SystemTap: getting started with dynamic EC2 instance diagnostics

Just because you can’t see or hear your Amazon EC2 instances the way you can in your local data center, doesn’t mean you shouldn’t be concerned about them. Think of SystemTap as a fabulous window into your VM.
Have you ever wondered what’s going on deep inside your Linux instance? Why some processes run so slowly? Why your disk is thrashing around so wildly? Have you tried to write your own systems tools and wish that you were able to export or access certain systems’ internal variables or information? Have you tried to write your own Linux kernel module but felt that the learning curve was way too steep?
Let me introduce you to SystemTap.
(The beautiful SystemTap logo was designed by Andy Fitzsimon – who sat next to me when we were both working at Red Hat in Singapore.)
SystemTap is an open source software package to help you analyse or troubleshoot a running Linux instance. It provides a dynamic instrumentation framework that lets you probe a system to gather information, and a scripting language translator that interprets scripts written in a C or Perl-like language into C code, that could be compiled into Linux kernel modules. These modules will then be loaded into the system to generate outcome specified by your script.
But enough introduction. Let’s get started already!

Installing SystemTap on your AWS EC2 instance

This article assumes that you know how to create and launch an EC2 instance. If not, do take Cloud Academy’s “AWS Compute Fundamentals” course from their AWS Fundamentals learning path.
Connect to the instance using the OpenSSH SSH client.

$ ssh -i "cloudacademy-keypair.pem" ec2-user@[redacted]

Note the Linux kernel version we are using. In this case, it’s version 3.10.0, and the release number is 229.el7.

$ uname -a
Linux ip-[redacted].ap-southeast-1.compute.internal 3.10.0-229.el7.x86_64 #1 SMP Thu Jan 29 18:37:38 EST 2015 x86_64 x86_64 x86_64 GNU/Linux

To prepare the Linux instance for kernel-space probing with SystemTap, we will need to install some RPM packages, including kernel-debuginfo and systemtap. We need to ensure that all the kernel packages we will install on the instance have the same version and of the same architecture.
To install a debuginfo package, we’ll enable the “Red Hat Enterprise Linux Server 7 Debug (Debug RPMs)” yum repository that, by default, is disabled.

$ sudo su -
# yum repolist disabled
Loaded plugins: amazon-id, rhui-lb
repo id                                                                repo name
rhui-REGION-rhel-server-debug-extras/7Server/x86_64                    Red Hat Enterprise Linux Server 7 Extra Debug (Debug RPMs)
rhui-REGION-rhel-server-debug-optional/7Server/x86_64                  Red Hat Enterprise Linux Server 7 Optional Debug (Debug RPMs)
rhui-REGION-rhel-server-debug-rh-common/7Server/x86_64                 Red Hat Enterprise Linux Server 7 RH Common Debug (Debug RPMs)
rhui-REGION-rhel-server-debug-rhscl/7Server/x86_64                     Red Hat Enterprise Linux Server 7 RHSCL Debug (Debug RPMs)
rhui-REGION-rhel-server-debug-supplementary/7Server/x86_64             Red Hat Enterprise Linux Server 7 Supplementary Debug (Debug RPMs)
rhui-REGION-rhel-server-extras/7Server/x86_64                          Red Hat Enterprise Linux Server 7 Extra(RPMs)
rhui-REGION-rhel-server-optional/7Server/x86_64                        Red Hat Enterprise Linux Server 7 Optional (RPMs)
rhui-REGION-rhel-server-releases-debug/7Server/x86_64                  Red Hat Enterprise Linux Server 7 Debug (Debug RPMs)
rhui-REGION-rhel-server-releases-source/7Server/x86_64                 Red Hat Enterprise Linux Server 7 (SRPMs)
rhui-REGION-rhel-server-rhscl/7Server/x86_64                           Red Hat Enterprise Linux Server 7 RHSCL (RPMs)
rhui-REGION-rhel-server-source-extras/7Server/x86_64                   Red Hat Enterprise Linux Server 7 Extra (SRPMs)
rhui-REGION-rhel-server-source-optional/7Server/x86_64                 Red Hat Enterprise Linux Server 7 Optional (SRPMs)
rhui-REGION-rhel-server-source-rh-common/7Server/x86_64                Red Hat Enterprise Linux Server 7 RH Common (SRPMs)
rhui-REGION-rhel-server-source-rhscl/7Server/x86_64                    Red Hat Enterprise Linux Server 7 RHSCL (SRPMs)
rhui-REGION-rhel-server-source-supplementary/7Server/x86_64            Red Hat Enterprise Linux Server 7 Supplementary (SRPMs)
rhui-REGION-rhel-server-supplementary/7Server/x86_64                   Red Hat Enterprise Linux Server 7 Supplementary (RPMs)
repolist: 0

Now we’ll use yum-config-manager to enable the repo.

# yum-config-manager --enable "Red Hat Enterprise Linux Server 7 Debug (Debug RPMs)"

Now you’ll be able to search for the debuginfo packages.

# yum search kernel | grep ^kernel-debuginfo
kernel-debuginfo.x86_64 : Debug information for package kernel
kernel-debuginfo-common-x86_64.x86_64 : Kernel source files used by

To ensure that we have the same Linux kernel version, we need to install the kernel and kernel-devel packages along with the kernel-debuginfo packages. If yum returns a different kernel version from the kernel-debuginfo packages, you may need to specify the version manually.

# yum -y install kernel-debuginfo kernel kernel-devel

Depending on your Internet connectivity, it may take some time to download these packages. To give you an idea how large some of these packages are, the kernel-debuginfo-common package is 41MB and the kernel-debuginfo package is 259MB. Fortunately, unless the kernel version and release number change, you only need to install these packages once.
You will need to reboot your machine to apply the new kernel.

# init 6

Once we’re running again, let’s reconnect to the instance.

$ ssh -i "cloudacademy-keypair.pem" ec2-user@[redacted]

Verify that we are using the right kernel version. Notice that the release number is now 229.11.1.el7. Each time Red Hat spins a new kernel, it will update the release number of the package.

$ uname -a
Linux ip-[redacted].ap-southeast-1.compute.internal 3.10.0-229.11.1.el7.x86_64 #1 SMP Wed Jul 22 12:06:11 EDT 2015 x86_64 x86_64 x86_64 GNU/Linux

We can use the rpm command to make sure that the version we booted is the same as the debuginfo packages we have installed. This is important.

$ rpm -qa | grep ^kernel

Next, use yum to list all the systemtap-related packages.

# yum list systemtap*
Loaded plugins: amazon-id, rhui-lb
Available Packages
systemtap.x86_64                                              2.6-10.el7_1                                    rhui-REGION-rhel-server-releases
systemtap-client.x86_64                                       2.6-10.el7_1                                    rhui-REGION-rhel-server-releases
systemtap-debuginfo.i686                                      2.6-10.el7_1                                    rhui-REGION-rhel-server-releases-debug
systemtap-debuginfo.x86_64                                    2.6-10.el7_1                                    rhui-REGION-rhel-server-releases-debug
systemtap-devel.x86_64                                        2.6-10.el7_1                                    rhui-REGION-rhel-server-releases
systemtap-initscript.x86_64                                   2.6-10.el7_1                                    rhui-REGION-rhel-server-releases
systemtap-runtime.x86_64                                      2.6-10.el7_1                                    rhui-REGION-rhel-server-releases
systemtap-sdt-devel.i686                                      2.6-10.el7_1                                    rhui-REGION-rhel-server-releases
systemtap-sdt-devel.x86_64                                    2.6-10.el7_1                                    rhui-REGION-rhel-server-releases
systemtap-server.x86_64                                       2.6-10.el7_1                                    rhui-REGION-rhel-server-releases

Then install the main systemtap package, and yum will take care of its dependencies.

# yum -y install systemtap

Once all the systemtap-related packages are installed, exit from the root shell to return to the normal user shell.

# logout

Running our first SystemTap script

We have installed all the necessary RPM packages and we are almost ready to run our very first “Hello World” script!
SystemTap uses a simple permission model to grant users’ permissions to use the tool to prevent people from misusing or abusing the tool. Unless you’re a member of the stapusr and stapdev groups, you will not be allowed to build and run SystemTap scripts. Since we are going to write and run our own script, and we hopefully know exactly what we are doing, we will add ourselves to the stapusr and stapdev groups.

$ sudo usermod -G stapusr,stapdev ec2-user
$ grep ^stap /etc/group

You will need to logout and re-login to the instance to reflect that you are now members of these two groups.

$ logout
$ ssh -i "cloudacademy-keypair.pem" ec2-user@[redacted]

Type id to see if you are in stapusr and stapdev groups.

$ id
uid=1000(ec2-user) gid=1000(ec2-user) groups=1000(ec2-user),156(stapusr),158(stapdev) context=unconfined_u:unconfined_r:unconfined_t:s0-s0:c0.c1023

If you are, let’s party on! stap is the SystemTap tool you’ll use to run the script.
There are two ways to write a script. You can either write it in a .stp extension file, or simply specify the script on the command-line with the -e option. We will opt for the latter since we will use a one-liner script to test if the installation works as expected.

$ stap -e 'probe begin { log("hello world") exit () }'
hello world

Voilà! We have successfully run our first SystemTap script!
In our next article, we will explore some interesting scripts that come with SystemTap.

Written by

Eugene Teo is a director of security at a US-based technology company. He is interested in applying machine learning techniques to solve problems in the security domain.

Related Posts

— November 28, 2018

Two New EC2 Instance Types Announced at AWS re:Invent 2018 – Monday Night Live

Let’s look at what benefits these two new EC2 instance types offer and how these two new instances could be of benefit to you. Both of the new instance types are built on the AWS Nitro System. The AWS Nitro System improves the performance of processing in virtualized environments by...

Read more
  • AWS
  • EC2
  • re:Invent 2018
— November 21, 2018

Google Cloud Certification: Preparation and Prerequisites

Google Cloud Platform (GCP) has evolved from being a niche player to a serious competitor to Amazon Web Services and Microsoft Azure. In 2018, research firm Gartner placed Google in the Leaders quadrant in its Magic Quadrant for Cloud Infrastructure as a Service for the first time. In t...

Read more
  • AWS
  • Azure
  • Google Cloud
Khash Nakhostin
— November 13, 2018

Understanding AWS VPC Egress Filtering Methods

Security in AWS is governed by a shared responsibility model where both vendor and subscriber have various operational responsibilities. AWS assumes responsibility for the underlying infrastructure, hardware, virtualization layer, facilities, and staff while the subscriber organization ...

Read more
  • Aviatrix
  • AWS
  • VPC
— November 10, 2018

S3 FTP: Build a Reliable and Inexpensive FTP Server Using Amazon’s S3

Is it possible to create an S3 FTP file backup/transfer solution, minimizing associated file storage and capacity planning administration headache?FTP (File Transfer Protocol) is a fast and convenient way to transfer large files over the Internet. You might, at some point, have conf...

Read more
  • Amazon S3
  • AWS
— October 18, 2018

Microservices Architecture: Advantages and Drawbacks

Microservices are a way of breaking large software projects into loosely coupled modules, which communicate with each other through simple Application Programming Interfaces (APIs).Microservices have become increasingly popular over the past few years. The modular architectural style,...

Read more
  • AWS
  • Microservices
— October 2, 2018

What Are Best Practices for Tagging AWS Resources?

There are many use cases for tags, but what are the best practices for tagging AWS resources? In order for your organization to effectively manage resources (and your monthly AWS bill), you need to implement and adopt a thoughtful tagging strategy that makes sense for your business. The...

Read more
  • AWS
  • cost optimization
— September 26, 2018

How to Optimize Amazon S3 Performance

Amazon S3 is the most common storage options for many organizations, being object storage it is used for a wide variety of data types, from the smallest objects to huge datasets. All in all, Amazon S3 is a great service to store a wide scope of data types in a highly available and resil...

Read more
  • Amazon S3
  • AWS
— September 18, 2018

How to Optimize Cloud Costs with Spot Instances: New on Cloud Academy

One of the main promises of cloud computing is access to nearly endless capacity. However, it doesn’t come cheap. With the introduction of Spot Instances for Amazon Web Services’ Elastic Compute Cloud (AWS EC2) in 2009, spot instances have been a way for major cloud providers to sell sp...

Read more
  • AWS
  • Azure
  • Google Cloud
— August 23, 2018

What are the Benefits of Machine Learning in the Cloud?

A Comparison of Machine Learning Services on AWS, Azure, and Google CloudArtificial intelligence and machine learning are steadily making their way into enterprise applications in areas such as customer support, fraud detection, and business intelligence. There is every reason to beli...

Read more
  • AWS
  • Azure
  • Google Cloud
  • Machine Learning
— August 17, 2018

How to Use AWS CLI

The AWS Command Line Interface (CLI) is for managing your AWS services from a terminal session on your own client, allowing you to control and configure multiple AWS services.So you’ve been using AWS for awhile and finally feel comfortable clicking your way through all the services....

Read more
  • AWS
Albert Qian
— August 9, 2018

AWS Summit Chicago: New AWS Features Announced

Thousands of cloud practitioners descended on Chicago’s McCormick Place West last week to hear the latest updates around Amazon Web Services (AWS). While a typical hot and humid summer made its presence known outside, attendees inside basked in the comfort of air conditioning to hone th...

Read more
  • AWS
  • AWS Summits
— August 8, 2018

From Monolith to Serverless – The Evolving Cloudscape of Compute

Containers can help fragment monoliths into logical, easier to use workloads. The AWS Summit New York was held on July 17 and Cloud Academy sponsored my trip to the event. As someone who covers enterprise cloud technologies and services, the recent Amazon Web Services event was an insig...

Read more
  • AWS
  • AWS Summits
  • Containers
  • DevOps
  • serverless