May 1, 2024
Updated May 11, 2025
20 minute read
Task scheduling, at its core, is the process of assigning resources to perform tasks. Think of it like a meticulously organized kitchen in a busy restaurant. The head chef (the scheduler) must decide which cook (processor or resource) gets which dish (task) and in what order to ensure all meals go out correctly and on time. This fundamental concept is crucial in computing, where tasks can range from simple operations within a single application to complex computations distributed across vast networks of computers. The primary goals are to keep all resources efficiently utilized, enable multiple users or processes to share resources fairly, and achieve desired performance levels.
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Reading list
We've selected 25 books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Task Scheduling.
This textbook covers a wide range of topics in scheduling, including both theoretical foundations and practical applications. It is suitable for both undergraduate and graduate students.
This textbook provides a comprehensive overview of real-time scheduling, covering both theoretical foundations and practical techniques. It is suitable for both undergraduate and graduate students.
This widely used textbook provides a comprehensive introduction to operating systems, with significant coverage of CPU scheduling algorithms and concepts. It's an excellent resource for gaining a broad understanding of how operating systems manage and schedule tasks. It is commonly used as a textbook in undergraduate and graduate computer science programs.
This textbook provides a comprehensive overview of scheduling in computer systems, covering both theoretical foundations and practical techniques. It is suitable for both undergraduate and graduate students.
Focuses exclusively on scheduling in distributed computing environments. It covers analysis, design, and models for distributing processes across multiple processors, addressing an area often not covered in depth by general operating systems books. It's suitable for researchers, practitioners, and graduate students.
Another foundational text in operating systems, this book offers a detailed exploration of scheduling, including various algorithms and their implementations. It provides a strong theoretical basis and practical examples, suitable for students and professionals seeking to deepen their understanding of OS-level task scheduling. well-regarded textbook.
Comprehensive text on scheduling algorithms, covering a wide range of problems including single machine, parallel machine, and shop scheduling. It discusses various methods like linear programming, dynamic programming, and heuristics. It's suitable for those seeking a deep dive into the algorithmic aspects of scheduling.
Focused specifically on the challenges of scheduling in real-time systems, this book delves into algorithms and analysis techniques crucial for applications with strict timing constraints. It is valuable for those needing to understand scheduling in embedded systems and other time-critical environments. key resource for professionals working with real-time systems.
Provides a foundational treatise on real-time scheduling, covering policies used in industry to handle hard real-time constraints. It discusses centralized and distributed systems, message scheduling, and joint scheduling of tasks and messages. It serves as both a textbook and a reference for practitioners and developers.
Provides a focused look at task scheduling specifically within parallel and distributed systems, offering insights beyond general operating system texts. It is well-regarded for its clarity and depth on this specific topic.
Provides a comprehensive overview of scheduling algorithms, covering a wide range of problems and solution techniques. It valuable resource for understanding the algorithmic foundations of task scheduling in various contexts. The book discusses both exact and heuristic algorithms.
Provides a comprehensive overview of distributed scheduling, covering both theoretical foundations and practical techniques. It is suitable for researchers and practitioners working on distributed systems.
Offers a clear and accessible introduction to operating systems concepts, including scheduling. It is known for its engaging writing style and is suitable for beginners to intermediate learners. It provides a solid foundation for understanding the core principles of task scheduling within an operating system context. The book is available for free online in PDF form, making it a very accessible resource.
Specifically addresses task scheduling in parallel systems. It's a valuable resource for understanding the complexities of scheduling tasks across multiple processors to optimize performance.
Serves as a rich textbook covering diverse aspects of real-time systems, including architecture, specification and verification, scheduling, and real-world applications. It is useful for advanced graduate students and researchers interested in embedded computing and software.
Covers the theory and practice of real-time systems, including scheduling algorithms and their analysis. It's a valuable resource for students and professionals in the field.
Presents the basic concepts, methods, and recent developments in scheduling theory. It covers classifying scheduling problems, complexity, approximation algorithms, and classical problems. It also touches on energy-efficient scheduling and scheduling on parallel resources.
Focuses on process automation and orchestration using technologies like workflow engines. While broader than just 'task scheduling' in a computing sense, it's highly relevant to scheduling and managing automated tasks and workflows in modern distributed systems and enterprise environments.
This guide provides hands-on advice for implementing process orchestration on an enterprise level. It covers strategy, technology, and team structures for orchestrating processes that integrate systems, human work, and new technologies. It's relevant for understanding scheduling in the context of business process automation.
While not solely focused on computer science, this widely recognized project management book dedicates significant portions to planning and scheduling techniques relevant in managing any project, including software development. It provides practical methods like WBS, network scheduling, and critical path analysis.
Offers a modern and comprehensive look at project scheduling techniques, covering topics from WBS to critical path and resource scheduling. It's suitable for new project managers or those wanting a thorough understanding of scheduling methods.
Focuses on scheduling within the context of construction projects but covers fundamental scheduling principles and techniques applicable to other domains. It is written for both practitioners and students and includes detailed explanations of various scheduling methods.
This guide from the APM offers practical guidance on planning and scheduling within project management, encompassing time, cost, and risk. It's a useful reference for project management professionals.
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