
Real-time computing ensures results meet deadlines, not just correct results. It emphasizes determinism, predictability under peak loads, and low latency with minimal jitter for timely responses.
Hard, soft, and firm real-time systems differ by deadline handling, with hard requiring 100% guarantees to prevent catastrophic outcomes.
Explain why Linux is used for real-time by leveraging its hardware support, rich software ecosystem, and strong community, and show how the preempt_rt patch enables deterministic, low-latency performance.
Explore the Linux kernel as the core translator between hardware and applications, covering process and memory management, device drivers, system calls, file systems, and networking.
Explore what a process is and how the Linux scheduler uses preemptive multitasking to manage processes, states, and priorities, including CFS and real-time policies, with top, nice, and renice.
Master virtual memory concepts, including the virtual address space, process isolation, memory protection, and efficiency via paging, page faults, and swapping, plus the kernel's buddy and slab allocators.
Understand hardware interrupts and software traps, and how system calls let user apps request kernel services; PREEMPT_RT reduces latency by preempting interrupt handlers and syscalls.
Learn how determinism in operating systems yields predictable timing, bounded latency, and repeatable results, and identify nondeterminism sources such as scheduling, memory management, I/O, and interrupts.
Discover how the fifo real-time scheduling policy delivers deterministic task execution with fixed priorities, no time slicing, and preemption by higher-priority tasks, used in critical control systems.
Write a real-time Linux C++ task that sets its priority with SCHED_FIFO using pthread_setschedparam, yields with sched_yield, and loops to simulate processing and monitoring.
The lecture covers the real-time round robin scheduling policy (SCHED_RR) with time slicing and a two-millisecond quantum to fairly share CPU among same-priority tasks, including preemption.
Set the scheduling policy to SCHED_RR in a C++ application, print the system time slice (system-wide quantum, typically 100 ms), and verify the policy is round robin.
Explore the deadline scheduler, driven by dynamic priorities and earliest deadline first, using runtime, deadline, and period to guarantee deadlines under 100% CPU demand for hard real-time workloads.
Learn to implement a c++ application that sets a task to the SCHED_DEADLINE policy via a Linux syscall, defining runtime, deadline, and period in nanoseconds.
Apply best practices for real time scheduling policies, using fifo for high-priority tasks, round robin for equal priorities, and deadline scheduling with schedulability tests.
Explore Linux real-time limits by querying the kernel schedulers, including CFS, FIFO, RR, and the Deadline scheduler, and verify a 95% RT runtime against a 1 second period.
Explore how the PREEMPT_RT patch turns Linux into a real-time OS, integrated into mainline as of Linux 6.6, with full preemption, threaded interrupts, preemptible spinlocks, and priority inheritance.
Choose the right kernel version for the preempt patch to balance stability, latency, and hardware support, favoring long-term support kernels for industrial real-time deployments as mainline real-time features merge.
Install build dependencies, download and patch the kernel, configure for a fully preemptible preempt-rt kernel, build and install it, then verify with bootloader updates and latency tests.
Configure real-time linux boot parameters to optimize interrupt routing, cpu isolation, and timing at the kernel level, using thread irqs, iso CPUs, nohz_full, and rtk affinity.
Learn to create a real-time thread with pthread on a real-time Linux system by configuring fifo scheduling, setting explicit priority to 80, initializing thread attributes, and managing creation and execution.
learn to implement high-resolution timers in real-time linux by replacing sleep with nano sleep on the monotonic clock, using a 1 millisecond interval, and handling nanosecond overflow for periodic timing.
Understand how priority inheritance solves priority inversion in real-time Linux by boosting the low-priority mutex holder, and implement it in a C++ pthread example.
Learn to measure real-time latency with cyclictest, including wakeup latency, jitter, and worst-case latency, by installing rt tests, running multi-threaded tests, setting CPU affinity, and simulating stress.
Explore real-time Linux tracing with Ftrace and the trace command, capturing scheduler switches, wakeups, and latency sources. Record events and use function graph tracing for RT applications.
Review real-time linux fundamentals: processes, scheduling priorities, memory management, interrupts, and syscalls; explore rt scheduling policies and the preemptive patch for real-time c++ apps with pthreads.
Build Real-Time Systems with Linux — from Kernel Fundamentals to Deterministic Applications.
This course takes you on a practical journey through Real-Time Linux using the PREEMPT_RT patch, giving you the knowledge and tools to transform a standard Linux kernel into a low-latency, predictable, real-time platform.
Whether you’re developing for industrial automation, robotics, aerospace, or embedded systems, this course will help you understand how Linux achieves determinism — and how to design applications that meet strict timing constraints.
What You’ll Learn
The core concepts of real-time computing and determinism
How PREEMPT_RT transforms the Linux kernel for real-time performance
Building and configuring a real-time kernel (e.g., Linux 6.1)
Measuring and tuning system latency using tools like cyclictest
Writing real-time C/C++ applications with pthread, priorities, and CPU affinity
Understanding priority inheritance and scheduling policies (SCHED_FIFO, SCHED_RR, SCHED_DEADLINE)
Isolating CPUs and optimizing for predictability
Hands-On Experience
This course emphasizes practical implementation:
Build a real-time kernel from source and apply the PREEMPT_RT patch
Configure boot parameters and CPU isolation
Implement real-time applications using POSIX threads
Who This Course Is For
Embedded systems engineers and developers
Linux system programmers
Robotics and automation developers
Anyone interested in low-latency and deterministic systems
Requirements
Basic knowledge of Linux commands and shell scripting
Some C or C++ programming experience
A Linux development environment (e.g., Ubuntu, Debian, or similar)
Why Take This Course
Linux is everywhere, but standard Linux is not deterministic.
By understanding how to configure and program a real-time Linux system, you’ll unlock the ability to build responsive, reliable, and time-critical software for any industry.