국내 No.1 에너지 IT기업 ‘해줌’의 컨플루언트 클라우드 도입 스토리 | 알아보고 등록하기

Confluent on Google Cloud

Drive Real-Time Data Innovation with Confluent on Google Cloud

Unlock real-time data streaming and AI innovation with Confluent and Google Cloud. Through powerful integrations, Confluent’s complete data-streaming platform and Google Cloud’s advanced analytics and AI capabilities empower organizations to process, analyze, and act on data in motion. Together, they deliver scalable, secure solutions that drive faster insights, smarter decisions, and transformative business outcomes across cloud, on-premises, and edge environments.

Google POTY Badge

Empowering Next-Gen Data Architectures with Confluent on Google Cloud

As a five-time Google Cloud Technology Partner of the Year, Confluent enables enterprises across industries to build next-gen data architectures on Google Cloud, unlocking new levels of innovation, agility, and competitive advantage in today’s data-driven world.

Trusted by

Nuuly card
BigCommerce
Key Bank Card
Rodan and Fields

Build Real-Time Data Streaming and AI Applications with Confluent on Google Cloud

Harness the power of Apache Kafka® and Apache Flink® as an integrated, cloud-native data streaming platform to drive data-driven operations, advanced analytics, and GenAI applications.

Stream

Effortlessly integrate Confluent’s complete data-streaming platform on Google Cloud, delivering unified data streaming across on-premises, Google Cloud, and edge environments. This powerful joint solution provides real-time insights and ensures data availability wherever it’s needed.

Connect

Connect and synchronize data effortlessly with Confluent’s rich connector ecosystem on Google Cloud. Migrate and integrate data across on-prem, multi-cloud, and Google Cloud services to transform static data into actionable event streams that drive smarter business decisions.

Process

Achieve scalable data processing with Confluent’s Apache Flink integration on Google Cloud, supporting both stateful and stateless processing without the complexity of managing open-source infrastructure. Simplify real-time data processing with a fully managed solution that enhances performance and flexibility.

Govern

Ensure your data in motion is secure, compliant, and easily accessible with Confluent’s data streaming governance suite on Google Cloud. Together, we deliver a trusted, self-service environment that meets regulatory standards and enhances control over your data’s lifecycle.

Confluent on Google Cloud

Our commitment to cloud innovation and partnership with Google Cloud earned us validation across key areas, with solution badges for BigQuery, AlloyDB, Cloud SQL, and more.

GCP Marketplace

Confluent is available in the Google Cloud Marketplace

Kickstart your data streaming journey with Confluent in Google Cloud Marketplace for seamless integration, flexible billing, and instant scalability. Confluent offers a complete data-streaming platform that powers real-time data processing, supports AI/ML applications, and enhances analytics—all while simplifying setup, procurement, and billing through Google Cloud. Enjoy the ease of Pay-As-You-Go, $1,000 in startup credits, and expert onboarding to accelerate innovation and drive impactful insights.

Confluent and Google Cloud Integration

Google Cloud customers can accelerate their adoption of Apache Kafka® with effortless deployment options with either one of Confluent’s products. They can also quickly connect to industry-leading analytics with pre-built and fully managed integrations to Google Cloud’s most popular analytics services.

GCP Integration diagram

Confluent and Google Cloud

Transforming Your Business with Hybrid & Multi-Cloud, Database Modernization, Data Warehouse Optimization, and Generative AI Solutions.

Hybrid and Multicloud

Database Modernization

Data Warehouse Modernization

Generative AI

Accelerate Real-Time Data Solutions with Confluent and Google Cloud

Empowering your journey to Google Cloud, no matter where you are.

Build

Scale event processing on Google Cloud to accelerate the development of real-time applications and analytics, all with lower TCO.

  • Stream Governance
  • Stream Processing
  • Multi-Language Development

Solutions

Seamlessly connect and migrate data across on-prem, multi-cloud, and edge environments to Google Cloud, enabling optimized performance and cost-efficiency for each use case.

  • 120+ Pre-built Connectors
  • Cluster Linking
  • Infinite Data Retention

Integrate

Streamline security, management, and billing with Confluent’s robust integrations with Google Cloud Marketplace and services.

  • Marketplace Integration
  • Dynamic Performance & Elasticity
  • Self-serve Marketplace Commit

Featured Resources

Confluent on Google Cloud

Unleash real-time generative AI with Google Cloud and Confluent’s Data Streaming Platform

Unleashing the Power of AI

Automating SQL query generation and real-time data streaming with Confluent and Google Cloud

Real-Time GenAI with Confluent and Google Cloud

Join our webinar to discover how Confluent's real-time streaming capabilities unlock the full potential of Google Cloud Generative AI.

BigCommerce Uplevels Kafka Management for Digital Retail Innovation

Confluent provides BigCommerce with a cloud-native, fully managed data streaming platform.

Apna Moves from Monolith to Microservices with Confluent

Apna adopted Confluent Cloud to achieve the scalability needed to power real-time microservices while offloading Kafka infrastructure maintenance.

Toolstation’s Approach to Modern Data Streaming in the Cloud

Learn about Confluent and Google Cloud, the limitations of legacy batch processing, as well as multicloud capability with GCP integration built in.

Launch Hybrid Applications with Confluent and Google Cloud

Learn how to leverage Confluent Cloud and Google Cloud Platform to modernize your streaming architecture and set your data in motion.

The Future of Intelligence: Making Business Real Time - IDC

Learn how Confluent and Google Cloud partner to scale data in motion in the cloud to make businesses run in real time.

Migrate and modernize your data warehouse with Google Cloud and Confluent

Learn how enterprises can stream data across hybrid and multicloud environments to Google Cloud’s BigQuery, powering real-time analysis while reducing total cost of ownership and time to value.

Multicloud, data, and the streaming revolution - a chat with Jay Kreps

Director of Outbound Product Management at Google Cloud, Richard Seroter, joins Confluent CEO, Jay Kreps for a conversation on multicloud, data, and lessons for rethinking your data architecture.

KeyBank Fuels National Digital Bank Initiative with Data in Motion and Confluent

Read how KeyBank created a center of excellence to help teams harness data in motion with Confluent, in order to make data available to systems throughout the bank.

Set your Google Cloud data in motion with Confluent

Confluent is the intelligent connective tissue that enables real-time data to stream from multiple sources across on-prem, multicloud, and the edge—to Google Cloud.

Frequently Asked Questions for Confluent Cloud on Google Cloud Platform (GCP)

What is Confluent Cloud on Google Cloud Platform (GCP)?

Confluent Cloud on GCP is a fully managed, cloud-native data streaming platform powered by Apache Kafka®. It enables real-time data processing and integration across Google Cloud services without the operational overhead of managing Kafka infrastructure. By leveraging GCP's global infrastructure, Confluent Cloud provides a scalable and reliable streaming solution that integrates seamlessly with your existing GCP environment.

Learn more about Confluent Cloud on GCP

How does Confluent Cloud integrate with Google Cloud services?

Confluent Cloud offers seamless integration with various Google Cloud services through fully managed connectors. You can connect to services like Google BigQuery, Google Cloud Storage, Google Cloud Pub/Sub, Google Cloud Spanner, and Google Bigtable. These integrations enable you to build robust data pipelines and streaming applications that interact directly with GCP resources.

Explore GCP integrations with Confluent Cloud

Does Confluent Cloud run on GCP infrastructure?

Yes, when you deploy Confluent Cloud on GCP, it runs on Google Cloud's infrastructure, utilizing Google's global network, security features, and compliance standards. This ensures a reliable and scalable data streaming service that integrates seamlessly with your GCP environment.

Learn about Confluent Cloud deployment options

What are the benefits of using Confluent Cloud on GCP?

Using Confluent Cloud on GCP offers several benefits:

  • Fully Managed Service: Offload operational tasks like provisioning, scaling, and maintenance to Confluent.
  • Seamless GCP Integration: Leverage fully managed connectors to integrate with Google Cloud services.
  • Scalability: Automatically scale resources based on workload.
  • Enhanced Security: Benefit from built-in security features and compliance certifications.
  • Cost Efficiency: Pay-as-you-go pricing reduces upfront costs.

Discover the benefits of Confluent Cloud

How do I set up Confluent Cloud on GCP?

To set up Confluent Cloud on GCP:

  1. Sign Up: Create a Confluent Cloud account.
  2. Select GCP: Choose Google Cloud as your cloud provider during cluster creation.
  3. Configure Cluster: Select the desired GCP region and cluster specifications.
  4. Connect Applications: Use the provided bootstrap servers and credentials to connect your producers and consumers.

Follow the step-by-step guide to set up Confluent Cloud on GCP

What connectors are available for integrating Confluent Cloud with GCP services?

Confluent Cloud offers several fully managed connectors for Google Cloud services:

  • Google BigQuery Sink Connector: Stream data from Kafka topics to BigQuery.
  • Google Cloud Storage Sink Connector: Sink data to Cloud Storage buckets.
  • Google Cloud Pub/Sub Source and Sink Connectors: Integrate with Pub/Sub topics.
  • Google Cloud Spanner Sink Connector: Write data to Cloud Spanner databases.
  • Google Bigtable Sink Connector: Stream data to Bigtable.

View the list of Confluent Cloud connectors

How does Confluent Cloud integrate with Google BigQuery?

Confluent Cloud provides a fully managed Google BigQuery Sink Connector that allows you to stream data from Kafka topics directly into BigQuery tables. This enables real-time analytics and insights using BigQuery's powerful querying capabilities.

Learn how to set up the BigQuery Sink Connector

Can I use Confluent Cloud with Google Cloud Dataflow?

Yes, you can integrate Confluent Cloud with Google Cloud Dataflow to perform real-time data processing and transformations. Dataflow provides connectors and IO transforms for Apache Kafka, allowing you to consume data from or produce data to Confluent Cloud.

Learn about integrating Kafka with Dataflow

How does Confluent Cloud support real-time data streaming on GCP?

Confluent Cloud enables real-time data streaming by providing a high-throughput, low-latency platform for ingesting and processing streaming data. With integrations to Google Cloud services like BigQuery and Cloud Storage, you can build end-to-end real-time data pipelines and applications on GCP.

Understand real-time data streaming with Confluent Cloud

How do I secure data in Confluent Cloud on GCP?

Confluent Cloud offers robust security features:

  • Encryption in Transit and at Rest: All data is encrypted using TLS for data in transit and AES encryption for data at rest.
  • Authentication: Support for API keys and OAuth with OpenID Connect.
  • Access Control: Role-Based Access Control (RBAC) for granular permissions.
  • Private Networking: Use VPC peering or Private Service Connect to establish private connections.

Learn more about security in Confluent Cloud

Can I use Confluent Cloud with Google Kubernetes Engine (GKE)?

Yes, you can deploy your Kafka clients and applications on Google Kubernetes Engine (GKE) and connect them to Confluent Cloud clusters. This allows you to build scalable, containerized applications that leverage Confluent Cloud for data streaming.

Read about connecting clients from Kubernetes to Confluent Cloud

How does Confluent Cloud compare to Google Cloud Pub/Sub?

While both Confluent Cloud and Google Cloud Pub/Sub are messaging services, Confluent Cloud offers a complete data streaming platform powered by Apache Kafka. Key differences include:

  • Ecosystem: Confluent Cloud provides features like ksqlDB, Schema Registry, and a rich set of connectors.
  • Compatibility: Confluent Cloud is compatible with the Apache Kafka ecosystem and clients.
  • Stream Processing: Advanced stream processing capabilities with ksqlDB.
  • Data Retention: Confluent Cloud allows long-term data retention, whereas Pub/Sub is optimized for shorter-term messaging.

How can I migrate from self-managed Kafka to Confluent Cloud on GCP?

Yes, Confluent Cloud supports multi-zone and multi-region deployments on GCP to enhance availability and resilience. You can deploy clusters across multiple GCP regions and configure Cluster Linking for data replication.

Understand multi-region deployments

Can I use Confluent Cloud with Google Cloud Functions and Cloud Run?

Yes, you can integrate Confluent Cloud with Google Cloud Functions and Cloud Run to build serverless, event-driven architectures. Use Kafka client libraries within your functions to produce or consume messages from Confluent Cloud.

Explore serverless integration with Confluent Cloud

How does Confluent Cloud handle schema management on GCP?

Confluent Cloud offers a fully managed Schema Registry that allows you to manage and enforce data schemas across your Kafka topics. This ensures data compatibility and reduces errors in data processing.

Learn about Schema Registry in Confluent Cloud

What are the pricing models for Confluent Cloud on GCP?

Confluent Cloud uses a consumption-based pricing model, charging based on:

  • Data Ingress/Egress: Volume of data streamed.
  • Storage: Amount of data stored in Kafka topics.
  • Additional Services: Usage of connectors, ksqlDB, and Schema Registry.

You can also opt for committed usage plans for discounted rates.

View Confluent Cloud pricing details

How can I monitor my Confluent Cloud clusters on GCP?

You can monitor your Confluent Cloud clusters using:

  • Confluent Cloud UI: Provides real-time metrics and cluster health.
  • Metrics API: Access metrics programmatically.
  • Integration with Monitoring Tools: Use tools like Datadog or Prometheus for advanced monitoring.

Learn about monitoring Confluent Cloud

Is Confluent Cloud compliant with data protection regulations on GCP?

Yes, Confluent Cloud adheres to various compliance standards, including SOC 2 Type II, ISO 27001, GDPR, and HIPAA (with a BAA). It leverages GCP's compliance certifications to ensure data is handled securely.

Can I use Confluent Cloud with private networking on GCP?

Yes, Confluent Cloud supports private networking options on GCP:

  • VPC Peering: Establish a private connection between your VPC and Confluent Cloud.
  • Private Service Connect: Use Google's Private Service Connect to connect privately to Confluent Cloud services.

Set up private networking with Confluent Cloud

How does Confluent Cloud facilitate scalable data architecture on GCP?

Confluent Cloud automatically scales Kafka clusters based on workload. It provides features like Auto Scaling to handle varying data volumes without manual intervention, ensuring your data architecture remains robust and scalable.

Understand scaling in Confluent Cloud

How do I optimize the performance of Confluent Cloud on GCP?

To optimize performance:

  • Configure Partitions: Adjust topic partitions for parallelism.
  • Use Efficient Serialization: Employ formats like Avro with Schema Registry.
  • Monitor Resources: Utilize Confluent's monitoring tools.
  • Network Configuration: Ensure low-latency network connections via private networking options.

Performance tuning guidelines

Can I integrate Confluent Cloud with GCP's AI and machine learning services?

Yes, by streaming data through Confluent Cloud, you can feed real-time data into GCP's AI and machine learning services like Vertex AI for advanced analytics and predictive modeling.

Learn how to build real-time machine learning pipelines

How does Confluent Cloud support hybrid and multi-cloud strategies?

Confluent Cloud enables hybrid and multi-cloud deployments through features like Cluster Linking. This allows you to replicate data across clusters in different regions or cloud providers, including on-premises environments.

What support options are available for Confluent Cloud users on GCP?

Confluent offers various support plans, including Developer, Business, and Premier Support tiers. These provide access to Kafka experts, technical support, and SLAs to ensure your streaming applications run smoothly.

View Confluent Support options

How do I get started with Confluent Cloud on GCP for free?

Confluent Cloud offers a free trial with usage credits to help you get started. You can sign up and begin deploying your streaming applications on GCP without initial costs.

Sign up for a free trial

Does Confluent Cloud integrate with Google Bigtable and Spanner?

Yes, Confluent Cloud provides connectors for both Google Bigtable and Google Cloud Spanner. These connectors allow you to stream data into these databases for scalable storage and real-time data access.

Explore Confluent Cloud connectors

How does Confluent Cloud handle disaster recovery on GCP?

Confluent Cloud offers features like Multi-Zone Clusters and Cluster Linking to ensure high availability and disaster recovery. Data is replicated across availability zones and regions to prevent data loss.

Learn about disaster recovery in Confluent Cloud

Can I use ksqlDB with Confluent Cloud on GCP?

Yes, Confluent Cloud offers fully managed ksqlDB for stream processing using SQL syntax. You can perform real-time data transformations and analytics without managing additional infrastructure.

Get started with ksqlDB on Confluent Cloud

How does Confluent's Stream Governance integrate with GCP services?

Confluent's Stream Governance suite ensures data quality and compliance across streaming applications. It integrates with GCP services by:

  • Schema Management: Enforcing schemas with Schema Registry.
  • Data Lineage: Tracking data flow for compliance and auditing.
  • Visibility: Providing insights into data streams.

Learn about Stream Governance

What are the best practices for running Confluent Cloud on GCP?

Best practices include:

  • Use Managed Connectors: Leverage Confluent's connectors for seamless integration.
  • Implement Security Measures: Use encryption, authentication, and private networking.
  • Monitor Performance: Utilize Confluent's monitoring tools.
  • Optimize Resources: Configure partitions and replication factors appropriately.
  • Manage Schemas: Use Schema Registry for data consistency.

Read the best practices guide

How does Confluent Cloud ensure high availability on GCP?

Confluent Cloud ensures high availability through:

  • Multi-Zone Deployment: Clusters span multiple availability zones.
  • Automated Failover: Rapid recovery from node failures.
  • Data Replication: Across brokers and regions.

Learn about high availability in Confluent Cloud

Can I use Confluent Cloud with Google Cloud IAM?

While Confluent Cloud doesn't directly integrate with Google Cloud IAM, you can use Single Sign-On (SSO) with identity providers that support SAML or OAuth 2.0. Access within Confluent Cloud is managed using Role-Based Access Control (RBAC).

Manage access in Confluent Cloud

How does Confluent Cloud support Apache Kafka clients on GCP?

Confluent Cloud is fully compatible with Apache Kafka clients. You can use existing Kafka producers and consumers to connect to your Confluent Cloud clusters on GCP with minimal configuration changes.

Connect your clients to Confluent Cloud

What is required to deploy a Confluent data pipeline on GCP?

You need:

  • Confluent Cloud Account: To create Kafka clusters on GCP.
  • GCP Resources: Access to Google Cloud services you wish to integrate with.
  • Managed Connectors: For seamless integration with GCP services.
  • Application Code: Develop Kafka producers and consumers as needed.

Get started with Confluent Cloud

How does Confluent Cloud integrate with Google Data Fusion?

Confluent Cloud can be integrated with Google Cloud Data Fusion to build scalable data pipelines. Use Kafka connectors within Data Fusion to read from or write to Confluent Cloud.

Learn about integrating Confluent Cloud with Data Fusion

Does Confluent Cloud support event-driven architectures on GCP?

Yes, Confluent Cloud enables event-driven architectures by integrating with GCP services like Cloud Functions, Cloud Run, and Pub/Sub. You can build responsive applications that react to real-time data events.

Explore event-driven architectures with Confluent

Can I use Confluent Cloud to stream data into Google Cloud Storage?

Yes, using the Google Cloud Storage Sink Connector, you can stream data from Kafka topics into Cloud Storage buckets for archival or batch processing.

Set up the Cloud Storage Sink Connector

How does Confluent Cloud integrate with Google Cloud SQL?

Confluent Cloud can integrate with Google Cloud SQL using JDBC Sink and Source connectors. This allows you to read data from or write data to Cloud SQL databases.

Use JDBC connectors with Confluent Cloud