This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts" related to CPU scheduling. It discusses basic scheduling concepts like multiprogramming and the CPU-I/O burst cycle. It then covers various scheduling algorithms like first-come first-served, shortest-job-first, priority scheduling, and round robin. The document also discusses optimization criteria, techniques for estimating future CPU bursts, multilevel queue scheduling, real-time scheduling, and evaluating scheduling algorithms.
This document discusses CPU scheduling in operating systems. It covers basic scheduling concepts like processes alternating between CPU and I/O bursts. It then discusses scheduling criteria like response time and algorithms like first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin. It also covers more advanced topics like multilevel queue scheduling, multiple processor scheduling, and real-time scheduling. Evaluation methods for scheduling algorithms like simulation and queueing models are also mentioned.
Senthilkanth,MCA..
The following ppt's full topic covers Operating System for BSc CS, BCA, MSc CS, MCA students..
1.Introduction
2.OS Structures
3.Process
4.Threads
5.CPU Scheduling
6.Process Synchronization
7.Dead Locks
8.Memory Management
9.Virtual Memory
10.File system Interface
11.File system implementation
12.Mass Storage System
13.IO Systems
14.Protection
15.Security
16.Distributed System Structure
17.Distributed File System
18.Distributed Co Ordination
19.Real Time System
20.Multimedia Systems
21.Linux
22.Windows
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It discusses CPU scheduling algorithms such as first-come first-served, shortest job first, priority scheduling, and round robin. It covers scheduling criteria like CPU utilization, throughput, and waiting time. It also describes techniques like multilevel feedback queues that allow processes to move between queues with different scheduling algorithms.
This document summarizes key concepts from Chapter 6 of the 9th edition of Operating System Concepts by Silberschatz, Galvin and Gagne, which covers CPU scheduling. It introduces CPU scheduling as the basis for multiprogrammed operating systems. It describes scheduling criteria like CPU utilization, throughput, turnaround time and waiting time. It then explains common scheduling algorithms like first-come first-served, shortest job first, priority scheduling and round robin. It also discusses thread scheduling, multilevel queues, and multilevel feedback queues. The objectives are to introduce CPU scheduling, describe various algorithms, and discuss criteria for selecting algorithms.
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It discusses CPU scheduling algorithms such as first-come first-served, shortest job first, priority scheduling, and round robin. It covers scheduling criteria like CPU utilization, throughput, turnaround time and waiting time. It also describes techniques like predicting next CPU burst times, aging priorities to prevent starvation, and using multilevel queues and feedback queues.
Various CPU Scheduling Algorithms in OS.ppttaricvilla
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It covers CPU scheduling, which is the basis for multiprogrammed operating systems. Various scheduling algorithms like FCFS, SJF, priority scheduling and round robin are described. Evaluation criteria for selecting scheduling algorithms like CPU utilization, throughput, turnaround time and waiting time are discussed.
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It discusses CPU scheduling, which is the basis for multiprogrammed operating systems. Various CPU scheduling algorithms are described such as first-come first-served, shortest job first, priority scheduling and round robin. Evaluation criteria for selecting a scheduling algorithm like CPU utilization, throughput, turnaround time and waiting time are also covered. The chapter examines scheduling in real systems and provides examples of scheduling algorithms.
This document discusses CPU scheduling in operating systems. It covers basic scheduling concepts like processes alternating between CPU and I/O bursts. It then discusses scheduling criteria like response time and algorithms like first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin. It also covers more advanced topics like multilevel queue scheduling, multiple processor scheduling, and real-time scheduling. Evaluation methods for scheduling algorithms like simulation and queueing models are also mentioned.
Senthilkanth,MCA..
The following ppt's full topic covers Operating System for BSc CS, BCA, MSc CS, MCA students..
1.Introduction
2.OS Structures
3.Process
4.Threads
5.CPU Scheduling
6.Process Synchronization
7.Dead Locks
8.Memory Management
9.Virtual Memory
10.File system Interface
11.File system implementation
12.Mass Storage System
13.IO Systems
14.Protection
15.Security
16.Distributed System Structure
17.Distributed File System
18.Distributed Co Ordination
19.Real Time System
20.Multimedia Systems
21.Linux
22.Windows
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It discusses CPU scheduling algorithms such as first-come first-served, shortest job first, priority scheduling, and round robin. It covers scheduling criteria like CPU utilization, throughput, and waiting time. It also describes techniques like multilevel feedback queues that allow processes to move between queues with different scheduling algorithms.
This document summarizes key concepts from Chapter 6 of the 9th edition of Operating System Concepts by Silberschatz, Galvin and Gagne, which covers CPU scheduling. It introduces CPU scheduling as the basis for multiprogrammed operating systems. It describes scheduling criteria like CPU utilization, throughput, turnaround time and waiting time. It then explains common scheduling algorithms like first-come first-served, shortest job first, priority scheduling and round robin. It also discusses thread scheduling, multilevel queues, and multilevel feedback queues. The objectives are to introduce CPU scheduling, describe various algorithms, and discuss criteria for selecting algorithms.
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It discusses CPU scheduling algorithms such as first-come first-served, shortest job first, priority scheduling, and round robin. It covers scheduling criteria like CPU utilization, throughput, turnaround time and waiting time. It also describes techniques like predicting next CPU burst times, aging priorities to prevent starvation, and using multilevel queues and feedback queues.
Various CPU Scheduling Algorithms in OS.ppttaricvilla
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It covers CPU scheduling, which is the basis for multiprogrammed operating systems. Various scheduling algorithms like FCFS, SJF, priority scheduling and round robin are described. Evaluation criteria for selecting scheduling algorithms like CPU utilization, throughput, turnaround time and waiting time are discussed.
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It discusses CPU scheduling, which is the basis for multiprogrammed operating systems. Various CPU scheduling algorithms are described such as first-come first-served, shortest job first, priority scheduling and round robin. Evaluation criteria for selecting a scheduling algorithm like CPU utilization, throughput, turnaround time and waiting time are also covered. The chapter examines scheduling in real systems and provides examples of scheduling algorithms.
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It discusses CPU scheduling, which is the basis for multiprogrammed operating systems. Various CPU scheduling algorithms are described such as first-come first-served, shortest job first, priority scheduling and round robin. Evaluation criteria for selecting a scheduling algorithm like CPU utilization, throughput, turnaround time and waiting time are also covered. The chapter examines scheduling in multi-processor and real-time systems as well as thread scheduling approaches.
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It discusses CPU scheduling, which is the basis for multiprogrammed operating systems. Various CPU scheduling algorithms are described such as first-come first-served, shortest job first, priority scheduling and round robin. Evaluation criteria for selecting a scheduling algorithm like CPU utilization, throughput, turnaround time and waiting time are also covered. The chapter examines scheduling in multi-processor and real-time systems as well as thread scheduling approaches.
The document summarizes key concepts from Chapter 6 of Operating System Concepts - 9th Edition about CPU scheduling. It discusses the goals of CPU scheduling, including maximizing CPU utilization and throughput. It describes common scheduling algorithms like first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin. It also covers more advanced techniques such as multilevel queue scheduling and multilevel feedback queue scheduling. Evaluation methods like deterministic modeling are presented to analyze and compare the performance of different scheduling algorithms.
This document summarizes key concepts from Chapter 5 of the textbook "Operating System Concepts - 8th Edition" regarding CPU scheduling. It introduces CPU scheduling as the basis for multiprogrammed operating systems. Various scheduling algorithms are described such as first-come first-served, shortest job first, priority scheduling, and round robin. Criteria for evaluating scheduling algorithms include CPU utilization, throughput, turnaround time, waiting time, and response time. Ready queues can be partitioned into multiple levels with different scheduling policies to implement multilevel queue and feedback queue scheduling.
This document discusses CPU scheduling algorithms in operating systems. It begins with an outline of the chapter topics, including basic concepts, scheduling criteria, algorithms like first-come first-served (FCFS), shortest job first (SJF), and round robin (RR). It then examines these algorithms in more detail through examples, discussing how to estimate process burst times, preemptive vs non-preemptive approaches, and optimization criteria like wait time. Real-time scheduling and examples from Windows, Linux and Solaris are also mentioned.
This document summarizes Chapter 5 from the textbook "Operating System Concepts - 8th Edition" by Silberschatz, Galvin and Gagne. The chapter introduces CPU scheduling algorithms which are important for multiprogrammed operating systems. It describes scheduling criteria like CPU utilization and waiting time. Specific algorithms covered include first-come first-served scheduling, shortest-job-first scheduling, priority scheduling, and round robin scheduling. Advanced scheduling techniques involving multiple queues and multiple processors are also discussed.
CPU Scheduling is the process through which we can find the best way to check the shortest and fastest working. Different Algorithms are explained here in this chapter. First-come-first-servers, Shortest Job First, Shortest remaining time first,
Round Robin, Priority Scheduler.
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts Essentials" on CPU scheduling. It introduces CPU scheduling as the basis for multiprogrammed operating systems. It describes scheduling criteria like CPU utilization, throughput, turnaround time and waiting time. It then explains common scheduling algorithms like First-Come First-Served, Shortest Job First, Priority Scheduling and Round Robin. It also covers advanced scheduling techniques such as multilevel queues and multilevel feedback queues.
cpu scheduling bassically tell us about the outer structure or the managemnet of the computer tha how it is done ,it bassically tell us about how our cpu is scheduled.
This document discusses CPU scheduling in operating systems. It introduces CPU scheduling as the basis for multiprogrammed operating systems. Various scheduling algorithms are described such as first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin (RR). Evaluation criteria for scheduling algorithms like CPU utilization, throughput, turnaround time, and waiting time are also presented. Multilevel queue and multilevel feedback queue scheduling are discussed as ways to improve performance.
This document summarizes key concepts related to CPU scheduling from Chapter 6 of the textbook "Operating System Concepts Essentials – 2nd Edition". It covers basic CPU scheduling concepts, different scheduling algorithms like FCFS, SJF, priority scheduling and round robin. It also discusses scheduling criteria, thread scheduling, multilevel queues, and the pthread scheduling API. The goal is to introduce CPU scheduling techniques used in modern operating systems.
The document discusses CPU scheduling algorithms in operating systems. It covers basic scheduling concepts, criteria for evaluating algorithms, and examples of common algorithms like first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin (RR). It also discusses more advanced topics like multilevel queue scheduling, real-time scheduling, thread scheduling, and scheduling on multiprocessor and multicore systems.
Operating System - CPU Scheduling IntroductionJimmyWilson26
This document summarizes key concepts from Chapter 5 of the textbook "Operating System Concepts - 8th Edition" regarding CPU scheduling. It introduces CPU scheduling as the basis for multiprogrammed operating systems. It describes various scheduling algorithms like first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin (RR). It also covers scheduling criteria for optimization and examples of applying the different algorithms.
This document summarizes a chapter on CPU scheduling from a textbook. It discusses key concepts in CPU scheduling like scheduling criteria, algorithms, and evaluation methods. The major scheduling algorithms covered are first-come, first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin (RR). It also discusses more advanced topics like multilevel queue scheduling, multilevel feedback queues, multiple processor scheduling, and real-time scheduling.
This document summarizes key concepts from Chapter 5 of the textbook "Operating System Concepts - 10th Edition" regarding CPU scheduling. It covers common CPU scheduling algorithms like first-come first-served, shortest job first, round robin, and priority scheduling. It also discusses scheduling criteria to evaluate algorithms and challenges like starvation for low priority processes. Multilevel queues, multilevel feedback queues, and thread scheduling concepts are presented. The objectives of describing various scheduling techniques, assessing them, and applying modeling and simulations to evaluate performance are outlined.
This document provides an overview of CPU scheduling algorithms in operating systems. It begins with basic concepts like CPU utilization and I/O burst cycles. It then discusses various scheduling criteria like throughput and turnaround time. Common scheduling algorithms covered include first-come first-served, shortest job first, round robin, priority scheduling, and multilevel queue scheduling. It also addresses thread scheduling, multiprocessor scheduling, and real-time scheduling. The objectives are to describe and evaluate various CPU scheduling algorithms based on scheduling criteria.
This document discusses CPU scheduling concepts and algorithms. It begins by explaining the CPU-I/O burst cycle where processes alternate between CPU and I/O bursts. It then describes the role of the CPU scheduler in allocating the CPU whenever it becomes idle. Various scheduling algorithms are discussed, including first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin. Multiprocessor scheduling is also briefly introduced.
CPU scheduling involves selecting which process to execute next from among processes in memory. There are several criteria for evaluating CPU scheduling algorithms, including CPU utilization, throughput, turnaround time, waiting time, and response time. Common algorithms include first-come, first-served (FCFS), shortest-job-first (SJF), priority scheduling, and round robin (RR). Multilevel queue and feedback queue scheduling involve partitioning processes into multiple queues that use different scheduling policies.
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It discusses CPU scheduling, which is the basis for multiprogrammed operating systems. Various CPU scheduling algorithms are described such as first-come first-served, shortest job first, priority scheduling and round robin. Evaluation criteria for selecting a scheduling algorithm like CPU utilization, throughput, turnaround time and waiting time are also covered. The chapter examines scheduling in multi-processor and real-time systems as well as thread scheduling approaches.
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts - 9th Edition" by Silberschatz, Galvin and Gagne. It discusses CPU scheduling, which is the basis for multiprogrammed operating systems. Various CPU scheduling algorithms are described such as first-come first-served, shortest job first, priority scheduling and round robin. Evaluation criteria for selecting a scheduling algorithm like CPU utilization, throughput, turnaround time and waiting time are also covered. The chapter examines scheduling in multi-processor and real-time systems as well as thread scheduling approaches.
The document summarizes key concepts from Chapter 6 of Operating System Concepts - 9th Edition about CPU scheduling. It discusses the goals of CPU scheduling, including maximizing CPU utilization and throughput. It describes common scheduling algorithms like first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin. It also covers more advanced techniques such as multilevel queue scheduling and multilevel feedback queue scheduling. Evaluation methods like deterministic modeling are presented to analyze and compare the performance of different scheduling algorithms.
This document summarizes key concepts from Chapter 5 of the textbook "Operating System Concepts - 8th Edition" regarding CPU scheduling. It introduces CPU scheduling as the basis for multiprogrammed operating systems. Various scheduling algorithms are described such as first-come first-served, shortest job first, priority scheduling, and round robin. Criteria for evaluating scheduling algorithms include CPU utilization, throughput, turnaround time, waiting time, and response time. Ready queues can be partitioned into multiple levels with different scheduling policies to implement multilevel queue and feedback queue scheduling.
This document discusses CPU scheduling algorithms in operating systems. It begins with an outline of the chapter topics, including basic concepts, scheduling criteria, algorithms like first-come first-served (FCFS), shortest job first (SJF), and round robin (RR). It then examines these algorithms in more detail through examples, discussing how to estimate process burst times, preemptive vs non-preemptive approaches, and optimization criteria like wait time. Real-time scheduling and examples from Windows, Linux and Solaris are also mentioned.
This document summarizes Chapter 5 from the textbook "Operating System Concepts - 8th Edition" by Silberschatz, Galvin and Gagne. The chapter introduces CPU scheduling algorithms which are important for multiprogrammed operating systems. It describes scheduling criteria like CPU utilization and waiting time. Specific algorithms covered include first-come first-served scheduling, shortest-job-first scheduling, priority scheduling, and round robin scheduling. Advanced scheduling techniques involving multiple queues and multiple processors are also discussed.
CPU Scheduling is the process through which we can find the best way to check the shortest and fastest working. Different Algorithms are explained here in this chapter. First-come-first-servers, Shortest Job First, Shortest remaining time first,
Round Robin, Priority Scheduler.
This document summarizes key concepts from Chapter 6 of the textbook "Operating System Concepts Essentials" on CPU scheduling. It introduces CPU scheduling as the basis for multiprogrammed operating systems. It describes scheduling criteria like CPU utilization, throughput, turnaround time and waiting time. It then explains common scheduling algorithms like First-Come First-Served, Shortest Job First, Priority Scheduling and Round Robin. It also covers advanced scheduling techniques such as multilevel queues and multilevel feedback queues.
cpu scheduling bassically tell us about the outer structure or the managemnet of the computer tha how it is done ,it bassically tell us about how our cpu is scheduled.
This document discusses CPU scheduling in operating systems. It introduces CPU scheduling as the basis for multiprogrammed operating systems. Various scheduling algorithms are described such as first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin (RR). Evaluation criteria for scheduling algorithms like CPU utilization, throughput, turnaround time, and waiting time are also presented. Multilevel queue and multilevel feedback queue scheduling are discussed as ways to improve performance.
This document summarizes key concepts related to CPU scheduling from Chapter 6 of the textbook "Operating System Concepts Essentials – 2nd Edition". It covers basic CPU scheduling concepts, different scheduling algorithms like FCFS, SJF, priority scheduling and round robin. It also discusses scheduling criteria, thread scheduling, multilevel queues, and the pthread scheduling API. The goal is to introduce CPU scheduling techniques used in modern operating systems.
The document discusses CPU scheduling algorithms in operating systems. It covers basic scheduling concepts, criteria for evaluating algorithms, and examples of common algorithms like first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin (RR). It also discusses more advanced topics like multilevel queue scheduling, real-time scheduling, thread scheduling, and scheduling on multiprocessor and multicore systems.
Operating System - CPU Scheduling IntroductionJimmyWilson26
This document summarizes key concepts from Chapter 5 of the textbook "Operating System Concepts - 8th Edition" regarding CPU scheduling. It introduces CPU scheduling as the basis for multiprogrammed operating systems. It describes various scheduling algorithms like first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin (RR). It also covers scheduling criteria for optimization and examples of applying the different algorithms.
This document summarizes a chapter on CPU scheduling from a textbook. It discusses key concepts in CPU scheduling like scheduling criteria, algorithms, and evaluation methods. The major scheduling algorithms covered are first-come, first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin (RR). It also discusses more advanced topics like multilevel queue scheduling, multilevel feedback queues, multiple processor scheduling, and real-time scheduling.
This document summarizes key concepts from Chapter 5 of the textbook "Operating System Concepts - 10th Edition" regarding CPU scheduling. It covers common CPU scheduling algorithms like first-come first-served, shortest job first, round robin, and priority scheduling. It also discusses scheduling criteria to evaluate algorithms and challenges like starvation for low priority processes. Multilevel queues, multilevel feedback queues, and thread scheduling concepts are presented. The objectives of describing various scheduling techniques, assessing them, and applying modeling and simulations to evaluate performance are outlined.
This document provides an overview of CPU scheduling algorithms in operating systems. It begins with basic concepts like CPU utilization and I/O burst cycles. It then discusses various scheduling criteria like throughput and turnaround time. Common scheduling algorithms covered include first-come first-served, shortest job first, round robin, priority scheduling, and multilevel queue scheduling. It also addresses thread scheduling, multiprocessor scheduling, and real-time scheduling. The objectives are to describe and evaluate various CPU scheduling algorithms based on scheduling criteria.
This document discusses CPU scheduling concepts and algorithms. It begins by explaining the CPU-I/O burst cycle where processes alternate between CPU and I/O bursts. It then describes the role of the CPU scheduler in allocating the CPU whenever it becomes idle. Various scheduling algorithms are discussed, including first-come first-served (FCFS), shortest job first (SJF), priority scheduling, and round robin. Multiprocessor scheduling is also briefly introduced.
CPU scheduling involves selecting which process to execute next from among processes in memory. There are several criteria for evaluating CPU scheduling algorithms, including CPU utilization, throughput, turnaround time, waiting time, and response time. Common algorithms include first-come, first-served (FCFS), shortest-job-first (SJF), priority scheduling, and round robin (RR). Multilevel queue and feedback queue scheduling involve partitioning processes into multiple queues that use different scheduling policies.
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.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
artificial intelligence and data science contents.pptxGauravCar
What is artificial intelligence? Artificial intelligence is the ability of a computer or computer-controlled robot to perform tasks that are commonly associated with the intellectual processes characteristic of humans, such as the ability to reason.
› ...
Artificial intelligence (AI) | Definitio
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.
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
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.
2. Silberschatz, Galvin and Gagne 2002
6.2
Operating System Concepts
Basic Concepts
Maximum CPU utilization obtained with
multiprogramming
CPU–I/O Burst Cycle – Process execution consists of a
cycle of CPU execution and I/O wait.
CPU burst distribution
3. Silberschatz, Galvin and Gagne 2002
6.3
Operating System Concepts
Alternating Sequence of CPU And I/O Bursts
5. Silberschatz, Galvin and Gagne 2002
6.5
Operating System Concepts
CPU Scheduler
Selects from among the processes in memory that are
ready to execute, and allocates the CPU to one of them.
CPU scheduling decisions may take place when a
process:
1. Switches from running to waiting state.
2. Switches from running to ready state.
3. Switches from waiting to ready.
4. Terminates.
Scheduling under 1 and 4 is nonpreemptive.
All other scheduling is preemptive.
6. Silberschatz, Galvin and Gagne 2002
6.6
Operating System Concepts
Dispatcher
Dispatcher module gives control of the CPU to the
process selected by the short-term scheduler; this
involves:
switching context
switching to user mode
jumping to the proper location in the user program to restart
that program
Dispatch latency – time it takes for the dispatcher to stop
one process and start another running.
7. Silberschatz, Galvin and Gagne 2002
6.7
Operating System Concepts
Scheduling Criteria
CPU utilization – keep the CPU as busy as possible
Throughput – # of processes that complete their
execution per time unit
Turnaround time – amount of time to execute a particular
process
Waiting time – amount of time a process has been waiting
in the ready queue
Response time – amount of time it takes from when a
request was submitted until the first response is
produced, not output (for time-sharing environment)
8. Silberschatz, Galvin and Gagne 2002
6.8
Operating System Concepts
Optimization Criteria
Max CPU utilization
Max throughput
Min turnaround time
Min waiting time
Min response time
9. Silberschatz, Galvin and Gagne 2002
6.9
Operating System Concepts
First-Come, First-Served (FCFS) Scheduling
Process Burst Time
P1 24
P2 3
P3 3
Suppose that the processes arrive in the order: P1 , P2 , P3
The Gantt Chart for the schedule is:
Waiting time for P1 = 0; P2 = 24; P3 = 27
Average waiting time: (0 + 24 + 27)/3 = 17
P1 P2 P3
24 27 30
0
10. Silberschatz, Galvin and Gagne 2002
6.10
Operating System Concepts
FCFS Scheduling (Cont.)
Suppose that the processes arrive in the order
P2 , P3 , P1 .
The Gantt chart for the schedule is:
Waiting time for P1 = 6; P2 = 0; P3 = 3
Average waiting time: (6 + 0 + 3)/3 = 3
Much better than previous case.
Convoy effect short process behind long process
P1
P3
P2
6
3 30
0
11. Silberschatz, Galvin and Gagne 2002
6.11
Operating System Concepts
Shortest-Job-First (SJR) Scheduling
Associate with each process the length of its next CPU
burst. Use these lengths to schedule the process with the
shortest time.
Two schemes:
nonpreemptive – once CPU given to the process it cannot
be preempted until completes its CPU burst.
preemptive – if a new process arrives with CPU burst length
less than remaining time of current executing process,
preempt. This scheme is know as the
Shortest-Remaining-Time-First (SRTF).
SJF is optimal – gives minimum average waiting time for
a given set of processes.
12. Silberschatz, Galvin and Gagne 2002
6.12
Operating System Concepts
Process Arrival Time Burst Time
P1 0.0 7
P2 2.0 4
P3 4.0 1
P4 5.0 4
SJF (non-preemptive)
Average waiting time = (0 + 6 + 3 + 7)/4 - 4
Example of Non-Preemptive SJF
P1 P3 P2
7
3 16
0
P4
8 12
13. Silberschatz, Galvin and Gagne 2002
6.13
Operating System Concepts
Example of Preemptive SJF
Process Arrival Time Burst Time
P1 0.0 7
P2 2.0 4
P3 4.0 1
P4 5.0 4
SJF (preemptive)
Average waiting time = (9 + 1 + 0 +2)/4 - 3
P1 P3
P2
4
2 11
0
P4
5 7
P2 P1
16
14. Silberschatz, Galvin and Gagne 2002
6.14
Operating System Concepts
Determining Length of Next CPU Burst
Can only estimate the length.
Can be done by using the length of previous CPU bursts,
using exponential averaging.
:
Define
4.
1
0
,
3.
burst
CPU
next
the
for
value
predicted
2.
burst
CPU
of
lenght
actual
1.
1
n
th
n n
t
.
t n
n
n
1
1
15. Silberschatz, Galvin and Gagne 2002
6.15
Operating System Concepts
Prediction of the Length of the Next CPU Burst
16. Silberschatz, Galvin and Gagne 2002
6.16
Operating System Concepts
Examples of Exponential Averaging
=0
n+1 = n
Recent history does not count.
=1
n+1 = tn
Only the actual last CPU burst counts.
If we expand the formula, we get:
n+1 = tn+(1 - ) tn -1 + …
+(1 - )j tn -1 + …
+(1 - )n=1 tn 0
Since both and (1 - ) are less than or equal to 1, each
successive term has less weight than its predecessor.
17. Silberschatz, Galvin and Gagne 2002
6.17
Operating System Concepts
Priority Scheduling
A priority number (integer) is associated with each
process
The CPU is allocated to the process with the highest
priority (smallest integer highest priority).
Preemptive
nonpreemptive
SJF is a priority scheduling where priority is the predicted
next CPU burst time.
Problem Starvation – low priority processes may never
execute.
Solution Aging – as time progresses increase the
priority of the process.
18. Silberschatz, Galvin and Gagne 2002
6.18
Operating System Concepts
Round Robin (RR)
Each process gets a small unit of CPU time (time
quantum), usually 10-100 milliseconds. After this time
has elapsed, the process is preempted and added to the
end of the ready queue.
If there are n processes in the ready queue and the time
quantum is q, then each process gets 1/n of the CPU time
in chunks of at most q time units at once. No process
waits more than (n-1)q time units.
Performance
q large FIFO
q small q must be large with respect to context switch,
otherwise overhead is too high.
19. Silberschatz, Galvin and Gagne 2002
6.19
Operating System Concepts
Example of RR with Time Quantum = 20
Process Burst Time
P1 53
P2 17
P3 68
P4 24
The Gantt chart is:
Typically, higher average turnaround than SJF, but better
response.
P1 P2 P3 P4 P1 P3 P4 P1 P3 P3
0 20 37 57 77 97 117 121 134 154 162
20. Silberschatz, Galvin and Gagne 2002
6.20
Operating System Concepts
Time Quantum and Context Switch Time
21. Silberschatz, Galvin and Gagne 2002
6.21
Operating System Concepts
Turnaround Time Varies With The Time Quantum
22. Silberschatz, Galvin and Gagne 2002
6.22
Operating System Concepts
Multilevel Queue
Ready queue is partitioned into separate queues:
foreground (interactive)
background (batch)
Each queue has its own scheduling algorithm,
foreground – RR
background – FCFS
Scheduling must be done between the queues.
Fixed priority scheduling; (i.e., serve all from foreground
then from background). Possibility of starvation.
Time slice – each queue gets a certain amount of CPU time
which it can schedule amongst its processes; i.e., 80% to
foreground in RR
20% to background in FCFS
24. Silberschatz, Galvin and Gagne 2002
6.24
Operating System Concepts
Multilevel Feedback Queue
A process can move between the various queues; aging
can be implemented this way.
Multilevel-feedback-queue scheduler defined by the
following parameters:
number of queues
scheduling algorithms for each queue
method used to determine when to upgrade a process
method used to determine when to demote a process
method used to determine which queue a process will enter
when that process needs service
25. Silberschatz, Galvin and Gagne 2002
6.25
Operating System Concepts
Example of Multilevel Feedback Queue
Three queues:
Q0 – time quantum 8 milliseconds
Q1 – time quantum 16 milliseconds
Q2 – FCFS
Scheduling
A new job enters queue Q0 which is served FCFS. When it
gains CPU, job receives 8 milliseconds. If it does not finish
in 8 milliseconds, job is moved to queue Q1.
At Q1 job is again served FCFS and receives 16 additional
milliseconds. If it still does not complete, it is preempted
and moved to queue Q2.
27. Silberschatz, Galvin and Gagne 2002
6.27
Operating System Concepts
Multiple-Processor Scheduling
CPU scheduling more complex when multiple CPUs are
available.
Homogeneous processors within a multiprocessor.
Load sharing
Asymmetric multiprocessing – only one processor
accesses the system data structures, alleviating the need
for data sharing.
28. Silberschatz, Galvin and Gagne 2002
6.28
Operating System Concepts
Real-Time Scheduling
Hard real-time systems – required to complete a critical
task within a guaranteed amount of time.
Soft real-time computing – requires that critical processes
receive priority over less fortunate ones.
30. Silberschatz, Galvin and Gagne 2002
6.30
Operating System Concepts
Algorithm Evaluation
Deterministic modeling – takes a particular predetermined
workload and defines the performance of each algorithm
for that workload.
Queueing models
Implementation
31. Silberschatz, Galvin and Gagne 2002
6.31
Operating System Concepts
Evaluation of CPU Schedulers by Simulation