Podcast
Questions and Answers
What is one of the primary learning objectives of the lecture?
What is one of the primary learning objectives of the lecture?
- To explore machine learning algorithms
- To understand the principles of OS-level virtualization and containers (correct)
- To analyze financial models of cloud computing
- To create a personal cloud server
Which technology is primarily addressed for building and deploying containers?
Which technology is primarily addressed for building and deploying containers?
- OpenStack
- Docker (correct)
- VirtualBox
- Kubernetes
What will students receive for participating in the individual work?
What will students receive for participating in the individual work?
- A guaranteed passing grade
- Extra credit points
- A designated mentor
- A certificate grade for participation (correct)
In the context of cloud computing, which of the following is NOT mentioned as a topic in the course outline?
In the context of cloud computing, which of the following is NOT mentioned as a topic in the course outline?
What is one of the grading components mentioned for the quiz?
What is one of the grading components mentioned for the quiz?
Which aspect of containers is introduced in the lecture objectives?
Which aspect of containers is introduced in the lecture objectives?
What framework is associated with the composition and management of containers?
What framework is associated with the composition and management of containers?
What is the ultimate goal of the students' reviews in the quiz process?
What is the ultimate goal of the students' reviews in the quiz process?
What is a key advantage of using containers over traditional virtual machines?
What is a key advantage of using containers over traditional virtual machines?
What does the term 'OS-level virtualization' refer to?
What does the term 'OS-level virtualization' refer to?
Which of the following statements about containers is NOT true?
Which of the following statements about containers is NOT true?
What was one of the significant contributions of Rivière to container technology?
What was one of the significant contributions of Rivière to container technology?
In what year was the first release of Rivière's container technology?
In what year was the first release of Rivière's container technology?
What aspect of virtualization do containers lack compared to virtual machines?
What aspect of virtualization do containers lack compared to virtual machines?
Which of the following describes a limitation of using containers?
Which of the following describes a limitation of using containers?
Which feature enhances the efficiency of containers according to their design?
Which feature enhances the efficiency of containers according to their design?
What is the primary purpose of Docker networking?
What is the primary purpose of Docker networking?
Which command creates a new Docker network?
Which command creates a new Docker network?
What tool is NOT mentioned for managing sets of containers?
What tool is NOT mentioned for managing sets of containers?
What does orchestration in container management primarily involve?
What does orchestration in container management primarily involve?
Which of the following correctly describes composition in the context of Docker?
Which of the following correctly describes composition in the context of Docker?
Which tool is specifically mentioned for service discovery?
Which tool is specifically mentioned for service discovery?
What aspect makes managing individual containers complex?
What aspect makes managing individual containers complex?
Which of the following accurately describes Docker Swarm?
Which of the following accurately describes Docker Swarm?
What is the primary purpose of process isolation in Docker containers?
What is the primary purpose of process isolation in Docker containers?
What command is used to run an interactive shell in a Docker container using the Ubuntu image?
What command is used to run an interactive shell in a Docker container using the Ubuntu image?
In Docker, what does resource isolation and grouping via cgroups help to manage?
In Docker, what does resource isolation and grouping via cgroups help to manage?
What is the significance of copy-on-write filesystems in Docker?
What is the significance of copy-on-write filesystems in Docker?
What does the -i option do in the docker run command?
What does the -i option do in the docker run command?
Which of the following accurately describes network isolation in Docker containers?
Which of the following accurately describes network isolation in Docker containers?
What effect does the -t option have when launching a Docker container?
What effect does the -t option have when launching a Docker container?
What is one of the key features of Docker containers concerning file systems?
What is one of the key features of Docker containers concerning file systems?
What is the purpose of a docker-compose YAML file?
What is the purpose of a docker-compose YAML file?
How are ports configured in a docker-compose setup?
How are ports configured in a docker-compose setup?
What command is used to start the containers defined in a docker-compose file?
What command is used to start the containers defined in a docker-compose file?
What information does the 'links' directive in a docker-compose YAML file provide?
What information does the 'links' directive in a docker-compose YAML file provide?
What happens when 'docker-compose up' is executed?
What happens when 'docker-compose up' is executed?
Which command would you use to stop running containers defined in docker-compose?
Which command would you use to stop running containers defined in docker-compose?
When specifying volumes in docker-compose, what does the ':' symbol indicate?
When specifying volumes in docker-compose, what does the ':' symbol indicate?
What is the significance of the prefix added to the output when running 'docker-compose up'?
What is the significance of the prefix added to the output when running 'docker-compose up'?
What is a significant benefit of OS-level virtualization in the context of cloud computing?
What is a significant benefit of OS-level virtualization in the context of cloud computing?
How are containers and Virtual Machines characterized in relation to each other?
How are containers and Virtual Machines characterized in relation to each other?
Which statement correctly describes the current state of container management software?
Which statement correctly describes the current state of container management software?
What trend does the DevOps movement influence in the technology landscape?
What trend does the DevOps movement influence in the technology landscape?
Which companies are mentioned as prominent users of container technology?
Which companies are mentioned as prominent users of container technology?
What is noted about the adoption of container technologies among non-IT companies?
What is noted about the adoption of container technologies among non-IT companies?
What aspect of the container ecosystem is highlighted in the conclusions?
What aspect of the container ecosystem is highlighted in the conclusions?
In what way is container management described in comparison to Virtual Machines?
In what way is container management described in comparison to Virtual Machines?
Flashcards
OS-level Virtualization
OS-level Virtualization
OS-level virtualization is a technique that allows multiple operating system instances to run concurrently on a single physical machine. Each instance is isolated from the others, but shares the underlying hardware resources.
Containers
Containers
Containers are a lightweight form of virtualization that allows applications to run in isolated environments within a shared operating system kernel. They package up an application with its dependencies, ensuring portability and consistency across different environments.
Docker
Docker
Docker is a popular open-source platform for building, deploying, and managing containers. It provides a powerful set of tools and a framework for creating, running, and distributing containerized applications.
Container Composition
Container Composition
Signup and view all the flashcards
Container Discovery
Container Discovery
Signup and view all the flashcards
Container Orchestration
Container Orchestration
Signup and view all the flashcards
Container Management Frameworks
Container Management Frameworks
Signup and view all the flashcards
DevOps
DevOps
Signup and view all the flashcards
What is Docker networking?
What is Docker networking?
Signup and view all the flashcards
How does Docker abstract networking between containers?
How does Docker abstract networking between containers?
Signup and view all the flashcards
Where is inter-container networking configured in Docker?
Where is inter-container networking configured in Docker?
Signup and view all the flashcards
What commands are used to create and connect Docker networks?
What commands are used to create and connect Docker networks?
Signup and view all the flashcards
How do higher-level tools like Compose, Swarm, and Kubernetes use Docker networking?
How do higher-level tools like Compose, Swarm, and Kubernetes use Docker networking?
Signup and view all the flashcards
What is container orchestration?
What is container orchestration?
Signup and view all the flashcards
What is container composition?
What is container composition?
Signup and view all the flashcards
What tools help with container orchestration and service discovery?
What tools help with container orchestration and service discovery?
Signup and view all the flashcards
Machine-level virtualization
Machine-level virtualization
Signup and view all the flashcards
Portability
Portability
Signup and view all the flashcards
Isolation
Isolation
Signup and view all the flashcards
Container Security
Container Security
Signup and view all the flashcards
Docker Container
Docker Container
Signup and view all the flashcards
File System Isolation
File System Isolation
Signup and view all the flashcards
Process Isolation
Process Isolation
Signup and view all the flashcards
Network Isolation
Network Isolation
Signup and view all the flashcards
Copy-on-Write Filesystems
Copy-on-Write Filesystems
Signup and view all the flashcards
Resource Isolation and Grouping
Resource Isolation and Grouping
Signup and view all the flashcards
Logging
Logging
Signup and view all the flashcards
Interactive Shell Capabilities
Interactive Shell Capabilities
Signup and view all the flashcards
Docker Compose
Docker Compose
Signup and view all the flashcards
docker-compose.yml
docker-compose.yml
Signup and view all the flashcards
Docker Compose Service
Docker Compose Service
Signup and view all the flashcards
Docker Compose Linking
Docker Compose Linking
Signup and view all the flashcards
Docker Compose Links
Docker Compose Links
Signup and view all the flashcards
docker-compose up
docker-compose up
Signup and view all the flashcards
docker-compose ps
docker-compose ps
Signup and view all the flashcards
Docker Compose Equivalents
Docker Compose Equivalents
Signup and view all the flashcards
Study Notes
Cloud Computing - OS-level virtualization and containers
-
Course: LINFO2145
-
Lecturer: Pr. Etienne Rivière
-
Topic: OS-level virtualization and containers
-
Objectives:
- Understand the history and principles of OS-level virtualization and containers.
- Detail how to build and deploy containers using Docker.
- Introduce composition, networking and container management frameworks for Cloud environments.
-
Outline:
- Introduction
- History of OS-level virtualization
- Linux containers
- Containers vs. Virtual Machines
- Docker containers and usage examples
- Containers composition, discovery, orchestration and management
- A few words on DevOps
-
Announcement:
- First quiz on lectures 1 and 2 available on Moodle after the lecture.
- One week to provide answers (before lecture +1 on Wednesday @10:45).
- One week to review answers (before lecture +2 on Wednesday @10:45).
- Grading guidelines provided.
- Only students submitting answers will be invited to grade.
- Indicative grade of 0-60 points +20 (fixed) for each review.
- Certificate granted for participation with sufficient effort in responses/reviews.
-
A Thousand-Mile Perspective:
- Independent management of containerized applications.
- Decouple OS and application deployment and management.
- Shift from machine-oriented to application-oriented datacenters.
- Container management systems (Swarm, Kubernetes).
- Similar role to OpenStack but for containers, with additional support for service-oriented architectures.
-
Containers: a definition
- A single OS, single kernel, single device drivers and single file system.
- Support for multiple user-space instances over a single kernel-space instance.
- Enabling mechanism: Isolation
- No visibility or access across user-space instances, no sharing of process identifiers, file handlers, shared memory, or file system (unless explicit), or I/O devices or networking.
- Processes in one user-space instance believe they have an exclusive operating system.
- Enabling policy: resource management (e.g., memory, network, disk quotas).
-
Containers: some history
- Relies on UNIX/Linux kernel features (added before cloud computing).
- Added for isolation of processes in debugging, testing, and safety.
- Windows are adapting similar mechanisms more recently due to their use in cloud computing environments.
- Key milestones: UNIX chroot, FreeBSD jails, Linux cgroups, namespaces.
-
chroot
- UNIX kernel system call since the late 1970s.
- Chroot wrapper program for filesystems isolation.
- Changes apparent root directory for running processes and children.
- Used for testing (unit, dependency, regression, compatibility).
- Example: build farms for Ubuntu/Debian.
- No security isolation.
-
FreeBSD jails
- First example of securely isolated containers.
- Similar to chroot but with root privilege isolation.
- Splits FreeBSD OS into independent mini-systems called jails.
- Undistinguishable from root environment.
- Support for nested virtualization.
- One application: honeypot for intruders.
-
Namespaces and control groups (cgroups)
- Namespaces: Grouping system resources (mount control points, process and user identifiers, network interfaces, inter-process communication, etc.).
- Dynamically creates or joins namespace instances, allowing separation at resource type level.
- Cgroups: Resource accounting and limitation between processes (memory usage, file system cache, prioritization).
-
Linux containers
- Generic name for containers based on namespaces and cgroups.
- Active open-source projects: OpenVZ (2005), LXC (2008), Linux-VServer (2013), Open Container Initiative runC (2013), Rocket by CoreOS (2014).
- Generally complex to use, configure, and automate.
-
Docker
- Wraps up complete applications inside containers, supporting runC and other container technologies.
- File system containing everything needed (runtime, system tools, system libraries).
- Solves the portability problem of earlier container implementations assuming the same OS distribution.
- Open-sourced by dotCloud PaaS (2013), 1.0 release in June 2014.
- Huge success and interest.
- Full functional toolset for creating and managing portable containers.
- Docker containers: features (process, network, resource isolation, file system, copy-on-write).
- Running a first container (commands).
-
Docker Hub
- Registry for storing Docker images.
- Public Docker Hub operated by Docker,Inc.
- Possible to add your own (company) registry .
- Top-level repositories (e.g., docker pull ubuntu:latest).
- User repositories (e.g., docker pull username/ubuntu:latest).
- Searching for images (e.g., docker search puppet).
-
Creating images
- Typically built from existing base images(e.g., ubuntu:latest).
- Requires Dockerfile and docker build.
- Publishing to Docker Hub is possible with a free account.
-
Creating a simple web server
- Steps to create a web server image.
- Using Dockerfile and commands.
- Exposing a port for access.
-
Docker commands (e.g., build, run, ps, stop, attach, inspect).
-
Daemonized containers (containers running in the background, with no interactive shell).
-
Docker networking
- Connecting containers (e.g., web app and database).
- Abstracts host networking (e.g., db, logs).
- Configuration done outside of the containers.
-
Composing and orchestrating containers
- Managing individual containers by hand is complex.
- Composition (grouping containers).
- Tools: docker-compose, Consul, Docker Swarm, Kubernetes.
-
Docker-compose
- Describes a set of containers and their properties in a YAML file.
- Lists containers, commands, ports or volumes as needed.
- How containers are linked.
-
Consul
- Distributed application with many services requiring discovery.
- Containers register their services with Consul (service name and contact information).
- Consul monitors service liveness (availability).
- Catalog of available services, accessible via DNS-like and HTTP-based REST APIs.
-
Docker Swarm
- Manages multiple Docker hosts as a single virtual host.
- Exposes the regular Docker API across a cluster of hosts.
- Integrated with the regular Docker client and worker nodes.
-
Docker and the DevOps Movement
- Traditional separation of roles (dev and ops).
- Agile development, release.
- Need for consistency of deployments and stability.
- DevOps bridges the gap by integrating release/test/deployment processes.
- Treats configuration as code and manage VMs and applications.
- Well-suited for micro-services approach.
-
Kubernetes
- Google used Linux containers.
- Large number of hosts, needs for advanced features.
- Dynamic configs, service discovery, auto-scaling, and quota management.
- Three generations of systems: Borg, Omega, and Kubernetes.
- Open source (since 2014).
- Tightly integrated with Docker; now also used by companies such as Core OS, Red Hat.
-
Conclusions
- OS-level virtualization gained interest for large-scale resource management in the cloud.
- Companies built software for simpler, easier automation of container use.
- Containers and VMs are complementary, not opposing technologies.
- Container ecosystem continues evolving quickly as a commercially well settled alternative to VMs.
- Used by tech companies, including Google, and DevOps movement.
Studying That Suits You
Use AI to generate personalized quizzes and flashcards to suit your learning preferences.