gracefully within the application. Kubernetes, on the other hand, operates at the infrastructure level, managing the deployment and scaling of containerized applications across a cluster of machines. It provides a higher-level abstraction for managing and orchestrating applications, making it easier to automate various tasks.
Granularity of Control: Hystrix offers a fine-grained control over the behavior of individual service calls within an application. It allows developers to define various parameters like timeouts, circuit-breaker thresholds, and concurrency limits at a per-service-call level. Kubernetes, on the other hand, works at a higher level of abstraction and provides control over the entire application or microservice. It allows developers to define scaling rules, resource limits, and deployment strategies for the entire application or set of services.
Monitoring and Metrics: Hystrix provides detailed monitoring and metrics for the individual service calls and helps in analyzing the performance and behavior of the services. It offers insights into various aspects like request volumes, error rates, circuit breaker state, and latency distributions. Kubernetes, on the other hand, provides monitoring and metrics at the infrastructure level. It offers insights into resource utilization, application metrics, and health status of the containers and nodes.
Flexibility and Portability: Hystrix is a library that can be used in various programming languages and frameworks. It can be integrated with existing applications without major changes to the codebase. Kubernetes, on the other hand, is a platform that can be used with any container runtime and supports multiple programming languages. It provides a flexible and portable environment for deploying and managing applications.
Scope of Management: Hystrix is focused on the management of resilience and fault tolerance within an individual application or service. It provides features like circuit breakers, fallbacks, and timeouts for making the application more resilient to failures. Kubernetes, on the other hand, is a platform that manages the entire lifecycle of applications. It handles tasks like deployment, scaling, rolling updates, and self-healing of applications.
In summary, Hystrix and Kubernetes are different in terms of their focus, scope, and level of abstraction. Hystrix provides application-level fault tolerance and resilience features, while Kubernetes offers infrastructure-level container orchestration and management capabilities.
Our whole DevOps stack consists of the following tools:
- GitHub (incl. GitHub Pages/Markdown for Documentation, GettingStarted and HowTo's) for collaborative review and code management tool
- Respectively Git as revision control system
- SourceTree as Git GUI
- Visual Studio Code as IDE
- CircleCI for continuous integration (automatize development process)
- Prettier / TSLint / ESLint as code linter
- SonarQube as quality gate
- Docker as container management (incl. Docker Compose for multi-container application management)
- VirtualBox for operating system simulation tests
- Kubernetes as cluster management for docker containers
- Heroku for deploying in test environments
- nginx as web server (preferably used as facade server in production environment)
- SSLMate (using OpenSSL) for certificate management
- Amazon EC2 (incl. Amazon S3) for deploying in stage (production-like) and production environments
- PostgreSQL as preferred database system
- Redis as preferred in-memory database/store (great for caching)
The main reason we have chosen Kubernetes over Docker Swarm is related to the following artifacts:
- Key features: Easy and flexible installation, Clear dashboard, Great scaling operations, Monitoring is an integral part, Great load balancing concepts, Monitors the condition and ensures compensation in the event of failure.
- Applications: An application can be deployed using a combination of pods, deployments, and services (or micro-services).
- Functionality: Kubernetes as a complex installation and setup process, but it not as limited as Docker Swarm.
- Monitoring: It supports multiple versions of logging and monitoring when the services are deployed within the cluster (Elasticsearch/Kibana (ELK), Heapster/Grafana, Sysdig cloud integration).
- Scalability: All-in-one framework for distributed systems.
- Other Benefits: Kubernetes is backed by the Cloud Native Computing Foundation (CNCF), huge community among container orchestration tools, it is an open source and modular tool that works with any OS.
Pros of Hystrix
- Cirkit breaker2
Pros of Kubernetes
- Leading docker container management solution164
- Simple and powerful128
- Open source106
- Backed by google76
- The right abstractions58
- Scale services25
- Replication controller20
- Permission managment11
- Supports autoscaling9
- Cheap8
- Simple8
- Self-healing6
- No cloud platform lock-in5
- Promotes modern/good infrascture practice5
- Open, powerful, stable5
- Reliable5
- Scalable4
- Quick cloud setup4
- Cloud Agnostic3
- Captain of Container Ship3
- A self healing environment with rich metadata3
- Runs on azure3
- Backed by Red Hat3
- Custom and extensibility3
- Sfg2
- Gke2
- Everything of CaaS2
- Golang2
- Easy setup2
- Expandable2
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Cons of Hystrix
Cons of Kubernetes
- Steep learning curve16
- Poor workflow for development15
- Orchestrates only infrastructure8
- High resource requirements for on-prem clusters4
- Too heavy for simple systems2
- Additional vendor lock-in (Docker)1
- More moving parts to secure1
- Additional Technology Overhead1