高级性能调试手段(oprofile+gprofile)+内核追踪手段:LTT

时间:2023-03-08 22:34:36
http://blog.****.net/wlsfling/article/details/5876134
http://www.lenky.info/archives/2012/03/1371
http://blog.chinaunix.net/uid-361890-id-276370.html
http://www.ibm.com/developerworks/cn/linux/l-oprof/
oprofile:
yum install oprofile 1.opcontrol --init 
2.opcontrol --no-vmlinux 或者 opcontrol --vmlinux=/boot/vmlinux-`uname -r` 决定是否对kernel进行profiling
3./test //运行程序
4.opcontrol --dump //数据被写进 /var/lib/oprofile/samples/oprofiled.log 5.opcontrol --stop
6.opcontrol --deinit 卸载模块
7.opreport -l ./test

[root@monitor samples]# opcontrol --status
Daemon paused: pid 4439
Session-dir: /var/lib/oprofile
Separate options: none
vmlinux file: none
Image filter: none
Call-graph depth: 0

[root@monitor ~]# opcontrol --shutdown
Stopping profiling.
Killing daemon.

[root@monitor ~]# opcontrol --init
[root@monitor ~]# opcontrol --no-vmlinux --start
Using 2.6+ OProfile kernel interface.
Using log file /var/lib/oprofile/samples/oprofiled.log
Daemon started.
Profiler running.

 

内核优化方向:
1、Disabling daemons (关闭 daemons)‏
、Shutting down the GUI (关闭GUI)‏
、Changing kernel parameters (改变内核参数)
、Kernel parameters (内核参数)
、Tuning the processor subsystem(处理器子系统调优)
、Tuning the memory subsystem (内存子系统调优)
、Tuning the file system(文件系统子系统调优)
、Tuning the network subsystem(网络子系统调优)
其支持两种采样(sampling)方式:基于事件的采样(event   based)和基于时间的采样(time   based)。
基于事件的采样是oprofile只记录特定事件(比如L2 cache miss)的发生次数,当达到用户设定的定值时oprofile 就记录一下(采一个样)。
这种方式需要CPU 内部有性能计数器(performace counter)。
基于时间的采样是oprofile 借助OS时钟中断的机制,每个时钟中断 oprofile 都会记录一次(采一次样)。
引入的目的在于,提供对没有性能计数器 CPU 的支持。其精度相对于基于事件的采样要低。因为要借助OS时钟中断的支持,对禁用中断的代码oprofile不能对其进行分析。
oprofile在Linux上分两部分,一个是内核模块(oprofile.ko),一个为用户空间的守护进程(oprofiled)。
前者负责访问性能计数器或者注册基于时间采样的函数(使用register_timer_hook注册之,使时钟中断处理程序最后执行profile_tick
时可以访问之),并采样置于内核的缓冲区内。后者在后台运行,负责从内核空间收集数据,写入文件。
步骤
a. 初始化 opcontrol --init
b. 配置 opcontrol --setup --event=...
c. 启动 opcontrol --start
d. 运行待分析之程序 xxx
e. 取出数据
opcontrol --dump
opcontrol --stop
f. 分析结果 opreport -l ./xxx
Gprof功能:
打印出程序运行中各个函数消耗的时间,可以帮助程序员找出众多函数中耗时最多的函数。
产生程序运行时候的函数调用关系,包括调用次数,可以帮助程序员分析程序的运行流程。
Gprof 实现原理:
通过在编译和链接程序的时候(使用 -pg 编译和链接选项),gcc 在应用程序的每个函数中都加入名为
mcount ( or “_mcount” , or “__mcount” , 依赖于编译器或操作系统)的函数,
也就是说应用程序里的每一个函数都会调用mcount, 而mcount 会在内存中保存一张函数调用图,并通过函数调用堆栈的形式查找子函数和父函数的地址。
这张调用图也保存了所有与函数相关的调用时间,调用次数等等的所有信息。
Gprof基本用法:
. 使用 -pg 编译和链接应用程序。
. 执行应用程序使之生成供gprof 分析的数据。
. 使用gprof 程序分析应用程序生成的数据。
LTT是一个用于跟踪系统详细运行状态和流程的工具,它可以跟踪记录系统中的特定事件。这些事件包括:
 系统调用的进入和退出
 陷阱/中断(Trap / Irq)的进入和退出
 进程调度事件
 内核定时器
 进程管理相关事件:创建 ,唤醒,信号处理等等
 文件系统相关事件:Open / Read / Write / Seek / Ioctl 等等
 内存管理相关事件:内存分配/释放等
 其他事件:IPC / Socket/ 网络 等等

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" alt="" />

http://lttng.org/docs/

The Linux Trace Toolkit: next generation is an open source system software package for correlated tracing of the Linux kernel, 
user applications and libraries. LTTng consists of kernel modules (for Linux kernel tracing)
and dynamically loaded libraries (for user application and library tracing). It is controlled by a session daemon,
which receives commands from a command line interface.
MontaVista DevRocket: 嵌入式LINUX IDE开发工具

LMbench - Tools for Performance Analysis
http://www.bitmover.com/lmbench/

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" 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