Choosing the Right Load Balancer for Your Application on Google Cloud Platform

Mohammad S Rahman
4 min readJul 9, 2023


Selecting the appropriate load balancer is crucial for optimising application performance and ensuring high availability on Google Cloud Platform (GCP). This article explores the load balancing options available from Google and provides guidance on choosing the right load balancer for your specific application needs.

Google’s Load Balancer Types

  • HTTP(S) Load Balancing: Ideal for HTTP and HTTPS traffic, providing global load balancing, content-based routing, and SSL termination.
  • TCP/SSL Proxy Load Balancing: Optimised for non-HTTP TCP/SSL traffic, offering SSL termination and load balancing at the transport layer.
  • Network Load Balancing: High-performance, scalable load balancing for TCP/UDP traffic at the network layer, providing global and regional load balancing options

Considerations for Load Balancer Selection

  • Traffic Type and Protocols: Determine whether your application requires HTTP, TCP, or UDP load balancing.
  • Scalability and Performance: Evaluate the expected traffic volume, scalability requirements, and desired performance levels.
  • Security and SSL/TLS Termination: Assess the need for SSL termination and the level of security required for your application.
  • Global or Regional Load Balancing: Determine whether your application needs to serve traffic globally or within specific regions.
  • Advanced Traffic Management Features: Consider features like content-based routing, session affinity, and health checks for advanced traffic management.

Performance and Cost Considerations

  • Evaluate the performance characteristics of each load balancer type and their associated costs.
  • Analyse the trade-offs between performance, cost, and scalability to make an informed decision.

Use Cases

  1. Use Case: E-commerce Website

Load Balancer Type: HTTP(S) Load Balancer

  • Distributes incoming web traffic across multiple backend instances to ensure high availability and optimal performance.
  • Supports content-based routing, allowing different types of requests (product pages, checkout, etc.) to be routed to specific backend services.


  • Configuring SSL termination and managing SSL certificates for secure HTTPS communication.
  • Ensuring efficient session affinity to maintain user sessions during the checkout process.

2. Global Application with TCP Traffic
Load Balancer Type: TCP/SSL Proxy Load Balancer

  • Efficiently balances non-HTTP TCP traffic across multiple backend instances at the transport layer.
  • Provides SSL termination for secure communication between clients and backend resources.


  • Handling large volumes of TCP traffic and maintaining low latency for global users.
  • Ensuring proper configuration of TCP health checks to identify and remove unhealthy backend instances.

3. High-Performance Gaming Application
Load Balancer Type: Network Load Balancer

  • Handles TCP/UDP traffic at the network layer, providing high-performance load balancing for gaming applications.
  • Distributes traffic based on IP addresses and port numbers, ensuring optimal resource utilisation.


  • Dealing with fluctuations in traffic volume during peak gaming hours.
  • Implementing fine-grained network-level health checks to quickly identify and replace faulty backend instances.

4. Microservices Architecture
Load Balancer Type: HTTP(S) Load Balancer with Content-Based Routing

  • Enables traffic routing based on content patterns, allowing requests to be sent to specific microservices based on URL paths or headers.
  • Supports scaling individual microservices independently to handle varying traffic loads.


  • Managing complex routing configurations and maintaining consistency across multiple microservices.
  • Ensuring efficient communication and coordination between microservices.

These real-world use cases highlight the versatility and benefits of different load balancer types in various application scenarios. While each use case comes with its own set of challenges, leveraging the appropriate load balancer type can significantly enhance application performance, scalability, and availability.

Best Practices for Load Balancer Selection

  • Regularly assess your application requirements and adjust load balancer configurations accordingly.
  • Perform performance testing and benchmarking to fine-tune load balancer settings.
  • Implement redundancy and failover mechanisms for high availability.

In conclusion, selecting the right load balancer on Google Cloud Platform (GCP) is crucial for achieving optimal performance, scalability, and availability for your applications. Consider the following key considerations when making your choice:

1. Understand your application’s specific requirements, including traffic type, scalability needs, security, and advanced traffic management features.

2. Evaluate the different load balancer types offered by GCP, such as HTTP(S) Load Balancer, TCP/SSL Proxy Load Balancer, and Network Load Balancer, to find the one that aligns best with your needs.

3. Take into account performance and cost considerations, balancing the desired performance levels with your budget.

4. Regularly monitor and optimise your load balancer configuration to ensure ongoing performance and scalability as your application evolves.

By carefully evaluating these factors and selecting the appropriate load balancer type, you can enhance the delivery of your applications, improve user experience, and handle varying traffic loads efficiently.

Remember, load balancing is not a one-time setup but an ongoing process. Continuously monitor and optimise your load balancer to adapt to changing requirements and maintain optimal performance and scalability.

In summary, when it comes to load balancing on GCP, it’s essential to align the load balancer type with your application’s specific needs. With the right load balancer in place, you can effectively distribute traffic, ensure high availability, and provide an exceptional user experience. Regular monitoring and optimisation will further refine your load balancing strategy and keep your application performing at its best. Embrace the power of load balancing on Google Cloud Platform to unlock the full potential of your applications.

By following this guide, you can confidently navigate the load balancing options available on Google Cloud Platform and select the right load balancer to ensure the best performance, scalability, and availability for your application.



Mohammad S Rahman

Experienced Cloud Architect with strong software engineering and DevOps skills