シャドーイング練習: The Most Successful Idea in Computer Science - YouTubeで英語スピーキングを学ぶ

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This video was sponsored by Brilliant.

In a previous episode, we talked about concurrency. The direction of this channel is now shifting toward lower-level concepts more closely related to operating systems, such as CPU scheduling, threads, paging, and virtual memory.

The challenge with these topics is that all of them are deeply tied to a concept we haven’t yet covered in detail.

Today we’re going to dive into the technical details of processes.

Hi friends, my name is George. And this, is core dumped.

As we discussed in my previous video, a process is informally defined as a program in execution, meaning that these two concepts are not the same.

A program is a passive entity, such as an executable file that we can launch to start running.

When we run a program, what happens internally is that its executable file is loaded into memory.

At this point, our program becomes a process. The execution of this process though might require additional memory to store user input and temporary results.

The operating system is responsible for allocating that memory.

The memory assigned to it has a special name: the address space of the process.

We’ll return to this concept later in the video, so keep it in mind.

A process, however, is more than just its address space.

As we know, modern operating systems use concurrency, allowing multiple processes to execute by alternating access to computer resources.

Internally, alternating access to the CPU is achieved by placing processes in a queue. We'll understand how this work by the end of this video. The key point now is that at any given moment, only one process can use the CPU, while all others wait their turn.

Remember, the CPU has internal components like general-purpose registers, the instruction register, the address register (also known as the program counter), the stack pointer, and even flags. When a process gains access to the CPU, it uses these components to manipulate and move data. This is what running a program essentially is, as we've covered in previous episodes. But, alternating CPU access between multiple processes is not as simple as it sounds. If we simply switch processes, the process that gains access to the CPU would find itself in a CPU state belonging to the previous process.

This leads to two major issues: First, this is a severe security risk since the current process could access sensitive information from the previous process.

I mean, imagine if the previous process was hashing a password, part of that password could still be stored in the registers. Nothing would stop the current process from reading that information for malicious purposes. So, the first concern here is security.

Now, let’s assume that all processes are honest and won’t use the information from a previous process. Does that solve all the problems? Well… no.

Even if the current process has no intention of using that information, it still needs to manipulate the registers to carry out its own tasks. In doing so, it alters the CPU state of the previous process. So, when the previous process regains CPU access later, the CPU state it had when it was interrupted would be lost.

So, the second concern here is correctness of execution.

This might be a bit difficult to follow, so let me show you an example.

Let’s say we want to run two programs. When compiled to assembly, they look something like this. To be executed by the computer, the code must first be compiled into machine code.

Since binary can be hard to follow, we’ll show the instructions in assembly for educational purposes.

Let’s assume that both programs are launched at the same time.

To run them, they are loaded into memory. And for simplicity, let’s also say the concurrency model used by the operating system allows each process to execute up to two instructions before switching CPU access to a different process.

To start executing the first process, the operating system sets the program counter so the CPU can begin fetching instructions for that process.

The first instruction tells the CPU to load the value 12 into register 0.

That’s one instruction. This process can still execute one more instruction before the operating system reallocates the CPU to the second process. The second instruction tells the CPU to load the value 20 into register 1. That completes two instructions. At this point, the operating system sets the program counter so the CPU can start executing the second process.

Now that the program counter points to the executable code of the second process, we can say the CPU is allocated to it. Note that while the second process now has control of the CPU, the data the first process was working with is still present in the registers.

Again, we assume this second process is not malicious and will mind its own business.

The first instruction of the second process tells the CPU to load the value 100 into register 0.

That’s one instruction. The next instruction tells the CPU to load the value 35 into register 1. Now two consecutive instructions have been executed, so the operating system must reallocate the CPU back to the first process.

For this, it needs to set the program counter to the correct address so the first process can continue exactly where it left off. But… first mistake! We didn’t store that address anywhere before allocating the CPU to the second process, so now we can’t resume the first process.

Here’s where things start to go wrong. Let’s assume that the operating system had saved the program counter value and is able to restore it properly.

The first process regains control of the CPU and continues execution from where it was interrupted.

Now the third instruction is telling the CPU to add the values currently held in registers 0 and 1, which are supposed to be 12 and 20, respectively. However, since the second process modified the registers during its execution, the CPU will now add the wrong numbers.

The CPU, simply following instructions, has no way of knowing what happened, so it will continue executing the process using the incorrect data. And problems don’t stop there. In this example, the first process overwrites the value in register 0 during the addition. So, when the operating system reallocates the CPU to the second process, its CPU state will also be altered.

In a similar way, the second process will continue executing, but it will end up not only adding the wrong values but also storing the wrong result. In the end, we’ve managed to mess up both processes' results. Where the first process should have produced 32, it now gives us 135. And where the second process should have produced 135, it instead gives us 170.

Perhaps the worst part here is that these wrong values are not deterministic. For example, if we had added a third process, or if the second program was launched even a few milliseconds later, we would’ve seen completely different wrong results.

This problem becomes a nightmare when we consider that modern computers handle hundreds of processes at once. And to make matters worse, in practice, it is extremely difficult to predict the exact order in which processes will execute, as we’ll learn in the CPU scheduling video.

Ok but then, how do operating systems ensure security and correctness when dealing with multiple processes?

Well… the solution requires extra steps. Let’s use the same example: two processes start at the same time. We still allow each process to execute. For the first process, it loads the value 12 into register 0 and then the value 20 into register 1.

After this, the CPU must be allocated to the second process.

But instead of simply overwriting the address register to make the CPU jump to the executable code of the second process, the operating system first runs a special routine to capture the current state of the CPU—like taking a snapshot. The purpose of this is to copy the contents of the registers, flags, and program counter into memory so that when the process regains control of the CPU, the state it had when it was interrupted can be restored.

The operating system keeps a copy of the CPU state for every single process running on the computer.

Right after the CPU state of the interrupted process is captured and safely stored, the CPU state of the next process is restored. In this case, since the second process hasn’t executed any instructions yet, all of its registers are set to zero, except for the program counter, which points to the next instruction the process should execute. At this moment, that would be the first instruction at memory location 1013.

Now, the second process starts executing, loading the value 100 into register 0 and the value 35 into register 1. After two instructions, it is interrupted to allow the CPU to be reallocated to the first process. But once again, before doing that, the CPU state of the second process is captured and safely stored.

Only after storing this information does the operating system retrieve the state of the first process and copy it into the corresponding registers in the CPU.

By doing this, each time a process regains control of the CPU, it will find the registers exactly as they were when it was interrupted. This process resolves both problems. A process can no longer access the information the previous process was using, and since its own state hasn’t been altered by the other process, it can continue execution with the confidence that it is working with the correct data. This action of capturing the CPU state of a process and restoring the state of a different process so it can continue execution is known as a context switch. And this is how operating systems guarantee security and correctness when sharing the CPU among multiple processes.

Ok, so, now we already know that a process has an address space, a program counter, and registers, which can be informally defined as the CPU state of the process.

But what else does a process have? Well, a process might also have a list of open files, as well as IO devices allocated to it. This is the simplest way we can visualize a process. As you can see, instead of being a single entity, a process is this entire context, isolated from other processes.

And that’s the best way we cand describe a process with a single word: A context.

This is why the kernel routine we learned about earlier is called a context switch.

When we switch processes, we are replacing the entire context in which the system operates.

This also explains, from a high-level perspective, why multiple processes can have the same executable instructions but still produce different results when executed.

It’s not only about the instructions but also the context in which those instructions are executed.

Have you ever asked someone a question and received the reply, “In what context?” When someone responds this way, it’s because the same question can have different answers depending on the situation.

The question that arises now is: if a process is this entire context, from low-level components like registers to higher-level things like a list of files, how can we put them in a queue?

I mean, a process isn’t like an object we can simply use as an element in a data structure. So, how do we manage this? The answer is the PCB.

No, not that PCB. In this case, PCB stands for Process Control Block, a special structure the operating system uses to keep track of every single process.

Since every process is unique, it requires an identifier, known as a process ID.

A process also has a state, which can be any of several possible statuses.

We’ll discuss these in more detail shortly. In addition, a process has a program counter, a list of general-purpose registers, an instruction register, and flags. Depending on the hardware, a process might also have a stack pointer, index registers, accumulators, and other components I won’t list here. This is what I informally refer to as the CPU state of the process. Do you remember that a context switch requires capturing the CPU state for each process? Well, this is where that data is stored.

Regarding memory, the operating system must also track all the memory blocks allocated to each process. Remember when we mentioned that each process has its own address space? Well, running multiple programs concurrently introduces a new security issue because, without extra precautions, any process could potentially read from or write to the address space of another process.

The operating system needs to be aware of these boundaries to intercept any malicious memory access. Additionally, when a new process is created, the operating system needs to be aware of the address space of each existing process to correctly allocate an available memory region for the new process.

Therefore, the Process Control Block should contain memory management information, at least including the memory limits of each process's address space.

And here we can also add other resources allocated to the process, such as a list of IO devices or open files.

Now, the structure you’re seeing is just an example. If you want to see a real implementation, we can look at the source code of the Linux kernel under this path.

The first interesting thing to note is that the structure is called a task, not a process. I’m not a kernel expert, but I think it’s called that because Linux was originally inspired by Unix, where it was said that computers ran tasks. I might be mistaken though, so feel free to correct me in the comments if I’m wrong. The reason is called this way is because Linux uses the term "task" to represent the fundamental unit of execution, encompassing both threads and processes within a single data structure, effectively treating them as the same entity for scheduling purposes.

Another interesting thing I noticed when reviewing the implementation is that the Process Control Block (PCB) contains a pointer to the PCB of the parent process, as well as a list of all the processes created by the process represented by the struct.

So, I guess we could add that detail to our example.

Again, I want to emphasize that the Process Control Block is not the process itself, but rather a representation of the process. It serves as a repository for all the data needed to start or resume a process, along with some accounting information.

And this representation is what is actually placed in a queue.

And at this point, we should be ready to dive into CPU scheduling, a topic for a future episode.

Finally, keep in mind that everything we’ve cover in this video is valid for single processor systems, and multicore systems.

The only different is that multicore systems can operate with multiple contexts at the same time due to each core having its own execution pipeline.

シャドーイングとは？英語上達に効果的な理由

シャドーイング（Shadowing）は、もともとプロの通訳者養成プログラムで開発された言語学習法で、多言語習得者として知られるDr. Alexander Arguelles によって広く普及されました。方法はシンプルですが非常に効果的：ネイティブスピーカーの英語を聞きながら、1〜2秒の遅延で声に出してすぐに繰り返す——まるで「影（shadow）」のように話者を追いかけます。文法ドリルや受動的なリスニングと異なり、シャドーイングは脳と口の筋肉が同時にリアルタイムで英語を処理・再現することを強制します。研究により、発音精度、抑揚、リズム、連音、リスニング力、そして会話の流暢さが大幅に向上することが確認されています。IELTSスピーキング対策や自然な英語コミュニケーションを目指す方に特におすすめです。

ShadowingEnglish.com – 英語シャドーイング練習

シャドーイング（Shadowing）でネイティブ英語を体に染み込ませよう。YouTube動画を一文ずつ聞いて声に出して繰り返し、本物の発音と流暢さを身につける。

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