Introducing basic concepts of Git such as working directory, index, staging area, local and remote repository, commits and branches. Also touches on Version Control Systems in general.
Git is a distributed version control system that allows for easy branching and merging. It offers faster performance than centralized systems like Subversion due to its distributed nature. Key concepts in Git include branching, which is used for interrupted workflows and quick fixes, and merging, which can be done automatically with few conflicts. Tools exist to provide graphical user interfaces for Git.
Git is a version control system that stores snapshots of files rather than tracking changes between file versions. It allows for offline work and nearly all operations are performed locally. Files can exist in three states - committed, modified, or staged. Commits create snapshots of the staged files. Branches act as pointers to commits, with the default branch being master.
This document discusses version control systems and provides information about Git. It begins with an overview of version control and some common systems like CVS, Subversion, Mercurial and Git. It then covers the basics of local and centralized version control systems. The advantages of distributed version control systems like Git are explained. The document outlines some key advantages and disadvantages of Git. Finally, it provides instructions for basic Git operations like initializing a repository, making commits, cloning repositories and typical workflow steps.
This document provides an introduction to using git for version control. It outlines three scenarios: 1) a single developer using a local repository, 2) a team of developers using a central remote repository, and 3) contributing to a software project hosted on GitHub. The document demonstrates how to initialize repositories, add and commit changes, branch, merge, resolve conflicts, push and pull from remote repositories, and set up a shared remote repository. It provides summaries of key git commands and demonstrations of workflows through examples.
Git is a distributed revision control system that is widely used in the software development industry. The presentation was used in a lecture delivered in BITS-Pilani, India. The lecture served as a basic crash course on Git.
First, it sets off with a guide to install and configure git on various platforms.
Then, the basic working concepts of Git are explained.
This is followed by a detailed step-by-step guided demonstration of a sample workflow in Git.
Afterwards, Some auxillary commands that are frequently used are discussed briefly.
Finally, basic concepts of branching and merging are detailed.
The presentation ends with a few possible merge conflicts that occur in Git.
Git is a distributed version control system designed and developed by Linus Torvalds for Linux kernel development. It allows for distributed workflows where developers have full control over their local copy of the codebase. Git uses a three-tree model with the workspace, staging area, and local repository to track changes to files. Common Git commands allow users to initialize repositories, add and commit files, create and switch between branches, merge code from different branches, and collaborate remotely through fetching, pulling and pushing changes.
This document provides an overview of version control and Git. It discusses what version control is, why it is used, and common types including local, centralized, and distributed. It then focuses on Git, covering its history and origins from Linux kernel development. Key Git concepts are explained like data storage, file lifecycles, basic commands like clone, add, commit, branch, merge, and working with remotes. Tips are provided on installation, ignoring files, using with IDEs, and further learning resources.
Git is a distributed version control system that allows for easy branching and merging. It offers faster performance than centralized systems like Subversion due to its distributed nature. Key concepts in Git include branching, which is used for interrupted workflows and quick fixes, and merging, which can be done automatically with few conflicts. Tools exist to provide graphical user interfaces for Git.
Git is a version control system that stores snapshots of files rather than tracking changes between file versions. It allows for offline work and nearly all operations are performed locally. Files can exist in three states - committed, modified, or staged. Commits create snapshots of the staged files. Branches act as pointers to commits, with the default branch being master.
This document discusses version control systems and provides information about Git. It begins with an overview of version control and some common systems like CVS, Subversion, Mercurial and Git. It then covers the basics of local and centralized version control systems. The advantages of distributed version control systems like Git are explained. The document outlines some key advantages and disadvantages of Git. Finally, it provides instructions for basic Git operations like initializing a repository, making commits, cloning repositories and typical workflow steps.
This document provides an introduction to using git for version control. It outlines three scenarios: 1) a single developer using a local repository, 2) a team of developers using a central remote repository, and 3) contributing to a software project hosted on GitHub. The document demonstrates how to initialize repositories, add and commit changes, branch, merge, resolve conflicts, push and pull from remote repositories, and set up a shared remote repository. It provides summaries of key git commands and demonstrations of workflows through examples.
Git is a distributed revision control system that is widely used in the software development industry. The presentation was used in a lecture delivered in BITS-Pilani, India. The lecture served as a basic crash course on Git.
First, it sets off with a guide to install and configure git on various platforms.
Then, the basic working concepts of Git are explained.
This is followed by a detailed step-by-step guided demonstration of a sample workflow in Git.
Afterwards, Some auxillary commands that are frequently used are discussed briefly.
Finally, basic concepts of branching and merging are detailed.
The presentation ends with a few possible merge conflicts that occur in Git.
Git is a distributed version control system designed and developed by Linus Torvalds for Linux kernel development. It allows for distributed workflows where developers have full control over their local copy of the codebase. Git uses a three-tree model with the workspace, staging area, and local repository to track changes to files. Common Git commands allow users to initialize repositories, add and commit files, create and switch between branches, merge code from different branches, and collaborate remotely through fetching, pulling and pushing changes.
This document provides an overview of version control and Git. It discusses what version control is, why it is used, and common types including local, centralized, and distributed. It then focuses on Git, covering its history and origins from Linux kernel development. Key Git concepts are explained like data storage, file lifecycles, basic commands like clone, add, commit, branch, merge, and working with remotes. Tips are provided on installation, ignoring files, using with IDEs, and further learning resources.
This document provides an overview of version control and the key features of Git. It defines version control as the management of changes to files over time. Git is introduced as a free, open source, and distributed version control tool that allows teams to easily share code and track revisions. The document outlines basic Git commands and GUI tools for visualizing repositories, along with benefits such as maintaining deployable code, backing up work, and reverting changes.
This document describes Gitflow, a Git workflow that uses branching for releases and features. It has two main branches - master for production and develop for development. Feature branches branch off develop and merge back into it. Release branches branch off develop, merge into master and develop, and support hotfix branches for production issues. Gitflow provides conventions for branch naming and commands to start, finish, and manage branches to integrate code changes from multiple developers.
This document provides an introduction to Git basics and concepts. It covers version control systems and why distributed version control is useful. It then discusses how Git originated from the Linux kernel project. The document reviews basic Git commands and workflows for setting up a repository, tracking and committing changes. It also covers viewing differences between commits, staging files, and undoing or amending commits. Finally, it discusses sharing repositories remotely including adding remotes, pushing and pulling from remote repositories, and cloning repositories from remote URLs.
This document provides an introduction to Git and GitHub. It discusses key features of Git including being a distributed version control system designed for speed and efficiency. It covers setting up Git locally and on GitHub, including configuring user information, initializing and cloning repositories, and pushing and pulling changes. The document also provides some basic Git commands and points to additional learning resources for beginners.
The everyday developer's guide to version control with GitE Carter
Git is a distributed version control system that allows developers to track changes in source code. It provides tools to commit changes locally, branch code for parallel development, and collaborate remotely by pushing and pulling changes from a shared repository. Common Git commands include init to create a repository, add and commit to save changes locally, checkout to switch branches, pull to retrieve remote changes, and push to upload local changes. Git helps developers work efficiently by enabling features like branching, undoing mistakes, and viewing the revision history.
Git 101 - Crash Course in Version Control using GitGeoff Hoffman
Find out why more and more developers are switching to Git - distributed version control. This intro to Git covers the basics, from cloning to pushing for beginners.
Git is a distributed version control system designed to handle small and large projects with speed and efficiency. It allows for fast branching and merging. Git keeps an archive of all code changes over time, allows comparing changes and reverting to old releases, and provides accountability. The basic Git workflow involves modifying files in the working directory, staging files to add a snapshot to the staging area, and committing files which permanently stores the snapshot. Remote branches allow collaborating on code by fetching and pushing changes between local and remote repositories. Common commands include pull, push, commit, branch, tag, merge, and checkout.
Introduction to Git & GitHub.
Agenda:
- What’s a Version Control System?
- What the heck is Git?
- Some Git commands
- What’s about GitHub?
- Git in Action!
Introduzione a Docker e alla Dockerizzazione.
Filosofia e progettazione Docker
Comandi principali per gesitere immagini, container, volumi e reti
Dockerfile e docker-compose
Valerio Radice @ Nextre (Maggio 2017)
TAG: docker , Dockerfile , docker-compose , italian , nextre
Github is an online hosting service for software development and version control that allows developers to store code and documentation in online repositories. Developers can collaborate on projects by making changes to code and documentation that are tracked by the version control system Git. Git allows developers to revert files or entire projects to previous versions, compare changes over time, experiment safely, and keep a revision history of the project.
Git is a distributed version control system that records changes to files over time. It allows multiple developers to work together and tracks the version history. The document outlines the basic concepts and commands of Git including repositories, commits, branches, merging, cloning, pulling and pushing changes between a local and remote repository. Examples are provided to demonstrate how to initialize a local repository, add and commit changes, switch branches, and push updates to a remote server.
This document summarizes several common Git commands:
- Git merge joins two or more development histories together in either a fast-forward or no fast-forward manner.
- Git log displays commit history and allows formatting and filtering options like oneline, decorate, stats, diffs, shortlog, graph and custom formats.
- Other commands covered include revert, checkout, reset, cherry-pick, rebase and filtering log output by amount, date, author, message, file, content and range.
The document discusses Git and GitHub. It begins with an overview of distributed version control systems (DVCS) like Git and how they differ from centralized version control systems. It then covers the basics of Git, including installing Git, initializing repositories, tracking changes, branching and merging. Finally, it discusses GitHub and how developers can use features like forking, pull requests and wikis to collaborate on projects hosted there. Common Git workflows like Git flow are also introduced.
GitHub is where over 73 million developers shape the future of software, together. Contribute to the open source community, manage your Git repositories
This document provides an introduction to Git and GitHub. It outlines the basics of Git including initializing repositories, tracking changes, branching, merging, and resolving conflicts. It also covers GitHub concepts such as cloning repositories from GitHub to a local machine and pushing/pulling changes between local and remote repositories. The document explains how to collaborate on projects hosted on GitHub using Git.
The document discusses version control systems and Git. It provides an overview of centralized and distributed version control workflows. Key points include:
- Centralized VCSs involve committing changes to a central repository, while distributed VCSs allow users to commit locally and push changes.
- Git uses a distributed model where each user has a full local copy of the repository and commits changes locally before pushing.
- Common Git commands are add, commit, push, pull, status, diff, log, branch, tag, and remote for working with remote repositories.
This document provides an introduction to Git and GitHub. It begins with an overview of source control and the history of version control systems like SVN and CVS. It then discusses key concepts of Git like its three-tree architecture, branches and merging, and undoing changes. The document concludes with an introduction to GitHub, how to clone and collaborate on repositories, and some tips on reducing merge conflicts.
This document provides an overview of version control and the key features of Git. It defines version control as the management of changes to files over time. Git is introduced as a free, open source, and distributed version control tool that allows teams to easily share code and track revisions. The document outlines basic Git commands and GUI tools for visualizing repositories, along with benefits such as maintaining deployable code, backing up work, and reverting changes.
This document describes Gitflow, a Git workflow that uses branching for releases and features. It has two main branches - master for production and develop for development. Feature branches branch off develop and merge back into it. Release branches branch off develop, merge into master and develop, and support hotfix branches for production issues. Gitflow provides conventions for branch naming and commands to start, finish, and manage branches to integrate code changes from multiple developers.
This document provides an introduction to Git basics and concepts. It covers version control systems and why distributed version control is useful. It then discusses how Git originated from the Linux kernel project. The document reviews basic Git commands and workflows for setting up a repository, tracking and committing changes. It also covers viewing differences between commits, staging files, and undoing or amending commits. Finally, it discusses sharing repositories remotely including adding remotes, pushing and pulling from remote repositories, and cloning repositories from remote URLs.
This document provides an introduction to Git and GitHub. It discusses key features of Git including being a distributed version control system designed for speed and efficiency. It covers setting up Git locally and on GitHub, including configuring user information, initializing and cloning repositories, and pushing and pulling changes. The document also provides some basic Git commands and points to additional learning resources for beginners.
The everyday developer's guide to version control with GitE Carter
Git is a distributed version control system that allows developers to track changes in source code. It provides tools to commit changes locally, branch code for parallel development, and collaborate remotely by pushing and pulling changes from a shared repository. Common Git commands include init to create a repository, add and commit to save changes locally, checkout to switch branches, pull to retrieve remote changes, and push to upload local changes. Git helps developers work efficiently by enabling features like branching, undoing mistakes, and viewing the revision history.
Git 101 - Crash Course in Version Control using GitGeoff Hoffman
Find out why more and more developers are switching to Git - distributed version control. This intro to Git covers the basics, from cloning to pushing for beginners.
Git is a distributed version control system designed to handle small and large projects with speed and efficiency. It allows for fast branching and merging. Git keeps an archive of all code changes over time, allows comparing changes and reverting to old releases, and provides accountability. The basic Git workflow involves modifying files in the working directory, staging files to add a snapshot to the staging area, and committing files which permanently stores the snapshot. Remote branches allow collaborating on code by fetching and pushing changes between local and remote repositories. Common commands include pull, push, commit, branch, tag, merge, and checkout.
Introduction to Git & GitHub.
Agenda:
- What’s a Version Control System?
- What the heck is Git?
- Some Git commands
- What’s about GitHub?
- Git in Action!
Introduzione a Docker e alla Dockerizzazione.
Filosofia e progettazione Docker
Comandi principali per gesitere immagini, container, volumi e reti
Dockerfile e docker-compose
Valerio Radice @ Nextre (Maggio 2017)
TAG: docker , Dockerfile , docker-compose , italian , nextre
Github is an online hosting service for software development and version control that allows developers to store code and documentation in online repositories. Developers can collaborate on projects by making changes to code and documentation that are tracked by the version control system Git. Git allows developers to revert files or entire projects to previous versions, compare changes over time, experiment safely, and keep a revision history of the project.
Git is a distributed version control system that records changes to files over time. It allows multiple developers to work together and tracks the version history. The document outlines the basic concepts and commands of Git including repositories, commits, branches, merging, cloning, pulling and pushing changes between a local and remote repository. Examples are provided to demonstrate how to initialize a local repository, add and commit changes, switch branches, and push updates to a remote server.
This document summarizes several common Git commands:
- Git merge joins two or more development histories together in either a fast-forward or no fast-forward manner.
- Git log displays commit history and allows formatting and filtering options like oneline, decorate, stats, diffs, shortlog, graph and custom formats.
- Other commands covered include revert, checkout, reset, cherry-pick, rebase and filtering log output by amount, date, author, message, file, content and range.
The document discusses Git and GitHub. It begins with an overview of distributed version control systems (DVCS) like Git and how they differ from centralized version control systems. It then covers the basics of Git, including installing Git, initializing repositories, tracking changes, branching and merging. Finally, it discusses GitHub and how developers can use features like forking, pull requests and wikis to collaborate on projects hosted there. Common Git workflows like Git flow are also introduced.
GitHub is where over 73 million developers shape the future of software, together. Contribute to the open source community, manage your Git repositories
This document provides an introduction to Git and GitHub. It outlines the basics of Git including initializing repositories, tracking changes, branching, merging, and resolving conflicts. It also covers GitHub concepts such as cloning repositories from GitHub to a local machine and pushing/pulling changes between local and remote repositories. The document explains how to collaborate on projects hosted on GitHub using Git.
The document discusses version control systems and Git. It provides an overview of centralized and distributed version control workflows. Key points include:
- Centralized VCSs involve committing changes to a central repository, while distributed VCSs allow users to commit locally and push changes.
- Git uses a distributed model where each user has a full local copy of the repository and commits changes locally before pushing.
- Common Git commands are add, commit, push, pull, status, diff, log, branch, tag, and remote for working with remote repositories.
This document provides an introduction to Git and GitHub. It begins with an overview of source control and the history of version control systems like SVN and CVS. It then discusses key concepts of Git like its three-tree architecture, branches and merging, and undoing changes. The document concludes with an introduction to GitHub, how to clone and collaborate on repositories, and some tips on reducing merge conflicts.
Git is a distributed version control system that allows developers to work collaboratively on projects. It works by creating snapshots of files in a project over time. Developers can commit changes locally and then push them to a remote repository to share with others. Key Git concepts include repositories, commits, branches, cloning repositories from remote locations, and commands like push, pull, commit, log and diff to manage changes.
Getting Started with Git: A Primer for SVN and TFS UsersNoam Kfir
I gave this presentation at the Israeli ALM User Group.
This is part 1 of a 2 part series on Git and Git workflows and introduces the most basic Git functionality, especially as it differs from the Subversion and TFS version control systems.
These are slides of a GitHub training for the Roslyn team. The recording can be found here:
http://channel9.msdn.com/Blogs/dotnet/github-for-the-roslyn-team
a way to manage files and directories.
track changes over time.
recall previous versions.
source control is subset of VCS.
sharing on multiple computers
Types of vcs:
Local VCS
Centralized VCS
Distributed VCS
Features of git
commands in git
This document provides an introduction to Git and GitHub. It begins with an overview of source control and the history of version control systems like SVN and CVS. It then discusses key Git concepts like its three-tree architecture, branches and merging, and undoing changes. The document concludes with an introduction to GitHub, including how to clone repositories, collaborate through pull requests, and link a local Git repository to a remote GitHub repository.
Git is a source control management tool that allows developers to work collaboratively on projects. It tracks changes to code by storing snapshots of files and allows developers to focus on specific features by working on branches. The document provides steps to install git, set it up locally, and explains basic commands like add, commit, status, branch and merge. It also discusses strategies for using git like committing often, using descriptive messages, and working on separate branches from the stable master branch.
GIT is a distributed version control system that allows for collaboration by keeping track of changes made to source code over time. It keeps snapshots of files and allows users to work offline or disconnected from servers. Unlike centralized systems, GIT considers data as snapshots of files rather than file-based changes, and each user has a full copy of the repository. Users can commit changes to their local repository and then push them to remote repositories. Common commands include add, commit, push, pull, branch, merge, and status.
This document discusses various Git concepts and commands. It begins with an introduction to Git and SCM concepts like branches and merging. It then demonstrates how to initialize a Git repository, add files, and commit changes. Different Git states like staged, unstaged, and clean are explained. Commands shown include git add, commit, status, log, and gui tools like gitk and gitgui. Branching, merging, rebasing, cherry-picking and resolving conflicts are demonstrated. The document concludes by discussing reverting and resetting changes in Git, noting the dangers of losing commits if not used carefully.
Git
A detailed description about version control tool for tracking changes in computer files and coordinating work on those files among multiple people. It is primarily used for source-code management in software development, but it can be used to keep track of changes in any set of files.in windows
This document provides an overview of Git and GitHub. It discusses version control systems and how Git is a distributed version control system. It then provides a deep dive into key Git concepts like snapshots, repositories, commits, branches and merging. It also covers a deep dive into GitHub including forks, pull requests and authentication methods.
This document provides an introduction to Git and GitHub. It discusses what Git is, including that it is a distributed version control system that tracks changes to source code. It covers key Git concepts like repositories, commits, branches, remotes, and the two stage commit process. It also introduces GitHub and how it builds on Git by providing additional collaboration features like forking repositories, pull requests, and code review.
Git is a version control system created by Linus Torvalds in 2005 to manage the Linux kernel source code. It is a distributed system where each user has their own local repository that can be synced with remote repositories. The basic Git workflow involves modifying files locally, staging them, and committing snapshots of the staged files to the local repository. Git tracks changes at a file level and uses SHA-1 hashes to identify commits rather than sequential version numbers.
This ppt will give you a complete understanding of the Git and GitHub. Also you will get to know the basic terminology which is required when you deal with Git and GitHub
This document discusses version control systems, Git, and Bitbucket. It provides an overview of version control, describes why it is useful, and discusses different version control systems including local, centralized, and distributed systems. It focuses on Git, explaining what it is, why it was created, how it works and differs from other version control systems. Finally, it covers Bitbucket, describing what it is, why developers should use it, how to create repositories on it, and how to integrate it with Eclipse.
A version control system stores and manages every revision of files and code, allowing developers to collaborate, manage releases, and rollback to previous versions when bugs are found. Git is a widely used version control system developed by Linus Torvalds that offers benefits like backups, synchronization, undo functionality, tracking changes and ownership. It works by having a repository that stores files, which users can check out, edit, and check back in with a commit message.
This document provides an introduction and overview of Git. It begins with a brief history of Git's origins with Linux source code management. It then covers key Git concepts like its distributed version control model, advantages like speed and resilience, and some basic commands. The document demonstrates setting up a sample Git repository and making commits. It also discusses branching, tagging, undoing changes, cleaning up repositories, and using remote repositories.
The document provides an overview of version control with Git and GitHub. It discusses what version control is, how to set up a Git repository, save changes, view history, undo changes, distribute the repository, structure text for collaboration, and how GitHub enables additional collaboration features beyond basic version control. The document uses examples to demonstrate key Git commands for setting up and using a local repository that is synced to a remote GitHub repository.
Design and optimization of ion propulsion dronebjmsejournal
Electric propulsion technology is widely used in many kinds of vehicles in recent years, and aircrafts are no exception. Technically, UAVs are electrically propelled but tend to produce a significant amount of noise and vibrations. Ion propulsion technology for drones is a potential solution to this problem. Ion propulsion technology is proven to be feasible in the earth’s atmosphere. The study presented in this article shows the design of EHD thrusters and power supply for ion propulsion drones along with performance optimization of high-voltage power supply for endurance in earth’s atmosphere.
Digital Twins Computer Networking Paper Presentation.pptxaryanpankaj78
A Digital Twin in computer networking is a virtual representation of a physical network, used to simulate, analyze, and optimize network performance and reliability. It leverages real-time data to enhance network management, predict issues, and improve decision-making processes.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
Software Engineering and Project Management - Introduction, Modeling Concepts...Prakhyath Rai
Introduction, Modeling Concepts and Class Modeling: What is Object orientation? What is OO development? OO Themes; Evidence for usefulness of OO development; OO modeling history. Modeling
as Design technique: Modeling, abstraction, The Three models. Class Modeling: Object and Class Concept, Link and associations concepts, Generalization and Inheritance, A sample class model, Navigation of class models, and UML diagrams
Building the Analysis Models: Requirement Analysis, Analysis Model Approaches, Data modeling Concepts, Object Oriented Analysis, Scenario-Based Modeling, Flow-Oriented Modeling, class Based Modeling, Creating a Behavioral Model.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELijaia
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
20. Add
Tell Git that a file is to be
included in the next snapshot
by adding it to the index /
staging area
> git add foo.js
foo.js
Index /
Staging area
21. Commit
Take a new snapshot of the
state of the files in the
staging area (append it to
the previous commit)
Store a snapshot in the local
repository
> git commit
Previous commit
New commitfoo.js
22. References
Git only creates new files when a file is modified
Files are not stored in a commit, but rather
references to files
foo.jsfoo.js
File foo.js Reference to foo.js
24. Inside a Commit
Commit Reference (SHA-1 checksum)
Author
Date
Message
Reference to parent commit(s)
Tree
25. Inside a Commit
Commit Reference (SHA-1 checksum)
Author
Date
Message
Reference to parent commit(s)
Tree
Includes the references to
all the files in the snapshot
27. Get the data from the
repository into the working
directory
Again, not the files but the
references to the files from a
commit
> git checkout <commit>
Checkout
Working
directory
Local
repository
31. Remote Repository
A copy of the local repository, hosted on a network
Other people can join a project, by cloning its
remote repository
Note: GitHub is a service that provides this remote
repository hosting
32. Demo
1. Create a new local repository
2. Create a file and make a new commit to the local
repository
3. Associate the local repository with a remote
repository
4. Push it to the remote repository
36. master
new
feature
bug fix
Initial commit
Example with 3 branches
Time
HEAD
A special type of branch
that always points to the
currently active branch / commit
Points to the master branch
when a repository is initialized
A checkout just changes the HEAD pointee
37. Demo Cont.
1. Clone an existing repository
2. Create a new branch
3. Make a commit to the new branch
4. Switch between branches (checkout and change
HEAD), see the changes in the local filesystem
5. Push the new branch to the remote repository
38. Merge
Merge two commits together
Can be used to merge branches
May cause conflicts between commits that need to
be resolved manually
// Merge <commit> into HEAD pointee
> git merge <commit>
42. Three components
Working directory
Index / Staging area
Repository, local and remote
Commit
Snapshot of file references (and other metadata)
Branch /
Just a pointer to a commit
HEAD
Working
directory
Index /
Staging
area
Local
repository
47. Install Git
Linux
> sudo apt-get install git-all
OS X
Included in Xcode Command Line Tools
Windows
Binary installer
https://git-scm.com/book/en/v2/Getting-Started-Installing-Git