mytaxi Case Study

mytaxi designed a microservice architecture on AWS using Docker containers that is fast and scales easily, to address extraordinary spikes in demand on days such as New Year's Eve. The company runs Europe's leading taxi app, connecting 10 million users with 45,000 taxis in 40 cities. The entire infrastructure is built on AWS, where services such as HAQM EC2 and HAQM ECS support mytaxi's Docker containers.

Reliability is the highest priority for mytaxi, because often just one single poor experience can be enough to lose customers to a competitor. “Our service needs to be functional around the clock without interruptions,” explains Sebastian Herzberg, a systems engineer. “When customers are travelling late at night, they need to rely on the app to bring them home safely. We can't afford any downtime.” To achieve this level of service continuity, the company needs an elastic infrastructure that can scale enormously during times of massive demand. For example, on New Year's Eve, mytaxi's infrastructure—with 350 percent higher data traffic compared to a typical evening—is truly put to the test. “Exceptional situations present us with an exceptional challenge. The ability to scale up and cover these spikes is critical for our reputation,” says Sebastian Herzberg.

“With our application, which is not only user friendly for our customers but also easy for our developers to maintain and improve on, we want to be an innovative trailblazer in our industry. Costs also play an important role, because performance and the cost-performance ratio need to be just right. Furthermore, we need to work from a data center in Europe to maintain low latency and the strict data privacy criteria of our parent company Daimler.”

Originally mytaxi decided on HAQM Web Services (AWS) based on its growth-based scaling model. According to Herzberg, “Because we only had to pay for the resources we needed, and didn't have to invest several hundred thousand dollars upfront, our choice from the start was naturally AWS.” With emerging new technologies, mytaxi's infrastructure has developed further. The latest development is the migration to a microservices architecture on Docker containers.

mytaxi runs several Availability Zones (AZs) in the EU (Ireland) Region and uses HAQM Elastic Compute Cloud (HAQM EC2) Spot instances and HAQM EC2 Container Service (HAQM ECS) to support their Docker containers. “Because we are now part of Daimler, we must comply with exceptionally strict European data privacy criteria,” says Herzberg. “In other words, working in the EU, in Ireland, is perfect for us. We run approximately 40 HAQM EC2 instances, which are all part of various HAQM ECS clusters. Our primary infrastructure is distributed across approximately 50 microservices, where we use up to 10 Docker containers for each service.” By using Elastic Load Balancing mytaxi can ensure that the load is distributed across servers, while HAQM CloudWatch helps the team to monitor the load distribution.

The company uses HAQM Simple Storage Service (HAQM S3) as a repository, and the databases run on HAQM Relational Database Service (HAQM RDS), which allows for simple replications. All services access HAQM Simple Queue Service (HAQM SQS) and HAQM Simple Notification Service (HAQM SNS) as a message broker. To show passengers their taxi's precise current location in the app, mytaxi is now also on HAQM's IoT service.

For security reasons, mytaxi uses a Virtual Private Network connection to its AWS resources, which are a part of HAQM Virtual Private Cloud (HAQM VPC). The company also uses an AWS Support Business plan for quick, competent answers to specific technical questions or advice on new services. 

Using HAQM Elastic MapReduce Yelp was able to save $55,000 in upfront hardware costs and get up and running in a matter of days not months. However, most important to Yelp is the opportunity cost. “With AWS, our developers can now do things they couldn’t before,” says Marin. “Our systems team can focus their energies on other challenges.”