Using SLATE to Deploy GlobalNOC Telegraf Monitoring

The SLATE platform provides a powerful, simple way to deploy a large variety of applications. In this blog post, we will demonstrate how SLATE can be leveraged to quickly deploy a monitoring solution for Internet2 network infrastructure. Collected metrics regarding network traffic through monitored nodes will be sent to a database at Indiana University’s Global Research Network Operations Center (GlobalNOC). Our monitoring solution will use Telegraf to monitor a group of hosts with the Simple Network Management Protocol, usually referred to as SNMP. More information about SNMP can be found here. In addition, metrics can also be sent to a separate InfluxDB database.

GlobalNOC Time-Series Data Services

Metrics marked for export using the tsds Telegraf output plugin are sent to the GlobalNOC Time-Series Data Services (TSDS) endpoint. Metrics exported to this database join metrics for devices at many research institutions on the Internet2 network. This wealth of data exposes possibilities for many interesting applications. One such application is the Parallel Traceroute Visualization Project being developed at the University of Utah Center for High Performance Computing. The project aims to be a tool for researchers to better understand data transfer nodes and the links between them by running and displaying a visualization of traceroutes between pairs of specified hosts.

The metrics we are going to collect enter the picture after the traceroute has been run. Once a traceroute is visualized, users are able to hover over hosts in this traceroute that are being monitored by this Telegraf application (or similar applications that send metrics to GlobalNOC), and view a relevant historical network performance/traffic chart.

Additionally, this viewing of historical network data for specific hosts is also useful in many other contexts. For example, it can be useful for reasoning about data transfer node performance and other troubleshooting in general. Overall, the Parallel Traceroute Visualization Project and others like it are able to use the data stored in the TSDS to create more informative tools for researchers and research institutions.


It is assumed that you already have access to a SLATE-registered Kubernetes cluster, and that you already have installed and set up the SLATE command line interface. If not, instructions can be found at SLATE Quickstart. Additionally, it is assumed that there is an SNMP daemon (responds to SNMP requests) running on all target hosts.

On CentOS 7, a simple SNMP setup can be installed by running the following commands:

yum install net-snmp net-snmp-utils
systemctl enable snmpd
systemctl restart snmpd

More details can be found here.


To begin, a configuration file for the application must be fetched. The SLATE client provides a simple way to do this with the command below:

slate app get-conf grnoc-telegraf > grnoc-telegraf.yaml

This will save a local copy of the Telegraf configuration, formatted as a .yaml file. We will modify this configuration accordingly, and eventually deploy the application with this configuration. Open the configuration file with your preferred text editor, and follow the instructions below to configure each piece of the application.

GlobalNOC Database Configuration

Navigate to the grnocOutput section. To push to GlobalNOC’s databases, credentials must be obtained.

Contact GlobalNOC to obtain these credentials.

Once you have credentials, store the password in a SLATE secret by running the following command:

slate secret create --group <slate_group> --cluster <slate_cluster> --from-literal password=<your_password> <secret_name>

Make a note of the name you gave this secret, as we will use it later.

Next, configure the database endpoint by filling out the grnocOutput section with the hostname, username, and secret name that you setup earlier. This section will look like this:

  hostname: ""
  username: "tsds_username"
  passwordSecretName: "secret_name"

Target Configuration

Locate the hostGroup section, under targets. It will look something like this:

  - hostGroup:
      community: "public"
      timeout: "15s"
      retries: 2
        - ""
      counter64Bit: false


Under hosts, replace the placeholder IP address with the IP address or full DNS name of the host(s) you want to monitor. You can specify as many hosts as necessary here in a list. Just note that they must all share the same settings (community string, counter type, etc). As per yaml syntax, preface each host with a hyphen and surround with quotes to reduce ambiguity. Additionally, specify the default SNMP port (161) on each host by appending a colon followed by 161.

Community String

Next, change the community parameter to the appropriate SNMP community string.


This value controls the amount of time before an SNMP request is considered failed. For most situations, the default value is acceptable.


This value controls the number of times an SNMP request will be retried before it is considered failed. Again, the default value here is fine for most situations.

Counter Type

The counter64Bit flag switches between two different sets of OIDs, one for hosts with 64-bit SNMP counters, and one for hosts with 32-bit SNMP counters. You will need to find out which type of counter the machines you are attempting to monitor are using, and set this flag accordingly. (Set to “true” if you have 64-bit counters, and “false” if you have 32-bit counters.)

Host Groups

Note that the hosts configured earlier must all share the same group of settings. To monitor additional hosts with different configurations (e.g. different community strings or desired OIDs), simply duplicate the entire hostGroup section, and populate it with the alternate configuration. This can be done as many times as needed. The default configuration file includes two hostGroup sections to illustrate this. If only one host group is required, delete the second hostGroup section.

Additional Parameters

There are several other parameters that can be configured. The first of these is writeToStdout. When set to true, Telegraf will additionally write its metrics to stdout inside its container. This can be useful for debugging, but is not necessary. Set this as needed.

Another configurable parameter is collectionInterval. This controls the frequency at which Telegraf collects SNMP metrics. Specify your desired value here by combining an integer with a time unit. Valid time units include “ns”, “us”, “ms”, “s”, “m” and “h”. For example, to collect metrics every five seconds, enter the following:

collectionInterval: 5s

The collectionInterval parameter is paired with a collectionJitter parameter. This collectionJitter parameter will offset data collection times by a random amount not exceeding its value.

Another configurable parameter is flushInterval. This controls the frequency at which Telegraf writes to its output databases. Set this in the same fashion as the collectionInterval parameter. Additionally, this parameter is also paired with a jitter parameter. It functions in the same manner as previously discussed, but for database writes instead of data collection.

InfluxDB Configuration

If you would like to optionally enable InfluxDB output, navigate to the influxOutput section of the configuration file. It will look like this:

  enabled: false
  endpoint: ""
  database: "telegraf"
    enabled: false
    username: "telegraf"
    password: "metrics"

First, set enabled to true. Next, set endpoint to the endpoint of the database you wish to push to. Make sure to specify the proper protocol and port. Then, specify the database name as the database parameter. If basic http authentication has been enabled on your database, you will need to set the httpBasicAuth flag to true, and supply the proper username and password. If not, this section can be left disabled.


Once the application has been configured, we can deploy it. To install the application onto a SLATE cluster, simply run the command below:

slate app install grnoc-telegraf --group <group_name> --cluster <cluster_name> --conf telegraf.yaml

This installs the grnoc-telegraf application onto the cluster specified, with the configuration previously specified.

After installation, metrics will be pushed to the GlobalNOC database. The page linked above contains data from various Internet2 infrastructure. Use the search/filter boxes to find your hosts, and verify that metrics are being pushed.


In the event that something is not working properly, logs from the container running Telegraf can be printed with the following command:

slate instance logs <instance_id>

An instance_id is a unique, randomly-generated string prefaced with “instance” that SLATE assigns to each running experiment. This ID is printed on app installation. Additionally, a list of running applications and their IDs can be printed with the command:

slate instance list

For additional help, or to report a bug, please contact the SLATE team.

Configuration Notes

The following table lists the configurable parameters of the Telegraf monitoring application and their default values.

InstanceOptional string to differentiate SLATE experiment instances””
writeToStdoutOptionally write to stdout in containertrue
collectionIntervalData collection interval5s
collectionJitterData jitter interval10s
flushIntervalOutput flush interval15s
flushJitterOutput jitter interval10s
grnocOutput.usernameDatabase usernametsds username
grnocOutput.passwordSecretNameGlobalNOC database password secret nametsds-password-secret
targets.hostGroup.communityCommunity string of hostGrouppublic
targets.hostGroup.timeoutSNMP timeout length of hostGroup15s
targets.hostGroup.retriesNumber of retries to attempt for hostGroup2
targets.hostGroup.hostsHosts to monitor127.0.0.1:161
targets.hostGroup.counter64bitType of SNMP counter on host machinefalse
influxOutput.enabledWhether to write to InfluxDBtrue
influxOutput.endpointDatabase endpointhttp://
influxOutput.databaseDatabase nametelegraf
influxOutput.httpBasicAuth.enabledWhether http basic authentication is enabledfalse
influxOutput.httpBasicAuth.usernameDatabase usernametelegraf
influxOutput.httpBasicAuth.passwordDatabase passwordmetrics
The SLATE Team