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    История сбоев Datarobot

    52 Datarobot incidents · октябрь 2024 г. — official updates, affected components, duration and resolution details.

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    Провал проверки сеанса Codespace на генеративной игровой площадке AI

    Начало 18 августа 2026 г. в 12:20 UTC · 2h 24m

    IssuesНезначительный инцидент
    Затронутые компоненты
    APIGenerative AI VDB BuilderGenerative AI LLM PlaygroundMLOpsAutoMLAPIAI Catalog and Data IngestAI AppsPredictionsGenerative AI LLM PlaygroundMLOpsAI Catalog and Data IngestPredictionNotebooksGenerative AI VDB BuilderWebsitePredictionsNotebooksAI AppsWebsiteGenerative AI VDB BuilderMLOpsGenerative AI LLM PlaygroundAutoMLWebsiteAI AppsPipelineAI Catalog and Data IngestAutoMLAPI
    1. 18 августа 2026 г. в 12:20 UTCidentified

      Сессия Codespace в Generative AI Playground не работает из-за ошибки проверки. Инженеры работают над созданием исправления.

    2. 18 августа 2026 г. в 13:56 UTCidentified

      Инженерия внедрила исправление и в настоящее время работает над его развертыванием в производственных кластерах.

    3. 18 августа 2026 г. в 14:44 UTCresolved

      В настоящее время исправление развернуто во всех средах Prod, и игровая площадка Generative AI теперь работает, как и ожидалось.

    Автоматический перевод официального обновления инцидента.

    Проблемы с созданием векторной базы данных

    Начало 24 июля 2026 г. в 17:32 UTC · 1h 10m

    IssuesНезначительный инцидент
    Затронутые компоненты
    Generative AI VDB BuilderGenerative AI VDB BuilderGenerative AI VDB Builder
    1. 24 июля 2026 г. в 17:32 UTCinvestigating

      Команда DataRobot Engineering наблюдала за проблемами при создании базы данных векторов DataRobot. В настоящее время это влияет на все среды DataRobot MTS, и инженерия изучает первопричину.

    2. 24 июля 2026 г. в 17:44 UTCmonitoring

      Инженерная команда применила исправление, и создание базы данных Vector уже работает. Команда следит за ситуацией.

    3. 24 июля 2026 г. в 18:42 UTCresolved

      Инженеры отметили, что создание базы данных Vector работает во всех средах DataRobot MTS. Инцидент решен.

    Автоматический перевод официального обновления инцидента.

    Issues with prediction requests against custom model deployments

    Начало 2 июля 2026 г. в 13:03 UTC · 34m

    IssuesНезначительный инцидент
    Затронутые компоненты
    Generative AI LLM PlaygroundAutoMLAPIAI Catalog and Data IngestGenerative AI VDB BuilderPredictionsAI AppsWebsiteMLOps
    1. 2 июля 2026 г. в 13:03 UTCinvestigating

      We are investigating issues in MTSaaS within EU region impacting prediction requests against Custom Models deployments.

    2. 2 июля 2026 г. в 13:20 UTCidentified

      The team root caused the issue causing HTTP 403 responses for Custom Model deployments in EU region.  Mitigations were applied and the team is verifying the fix stabilized the service.

    3. 2 июля 2026 г. в 13:37 UTCresolved

      The issue is contained and the team has verified that predictions against Custom Models in all MTSaaS environments are healthy.

    Batch Jobs queued up in US MTS

    Начало 29 мая 2026 г. в 08:37 UTC · 5d 0h

    IssuesНезначительный инцидент
    Затронутые компоненты
    Generative AI VDB BuilderAI AppsPredictionsGenerative AI LLM PlaygroundMLOpsAI Catalog and Data IngestNotebooksWebsiteAutoMLPipelineAPI
    1. 29 мая 2026 г. в 08:37 UTCidentified

      Batch jobs that are currently in the queue are completed successfully; however, their completion status is not being updated correctly. As a temporary workaround, we are manually marking these jobs as completed while we work on implementing a solution.

    2. 29 мая 2026 г. в 10:22 UTCidentified

      The affected jobs have been resolved and the issue is mitigated. Engineering is actively working on a permanent fix and testing is currently underway

    3. 29 мая 2026 г. в 14:38 UTCmonitoring

      The remediation script has been deployed and Engineering is actively monitoring the situation. Batch jobs may take longer than usual to show as completed until a permanent fix is rolled out in the next production deployment.

    4. 29 мая 2026 г. в 15:20 UTCmonitoring

      We are continuing to monitor for any further issues.

    5. 3 июня 2026 г. в 09:29 UTCresolved

      A fix has been deployed to production and the issue is now resolved. All systems are operating normally.

    Delay in Feature Drift Statistics Processing

    Начало 28 мая 2026 г. в 08:30 UTC · 1h 17m

    IssuesНезначительный инцидент
    Затронутые компоненты
    MLOps
    1. 28 мая 2026 г. в 09:09 UTCidentified

      Feature drift statistics are currently experiencing a processing delay of approximately 1 hour. No data has been lost, and all metrics will reflect accurate values once processing catches up. Our team is actively working to resolve this.

    2. 28 мая 2026 г. в 09:47 UTCresolved

      Feature drift statistics processing has been restored to normal. All metrics are now up to date. No data was lost.

    Customers Experiencing Errors with New Custom Model Creation.

    Начало 26 мая 2026 г. в 05:09 UTC · 1h 9m

    IssuesНезначительный инцидент
    Затронутые компоненты
    AI Catalog and Data IngestAutoMLAPI
    1. 26 мая 2026 г. в 05:09 UTCinvestigating

      We are experiencing a service interruption with Custom Models functionality in US SAAS environment. Predictions to existing deployments are working fine, but users cannot create new custom models. Engineering is investigating the issue and will provide updates as we make further progress.

    2. 26 мая 2026 г. в 06:01 UTCmonitoring

      Engineering has applied a fix in the US SAAS environment which resolved the issue. At the time of issue, some users might have experienced issues with Custom Apps, Data upload and custom model creation. The issue is contained.

    3. 26 мая 2026 г. в 06:04 UTCmonitoring

      We are continuing to monitor for any further issues.

    4. 26 мая 2026 г. в 06:18 UTCresolved

      Custom Models, Custom Applications & Data upload services are back to Operational state in US SAAS Environment. Issue is Resolved.

    Widespread intermittent service issues for new workloads in US Production

    Начало 8 мая 2026 г. в 00:15 UTC · 20h 6m

    IssuesНезначительный инцидент
    Затронутые компоненты
    AI AppsMLOpsNotebooks
    1. 8 мая 2026 г. в 03:53 UTCmonitoring

      We are currently experiencing intermittent service issues in US Production, which are primarily affecting the launch of new workloads for Notebooks, Custom models, and Custom Applications. This issue does not impact existing workloads. This disruption is strongly correlated with an ongoing AWS Availability Zone outage (https://health.aws.amazon.com/health/status), causing resource allocation failures. The team is actively monitoring the situation and tracking updates from AWS.

    2. 8 мая 2026 г. в 06:13 UTCidentified

      We are continuing to experience issues launching new workloads for Custom Models and Custom Applications in US Production. This is connected to an ongoing AWS outage. Our team is exploring multiple mitigation options.

    3. 8 мая 2026 г. в 13:40 UTCmonitoring

      Engineering resolved the underlying issue with workload scheduling and is monitoring the cluster.

    4. 8 мая 2026 г. в 20:21 UTCresolved

      Engineering confirmed the issue is resolved and all services are restored.

    Delay in processing actual messages

    Начало 10 апреля 2026 г. в 10:24 UTC · 36m

    IssuesНезначительный инцидент
    Затронутые компоненты
    MLOps
    1. 10 апреля 2026 г. в 10:24 UTCmonitoring

      Processing actual messages on JP MTS is delayed due to autoscaling malfunction. Engineering scaled up the deployment to alleviate the issue. Root cause mitigation in progress

    2. 10 апреля 2026 г. в 11:01 UTCresolved

      Engineering has applied the required infrastructure configuration changes. The service is operating normally and no further user impact is observed. Engineering will continue monitoring cluster health to ensure stability. The incident is now marked as Contained.

    Elevated Errors on Managed AI Cloud

    Начало 9 апреля 2026 г. в 21:56 UTC · 15h 8m

    OutageСерьёзный инцидент
    Затронутые компоненты
    AI AppsNotebooks
    1. 9 апреля 2026 г. в 21:56 UTCinvestigating

      We're experiencing an elevated level of errors and are currently looking into the issue.

    2. 9 апреля 2026 г. в 22:56 UTCmonitoring

      A fix has been implemented and we are monitoring the results.

    3. 10 апреля 2026 г. в 11:31 UTCmonitoring

      Engineering has applied changes to mitigate the elevated error rates. Services are now operating normally. We are continuing to monitor the system while investigating the cause of the issue.

    4. 10 апреля 2026 г. в 13:04 UTCresolved

      Engineering has implemented the required fixes to resolve the elevated error rates. Services are now operating normally, and no further user impact has been observed. The team will continue to monitor the system to ensure stability. The incident is now considered contained.

    Degraded Performance on DataRobot MTS due to Quay outage

    Начало 30 марта 2026 г. в 20:43 UTC · 12h 11m

    IssuesНезначительный инцидент
    Затронутые компоненты
    APIGenerative AI VDB BuilderGenerative AI LLM PlaygroundMLOpsAutoMLAPIAI Catalog and Data IngestAI AppsPredictionsGenerative AI LLM PlaygroundMLOpsAI Catalog and Data IngestPredictionNotebooksGenerative AI VDB BuilderWebsitePredictionsNotebooksAI AppsWebsiteGenerative AI VDB BuilderMLOpsGenerative AI LLM PlaygroundAutoMLWebsiteAI AppsPipelineAI Catalog and Data IngestAutoMLAPI
    1. 30 марта 2026 г. в 20:43 UTCidentified

      Our engineering team has found the the Quay outage currently happening is causing degraded performance across the DataRobot platform. Engineering is currently monitoring the situation.

    2. 30 марта 2026 г. в 20:44 UTCidentified

      We are continuing to work on a fix for this issue.

    3. 31 марта 2026 г. в 08:53 UTCresolved

      Quay.io functionality has been restored and DataRobot environments are fully stabilized.

    Performance Degradation on Managed AI Cloud

    Начало 13 марта 2026 г. в 17:49 UTC · 54m

    IssuesНезначительный инцидент
    Затронутые компоненты
    API
    1. 13 марта 2026 г. в 17:49 UTCinvestigating

      We are experiencing performance degradation on Managed AI Cloud.

    2. 13 марта 2026 г. в 18:31 UTCmonitoring

      A fix has been implemented and we are monitoring the results.

    3. 13 марта 2026 г. в 18:43 UTCresolved

      This incident has been resolved.

    Intermittent UI disruptions on Managed AI Cloud

    Начало 11 марта 2026 г. в 20:05 UTC · 5d 22h

    IssuesНезначительный инцидент
    Затронутые компоненты
    WebsiteAPI
    1. 11 марта 2026 г. в 20:05 UTCinvestigating

      We are currently investigating this issue.

    2. 11 марта 2026 г. в 20:22 UTCmonitoring

      A fix has been implemented and we are monitoring the results.

    3. 17 марта 2026 г. в 18:31 UTCmonitoring

      We are continuing to monitor for any further issues.

    4. 17 марта 2026 г. в 18:32 UTCresolved

      This incident has been resolved.

    Network issue related to Kubernetes in US cluster

    Начало 11 марта 2026 г. в 14:36 UTC · 2h 5m

    OutageСерьёзный инцидент
    Затронутые компоненты
    PredictionsMLOpsPipeline
    1. 11 марта 2026 г. в 14:36 UTCinvestigating

      DataRobot is experiencing network issue related to Kubernetes in US Cluster. This will have impact on model deployment and predictions. Engineering is investigating the root cause.

    2. 11 марта 2026 г. в 15:06 UTCidentified

      Engineering has identified the root cause of the problem and a mitigation is put in place.

    3. 11 марта 2026 г. в 15:19 UTCmonitoring

      The mitigation implemented by Engineering has improved the network issue. The team is continuing to monitor the environment to ensure full recovery.

    4. 11 марта 2026 г. в 16:41 UTCresolved

      The mitigation implemented by Engineering has resolved the Kubernetes network issue, and the incident is now contained.

    Degraded Performance on the DataRobot MTS due to Quay outage

    Начало 18 февраля 2026 г. в 21:04 UTC · 16m

    IssuesНезначительный инцидент
    Затронутые компоненты
    APIGenerative AI VDB BuilderGenerative AI LLM PlaygroundMLOpsAutoMLAPIAI Catalog and Data IngestAI AppsPredictionsGenerative AI LLM PlaygroundMLOpsAI Catalog and Data IngestPredictionNotebooksGenerative AI VDB BuilderWebsitePredictionsNotebooksAI AppsWebsiteGenerative AI VDB BuilderMLOpsGenerative AI LLM PlaygroundAutoMLWebsiteAI AppsPipelineAI Catalog and Data IngestAutoMLAPI
    1. 18 февраля 2026 г. в 21:04 UTCinvestigating

      Our engineering team has found the the Quay outage currently happening is causing degraded performance across the DataRobot platform.

    2. 18 февраля 2026 г. в 21:19 UTCresolved

      This incident is now resolved.

    LLM blueprints deployments cannot be created

    Начало 17 февраля 2026 г. в 15:48 UTC · 7m

    OutageСерьёзный инцидент
    Затронутые компоненты
    Generative AI LLM Playground
    1. 17 февраля 2026 г. в 15:48 UTCidentified

      LLM blueprints deployments can not be created in JP MTS environment. Engineering is rolling back JP cluster to previous version to mitigate the issue.

    2. 17 февраля 2026 г. в 15:55 UTCresolved

      Rollback of the JP cluster to the previous version is complete and the problem has been mitigated.

    Agent Application Template Impacted After Moderations Library Upgrade.

    Начало 16 февраля 2026 г. в 11:35 UTC · 1h 14m

    IssuesНезначительный инцидент
    Затронутые компоненты
    AI AppsAI AppsAI Apps
    1. 16 февраля 2026 г. в 11:35 UTCidentified

      Agent application template is affected with the recent moderations library upgrade, fix is identified and mitigation is in progress.

    2. 16 февраля 2026 г. в 12:49 UTCresolved

      New version of Agentic application template is released, the issue is resolved

    Degraded Performance on the DataRobot US MTS

    Начало 13 февраля 2026 г. в 20:39 UTC · 53m

    IssuesНезначительный инцидент
    Затронутые компоненты
    AI Catalog and Data IngestAPI
    1. 13 февраля 2026 г. в 20:39 UTCinvestigating

      We are observing issues on DataRobot US MTS environment. Users may experience degraded performance using APIs and data ingest services. The engineering team is currently investigating the root cause.

    2. 13 февраля 2026 г. в 21:31 UTCresolved

      The incident has now been resolved. All services are now operational.

    Problem connecting to DataRobot due to client browser caching

    Начало 8 января 2026 г. в 18:15 UTC · 13d 20h

    OutageКритический инцидент
    Затронутые компоненты
    WebsiteWebsiteWebsite
    1. 8 января 2026 г. в 18:15 UTCmonitoring

      Some customers have reported issue connecting to DataRobot. Please do a hard refresh of your browser by clearing the cache and this should fix the problem. As always let us know if it continue to have issue connecting to DataRobot after clearing the cache.

    2. 8 января 2026 г. в 18:16 UTCmonitoring

      We are continuing to monitor for any further issues.

    3. 22 января 2026 г. в 14:19 UTCresolved

      This incident has been resolved.

    Degraded Platform Performance Due to Docker Hub Outage

    Начало 17 декабря 2025 г. в 17:00 UTC · 0m

    IssuesНезначительный инцидент
    1. 17 декабря 2025 г. в 17:41 UTCresolved

      Between 16:50 UTC and 17:09 UTC, one of external providers(DockerHub) had an outage that might have caused temporary delays in starting platform workloads. The issue has been resolved and normal operations have resumed. Engineering is continuing to monitor the system.

    Degraded Platform Performance Due to Docker Hub Outage

    Начало 5 декабря 2025 г. в 11:09 UTC · 26m

    IssuesНезначительный инцидент
    Затронутые компоненты
    MLOpsPredictionsMLOpsPredictionPredictionsPredictionsMLOpsMLOps
    1. 5 декабря 2025 г. в 11:09 UTCmonitoring

      Between 09:04 UTC and 09:17 UTC, one of external providers(DockerHub) had an outage that might have caused temporary delays in starting platform workloads. The issue has been resolved and normal operations have resumed. Engineering is continuing to monitor the system.

    2. 5 декабря 2025 г. в 11:35 UTCresolved

      The engineering team has confirmed recovery across all MTS and STS environments. No further updates are expected.