Content is user-generated and unverified.

Summary of the Amazon DynamoDB Service Disruption in Northern Virginia (US-EAST-1) Region

Overview

We wanted to provide you with some additional information about the service disruption that occurred in the N. Virginia (us-east-1) Region on October 19 and 20, 2025.

Event Timeline:

  • Start: 11:48 PM PDT on October 19, 2025
  • End: 2:20 PM PDT on October 20, 2025

Three Distinct Periods of Impact:

  1. DynamoDB API Errors (11:48 PM Oct 19 - 2:40 AM Oct 20)
    • Amazon DynamoDB experienced increased API error rates
  2. Network Load Balancer Issues (5:30 AM - 2:09 PM Oct 20)
    • NLB experienced increased connection errors for some load balancers
    • Caused by health check failures in the NLB fleet
  3. EC2 Instance Launch Failures (2:25 AM - 10:36 AM Oct 20)
    • New EC2 instance launches failed
    • Instance launches began succeeding from 10:37 AM
    • Some newly launched instances experienced connectivity issues until 1:50 PM

DynamoDB

Impact Period: 11:48 PM PDT Oct 19 - 2:40 AM PDT Oct 20

Customers experienced increased Amazon DynamoDB API error rates in the N. Virginia (us-east-1) Region. During this period, customers and other AWS services with dependencies on DynamoDB were unable to establish new connections to the service.

Root Cause

The incident was triggered by a latent defect within the service's automated DNS management system that caused endpoint resolution failures for DynamoDB.

Background: DynamoDB DNS Architecture

Many of the largest AWS services rely extensively on DNS to provide seamless scale, fault isolation and recovery, low latency, and locality. Services like DynamoDB maintain hundreds of thousands of DNS records to operate a very large heterogeneous fleet of load balancers in each Region.

Automation is crucial to ensuring that these DNS records are updated frequently to add additional capacity as it becomes available, to correctly handle hardware failures, and to efficiently distribute traffic to optimize customers' experience. This automation has been designed for resilience, allowing the service to recover from a wide variety of operational issues.

In addition to providing a public regional endpoint, this automation maintains additional DNS endpoints for several dynamic DynamoDB variants including:

  • A FIPS compliant endpoint
  • An IPv6 endpoint
  • Account-specific endpoints

Technical Details of the Root Cause

The root cause of this issue was a latent race condition in the DynamoDB DNS management system that resulted in an incorrect empty DNS record for the service's regional endpoint (dynamodb.us-east-1.amazonaws.com) that the automation failed to repair.

DNS Management System Architecture:

The system is split across two independent components for availability reasons:

Component 1: DNS Planner

  • Monitors the health and capacity of the load balancers
  • Periodically creates a new DNS plan for each of the service's endpoints consisting of a set of load balancers and weights
  • Produces a single regional DNS plan, which greatly simplifies capacity management and failure mitigation when capacity is shared across multiple endpoints

Component 2: DNS Enactor

  • Designed with minimal dependencies to allow for system recovery in any scenario
  • Enacts DNS plans by applying the required changes in the Amazon Route53 service
  • Operates redundantly and fully independently in three different Availability Zones (AZs)
  • Each independent instance looks for new plans and attempts to update Route53 by replacing the current plan with a new plan using a Route53 transaction
  • Assures that each endpoint is updated with a consistent plan even when multiple DNS Enactors attempt to update it concurrently

The Race Condition Explained

Normal Operation:

  • A DNS Enactor picks up the latest plan and begins working through the service endpoints to apply this plan
  • This process typically completes rapidly and keeps DNS state freshly updated
  • Before applying a new plan, the DNS Enactor makes a one-time check that its plan is newer than the previously applied plan
  • As the DNS Enactor makes its way through the list of endpoints, it may encounter delays when blocked by another DNS Enactor updating the same endpoint
  • In these cases, the DNS Enactor will retry each endpoint until the plan is successfully applied to all endpoints

What Went Wrong:

Right before this event started, one DNS Enactor experienced unusually high delays needing to retry its update on several of the DNS endpoints. As it was slowly working through the endpoints, several other things were also happening:

  1. The DNS Planner continued to run and produced many newer generations of plans
  2. One of the other DNS Enactors then began applying one of the newer plans and rapidly progressed through all of the endpoints

The timing of these events triggered the latent race condition:

  • When the second Enactor (applying the newest plan) completed its endpoint updates, it invoked the plan clean-up process, which identifies plans that are significantly older than the one it just applied and deletes them
  • At the same time, the first Enactor (which had been unusually delayed) applied its much older plan to the regional DDB endpoint, overwriting the newer plan
  • The check that was made at the start of the plan application process (which ensures that the plan is newer than the previously applied plan) was stale by this time due to the unusually high delays in Enactor processing
  • Therefore, this did not prevent the older plan from overwriting the newer plan
  • The second Enactor's clean-up process then deleted this older plan because it was many generations older than the plan it had just applied
  • As this plan was deleted, all IP addresses for the regional endpoint were immediately removed
  • Additionally, because the active plan was deleted, the system was left in an inconsistent state that prevented subsequent plan updates from being applied by any DNS Enactors
  • This situation ultimately required manual operator intervention to correct

Impact and Recovery Timeline

11:48 PM PDT: All systems needing to connect to the DynamoDB service in the N. Virginia (us-east-1) Region via the public endpoint immediately began experiencing DNS failures and failed to connect to DynamoDB. This included:

  • Customer traffic
  • Traffic from internal AWS services that rely on DynamoDB

Customers with DynamoDB global tables were able to successfully connect to and issue requests against their replica tables in other Regions, but experienced prolonged replication lag to and from the replica tables in the N. Virginia (us-east-1) Region.

12:38 AM (Oct 20): Our engineers had identified DynamoDB's DNS state as the source of the outage

1:15 AM: The temporary mitigations that were applied enabled some internal services to connect to DynamoDB and repaired key internal tooling that unblocked further recovery

2:25 AM: All DNS information was restored

2:32 AM: All global tables replicas were fully caught up

2:25 AM - 2:40 AM: Customers were able to resolve the DynamoDB endpoint and establish successful connections as cached DNS records expired

This completed recovery from the primary service disruption event.


Amazon EC2

Impact Period: 11:48 PM PDT Oct 19 - 1:50 PM PDT Oct 20

Customers experienced increased EC2 API error rates, latencies, and instance launch failures in the N. Virginia (us-east-1) Region.

Important Note: Existing EC2 instances that had been launched prior to the start of the event remained healthy and did not experience any impact for the duration of the event.

After resolving the DynamoDB DNS issue at 2:25 AM PDT, customers continued to see increased errors for launches of new instances. Recovery started at 12:01 PM PDT with full EC2 recovery occurring at 1:50 PM PDT. During this period new instance launches failed with either a "request limit exceeded" or "insufficient capacity" error.

Background: EC2 Instance Launch Management

Key Subsystems:

1. DropletWorkflow Manager (DWFM)

  • Responsible for the management of all the underlying physical servers that are used by EC2 for the hosting of EC2 instances (called "droplets")
  • Each DWFM manages a set of droplets within each Availability Zone
  • Maintains a lease for each droplet currently under management
  • This lease allows DWFM to track the droplet state, ensuring that all actions from the EC2 API or within the EC2 instance itself result in the correct state changes
  • Each DWFM host has to check in and complete a state check with each droplet that it manages every few minutes

2. Network Manager

  • Responsible for the management and propagation of network state to all EC2 instances and network appliances

What Happened

11:48 PM PDT (Oct 19): DWFM state checks began to fail as the process depends on DynamoDB and was unable to complete.

While this did not affect any running EC2 instance, it did result in the droplet needing to establish a new lease with a DWFM before further instance state changes could happen for the EC2 instances it is hosting.

11:48 PM Oct 19 - 2:24 AM Oct 20: Leases between DWFM and droplets within the EC2 fleet slowly started to time out.

2:25 AM PDT: With the recovery of the DynamoDB APIs, DWFM began to re-establish leases with droplets across the EC2 fleet.

Since any droplet without an active lease is not considered a candidate for new EC2 launches, the EC2 APIs were returning "insufficient capacity errors" for new incoming EC2 launch requests.

DWFM Congestive Collapse

DWFM began the process of reestablishing leases with droplets across the EC2 fleet; however, due to the large number of droplets, efforts to establish new droplet leases took long enough that the work could not be completed before they timed out. Additional work was queued to reattempt establishing the droplet lease.

At this point, DWFM had entered a state of congestive collapse and was unable to make forward progress in recovering droplet leases.

Since this situation had no established operational recovery procedure, engineers took care in attempting to resolve the issue with DWFM without causing further issues. After attempting multiple mitigation steps, at 4:14 AM engineers throttled incoming work and began selective restarts of DWFM hosts to recover from this situation.

Restarting the DWFM hosts cleared out the DWFM queues, reduced processing times, and allowed droplet leases to be established.

5:28 AM: DWFM had established leases with all droplets within the N. Virginia (us-east-1) Region and new launches were once again starting to succeed, although many requests were still seeing "request limit exceeded" errors due to the request throttling that had been introduced to reduce overall request load.

Network Manager Impact

When a new EC2 instance is launched, Network Manager propagates the network configuration that allows the instance to communicate with other instances within the same Virtual Private Cloud (VPC), other VPC network appliances, and the Internet.

5:28 AM PDT: Shortly after the recovery of DWFM, Network Manager began propagating updated network configurations to newly launched instances and instances that had been terminated during the event.

Since these network propagation events had been delayed by the issue with DWFM, a significant backlog of network state propagations needed to be processed by Network Manager within the N. Virginia (us-east-1) Region.

6:21 AM: Network Manager started to experience increased latencies in network propagation times as it worked to process the backlog of network state changes.

While new EC2 instances could be launched successfully, they would not have the necessary network connectivity due to the delays in network state propagation.

Engineers worked to reduce the load on Network Manager to address network configuration propagation times and took action to accelerate recovery.

10:36 AM: Network configuration propagation times had returned to normal levels, and new EC2 instance launches were once again operating normally.

Final Recovery Steps

The final step towards EC2 recovery was to fully remove the request throttles that had been put in place to reduce the load on the various EC2 subsystems. As API calls and new EC2 instance launch requests stabilized:

11:23 AM PDT: Our engineers began relaxing request throttles as they worked towards full recovery

1:50 PM: All EC2 APIs and new EC2 instance launches were operating normally


Network Load Balancer (NLB)

Impact Period: 5:30 AM - 2:09 PM PDT Oct 20

Some customers experienced increased connection errors on their NLBs in the N. Virginia (us-east-1) Region.

Background: NLB Architecture

NLB is built on top of a highly scalable, multi-tenant architecture that:

  • Provides load balancing endpoints and routes traffic to backend targets, which are typically EC2 instances
  • Makes use of a separate health check subsystem that regularly executes health checks against all nodes within the NLB architecture
  • Will remove any nodes from service that are considered unhealthy

What Happened

The delays in network state propagations for newly launched EC2 instances caused impact to the Network Load Balancer (NLB) service and AWS services that use NLB.

During the event the NLB health checking subsystem began to experience increased health check failures. This was caused by the health checking subsystem bringing new EC2 instances into service while the network state for those instances had not yet fully propagated.

This meant that in some cases health checks would fail even though the underlying NLB node and backend targets were healthy. This resulted in health checks alternating between failing and healthy. This caused NLB nodes and backend targets to be removed from DNS, only to be returned to service when the next health check succeeded.

Impact and Recovery

6:52 AM: Our monitoring systems detected this, and engineers began working to remediate the issue

The alternating health check results increased the load on the health check subsystem, causing it to degrade, resulting in delays in health checks and triggering automatic AZ DNS failover to occur. For multi-AZ load balancers, this resulted in capacity being taken out of service.

In this case, an application experienced increased connection errors if the remaining healthy capacity was insufficient to carry the application load.

9:36 AM: Engineers disabled automatic health check failovers for NLB, allowing all available healthy NLB nodes and backend targets to be brought back into service. This resolved the increased connection errors to affected load balancers.

2:09 PM: Shortly after EC2 recovered, we re-enabled automatic DNS health check failover


Other AWS Services

AWS Lambda

Impact Period: Oct 19 at 11:51 PM PDT - Oct 20 at 2:15 PM PDT

Customers experienced API errors and latencies for Lambda functions in the N. Virginia (us-east-1) Region.

Initial Impact:

  • DynamoDB endpoint issues prevented function creation and updates
  • Caused processing delays for SQS/Kinesis event sources and invocation errors

2:24 AM: Service operations recovered except for SQS queue processing, which remained impacted because an internal subsystem responsible for polling SQS queues failed and did not recover automatically

4:40 AM: We restored this subsystem

6:00 AM: Processed all message backlogs

7:04 AM: NLB health check failures triggered instance terminations leaving a subset of Lambda internal systems under-scaled. With EC2 launches still impaired, we throttled Lambda Event Source Mappings and asynchronous invocations to prioritize latency-sensitive synchronous invocations

11:27 AM: Sufficient capacity was restored, and errors subsided

2:15 PM: We gradually reduced throttling and processed all backlogs, and normal service operations resumed


Amazon ECS, EKS, and Fargate

Impact Period: Oct 19 at 11:45 PM PDT - Oct 20 at 2:20 PM PDT

Customers experienced container launch failures and cluster scaling delays across:

  • Amazon Elastic Container Service (ECS)
  • Elastic Kubernetes Service (EKS)
  • Fargate

2:20 PM: These services were recovered


Amazon Connect

Impact Period: Oct 19 at 11:56 PM PDT - Oct 20 at 1:20 PM PDT

Amazon Connect customers experienced elevated errors handling calls, chats, and cases in the N. Virginia (us-east-1) Region.

Following the restoration of DynamoDB endpoints, most Connect features recovered except customers continued to experience elevated errors for chats until 5:00 AM.

7:04 AM: Customers again experienced increased errors handling new calls, chats, tasks, emails, and cases, which was caused by:

  • Impact to the NLBs used by Connect
  • Increased error rates and latencies for Lambda function invocations

Customer Impact:

  • Inbound callers experienced busy tones, error messages, or failed connections
  • Both agent-initiated and API-initiated outbound calls failed
  • Answered calls experienced prompt playback failures, routing failures to agents, or dead-air audio
  • Agents experienced elevated errors handling contacts
  • Some agents were unable to sign in
  • Customers also faced elevated errors accessing APIs and Contact Search
  • Real-time, Historical dashboards, and Data Lake data updates were delayed (all data will be backfilled by October 28)

1:20 PM: Service availability was restored as Lambda function invocation errors recovered


AWS Security Token Service (STS)

Impact Period: Oct 19 at 11:51 PM - 9:59 AM PDT

Customers experienced AWS Security Token Service (STS) API errors and latency in the N. Virginia (us-east-1) Region.

1:19 AM: STS recovered after the restoration of internal DynamoDB endpoints

8:31 AM - 9:59 AM: STS API error rates and latency increased again as a result of NLB health check failures

9:59 AM: We recovered from the NLB health check failures, and the service began normal operations


AWS Management Console Authentication

Impact Period: Oct 19 at 11:51 PM PDT - Oct 20 at 1:25 AM PDT

AWS customers attempting to sign into the AWS Management Console using an IAM user experienced increased authentication failures due to underlying DynamoDB issues in the N. Virginia (us-east-1) Region.

Additional Impact:

  • Customers with IAM Identity Center configured in N. Virginia (us-east-1) Region were unable to sign in using Identity Center
  • Customers using their root credential, and customers using identity federation configured to use signin.aws.amazon.com experienced errors when trying to log into the AWS Management Console in regions outside of the N. Virginia (us-east-1) Region

1:25 AM: As DynamoDB endpoints became accessible, the service began normal operations


Amazon Redshift

Impact Period: Oct 19 at 11:47 PM PDT - Oct 20 at 2:21 AM PDT (initial), extended impact until Oct 21 at 4:05 AM

Customers experienced API errors when creating and modifying Redshift clusters or issuing queries against existing clusters in the N. Virginia (us-east-1) Region.

Redshift query processing relies on DynamoDB endpoints to read and write data from clusters. As DynamoDB endpoints recovered, Redshift query operations resumed.

2:21 AM: Redshift customers were successfully querying clusters as well as creating and modifying cluster configurations

Extended Impact: Some Redshift compute clusters remained impaired and unavailable for querying after the DynamoDB endpoints were restored to normal operations.

As credentials expire for cluster nodes without being refreshed, Redshift automation triggers workflows to replace the underlying EC2 hosts with new instances. With EC2 launches impaired, these workflows were blocked, putting clusters in a "modifying" state that prevented query processing and making the cluster unavailable for workloads.

6:45 AM: Our engineers took action to stop the workflow backlog from growing

2:46 PM: When Redshift clusters started to launch replacement instances, the backlog of workflows began draining

4:05 AM PDT Oct 21: AWS operators completed restoring availability for clusters impaired by replacement workflows

Additional Global Impact (Oct 19 at 11:47 PM - Oct 20 at 1:20 AM):

  • Amazon Redshift customers in all AWS Regions were unable to use IAM user credentials for executing queries
  • This was due to a Redshift defect that used an IAM API in the N. Virginia (us-east-1) Region to resolve user groups
  • As a result, IAM's impairment during this period caused Redshift to be unable to execute these queries
  • Redshift customers in AWS Regions who use "local" users to connect to their Redshift clusters were unaffected

Other Impacted Services

Other AWS services that rely on DynamoDB, new EC2 instance launches, Lambda invocations, and Fargate task launches were also impacted in the N. Virginia (us-east-1) Region, including:

  • Managed Workflows for Apache Airflow
  • Outposts lifecycle operations
  • AWS Support Center

Actions Being Taken

We are making several changes as a result of this operational event:

DynamoDB DNS System

  • Already completed: Disabled the DynamoDB DNS Planner and the DNS Enactor automation worldwide
  • In progress: Before re-enabling this automation, we will:
    • Fix the race condition scenario
    • Add additional protections to prevent the application of incorrect DNS plans

Network Load Balancer (NLB)

  • Adding a velocity control mechanism to limit the capacity a single NLB can remove when health check failures cause AZ failover

Amazon EC2

  • Building an additional test suite to augment our existing scale testing
  • This will exercise the DWFM recovery workflow to identify any future regressions
  • Will improve the throttling mechanism in our EC2 data propagation systems to rate limit incoming work based on the size of the waiting queue to protect the service during periods of high load

Ongoing Review

As we continue to work through the details of this event across all AWS services, we will look for additional ways to:

  • Avoid impact from a similar event in the future
  • Further reduce time to recovery

In Closing

We apologize for the impact this event caused our customers. While we have a strong track record of operating our services with the highest levels of availability, we know how critical our services are to our customers, their applications and end users, and their businesses.

We know this event impacted many customers in significant ways. We will do everything we can to learn from this event and use it to improve our availability even further.

Content is user-generated and unverified.
    AWS DynamoDB Outage Report: US-EAST-1 October 2025 Analysis | Claude