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Deploying neural networks and intelligent decision loops on raw silicon targets.
How the Kernel preserves a Process between interruptions.
Imagine reading a large, complex textbook. Suddenly, the phone rings.
You cannot simply close the book and walk away. If you do, you will lose your place and have to search through hundreds of pages to find where you left off. Instead, you perform a simple action: you place a bookmark on the page.
The bookmark doesn't contain the story of the book. It is simply a tiny record that preserves your exact place, allowing you to close the book, take the call, and later open the textbook to continue reading as if you had never been interrupted.
The Kernel needs a bookmark for every process.
To solve this problem, the Kernel creates a dedicated tracking record for every process the moment it is born.
Whenever a process is interrupted, the Kernel does not simply wipe the CPU core's state. Instead, it copies the process's current execution status into this tracking record. When the process is selected to run again, the Kernel reads this record, restores the state, and points the CPU back to the exact instruction where it was paused.
This dedicated record is called the Process Control Block (PCB).
The lifecycle of preemption and state preservation operates in a continuous loop:
What information must a "bookmark" store to preserve a process? Rather than capturing the entire memory footprint of the program, the PCB holds key metadata fields:
A running user process executes instructions within its own memory bounds. But a process is not permitted to touch or modify its own "bookmark." If it could, a bug inside a program could overwrite its own state or access the bookmarks of other programs, compromising security.
Therefore, PCBs live entirely inside Kernel Memory.
When a process executes, it sits in User Space. But the moment an interrupt triggers, control swaps to Supervisor Mode, and the Kernel saves the state into its own protected region of RAM:
The Process Control Block ensures that no task is lost. Because of these bookmarks, the Kernel has the power to capture the exact state of any execution line.
But memory alone does not bring a process back to life. Having a bookmark inside a book does not open the page or begin the reading.
The Kernel now remembers every process.
But remembering alone does not resume execution.
How does one running process... become another?
PrajnaEdge is a technology company exploring the space between understanding technology, experimenting with ideas, and turning them into things that can be experienced.
PrajnaEdge began with Embedded Systems — exploring the foundations that connect hardware, software and intelligent computation.
The first technology universe is built around that foundation. The journey will expand as new ideas, experiments and products emerge.
PrajnaEdge is a technology company created by Devaharsha Meesarapu.
I am the engineer behind the design, development, and content of PrajnaEdge. I build low-level systems where code directly controls hardware, bridging the gap between register-level silicon behavior and intelligent edge decision loops.
I am an Embedded Firmware Engineer focused on developing software for resource-constrained systems. My experience spans bare-metal firmware, device drivers, microcontroller peripherals, and communication protocols, working across the boundary between hardware and software.
My work has involved microcontroller-based systems, real-time behaviour, hardware interfaces, and communication technologies such as CAN, CAN FD, UART, SPI, and I²C. I am particularly interested in understanding systems from the lowest level upward—from registers and peripherals to intelligent edge systems.
Engineering is not just about writing code; it is about managing constraints, timings, and physical hardware characteristics. True mastery of complex systems comes from understanding the interactions across different layers of the stack.
This conviction is why I built PrajnaEdge—to bridge the gap between conceptual theory and direct, register-level physical reality.
Software that runs directly on hardware without an operating system.
"Every embedded application begins long before main()."
An Operating System manages hardware and software resources so complex applications can work efficiently.
"When one loop is no longer enough to carry the burden."
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PrajnaEdge is an interactive learning platform designed for systems engineers, developers, and technology enthusiasts. The educational materials, simulation blocks, and visual code tracers are provided for instruction and concept validation. We make no warranty regarding their completeness or applicability to real-world industrial systems.
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