Working Set Strategy
Duration: 6 min
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Inside: a video lesson and guided study material.
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- About the course: About the Course
- Mathematical Aptitude: Number System, HCF LCM, Divisibility Rules, Percentage, Ratio and Proportion (Ratios), Average, Profit and Loss, Time and Work, Mensuration and Geometry, Simple Interest and Compound Interest, Speed Time and Distance, Age Problems, Mixture and Alligation, Algebra, Powers and Exponents (Surds and Indices), Pipe and Cistern, Trigonometry, Statistics, Data Interpretation, Arithmetic
- Logical Reasoning: Series (Number and Letter Series) (Numerical Relations and Reasoning), Coding Decoding, Analogy, Blood Relations, Directions (Direction Test), Ranking, Order and Sequence, Non Verbal Reasoning (Spatial Aptitude) (Spatial Reasoning) (Visual Reasoning), Seating Arrangements, Syllogisms, Venn Diagram, Puzzle Solving (Puzzles), Logical Sequence Of Words, Deductive and Inductive Reasoning (Logical Deduction and Induction) (Prepositional Reasoning), Analytical Reasoning (Counting Figures Reasoning), Cubes & Dices, Calendar, Clock
- General Knowledge: Physics, Chemistry, Biology, History, Geography, Polity, Indian Economy, GK- Current Affairs, Static General Knowledge
- Art of Teaching: Nature, Objectives & Characteristics of Teaching, Learners & Learning Process, Factors Affecting Teaching, Methods of Teaching, Classroom Management & Communication, Teaching-Learning Aids & ICT Integration, Evaluation, Assessment & Measurement, Professional Development & Ethics, Policies, Acts & Contemporary Issues, Curriculum & School Environment, Guidance, Counselling & Mental Health, Inclusive Education & Special Needs, Micro-Teaching & Teaching Skills, Lesson Planning
- Environmental Science: Environment
- Unit 1 | Digital Electronics: Digital Systems & Boolean Basics, Logic Gates & Hardware, Boolean Expression, Boolean Minimization, Combinational Circuit, Sequential Circuits, Number System, Number Representation
- Unit 2 | COA: Basics of COA, Floating Point Rep, Cache Memory Organization, Input Output Organisation, Instr Formats & Modes, Control Unit Design, Register Transfer and Microoperations, Programming the Basic Computer
- Unit 3 | C Programming: C Fundamentals, Control Flow, Functions, Arrays & Pointers, Storage Classes, Structures & Enums, DMA, Macros, Scoping & File Handling
- Unit 3 | Data Structures: Introduction to DS, Array, Stack, Queue, Linked List, Tree, Graphs, Hashing
- Unit 4 | Algorithms: Algorithm Analysis, Time Complexity Analysis, Sorting Algorithms, Dynamic Programming, Minimum Spanning Trees, Shortest Path Algos, Advanced Algorithms
- Unit 5 | Operating System: Introduction to OS, Process Management, CPU Scheduling, Process Synchronization, Threads & Process Creation, Deadlock, Memory Management, Virtual Memory, Disc Scheduling, File Management
- Unit 6 | Database Management System: Basics of DBMS, ER Diagram, Relational Model & Functional Dependencies, Keys & Integrity Constraints, Normalization (1NF - BCNF), Decomposition Properties & 4NF, File Organization & Indexing, Relational Algebra, SQL, Transaction Management, Concurrency Control
- Unit 7 | Computer Networks: Introduction to CN, Data Communication, DLL: Access Control, DLL: Flow Control, DLL: Error Control, DLL: Framing, Data Link Layer - Ethernet, Net Layer: IPv4 & Proto, Net Layer: IP Addressing, Net Layer:Routing Protocol, Transport Layer Services, TL: Congestion & UDP, Application Layer
- Unit 8 | Software Engineering: Fundamentals of Software Engineering, Software Requirements and Quality Assurance, Software Design, Estimation and Metrics, Software Testing, Software Maintenance and Configuration Management
- Unit 9 | Object Oriented Programming: OOPS with C++
- Unit 10 | Web Development: HTML Basics, CSS, JavaScript-Basics, XML
- Unit 11 | Theory Of Computation: Introduction to TOC, Deterministic FA (DFA), Non-Deterministic FA, Regular Expressions, Grammar, Regular Language Properties, Moore & Mealy Machines, Pushdown Automata & CFG, Turing Machines
- Unit 12 | IoT: Emerging Tech Trends, Cloud Computing
- Unit 13 | Artificial Intelligence: Approaches to AI, Search Algorithms, Game Playing, Knowledge Representation, Natural Language Processing, Artificial Neural Networks, Genetic Algorithms
- Unit 14 | E-Commerce: Electronic Data Interchange and E-Commerce, Role of Internet and Web Services, Security in Mobile and Wireless Computing, Physical Security and Cryptography Basics, Cyber Safety and Security
- Unit 15 | Multimedia: Multimedia
- Unit 16 | Python: Introduction to Python, Tokens, Variables, Data Types, I/O, Operators & Expressions, Control Flow & Looping, Collections & Strings, Functions & Modules, File Handling & Data Analysis, DSA using Python
- Full Length Mock Tests — General Paper:
- Full Length Mock Tests — Computer Science (Paper II):
AI summary & chapters
AI Summary
An AI-generated summary of this video lecture.
The video lecture introduces the Working Set Strategy in operating systems, focusing on the locality model of process execution. The instructor explains that a program moves through different localities, where a locality is defined as a set of pages actively used together. Using a page reference table, he demonstrates how to calculate the working set at specific time points ($t_1$ and $t_2$) by analyzing the pages referenced within a fixed window size ($\Delta$). The lesson highlights the dynamic nature of memory requirements as a process transitions between different localities.
Chapters
0:00 – 2:00 00:00-02:00
The video begins with a slide titled 'The Working Set Strategy'. The instructor reads the first bullet point: 'This approach defines the locality model of process execution.' He then explains the second point, stating that as a process executes, it moves from locality to locality. He defines a locality as 'a set of pages that are actively used together.' He points to the third bullet point, noting that a program is generally composed of several different localities which may overlap. He gestures towards the 'page reference table' at the bottom of the slide, which lists a sequence of numbers like 2, 6, 1, 5, 7, 7, 7, 7, 5, 1, 6, 2, 3, 4, 1, 2, 3, 4, 4, 4, 3, 4, 3, 4, 4, 4, 1, 3, 2, 3, 4, 4, 4, 3, 4, 4, 4.
2:00 – 5:00 02:00-05:00
The instructor focuses on the diagram below the table, which shows time points $t_1$ and $t_2$ with a window size $\Delta$. He explains that the working set at time $t$, denoted as $WS(t)$, consists of the pages referenced in the interval $[t - \Delta, t]$. He draws a box around the sequence ending at $t_1$, which includes the numbers 2, 6, 1, 5, 7, 7, 7, 7, 5, 1. He identifies the unique pages in this window as {1, 2, 5, 6, 7}. He writes $WS(t_1) = \{1, 2, 5, 6, 7\}$ and counts the number of unique pages, writing a '5' below it to represent the working set size. He then moves to $t_2$, drawing a box around the sequence ending there, which includes 3, 4, 4, 4, 3, 4, 3, 4, 4, 4, 1. He identifies the unique pages as {3, 4}. He writes $WS(t_2) = \{3, 4\}$ and counts the unique pages, writing a '2' below it.
5:00 – 5:40 05:00-05:40
The instructor concludes the example by comparing the two working sets. He points to the numbers 3 and 4 in the reference table, emphasizing that these are the pages currently being used at time $t_2$. He explains that the working set size has decreased from 5 to 2, indicating a shift in the process's locality. He reiterates that the working set strategy helps in determining the number of frames a process needs in memory to avoid thrashing. He gestures back and forth between the two time points to show the transition from one locality to another.
The lesson progresses from theoretical definition to practical application. It starts with the definition of locality and the working set strategy, then moves to a concrete example using a page reference string. The instructor demonstrates how to calculate the working set size at different time points by analyzing the recent history of page accesses within a fixed window $\Delta$. This illustrates the dynamic nature of memory requirements for a process.