This document provides an overview of digital fluency and operating systems. It defines an operating system as an interface between the user and computer hardware. It describes the main functions of operating systems including memory management, processor management, device management, file management, and security. It also discusses different types of operating systems such as batch, time-shared, distributed, network, and real-time operating systems. Finally, it covers user interfaces and office automation tools.
An operating system is software that acts as an interface between computer hardware and users, allowing applications to run and perform tasks. The main functions of an operating system include process management, memory management, file management, device management, I/O system management, and security. The kernel is the central component of the operating system and enables communication between hardware and software. Mainframe systems evolved from early batch systems with no user interaction to time-sharing systems that allowed for simultaneous multi-user interaction through rapid switching between users.
The document provides information about operating systems. It defines an operating system as a program that manages computer operations and provides an interface between the user and computer. It discusses how the operating system loads into memory on startup through a bootstrap loader. It also describes basic operating system functions like managing resources, providing a user interface, running applications, and controlling hardware. It then discusses different types of operating systems including single-user, batch processing, multiprogramming, time-sharing, real-time, and networked systems.
This document outlines the syllabus for an operating systems course. It includes topics that will be covered such as CPU parts, computer systems, types of operating systems, and functions of operating systems. It lists the required textbooks and provides the grading policy. It also outlines classroom policies regarding attendance, quizzes, plagiarism, and mobile phone use. Finally, it begins introducing concepts such as processes, CPUs, buses, memory, and fetch-execute cycles to provide an orientation to operating system basics.
An operating system acts as an intermediary between the user of a computer and computer hardware. The purpose of an operating system is to provide an environment in which a user can execute programs in a convenient and efficient manner.
2. Unit 1_Types of Opertaing Systems.pptxAishwarya .
1. The document discusses the various types of operating systems including batch, multitasking, time-sharing, multiprocessing, real-time, distributed, network, and mobile operating systems.
2. It also covers the main functions of an operating system which are memory management, process management, file management, device management, I/O management, secondary storage management, security, and command interpretation.
3. The objectives of an operating system are to make the computer system convenient to use efficiently, hide hardware details from users, and manage computer system resources.
NE223_chapter 1_Overview of operating systems.pptMemMem25
This document provides an overview of operating systems, including definitions, history, components, functions, types of interfaces. It discusses what an operating system is and its goals of executing user programs, making the computer convenient to use, and using hardware efficiently. It outlines the history of operating systems from the first to fourth generations. It describes the components of a computer system including hardware, operating system, applications, and users. It lists the main functions of operating systems such as memory management, process management, file management, and security. It discusses types of operating systems like batch, time-sharing, real-time, and mobile operating systems. It explains command line and graphical user interfaces. Finally, it describes user and kernel modes, and how
The document discusses the evolution and functions of operating systems. It describes how operating systems act as an intermediary between the user and computer hardware by managing resources, executing programs, and handling input/output. The key functions of operating systems are process management, memory management, file management, input/output management, and secondary storage management. Operating systems also provide services like program execution, input/output operations, file system manipulation, communications, error detection, resource allocation, accounting, and protection.
The document discusses operating systems, including what they are, their structure and functions. It defines an operating system as software that enables computer programs to run by managing hardware resources. The key points covered are:
- Operating systems control and allocate memory, prioritize tasks, manage files and I/O devices.
- They consist of four layers - hardware, OS software, system programs and application programs.
- Types of OS include batch, multiprogramming, time-sharing, multi-user and real-time systems.
- Their main components are process management, memory management, file management and I/O management.
- OS provide services like resource allocation, protection and user interfaces to facilitate programming.
An operating system is software that acts as an interface between computer hardware and users, allowing applications to run and perform tasks. The main functions of an operating system include process management, memory management, file management, device management, I/O system management, and security. The kernel is the central component of the operating system and enables communication between hardware and software. Mainframe systems evolved from early batch systems with no user interaction to time-sharing systems that allowed for simultaneous multi-user interaction through rapid switching between users.
The document provides information about operating systems. It defines an operating system as a program that manages computer operations and provides an interface between the user and computer. It discusses how the operating system loads into memory on startup through a bootstrap loader. It also describes basic operating system functions like managing resources, providing a user interface, running applications, and controlling hardware. It then discusses different types of operating systems including single-user, batch processing, multiprogramming, time-sharing, real-time, and networked systems.
This document outlines the syllabus for an operating systems course. It includes topics that will be covered such as CPU parts, computer systems, types of operating systems, and functions of operating systems. It lists the required textbooks and provides the grading policy. It also outlines classroom policies regarding attendance, quizzes, plagiarism, and mobile phone use. Finally, it begins introducing concepts such as processes, CPUs, buses, memory, and fetch-execute cycles to provide an orientation to operating system basics.
An operating system acts as an intermediary between the user of a computer and computer hardware. The purpose of an operating system is to provide an environment in which a user can execute programs in a convenient and efficient manner.
2. Unit 1_Types of Opertaing Systems.pptxAishwarya .
1. The document discusses the various types of operating systems including batch, multitasking, time-sharing, multiprocessing, real-time, distributed, network, and mobile operating systems.
2. It also covers the main functions of an operating system which are memory management, process management, file management, device management, I/O management, secondary storage management, security, and command interpretation.
3. The objectives of an operating system are to make the computer system convenient to use efficiently, hide hardware details from users, and manage computer system resources.
NE223_chapter 1_Overview of operating systems.pptMemMem25
This document provides an overview of operating systems, including definitions, history, components, functions, types of interfaces. It discusses what an operating system is and its goals of executing user programs, making the computer convenient to use, and using hardware efficiently. It outlines the history of operating systems from the first to fourth generations. It describes the components of a computer system including hardware, operating system, applications, and users. It lists the main functions of operating systems such as memory management, process management, file management, and security. It discusses types of operating systems like batch, time-sharing, real-time, and mobile operating systems. It explains command line and graphical user interfaces. Finally, it describes user and kernel modes, and how
The document discusses the evolution and functions of operating systems. It describes how operating systems act as an intermediary between the user and computer hardware by managing resources, executing programs, and handling input/output. The key functions of operating systems are process management, memory management, file management, input/output management, and secondary storage management. Operating systems also provide services like program execution, input/output operations, file system manipulation, communications, error detection, resource allocation, accounting, and protection.
The document discusses operating systems, including what they are, their structure and functions. It defines an operating system as software that enables computer programs to run by managing hardware resources. The key points covered are:
- Operating systems control and allocate memory, prioritize tasks, manage files and I/O devices.
- They consist of four layers - hardware, OS software, system programs and application programs.
- Types of OS include batch, multiprogramming, time-sharing, multi-user and real-time systems.
- Their main components are process management, memory management, file management and I/O management.
- OS provide services like resource allocation, protection and user interfaces to facilitate programming.
The document provides an overview of operating systems and computer systems. It discusses the CPU and its parts, types of operating systems like mainframe OS and real-time OS. It also summarizes the key functions of an operating system such as memory management, file management, and I/O device handling. Special functions like time sharing, batch processing, multi-tasking, and spooling are explained. Important concepts covered include memory hierarchy, fetch-execute cycle, and computer system components like hardware, software, users, and data.
This document provides an introduction and overview of operating systems. It defines an operating system as a program that acts as an intermediary between the user and computer hardware to effectively utilize system resources and make problem solving easier. A computer system consists of hardware, operating system, application programs, and users. The operating system coordinates access to resources, executes programs, handles input/output, manages files and directories, and provides protection and security for multi-user systems. It discusses the evolution of operating systems and provides examples of early systems like batch processing and timesharing systems.
The operating system is a collection of programs that manage computer hardware resources and provide common services for computer programs. It acts as an interface between the user and computer hardware, and controls the computer system by managing all hardware and software. The primary functions of an operating system are to execute user programs, make the computer system convenient to use, and efficiently use computer hardware resources.
This document provides an introduction and overview of operating systems. It defines an operating system as a program that manages computer hardware resources and provides common services for computer programs. It describes the four main components of a computer system: hardware, operating system, application programs, and users. It also outlines some of the key services an operating system provides, such as program execution, I/O operations, file management, and resource allocation. Finally, it discusses the structure and evolution of modern operating systems from early batch and time-sharing systems to current multiprogramming systems.
The document provides information on operating systems, including:
1. It defines an operating system and discusses its role in managing computer hardware and resources while providing an interface for users to run programs efficiently.
2. A brief history of operating systems is given from the earliest generations using vacuum tubes and transistors to modern systems using large-scale integrated circuits.
3. Key characteristics and functionalities of operating systems are outlined such as resource management, process management, storage management, and security.
Fundamental concepts and_principles_of_operating_systems (2)DanaAlexander13
This document discusses operating systems and their core concepts. It defines system software and its two categories - system software and application software. It describes the functions of an operating system including process management, memory management, file management, I/O management, and more. It also discusses the different types of operating systems like Windows, Linux, dedicated OS for devices. In addition, it covers the components of an OS like the kernel, scheduler, process manager, file manager and shell. Finally, it discusses general purpose versus dedicated operating systems.
The document discusses operating systems, providing definitions and describing their history, objectives, types, and functions. It notes that an operating system manages computer hardware and software resources, provides services to computer programs, and acts as an interface between users and hardware. The history of operating systems is traced from their development in the 1950s to manage tape storage to present-day graphical user interface (GUI) systems. Operating systems are classified based on their capabilities and examples of different types are given, including single-user, multi-user, multitasking, and real-time systems. Key functions of operating systems include memory management, process scheduling, file management, and providing a user interface.
The document provides an introduction to operating systems. It defines an operating system as software that acts as an interface between computer hardware and users. It then describes the key roles and components of an operating system, including memory management, processor management, device management, file management, security, and more. It also discusses different types of operating systems like batch, time-sharing, distributed, embedded, and real-time operating systems. Finally, it outlines some major operating system operations like process management, memory management, device management, and file management.
1. The document discusses the introduction to operating systems, describing them as software that manages computer hardware and provides a simpler interface for user programs.
2. It outlines the basic functions of operating systems, including managing memory, processors, devices, files, security, and coordinating other software and users.
3. The document provides a brief history of operating system development from early bare machine systems to modern personal computer operating systems, covering batch processing, multiprogramming, time-sharing, and multitasking models.
An operating system is a system software that is responsible for the
management of various activities of the computer and sharing of computer resources.
Operating system is a collection of programs which makes interface between hardware, software and user.
Chapter 1 Introduction to Operating System ConceptsMeenalJabde
The document provides an overview of operating systems including:
- The definition of an operating system as a program that controls hardware and acts as an interface between users and computers.
- The key functions of operating systems including providing convenience, efficiency, and ability to evolve.
- Concepts such as processes, process states, process control blocks, and system calls. It describes what they are and their purpose.
- A brief history of operating systems from first to fourth generation systems.
- The main types of operating systems including batch, time-sharing, distributed, network, and real-time operating systems.
- Common services offered by most operating systems such as user interface, program execution, file
The document discusses operating systems, describing them as software that enables computer programs to run by managing hardware resources and providing common services. It outlines the main functions of operating systems like memory management, I/O control, and file management. The evolution of operating systems is traced from early batch processing systems to time-sharing, personal computing, and distributed systems of today. Key innovations that enabled each phase are highlighted.
The document provides an overview of operating systems including:
1. It defines an operating system as a program that acts as an intermediary between users/applications and computer hardware.
2. It describes the basic components of a computer system including hardware, operating system, application programs, and users.
3. It discusses the functions of an operating system including process management, memory management, file management, and more.
4. It outlines different types of operating systems such as batch, time-sharing, real-time, distributed, and mobile operating systems.
installing and optimizing operating system software Jaleto Sunkemo
This document provides information about installing and optimizing operating system software. It discusses determining the functions of operating systems, comparing different operating systems, and installing and configuring the Windows operating system. Key topics covered include the components and features of operating systems, popular operating systems like Windows and MacOS, and how operating systems manage system resources and security.
The document discusses operating systems and their key concepts. It begins by defining an operating system as a program that acts as an intermediary between the user and computer hardware, allocating resources and controlling programs. It then describes the four main components of a computer system - hardware, operating system, application programs, and users. Finally, it outlines different types of operating systems including batch systems, timesharing systems, multiprocessing systems, distributed systems, client/server systems, and real-time embedded systems.
Operating System
types of operating system
functions of operating
memory management
file and folder management
desktop and its composition
mouse and keyboard operations
tools and softwares
This document provides an introduction and overview of operating systems. It begins with definitions of operating systems and their role in managing computer hardware resources and acting as an interface between users and computers. Some key functions of operating systems are then summarized, including memory management, processor management, device management, file management, and security. Popular operating system types are also briefly outlined, such as batch operating systems, multi-programming systems, time-sharing systems, distributed systems, and real-time systems.
This document contains lecture notes for a course on Microsoft Excel basics. The course is divided into 5 sections that cover entering and formatting text and numbers, formulas, functions, charts, and advanced formulas. Section 1 teaches how to navigate the Excel window and enter data. It describes the title bar, ribbon, worksheets, formula bar, and status bar. It provides exercises on entering numbers and text, selecting cells, formatting text, and saving files. Section 2 covers performing calculations with formulas, the order of operations, using AutoSum to add ranges, and aligning and formatting cell contents.
This document contains instructions for 6 exercises in Microsoft Excel. Exercise 1 covers basic worksheet formatting and formulas. Exercise 2 involves using formulas to calculate statistics from call center data and adding headers and footers. Exercise 3 focuses on numeric formatting and formulas for maximum, minimum, average, count and sum. Exercise 4 introduces the IF statement. Exercise 5 involves using SUMIF and COUNTIF functions to analyze sales data and create charts. Exercise 6 expands on SUMIF and COUNTIF with additional analysis of customer data.
The document provides an overview of operating systems and computer systems. It discusses the CPU and its parts, types of operating systems like mainframe OS and real-time OS. It also summarizes the key functions of an operating system such as memory management, file management, and I/O device handling. Special functions like time sharing, batch processing, multi-tasking, and spooling are explained. Important concepts covered include memory hierarchy, fetch-execute cycle, and computer system components like hardware, software, users, and data.
This document provides an introduction and overview of operating systems. It defines an operating system as a program that acts as an intermediary between the user and computer hardware to effectively utilize system resources and make problem solving easier. A computer system consists of hardware, operating system, application programs, and users. The operating system coordinates access to resources, executes programs, handles input/output, manages files and directories, and provides protection and security for multi-user systems. It discusses the evolution of operating systems and provides examples of early systems like batch processing and timesharing systems.
The operating system is a collection of programs that manage computer hardware resources and provide common services for computer programs. It acts as an interface between the user and computer hardware, and controls the computer system by managing all hardware and software. The primary functions of an operating system are to execute user programs, make the computer system convenient to use, and efficiently use computer hardware resources.
This document provides an introduction and overview of operating systems. It defines an operating system as a program that manages computer hardware resources and provides common services for computer programs. It describes the four main components of a computer system: hardware, operating system, application programs, and users. It also outlines some of the key services an operating system provides, such as program execution, I/O operations, file management, and resource allocation. Finally, it discusses the structure and evolution of modern operating systems from early batch and time-sharing systems to current multiprogramming systems.
The document provides information on operating systems, including:
1. It defines an operating system and discusses its role in managing computer hardware and resources while providing an interface for users to run programs efficiently.
2. A brief history of operating systems is given from the earliest generations using vacuum tubes and transistors to modern systems using large-scale integrated circuits.
3. Key characteristics and functionalities of operating systems are outlined such as resource management, process management, storage management, and security.
Fundamental concepts and_principles_of_operating_systems (2)DanaAlexander13
This document discusses operating systems and their core concepts. It defines system software and its two categories - system software and application software. It describes the functions of an operating system including process management, memory management, file management, I/O management, and more. It also discusses the different types of operating systems like Windows, Linux, dedicated OS for devices. In addition, it covers the components of an OS like the kernel, scheduler, process manager, file manager and shell. Finally, it discusses general purpose versus dedicated operating systems.
The document discusses operating systems, providing definitions and describing their history, objectives, types, and functions. It notes that an operating system manages computer hardware and software resources, provides services to computer programs, and acts as an interface between users and hardware. The history of operating systems is traced from their development in the 1950s to manage tape storage to present-day graphical user interface (GUI) systems. Operating systems are classified based on their capabilities and examples of different types are given, including single-user, multi-user, multitasking, and real-time systems. Key functions of operating systems include memory management, process scheduling, file management, and providing a user interface.
The document provides an introduction to operating systems. It defines an operating system as software that acts as an interface between computer hardware and users. It then describes the key roles and components of an operating system, including memory management, processor management, device management, file management, security, and more. It also discusses different types of operating systems like batch, time-sharing, distributed, embedded, and real-time operating systems. Finally, it outlines some major operating system operations like process management, memory management, device management, and file management.
1. The document discusses the introduction to operating systems, describing them as software that manages computer hardware and provides a simpler interface for user programs.
2. It outlines the basic functions of operating systems, including managing memory, processors, devices, files, security, and coordinating other software and users.
3. The document provides a brief history of operating system development from early bare machine systems to modern personal computer operating systems, covering batch processing, multiprogramming, time-sharing, and multitasking models.
An operating system is a system software that is responsible for the
management of various activities of the computer and sharing of computer resources.
Operating system is a collection of programs which makes interface between hardware, software and user.
Chapter 1 Introduction to Operating System ConceptsMeenalJabde
The document provides an overview of operating systems including:
- The definition of an operating system as a program that controls hardware and acts as an interface between users and computers.
- The key functions of operating systems including providing convenience, efficiency, and ability to evolve.
- Concepts such as processes, process states, process control blocks, and system calls. It describes what they are and their purpose.
- A brief history of operating systems from first to fourth generation systems.
- The main types of operating systems including batch, time-sharing, distributed, network, and real-time operating systems.
- Common services offered by most operating systems such as user interface, program execution, file
The document discusses operating systems, describing them as software that enables computer programs to run by managing hardware resources and providing common services. It outlines the main functions of operating systems like memory management, I/O control, and file management. The evolution of operating systems is traced from early batch processing systems to time-sharing, personal computing, and distributed systems of today. Key innovations that enabled each phase are highlighted.
The document provides an overview of operating systems including:
1. It defines an operating system as a program that acts as an intermediary between users/applications and computer hardware.
2. It describes the basic components of a computer system including hardware, operating system, application programs, and users.
3. It discusses the functions of an operating system including process management, memory management, file management, and more.
4. It outlines different types of operating systems such as batch, time-sharing, real-time, distributed, and mobile operating systems.
installing and optimizing operating system software Jaleto Sunkemo
This document provides information about installing and optimizing operating system software. It discusses determining the functions of operating systems, comparing different operating systems, and installing and configuring the Windows operating system. Key topics covered include the components and features of operating systems, popular operating systems like Windows and MacOS, and how operating systems manage system resources and security.
The document discusses operating systems and their key concepts. It begins by defining an operating system as a program that acts as an intermediary between the user and computer hardware, allocating resources and controlling programs. It then describes the four main components of a computer system - hardware, operating system, application programs, and users. Finally, it outlines different types of operating systems including batch systems, timesharing systems, multiprocessing systems, distributed systems, client/server systems, and real-time embedded systems.
Operating System
types of operating system
functions of operating
memory management
file and folder management
desktop and its composition
mouse and keyboard operations
tools and softwares
This document provides an introduction and overview of operating systems. It begins with definitions of operating systems and their role in managing computer hardware resources and acting as an interface between users and computers. Some key functions of operating systems are then summarized, including memory management, processor management, device management, file management, and security. Popular operating system types are also briefly outlined, such as batch operating systems, multi-programming systems, time-sharing systems, distributed systems, and real-time systems.
Similar to FinalBCU-Unit1-DigitalFluency (1).pdf (20)
This document contains lecture notes for a course on Microsoft Excel basics. The course is divided into 5 sections that cover entering and formatting text and numbers, formulas, functions, charts, and advanced formulas. Section 1 teaches how to navigate the Excel window and enter data. It describes the title bar, ribbon, worksheets, formula bar, and status bar. It provides exercises on entering numbers and text, selecting cells, formatting text, and saving files. Section 2 covers performing calculations with formulas, the order of operations, using AutoSum to add ranges, and aligning and formatting cell contents.
This document contains instructions for 6 exercises in Microsoft Excel. Exercise 1 covers basic worksheet formatting and formulas. Exercise 2 involves using formulas to calculate statistics from call center data and adding headers and footers. Exercise 3 focuses on numeric formatting and formulas for maximum, minimum, average, count and sum. Exercise 4 introduces the IF statement. Exercise 5 involves using SUMIF and COUNTIF functions to analyze sales data and create charts. Exercise 6 expands on SUMIF and COUNTIF with additional analysis of customer data.
Web Technologies Notes - TutorialsDuniya.pdfRaghunathan52
This document provides an overview of web technologies including web servers, HTTP, HTML, URLs and the client-server model. It discusses popular web servers like Apache, IIS and XAMPP. It also explains the basic working of the internet using the client-server model, the world wide web, HTML, URLs, HTTP requests and responses. Key concepts around web browsers, servers, HTTP methods and status codes are defined.
This document discusses various color theories and their applications. It begins with an overview of the origins and development of modern color theory starting with Newton's work. It then covers Goethe and Chevreul's influential interpretations and research. The document explains subtractive and additive color theories. It also details the color wheel model including hue, saturation and value. Different color schemes and systems like CMYK, RGB, and Munsell are covered. The document concludes by discussing practical applications of color theory in areas like design, information visualization, and psychology.
Web Technologies Notes - TutorialsDuniya.pdfRaghunathan52
This document provides an overview of web technologies including the client-server model, web browsers, web servers, HTTP requests and responses, HTML, URLs, and the basic workings of the World Wide Web. It explains key concepts like how web browsers act as clients that make requests to web servers, which then return responses. It also covers the different components involved and standards like HTTP, HTML, and URLs that enable the functioning of the web.
ADO.NET provides a bridge between front-end controls and back-end databases. It uses a two-tier architecture with objects that encapsulate data access operations. These objects interact with controls to display data without exposing details of moving data. ADO.NET supports connecting to diverse data sources using the same methodology including SQL Server via different classes.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
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Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
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governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
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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
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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
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Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
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Batteries -Introduction – Types of Batteries – discharging and charging of battery - characteristics of battery –battery rating- various tests on battery- – Primary battery: silver button cell- Secondary battery :Ni-Cd battery-modern battery: lithium ion battery-maintenance of batteries-choices of batteries for electric vehicle applications.
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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.
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This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
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Technologies like IoT, Big Data, AI, Machine Learning, and robotics enhance diagnostics, treatment
precision, and real-time monitoring, reducing errors and optimizing resource utilization. Automation
improves employee satisfaction and patient care, while Blockchain and telemedicine drive cost reductions.
Successful integration requires skilled professionals and supportive policies, promising efficient resource
use, lower error rates, and accelerated processes, leading to optimized global healthcare outcomes.
5. OPERATING SYSTEMS (OS)
An Operating System (OS) is an interface between a computer
user and computer hardware. An operating system is a
software which performs all the basic tasks like file
management, memory management, process management,
handling input and output, and controlling peripheral devices
such as disk drives and printers.
6. Definition
An operating system is a program that acts as an interface between the user and
the computer hardware and controls the execution of all kinds of programs.
Some popular Operating Systems include Linux Operating System, Windows Operating
System, VMS, OS/400, AIX, z/OS, etc.
9. 1. Memory Management
It is the management of the main or primary memory.Whatever programis executed, it has to
be presentin the main memory.Therefore,there can be more than one programpresent at a
time. Hence, it is requiredto manage the memory.
• OS Allocates and deallocates the memory.
• OS Keeps a recordof which part of primary memory is used by whom and how much.
• OS Distributes the memory while multiprocessing.
2. Processor Management/Scheduling
When more than one process runs on the systemthe OS decides how and when a process will
use the CPU. Hence, the name is also CPU Scheduling.
• OS Allocates and deallocates processor to the processes.
• OS Keeps recordof CPU status.
10. Certain algorithms used for CPU scheduling are as follows:
1. FirstCome FirstServe (FCFS)
2. ShortestJob First (SJF)
3. Round-Robin Scheduling (time slices are assigned to each process in equal portions and
in circular order, handling all processes without priority )
4. Priority-basedscheduling etc.
Purpose of CPU scheduling
• The purpose of CPU scheduling is as follows:
• Since the proper utilizationof CPU is necessary.Therefore,the OS makes sure that the CPU
should be as busy as possible.
• Since every device should get a chance to use the processor.Hence,the OS makes sure that
the devices get fair processor time.
• Increasing the efficiency of the system.
11. 3. Device Management
The processes may require devices for their use. This management is done by the
OS. The OS:
Allocates and deallocates devices to different processes.
• OS keep records of the devices.
• Decides which process can use which device for how much time.
4. File Management
The files on a system are stored in different directories. The OS:
• keeps records of the status and locations of files.
• Allocates and deallocates resources.
12. 5. Security
The OS keeps the systemand programs safe and secure through authentication. A user id and
passworddecide the authenticity of the user.
7. Accounting
As the operating systemkeeps track of all the functions of a computer system.Hence,it makes a
recordof all the activities taking place on the system.It has an account of all the informationabout
the memory,resources,errors,etc. Therefore,this informationcan be used as and when required.
8. Other Functions
Some other functions of the OS can be:
• Error detection.
• keeping a recordof systemperformance.
• Communicationbetween differentsoftware etc.
13. Types of Operating Systems
1. Batch OS
2. Time Shared OS
3. Distributed OS
4. Network OS
5. Realtime OS (RTOS)
14. 1. Batch OS
In this system, the OS does not forwardthe jobs/tasks directly to the CPU. It works by grouping
together similar types of jobs under one category.Further, we name this group as a ‘batch’.
Hence, the name batch OS.
Examples are the payroll system, bank statement,etc.
2. Time-Shared OS
When more than one task takes place on the systemit is called time-shared OS. As multiple tasks
can run at the systemat a time as per requirement.Hence,they all share the CPU time one by
one. Therefore, we also name it multitasking.The time that each task gets is called quantum.
A fixed interval of time is decided for each task. When the firsttask executes for that periodof
time, the second task executes, and so on.
Examples are UNIX etc.
15. 3. Distributed OS
In this system, there is more than one CPU present. The OS distributes the tasks
among all the processors. The processors do not share any memory or clock time.
OS handles all communication between them through various communication
lines.
Examples are LOCUS etc.
4. Network OS
In these OS various systems are connected to a server. It allows the system to
share resources such as files, printers, applications, etc. Moreover, it gives the
capability to serve to manage these resources.
Examples are UNIX, LINUX, Microsoft Windows Server 2008, etc.
16. 5. Real-Time OS (RTOS)
In these systems, the time interval for processing and responding to inputs is
very small. Therefore, due to this quality, these are used in real-time
situations. For example in missile systems, robots, etc.
They have two categories as follows:
a) Hard Real-Time Systems
In this, the time constraint is very short and strict. Even seconds of delay is not
acceptable.
b) Soft Real-Time Systems
In this, the time constraint is not so short and strict.
17.
18. A user interface, also sometimes called a human-computer interface, comprises
both hardware and software components. It handles the interaction between
the user and the system.
There are different ways of interacting with computer systems which have
evolved over the years. There are five main types of user interface:
1. command line Interface (CLI)
2. Graphical user interface Interface (GUI)
3. Menu driven Interface (MDI)
4. Form based Interface (FBI)
5. Natural language Interface (NLI)
19. 1. Command line Interface
(CLI)
Command line interfaces are
the oldest of the interfaces
discussed here. It involves the
computer responding to
commands typed by the
operator. This type of interface
has the drawback that it
requires the operator to
remember a range of different
commands and is not ideal for
novice users.
Example:
20. 2. Graphical user interfaces (GUI)
Graphical user interfaces (GUI) are sometimes
also referred to as WIMP because they
use Windows, Icons, Menus and Pointers.
Operators use a pointing device (such as a
mouse, touchpad or trackball) to control a
pointer on the screen which then interacts
with other on-screen elements. It allows the
user to interact with devices through
graphical icons and visual indicators such as
secondary notations. Microsoftreleasedits first
GUI-based OS, Windows 1.0, in 1985.
Example:
21. 3. Menu driven Interface (MDI)
A menu driven interface is commonly
used on cash machines (also known as
automated teller machines (ATM's),
ticket machines and information kiosks
(for example in a museum). They
provide a simple and easy to use
interface comprised of a series of menus
and sub-menus which the user accesses
by pressing buttons, often on a touch-
screen device. Preferably, if one has
knowledge on UML modeling, it can be a
good example when designing the
architecture of the machine.
22. 4. Form based Interface
(FBI)
A form-based interface is
a kind of user interface.
In it, the user interacts
with the application by
selecting one of a
number of possible
values, and by entering
text into the fields that
accept it.
23. 5. Natural language Interface (NLI)
A natural language interface is a spoken
interface where the user interacts with the
computer by talking to it. Sometimes referred
to as a 'conversational interface', this interface
simulates having a conversation with a
computer. Made famous by science fiction
(such as in Star Trek), natural language systems
are not yet advanced enough to be in wide-
spread use. Commonly used by telephone
systems as an alternative to the user pressing
numbered buttons the user can speak their
responses instead. An Example of this type of
interface is Voice Recognition
24. Office Automation Tools
An office automation system is the tool that
enables data to move from one system to another
on its own without human intervention and
inaccuracies. These tools help organizations collect,
manage, and analyze securely to accomplish
everyday tasks and processes. It optimizes and
automates existing business processes and
procedures.
The most popular office Automation Tools used
world wide are Word Processor, Power Point and
Spread Sheets.
25. Advantages / Of Office Automation Tools
1. Reducing the manual effortto complete mundane (Repeated) tasks
2. Cutting down on manual errors
3. Shrinking the processing time for items
4. Getting insights into process performance metrics
5. Gaining greater process visibilityand identifying potential bottlenecks
6. Making sound business decisions based on data
7. Office automation adds efficiency to your workflows
26.
27.
28.
29. Features of Word Processor Tool
• Creating, editing, saving and printing documents.
• Copying, pasting, moving and deleting text within a document.
• Formatting text, such as font type, bolding, underlining or
italicizing.
• Creating and editing tables.
• Inserting elements from other software, such as illustrations or
photographs.
• Correcting spelling and grammar.
30.
31.
32.
33.
34.
35. Features of Spreadsheets / Excel
1. Add Header and Footer
MS Excel allows us to keep the header and footer in our spreadsheet document.
2. Find and Replace Command
MS Excel allows us to find the needed data (text and numbers) in the workbook and also
replace the existing data with a new one.
3. Password Protection
It allows the user to protect their workbooks by using a password from unauthorized
access to their information.
4. Data Filtering
Filtering is a quick and easy way to find and work with a subset of data in a range. A
filtered range displays only the rows that meet the criteria you specify for a column. MS
Excel provides two commands for filtering ranges:
• AutoFilter; which includes filter by selection, for simple criteria
• Advanced Filter; for more complex criteria
36. 5. Data Sorting
Data sorting is the process of arranging data in some logical order. MS Excel allows us to sort
data either in ascending or descending order.
6. Built-in formulae
MS Excel has got many built-in formulae for sum, average, minimum, etc. We can use those
formulae as per our needs.
7. Create different charts (Pivot Table Report)
MS Excel allows us to create different charts such as bar graph, pie- charts, line graphs, etc. This
helps us to analyze and compare data very easily.
8. Automatically edits the result
MS Excel automatically edits the result if any changes are made in any of the cells.
9. Formula Auditing
Using formula auditing we can graphically display or trace the relationships between cells and
formulas with blue arrows. We can trace the precedents (the cells that provide data to a specific
cell) or the dependents (the cells that depend on the value in a specific cell).
38. Power Point
A PowerPoint slideshow (PPT) is a
presentation created on software from
Microsoft that allows users to add audio,
visual and audio/visual features to a
presentation. It is considered to be a
multimedia technology and also acts as a
tool for collaboration and content sharing.
PowerPoint is included in Microsoft Office,
making it one of the most well-known and
widely used brands of presentation
software.
A PowerPoint slideshow is also known as
a PowerPoint presentation.
39. • PowerPoint (PPT) is a powerful, easy-to-use presentationgraphics software program that
allows you to create professional-looking electronic slide shows.
• The image given below shows the main page of MS PowerPoint, where a person lands
when the program is opened on a computer system:
Follow the steps below to open MS
PowerPoint on a personal computer:
• Click on the start button
• Then choose “All Programs”
• Next step is to select “MS Office”
• Under MS Office, click on the “MS
PowerPoint”
40. The following elements can be added to a
Powerpoint slide:
1. Clip Art
2. Graphs
3. Tables
4. Photographs
5. Charts
6. Media Clips
7. Videos
8. Slide layout and Slide Design’s
41. Uses of Power Point Presentations
Education – With e-learning and smart classes being chosen as a common mode of
education today, PowerPoint presentations can help in makingeducation more interactive
and attract students towards the modified version of studying
Marketing – In the field of marketing, PowerPoint presentations can be extremely
important.Using graphs and charts, numbers can be shown more evidently and clearly
which may be ignored by the viewer if being read
Business – To invite investors or to show the increase or decrease in profits, MS
PowerPoint can be used
Creating Resumes – Digital resumes can be formed using MS PowerPoint. Different
patterns, photograph, etc. can be added to the resume
Depicting Growth – Since both graphics and text can be added in a presentation, depicting
the growth of a company, business, student’s marks, etc. is easier using PPT
42. Advantages of Power Point Presentations
• Quick and easy: the basic features are easy to master and can make you
appear to be organized, even if you are not.
• Simple bullet points: it can reduce complicated messages to simple bullet
points. Bullet points are a good basis for a presentation and remind the
speaker of main points and the organization of the message.
• Easy to create a colorful, attractive design: using the standard templates
and themes, you can create something visually appealing,even if you do
not have much knowledge of basic graphic design principles .
• Easy to modify: when compared to other visual aids such as charts,
posters, or objects, it is easy to modify.
• Easily re-order presentation: with a simple drag and drop or using key
strokes, you can move slides to re-order the presentation.
43. • AudienceSize: PowerPoint slides are generallyeasier to see by a large audiencewhen
projected than other visual aids.
• Easy to present: you can easily advancethe slides in the presentationone after another with a
simple key stroke while still maintaining eye contact with the audience.
• No need for Handouts:they look good visuallyand can be easily read if you have a projector
and screen that is large enough for the entire room.