Skip to main content

EC2 network latency

Last updated on

EC2 network latency is an AWS chaos fault that adds a configurable amount of latency (with optional jitter) to outbound network traffic on a target EC2 instance for a configurable duration. The latency can be scoped to specific destination hosts or IPs, and applied on a specific network interface. The fault dispatches the shaping rules via AWS Systems Manager Run Command.

Use this fault to test how a workload reacts when network round-trip times grow: do timeouts trigger correctly, do retries amplify load, do connection pools become exhausted, does observability surface the increased latency?

Run your first experiment

If you have not configured the chaos infrastructure yet, go to Quickstart to install the chaos infrastructure and run an experiment end to end.


Use cases

Run this fault when you want to answer concrete questions like:

  • Cross-AZ latency simulation: When latency to a specific destination rises by 50-100 ms, does the application degrade gracefully or do downstream timeouts cascade?
  • Database call timeouts: When latency to the database is added, does the client-side timeout fire at the expected point and does the application surface a clean error?
  • Connection pool exhaustion: Do connection pools (HTTP, database, queue) survive added latency, or do they exhaust and block all callers?
  • Retry storm protection: Do retries with exponential backoff and jitter prevent storms, or do they pile on?
  • SLO validation: When latency is added, does the SLO error budget burn at the expected rate?

Prerequisites

  • Kubernetes version: 1.21 or later for the chaos infrastructure cluster.
  • Target instance is reachable via SSM: The instance has the SSM Agent running and an instance profile with AmazonSSMManagedInstanceCore.
  • Selector provided: Either EC2_INSTANCE_ID or EC2_INSTANCE_TAG is set.
  • Network shaping tools installable: tc / iproute2 must be installable on the target. Set INSTALL_NETEM=true (default) to install them if missing.
  • AWS credentials available: Either an AWS credentials file uploaded as a File Secret in Harness Secret Manager (see Authentication below) or IRSA on the chaos infrastructure service account.

Supported environments

PlatformSupport status
Amazon EC2 (Linux instances with SSM Agent)Supported
Amazon EKS managed worker nodesSupported (if SSM Agent is installed)
Amazon EKS self-managed worker nodesSupported (if SSM Agent is installed)
Targeting by tagSupported via EC2_INSTANCE_TAG
Targeting by IDSupported via EC2_INSTANCE_ID
Windows instancesNot supported (Linux-only network shaping)

Permissions required

{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Action": [
"ec2:DescribeInstances",
"ec2:DescribeInstanceStatus"
],
"Resource": "*"
},
{
"Effect": "Allow",
"Action": [
"ssm:SendCommand",
"ssm:CancelCommand",
"ssm:GetCommandInvocation",
"ssm:DescribeInstanceInformation",
"ssm:GetDocument",
"ssm:DescribeDocument"
],
"Resource": "*"
}
]
}

Go to common policy for all AWS faults to use a single superset IAM policy.


Authentication

The fault supports three credential delivery models. Pick one based on how your chaos infrastructure is deployed.

MethodWhen to use itHow to configure
Harness Secret Manager file secretChaos infrastructure runs outside EKS, or you want explicit static credentialsUpload the AWS credentials file as a File Secret in Harness Secret Manager and reference its identifier via AWS_AUTHENTICATION_SECRET
IAM Roles for Service Accounts (IRSA)Chaos infrastructure runs in EKS and uses an OIDC-bound service accountNo tunable changes; the chaos pod inherits the role automatically. Go to AWS IAM integration to set it up
Assume roleThe fault needs to act in a different account or with elevated permissionsSet ASSUME_ROLE_ARN to the role ARN; the chaos pod assumes the role on top of its base credentials

When using the Harness Secret Manager method, the File Secret should contain an AWS credentials file in the standard ~/.aws/credentials format:

[default]
aws_access_key_id = REPLACE_WITH_ACCESS_KEY_ID
aws_secret_access_key = REPLACE_WITH_SECRET_ACCESS_KEY

Upload this file as a File Secret in Harness Secret Manager (Project Setup → Secrets → New File Secret), and pass the secret identifier in AWS_AUTHENTICATION_SECRET.


Fault tunables

Required parameters

TunableDescriptionDefault
REGIONAWS region that hosts the target instance.(required)
EC2_INSTANCE_ID or EC2_INSTANCE_TAGOne of these must be set to select the target instance(s).""

Chaos parameters

TunableDescriptionDefault
NETWORK_LATENCYLatency to inject (in milliseconds).3000
JITTERRandom variation in latency (in milliseconds).2000
NETWORK_INTERFACENetwork interface to apply shaping on.eth0
DESTINATION_HOSTSComma-separated list of destination hostnames to target. Leave empty to affect all destinations.""
DESTINATION_IPSComma-separated list of destination IPs/CIDRs to target. Leave empty to affect all destinations.""
TOTAL_CHAOS_DURATIONDuration of the fault in seconds.30
INSTANCE_AFFECTED_PERCPercentage of matching instances to target (only with EC2_INSTANCE_TAG). 0 targets one instance.0
INSTALL_DEPENDENCIESInstall dependencies inside the target instance if missing. Set to False to skip.True
INSTALL_NETEMInstall the tc / netem networking tools if missing.true
PROXYHTTP/HTTPS proxy used by the in-instance installer (for example https_proxy=http://proxy.server:3128).""
SEQUENCEOrder in which multiple instances are processed: parallel or serial.parallel
RAMP_TIMEWait period in seconds before and after the fault.0

Authentication

TunableDescriptionDefault
ASSUME_ROLE_ARNARN of an IAM role to assume on top of the base credentials.""
AWS_AUTHENTICATION_SECRETIdentifier of the File Secret in Harness Secret Manager that contains the AWS credentials file. Not required when using IRSA.""
Scope the blast radius with destinations

Without DESTINATION_HOSTS or DESTINATION_IPS, the latency applies to all outbound traffic, including the SSM control channel back to AWS. Scope to specific destinations whenever possible.


Fault execution in brief

Sends an SSM Run Command to the selected instance(s) in REGION that adds a network-shaping rule on NETWORK_INTERFACE to delay outbound traffic to DESTINATION_HOSTS/DESTINATION_IPS by NETWORK_LATENCY ± JITTER milliseconds for TOTAL_CHAOS_DURATION seconds, then removes the rule.


Expected behavior during fault execution

  • Outbound RTT to the targeted destinations rises by approximately NETWORK_LATENCY ± JITTER milliseconds.
  • TCP connections established during the fault have inflated handshake times.
  • Long-running connections continue working but with higher latency per round trip.
  • Latency-sensitive operations (synchronous RPCs, database queries) may time out depending on client configuration.
  • CloudWatch network metrics (NetworkIn, NetworkOut) typically do not visibly change; latency does not affect throughput unless callers retry aggressively.
When the fault ends

The chaos pod removes the network-shaping rule. Latency to the targeted destinations returns to baseline within seconds. Connections that timed out during the fault must be re-established.

Signals to watch

  • End-to-end latency: Use an HTTP probe against an endpoint that calls one of the affected destinations.
  • Synthetic RTT from the target: Use a command probe that runs ping -c 3 <destination> via SSM during the fault.
  • Connection-pool saturation: Use Prometheus probes on application-specific pool-size metrics.

Verify the fault execution effect

While the experiment is running:

  1. Confirm the shaping rule is in place via SSM.

    aws ssm send-command \
    --region <region> \
    --instance-ids <id> \
    --document-name AWS-RunShellScript \
    --parameters 'commands=["tc qdisc show dev <NETWORK_INTERFACE>"]'
  2. Measure RTT to the destination.

    aws ssm send-command \
    --region <region> \
    --instance-ids <id> \
    --document-name AWS-RunShellScript \
    --parameters 'commands=["ping -c 5 <destination-host>"]'

Recovery and cleanup

  • End of duration: The chaos pod removes the network-shaping rule.
  • Abort the experiment: Stopping the experiment from Chaos Studio cancels the in-flight SSM command and removes any installed rules.
  • Manual cleanup: If a rule is left behind, remove it via SSM: tc qdisc del dev <NETWORK_INTERFACE> root.

Limitations

  • Linux-only payload: This fault shapes traffic on Linux instances. For Windows hosts, use windows-ec2-network-latency.
  • SSM Agent required: Instances without the SSM Agent online cannot be targeted.
  • Outbound only: Latency is applied to traffic leaving NETWORK_INTERFACE. Inbound latency is not directly controllable from the receiver side.
  • Control-channel impact: Without DESTINATION_HOSTS/DESTINATION_IPS, the rule affects all outbound traffic including the SSM control channel; very high latency values may delay cleanup.
  • DNS resolution: Hosts in DESTINATION_HOSTS are resolved once at the start of the fault. IPs that change during the experiment are not picked up.

Troubleshooting

EC2 network latency experiment fails with InvalidInstanceId in Harness Chaos Engineering

The SSM Agent is not online for the target instance. Confirm with aws ssm describe-instance-information --filters 'Key=InstanceIds,Values=<id>'. If missing, install the SSM Agent and attach an instance profile that includes AmazonSSMManagedInstanceCore.

EC2 network latency runs but RTT to the destination does not change

The most common causes are: tc/iproute2 failed to install (set INSTALL_NETEM=true and verify network egress from the instance, or use PROXY); NETWORK_INTERFACE is wrong (use 'ip link show' to confirm); or DESTINATION_HOSTS resolved to IPs that the target reaches via a different interface. Run 'tc qdisc show dev <interface>' via SSM during the fault to verify the rule is in place.

EC2 network latency disrupted my SSM connection and the fault hangs

DESTINATION_HOSTS / DESTINATION_IPS were left empty, so latency applied to all outbound traffic including the SSM control channel. Wait for TOTAL_CHAOS_DURATION to elapse and the cleanup command to land, then rerun with explicit DESTINATION_HOSTS or DESTINATION_IPS that exclude the SSM endpoint.