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You can now use Metrics Explorer to find individual DoFns that cause latencies in streaming jobs. These metrics are available in streaming pipelines that use Apache Beam 2.53.0 and later versions. The following new metrics are available:
Model Monitoring v2 is in Preview, which centralizes model monitoring configuration and visualization on a model version and enables monitoring models being served outside of Vertex AI. For more information, see Vertex AI Model Monitoring overview.
The ranking API takes a list of documents and reranks those documents based on how relevant the documents are to a query. This is a stateless API that does not require you to index documents in advance.
Upgraded the Open Telemetry image from v0.91.0-gke.9 to v0.99.0-gke.1 to pick up vulnerability fixes. To understand the changes in each release, review the full changelog for opentelemetry-collector-contrib.
The Standard in Preview service level is now called Flex and is generally available. You can now use the Flex service level in additional regions. For more information, see NetApp Volumes key features.
This release introduces Shadow API Discovery in preview. Shadow API Discovery finds shadow APIs (also known as undocumented or unmanaged APIs) in your existing cloud infrastructure. Shadow APIs pose a security risk to your system, since they might be unsecured, unmonitored, and unmaintained.
Preview release of API Management features in Gemini Code Assist: generative AI API spec creation with enterprise context and Apigee policy code explanation. This release also includes the preview release of enhanced API hub interaction in Cloud Code.
This release also includes updates to API hub interaction from Cloud Code: An update to the Cloud Code extension enables you to interact with any API in your API hub using a mock server in Cloud Code, make changes to the API, and publish it back to API hub. For information and usage instructions, see Edit APIs.
Cloud SQL for MySQL major versions that have reached community end-of-life (EOL) will receive extended support starting on February 1, 2025. For more information about extended support, see Extended support for Cloud SQL.
Cloud SQL for PostgreSQL major versions that have reached community end-of-life (EOL) will receive extended support starting on February 1, 2025. For more information about extended support, see Extended support for Cloud SQL.
Note: This release reflects a change to the Helm chart templates and not a change to the images. If your hybrid installation is currently on Apigee hybrid v1.12.0, you can install this hotfix release by downloading the charts with the version tag 1.12.0-hotfix.1 and updating the apigee-operator and apigee-datastore charts with the helm upgrade command and your current overrides files.
The agent adapter generates events during co-browse sessions. You can use these events to get insights into co-browse session details, such as start and end times and the modes that are requested or accepted by the end-user. For more information, see Event types.
(New guide) Build an ML vision analytics solution with Dataflow and Cloud Vision API: Deploy a Dataflow pipeline to process large-scale image files with Cloud Vision. Dataflow stores the results in BigQuery so that you can use them to train BigQuery ML pre-built models. This architecture is accompanied by a reference architecture and a deployment guide.
If you use a third-party storage vendor, check the Ready storage partners document to make sure the storage vendor has already passed the qualification for this release of Google Distributed Cloud software.
The following Kubernetes versions are now available for new clusters and foropt-in control plane upgrades and node upgrades for existing clusters. For moreinformation on versioning and upgrades, see GKE versioning and supportand Upgrades.
Vector Search supports sparse embeddings and hybrid search in Public preview. Hybrid search uses both dense and sparse embeddings, which lets you search based on a combination of keyword search and semantic search. For how to format dense, sparse, and hybrid embeddings, see Input data and structure.
Version 1.7 of the ABAP SDK for Google Cloud is generally available (GA). This version brings in expanded support for more Google Cloud APIs, authentication improvements for Cloud Functions, SDK feature enhancements, and bug fixes.
We are introducing changes to deleting a private cloud; specifically, when you delete a private cloud, your billing will stop immediately but the private cloud deletion can take up to 24 hours. During this time, you will continue to see your private cloud in the Google Cloud console and your VMs will continue to run but you will not be billed.
GKE now provides insights and recommendations to create a backup plan for unprotected clusters that have existed for more than 7 days. These insights and recommendations are currently available in us-central1-a. See Backup for GKE and protect clusters with Backup for GKE documents for details.
Dual-token authentication is Generally Available. You can now enable this feature by using the Google Cloud Console in addition to the gcloud SDK and REST API. When this feature is enabled, Media CDN uses a short-duration token and a long-duration token to authenticate requests.
You can use the globally scoped edge security policies of Cloud Armor for Layer 7 filtering. This feature is in Preview. For an example, see Example: Deny requests for cached content with specific headers.
In BigQuery MLunivariate time series models,theFORECAST_LIMIT_LOWER_BOUNDandFORECAST_LIMIT_UPPER_BOUNDparameters now work with theTIME_SERIES_ID_COLparameter. The FORECAST_LIMIT_LOWER_BOUND and FORECAST_LIMIT_UPPER_BOUNDarguments let you set the lower and upper bounds of the forecasted valuesreturned by the model. Try this feature with theLimit forecasted values for a time series modeltutorial.
Monitoring active queries in Cloud SQL for PostgreSQL, which is part of the Gemini in Databases Preview, is temporarily unavailable. You can still monitor completed queries. For more information about monitoring queries, see Use Query Insights to improve query performance.
Drill fields and links that are defined with the drill_fields and link LookML parameters in Looker are now available to Looker Studio report viewers in the Drill Actions menu on Looker Studio table charts.
Version 3.3 of Google Cloud's Agent for SAP is generally available (GA). This version introduces enhancements to back up SAP HANA while using the agent's Backint and disk snapshot features. It also introduces support for using hdbuserstore keys to authenticate SAP HANA users.
The C4 machine family is available in Public Preview for Standard clusters running GKE version 1.29.2-gke.1521000 and later. You can select this family by using the --machine-type flag when creating a cluster or node pool. The following limitations apply:
The GKE Container Security API is now enabled automatically when GKE Enterprise is enabled on a project. This change ensures the security and compliance features are ready for use as part of GKE Enterprise activation.
Enhanced the existing curated detections for AWS rule sets in the Cloud Threats category to add 40 new detections. These new rules, added to existing rule sets, expand the coverage and are designed to identify tactics and techniques commonly employed by malicious actors that use popular open source offensive security tools against AWS resources.
If the management console and backup/recovery appliance connectivity is not established for more than 6 hours, contact customer support to resolve the issue. This is particularly relevant to the appliance running on version 11.0.11.323 or later. You can check the connection status from the Connectivity column in the Manage > Appliances page.
You can now order Performance SSD storage for your Bare Metal Solution. For more information and availability in your region, see Performance SSD storage. This feature is generally available (GA). To learn how to order Performance SSD storage, see Order Bare Metal Solution resources.
Cloud Data Fusion version 6.10.1 has a known issue in the Cloud Storage plugin causing pipelines to intermittently fail if the plugin contains a * regex pattern and uses Dataproc 2.0. To mitigate this issue:
You can now use Terraform to provision new regions and create authentication profiles. For a detailed reference document about terraform resources, see google_integrations_client and google_integrations_auth_config.
Cloud Armor now supports regional internal Application Load Balancers in public preview. You can use the regional backend security policy type with this load balancer. For more information, see types of security policies.
Preview: You can now define organizational best practices for your workloads using custom rules written in the Rego policy language. Workload Manager evaluates your workloads against these rules and creates reports for any violation and helps you prioritize remediation. This helps you continuously improve the quality, reliability, and performance of your workloads. For more information, see Implementing best practices using custom rules.
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