内存耗用:VSS/RSS/PSS/USS

本文解释了Linux中进程内存占用的四种分类:VSS、RSS、PSS和USS,帮助用户正确解读内存报告。

Terms

  • VSS - Virtual Set Size 虚拟耗用内存(包含共享库占用的内存)
  • RSS - Resident Set Size 实际使用物理内存(包含共享库占用的内存)
  • PSS - Proportional Set Size 实际使用的物理内存(比例分配共享库占用的内存)
  • USS - Unique Set Size 进程独自占用的物理内存(不包含共享库占用的内存)

一般来说内存占用大小有如下规律:VSS >= RSS >= PSS >= USS

Overview

The aim of this post is to provide information that will assist in interpreting memory reports from various tools so the true memory usage for Linux processes and the system can be determined.

Android has a tool called procrank (/system/xbin/procrank), which lists out the memory usage of Linux processes in order from highest to lowest usage. The sizes reported per process are VSS, RSS, PSS, and USS.

For the sake of simplicity in this description, memory will be expressed in terms of pages, rather than bytes. Linux systems like ours manage memory in 4096 byte pages at the lowest level.

VSS (reported as VSZ from ps) is the total accessible address space of a processThis size also includes memory that may not be resident in RAM like mallocs that have been allocated but not written to. VSS is of very little use for determing real memory usage of a process.

RSS is the total memory actually held in RAM for a processRSS can be misleading, because it reports the total all of the shared libraries that the process uses, even though a shared library is only loaded into memory once regardless of how many processes use it. RSS is not an accurate representation of the memory usage for a single process.

PSS differs from RSS in that it reports the proportional size of its shared libraries, i.e. if three processes all use a shared library that has 30 pages, that library will only contribute 10 pages to the PSS that is reported for each of the three processes. PSS is a very useful number because when the PSS for all processes in the system are summed together, that is a good representation for the total memory usage in the system. When a process is killed, the shared libraries that contributed to its PSS will be proportionally distributed to the PSS totals for the remaining processes still using that library. In this way PSS can be slightly misleading, because when a process is killed, PSS does not accurately represent the memory returned to the overall system.

USS is the total private memory for a process, i.e. that memory that is completely unique to that processUSS is an extremely useful number because it indicates the true incremental cost of running a particular process. When a process is killed, the USS is the total memory that is actually returned to the system. USS is the best number to watch when initially suspicious of memory leaks in a process.

For systems that have Python available, there is also a nice tool called smem that will report memory statistics including all of these categories.

# procrank
procrank
PID      Vss      Rss      Pss      Uss cmdline
481   31536K   30936K   14337K    9956K system_server
475   26128K   26128K   10046K    5992K zygote
526   25108K   25108K    9225K    5384K android.process.acore
523   22388K   22388K    7166K    3432K com.android.phone
574   21632K   21632K    6109K    2468K com.android.settings
521   20816K   20816K    6050K    2776K jp.co.omronsoft.openwnn
474    3304K    3304K    1097K     624K /system/bin/mediaserver
37     304K     304K     289K     288K /sbin/adbd
29     720K     720K     261K     212K /system/bin/rild
601     412K     412K     225K     216K procrank
   1     204K     204K     185K     184K /init
35     388K     388K     182K     172K /system/bin/qemud
284     384K     384K     160K     148K top
27     376K     376K     148K     136K /system/bin/vold
261     332K     332K     123K     112K logcat
33     396K     396K     105K      80K /system/bin/keystore
32     316K     316K     100K      88K /system/bin/installd
269     328K     328K      95K      72K /system/bin/sh
26     280K     280K      93K      84K /system/bin/servicemanager
45     304K     304K      91K      80K /system/bin/qemu-props
34     324K     324K      91K      68K /system/bin/sh
260     324K     324K      91K      68K /system/bin/sh
600     324K     324K      91K      68K /system/bin/sh
25     308K     308K      88K      68K /system/bin/sh
28     232K     232K      67K      60K /system/bin/debuggerd

原文链接:http://hi.baidu.com/donghaozheng/blog/item/235da701ab70f60a1c95832e.html

### VSSRSSPSSUSS定义 #### VSS (Virtual Set Size) VSS代表虚拟耗用内存大小,指进程可以访问的所有虚拟内存的总量。这其中包括了进程独自占用的物理内存部分、与其他进程共享的部分以及已经分配但尚未使用的内存空间[^1]。 ```python vss_example = { '独占': 5, # MB '共享': 3, # MB '已分配未使用': 7 # MB } ``` #### RSS (Resident Set Size) RSS指的是驻留集大小,即程序当前实际加载到RAM中的那部分数据量。它不仅涵盖了该应用程序独有的那一份实体存储器用量,同时也包含了那些由多个应用共同利用起来的标准库文件所占据的空间[^2]。 ```python rss_example = vss_example['独占'] + vss_example['共享'] print(f"RSS: {rss_example}MB") # 输出应为8MB ``` #### PSS (Proportional Set Size) 对于PSS而言,则是对共享资源进行了更加合理的量化处理后的结果。具体来说就是除了计算专属于某个特定任务的数据外,还会把那些被几个不同作业同时调用着的对象按照一定比例拆解开来计入各自名下[^3]。 ```python pss_shared_proportion = vss_example['共享'] / 2 # 假设有两个进程共享这部分内存 pss_example = vss_example['独占'] + pss_shared_proportion print(f"PSS: {pss_example}MB") # 输出应为6.5MB ``` #### USS (Unique Set Size) 最后,USS描述的是完全归属于单个实例所有的那段真实地址范围内的字节数目;换句话说也就是排除掉一切形式上的重复之后剩下的净增量[^4]。 ```python uss_example = vss_example['独占'] print(f"USS: {uss_example}MB") # 输出应为5MB ``` ### 关系说明 这些度量标准之间存在一定的层次结构: - **VSS >= RSS**: 因为前者还额外考虑到了预留却未曾真正消耗过的区域; - **RSS >= PSS**: 尽管两者都涉及到了对公共组件的支持,但是后者通过分摊机制减少了重复统计的可能性; - **PSS >= USS**: 只要涉及到任何形式的资源共享,那么即使经过调整后得到的结果也会大于等于完全没有交集的情况。 综上所述,在评估Linux环境下某一给定进程中各类内存开销时,理解并区分上述四个概念是非常重要的。
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