Windows进程CPU、内存等资源限制

Windows自身没有提供类似Linux cgroup的能力来限制进程或进程组的资源占用,进程CPU/IO/内存/网络等资源的控制只能由自己实现。目前已有第三方的实现,主要是限制进程CPU的占用,如文档 < 21 Best Ways to Limit the CPU Usage of a Process > 所描述的BES,Process Tamer等软件。自Windows 8及Server 2012开始Windows系统有提供以job为单位的CPU占用及内存上限设置,之前的版本则只能以进程或线程为单位进行限制。

进程CPU占用限制方案

即时轮询系统所有进程(线程)的CPU占用,当发现所设定进程有超标时强制暂停进程所有线程的执行,然后在适当的时机再恢复执行。其中所涉及技术点:

进程CPU占用查询 GetProcessTimes

BOOL GetProcessTimes(
  [in]  HANDLE     hProcess,
  [out] LPFILETIME lpCreationTime,
  [out] LPFILETIME lpExitTime,
  [out] LPFILETIME lpKernelTime,
  [out] LPFILETIME lpUserTime
);

此函数可以获取进程从创建至当前的总运行时间及总的CPU时间,(KernelTime + UserTime) < 系统CPU数 * (当前时间 - CreationTime)

线程CPU占用查询 GetThreadTimes

BOOL GetThreadTimes(
  [in]  HANDLE     hThread,
  [out] LPFILETIME lpCreationTime,
  [out] LPFILETIME lpExitTime,
  [out] LPFILETIME lpKernelTime,
  [out] LPFILETIME lpUserTime
);

QueryThreadCycleTime可以提供更精准的CPU时间数据,单位为CPU时钟周期

BOOL QueryThreadCycleTime(
  [in]  HANDLE   ThreadHandle,
  [out] PULONG64 CycleTime
);

线程暂停及恢复

Windows平台没有提供暂停整个进程的支持函数,只能以线程为单位来操作,即SuspendThread及ResumeThread:

DWORD SuspendThread(
  [in] HANDLE hThread
);
DWORD ResumeThread(
  [in] HANDLE hThread
);

CPU亲和性设置: SetProcessAffinityMask

BOOL SetProcessAffinityMask(
  [in] HANDLE    hProcess,
  [in] DWORD_PTR dwProcessAffinityMask
);

此函数可以限定进程及其所有线程所能使用的CPU,故一定程序上亦限定了进程最大的系统CPU占用率。

DWORD_PTR SetThreadAffinityMask(
  [in] HANDLE    hThread,
  [in] DWORD_PTR dwThreadAffinityMask
);

此函数可单独限制特定线程的CPU亲和性。

进程优先级设置: SetPriorityClass

优先级解决的是优先运行及退让CPU的问题,本质上并不能限定CPU占用,只是优先级高于当前任务的忙碌的时候,当前进程会主动退让CPU 线程优先级设置:SetThreadPriority

BOOL SetThreadPriority(
  [in] HANDLE hThread,
  [in] int    nPriority
);

Job Objects

Windows系统提供了Job的概念用以管理多个进程,可以限制Job对象内所有进程及期线程的CPU核心占用、CPU占用及内存分配上限等,均通过SetInformationJobObject来实现,具体的CPU限制由JOBOBJECT_CPU_RATE_CONTROL_INFORMATION管理,内存限制则由JOBOBJECT_EXTENDED_LIMIT_INFORMATION来管理。

BOOL SetInformationJobObject(
  [in] HANDLE             hJob,
  [in] JOBOBJECTINFOCLASS JobObjectInformationClass,
  [in] LPVOID             lpJobObjectInformation,
  [in] DWORD              cbJobObjectInformationLength
);

需要注意的是CPU占用设置只有Windows 8及Server 2012之后的版本有效。

CPU Sets

此部分只限定了CPU Affinity属性

实验验证

可以直接利用开源项目go-winjob验证,验证系统Windows 8 x64,go-winjob git repo: https://github.com/kolesnikovae/go-winjob

验证程序

#include &lt;stdio.h&gt;
#include &lt;stdlib.h&gt;

void main(int argc, char *argv[])
{
        unsigned long total = 0, count = 0, i = 0;

        while (1) {
                if (malloc(1024)) {
                        total += 1024;
                        count++;
                }
                if (!(++i &amp; 4095))
                        printf(&quot;alloc: %u size: %u bytes\n&quot;, count, total);
    }
}

无限制

在无限制的情况下,此进程会占满一个CPU核心,commit内存总占用达2G CPUStress unlimited

单一进程

在设定CPU上限16%及内存16M上限之后,结果如下: CPUStress single process examples/job_object.go按如下修改:

var limits = []winjob.Limit{
        winjob.WithBreakawayOK(),
        winjob.WithKillOnJobClose(),
        winjob.WithActiveProcessLimit(3),
        winjob.WithProcessTimeLimit(10 * time.Second),
        winjob.WithCPUHardCapLimit(1600),        // 16%
        winjob.WithProcessMemoryLimit(16 &lt;&lt; 20), // 16MB
        winjob.WithWriteClipboardLimit(),
}

const defaultCommand = &quot;.\\CPUStress.exe&quot;

多进程(双进程)

将winjob.WithProcessMemoryLimit 改为 winjob.WithJobMemoryLimit,后者表示此job内所有进程要占用的总内存限制:

var limits = []winjob.Limit{
        winjob.WithBreakawayOK(),
        winjob.WithKillOnJobClose(),
        winjob.WithActiveProcessLimit(3),
        winjob.WithProcessTimeLimit(10 * time.Second),
        winjob.WithCPUHardCapLimit(1600),    // 16%
        winjob.WithJobMemoryLimit(16 &lt;&lt; 20), // 16MB
        winjob.WithWriteClipboardLimit(),
}

验证结果如下: CPUStress 2-processes CPUStress 2-processes

winjob example代码:

// +build windows

package main

import (
        &quot;encoding/json&quot;
        &quot;log&quot;
        &quot;os&quot;
        &quot;os/exec&quot;
        &quot;os/signal&quot;
        &quot;time&quot;

        &quot;golang.org/x/sys/windows&quot;

        &quot;github.com/kolesnikovae/go-winjob&quot;
)

var limits = []winjob.Limit{
        winjob.WithBreakawayOK(),
        winjob.WithKillOnJobClose(),
        winjob.WithActiveProcessLimit(3),
        winjob.WithProcessTimeLimit(10 * time.Second),
        winjob.WithCPUHardCapLimit(1600),    // 16%
        winjob.WithJobMemoryLimit(16 &lt;&lt; 20), // 16MB
        winjob.WithWriteClipboardLimit(),
}

const defaultCommand = &quot;.\\CPUStress.exe&quot;
const stressCommand  = &quot;.\\CPUStressX64.exe&quot;

func main() {
        job, err := winjob.Create(&quot;&quot;, limits...)
        if err != nil {
                log.Fatalf(&quot;Create: %v&quot;, err)
        }

        cmd := exec.Command(defaultCommand)
        cmd.Stderr = os.Stderr
        cmd.SysProcAttr = &amp;windows.SysProcAttr{
                CreationFlags: windows.CREATE_SUSPENDED,
        }
        if err := cmd.Start(); err != nil {
                log.Fatalf(&quot;Start: %v&quot;, err)
        }

        stress := exec.Command(stressCommand)
        stress.Stderr = os.Stderr
        stress.SysProcAttr = &amp;windows.SysProcAttr{
                CreationFlags: windows.CREATE_SUSPENDED,
        }
        if err := stress.Start(); err != nil {
                log.Fatalf(&quot;Start: %v&quot;, err)
        }

        s := make(chan os.Signal, 1)
        signal.Notify(s, os.Interrupt)

        c := make(chan winjob.Notification)
        subscription, err := winjob.Notify(c, job)
        if err != nil {
                log.Fatalf(&quot;Notify: %v&quot;, err)
        }

        done := make(chan struct{})
        go func() {
                defer close(done)
                ticker := time.NewTicker(time.Second * 5)
                defer ticker.Stop()
                var counters winjob.Counters
                for {
                        select {
                        case &lt;-s:
                                log.Println(&quot;Closing job object&quot;)
                                if err := job.Close(); err != nil {
                                        log.Fatal(err)
                                }
                                log.Println(&quot;Closing subscription&quot;)
                                if err := subscription.Close(); err != nil {
                                        log.Fatal(err)
                                }
                                return

                        case n, ok := &lt;-c:
                                if ok {
                                        log.Printf(&quot;Notification: %#v\n&quot;, n)
                                } else if err := subscription.Err(); err != nil {
                                        log.Fatalf(&quot;Subscription: %v&quot;, err)
                                }

                        case &lt;-ticker.C:
                                if err := job.QueryCounters(&amp;counters); err != nil {
                                        log.Fatalf(&quot;QueryCounters: %v&quot;, err)
                                }
                                b, err := json.MarshalIndent(counters, &quot;&quot;, &quot;\t&quot;)
                                if err != nil {
                                        log.Fatal(err)
                                }
                                log.Printf(&quot;Counters: \n%s\n&quot;, b)
                        }
                }
        }()

        if err := job.Assign(cmd.Process); err != nil {
                log.Fatalf(&quot;Assign: %v&quot;, err)
        }
        if err := winjob.Resume(cmd); err != nil {
                log.Fatalf(&quot;Resume: %v&quot;, err)
        }

        if err := job.Assign(stress.Process); err != nil {
                log.Fatalf(&quot;Assign: %v&quot;, err)
        }
        if err := winjob.Resume(stress); err != nil {
                log.Fatalf(&quot;Resume: %v&quot;, err)
        }

        if err := cmd.Wait(); err != nil {
                log.Fatalf(&quot;Wait: %v&quot;, err)
        }
        if err := stress.Wait(); err != nil {
                log.Fatalf(&quot;Wait: %v&quot;, err)
        }

        // Wait for a signal.
        &lt;-done
}

参考链接

  1. 21 Best Ways to Limit the CPU Usage of a Process
  2. MSDN: Windows Process and Thread Functions
  3. MSDN: CPU Sets
  4. GetThreadTimes

93,090 条评论

  1. Alas, regardless within prestigious primaries, youngsters require extra math focus іn orɗer to excel in methods,
    ѡhich provides access for gifted schemes.

    Anglo-Chinese School (Independent) Junior College рrovides a faith-inspired education tһat harmonizes intellectual pursuits ѡith ethical worths, empowering students t᧐ become caring
    international residents. Іts International Baccalaureate program motivates іmportant thinking
    and questions, supported Ƅy woгld-class resources аnd devoted teachers.
    Students excel іn a broad range of co-curricular activities, frⲟm
    robotics to music, developing versatility and imagination. Ꭲһe school’s emphasis оn service
    learning instills ɑ sense of obligation ɑnd community engagement frߋm an еarly stage.
    Graduates аre ԝell-prepared fоr prominent universities, continuing ɑ tradition of quality and integrity.

    Eunoia Junior College embodies tһe pinnacle оf contemporary academic innovation, housed іn a
    striking һigh-rise campus thаt perfectly integrates common knowing аreas, green locations, ɑnd advanced technological
    centers tօ produce an inspiring environment fοr collective and experiential education. Тһе college’s
    special philosophy ߋf ” lovely thinking” encourages trainees t᧐ mix intellectual curiosity ᴡith compassion and ethical reasoning, supported Ьy
    vibrant scholastic programs іn tһe arts, sciences,
    ɑnd interdisciplinary studies tһat promote imaginative probⅼem-solving ɑnd forward-thinking.
    Geared ᥙp with top-tier facilities such as professional-grade performing arts theaters, multimedia studios, аnd interactive science laboratories, trainees аге
    empowered tο pursue thеir enthusiasms and develop
    extraordinary talents іn a holistic way. Ꭲhrough tactical collaborations ѡith leading universities ɑnd market leaders,
    tһе college pгovides enhancing opportunities
    fоr undergraduate-level research study, internships, ɑnd mentorship
    that bridge class learning ԝith real-w᧐rld applications.

    As a outcome, Eunoia Junior College’ѕ trainees evolve
    into thoughtful, resistant leaders ԝho are not only academically achieved Ƅut
    ⅼikewise deeply committed tо contributing positively t᧐ a
    diverse аnd еver-evolving international society.

    Listen ᥙp, steady pom pi pi, maths iѕ among of tһе leading topics Ԁuring Junior College,
    establishing groundwork t᧐ A-Level calculus.
    Βesides Ƅeyond school resources, focuhs ᥙpon maths to avoіd common errors including inattentive mistakes ɗuring tests.

    Wow, math seres ɑs the groundwork stone fօr primary schooling, aiding youngsters ᴡith dimensional thinking in building paths.

    Folks, fearful оf losing style activated lah, solid primary maths гesults for superior science grasp аs welⅼ ɑs tech aspirations.

    Oh, mathematics serves аs thе foundation pillar in primary education, helping kids ᴡith dimensional analysis f᧐r architecture routes.

    Kiasu study marathons fοr Math pay off with university
    acceptances.

    Aiyah, primary mathematics educates practical սses
    including money management, therefore make sure уoսr youngster masters іt rіght
    starting earⅼy.

    my blog post singapore math tutor

  2. Всем доброго времени суток по поводу последнего обновления нашего любимого проекта на Android. Долго искал на нормальную версию с разблокированным контентом. Если по факту, многие ресурсов пихают битые файлы, но этот вариант летает на моем старом телефоне.

    Особенно порадовало, так это разблокированное меню. Я сам тестирую несколько дней — все плавно. Для тех, кто сомневается, внутри максимально комфортные условия. Забудьте про ограничения по энергии. Это тот самый случай, когда можно наслаждаться геймплеем без покупки валюты.

    Для тех, кто все еще ищет свежие ссылки или хочет задать вопрос, рекомендую посмотреть здесь: [url=https://t.me/root_apk_ru/268]оригинал[/url]

    Там авторы постоянно выкладывают рабочие версии, плюс там активное чат. Реально, лучше следить за проверенным пабликом, чем постоянно гуглить какой-то фейк.

    Лично мне, сейчас лучше всего пользоваться социальными сетями, потому что там сразу видно, есть ли отзывы. Это дает огромную уверенность в том, что ты не скачаешь очередной троян. В общем, рекомендую мониторить эту соцсеть, чтобы быть в курсе. Приятной игры с выбором! Надеюсь, если эта инфа кому-то поможет. Пишите в комментариях, если тоже пробовали эту версию, будет интересно, как у вас отзывы. Всем хорошего настроения!

  3. That is a very good tip especially to those new to the blogosphere.
    Brief but very precise information… Appreciate your sharing
    this one. A must read post!

  4. I’ve been experimenting with routing requests between models lately, and the point about caching and token costs really resonates with me. It’s tough to keep track of efficiency when juggling multiple providers in a single pipeline LLM data retention

发表回复

您的邮箱地址不会被公开。 必填项已用 * 标注