Database Architecture Design Common Mistakes

The ability to spot, define and resolve a performance problem ahead of time saves you from unnecessary future costs. It helps to ensure that your project will easily handle a high load. However, the goal of many projects is to attract thousands and millions of users, provide rich user experience and quality services, and earn money.

high load architecture

Just contact us, and we will be happy to advise you and help you solve your problems. We always start with a detailed study of business requirements. Before starting work, it is important for us to understand what is most important for the client.

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As you can see, the architecture of a project affects its success. To implement scalable web applications, you need to understand the principles of developing high-performance software solutions. Developing high-load systems is beneficial for all businesses. Systems optimization of the apps will be easy, and the business can handle huge user traffic levels.

high load architecture

This helps experts to know when a metric rises above crucial levels. The Apps Solutions guarantees the production of scalable and high-performance apps in the following ways. You should also note that the total number of users an app attracts may vary. Thus, each app should be assayed exclusively to identify its load status. File uploading and processing generally occurs on the backend side. When there are several backends, it becomes inconvenient, as developers have to remember on which backend they upload each file.


At this rate, only 5% of those who potentially will leave the shop with purchases have a chance to be served well, and even that number can only be reached in the best case scenario. The same holds true for the site – if it does not cope with such a number of requests, рit’s time to change something. Memcache will independently distribute the load between all the servers by using a constant hashing algorithm. Lambda, Kinesis, API Gateway, and SQS are a few of the services that are Highly Available by default. If you want to ensure that a Single Point of Failure (SPOF) does not stop the AWS service mid-task, you must introduce redundant components. One can manage fault tolerance by introducing redundancy within a system.

high load architecture

Perhaps some minor features of the product will start gaining popularity when no one expects it. Users get faster and smoother service as there is no limit to single server response. Operating on the client-server model, PostgreSQL accommodates multiple clients, whether local or remote. Upon client connection, the main process forks new processes for each connection, limited by available CPU cores and RAM. Connection pooling optimizes this by pre-establishing connections to serve clients, improving performance by eliminating connection creation times.

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In most cases, a new software solution runs on a single server that runs the web server, database, and the solution itself. You are not creating a large complex project from the beginning. Instead, focus on product scalability and choose a powerful server that can handle the high workload when needed. This is why building a software system that can handle high loads is essential. Even if your web project is very small, at some point there may be an influx of users or the need for elastic scaling will arise.

If the high-load system is highly customizable and provides valuable features, it builds an audience effectively. High load is a system with many users and a real audience growing with time. The architecture was initially developed to handle a number of up to 10,000 active users simultaneously. The App Solutions managed to scale up the project’s architecture to manage over 100,000 users simultaneously. It is necessary to develop a mobile app that can manage a greater number of requests per second.

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But it helps me to define when we need to invest more time into optimizations and when we should avoid that. Usage of Lambda Architecture and Kafka makes the system highload. The statement is interesting and refers to the C10K problem. high load architecture But I think that it wrongfully excludes the systems which handle fewer connections. The technical team is also likely to encounter several problems. Below are a number of challenges that arise for the engineering team and the solution.

PostgreSQL®, a robust enterprise-grade open source relational database management system, has steadily evolved over three decades, gaining global popularity. This blog delves into PostgreSQL’s architecture, detailing its components and interactions. By grasping these elements, you’ll be empowered to optimize database performance, troubleshoot issues, and make informed design and scaling decisions. The App Solutions team is fully equipped and has enough experts to provide quality, high-load web applications. On the other hand, some use high-load architecture to allow for the possibility of scaling up when demand grows. Additionally, when you outsource, you are assisted with a development strategy.

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The App Solutions team is well-informed about the problems of scaling a project. The company will design a carefully articulated development strategy beforehand. Let’s talk about the means through which The App solutions create high-performance & large-scale web apps. When building large-scale web applications, the main focus should be made on flexibility which will allow you to easily implement changes and extensions. Flexibility, no preliminary planning of all aspects, is the most important characteristic of any fast-growing system.

  • This is where serverless services can help to reduce such complexity reliably and at scale.
  • Plan to create an application or related software that requires millions of users to participate, such as entering data or making payments.
  • Develop a scalable server architecture from the start to ensure high odds of success.
  • One worth mentioning is the Powered by YADA project, which is an event management software.

If you need a set time for the recovery of a system and a guarantee of High Availability, you should consider using a multi-Region architecture pattern. On the other hand, if the database works fine but there is an issue with the AZ, the responsibility shifts to another AZ that does not have a disruption. Nineteenth-century drawings show that the decoration of the Hagia Sophia also included comprehensive series of saints. Of these saints, which stood in rows on the nave walls above the galleries, only a few have survived. According to the drawings, those of the middle zone represented prophets and those of the lower depicted holy bishops.

The development of a scalable web project architecture

When it comes to large data centers, hardware failures (be it power outages, hard drives or RAM fail) are known to happen all the time. One way to solve the problem is to create a non-shared high load architecture. These systems do not have a single point of failure, so they are much more resilient to failure. Another method to prevent failures is to increase the redundancy of individual system components to reduce failure rates (redundant power supply, RAID — redundant array of disks, etc.). When one of the components fails, the spare component takes over its functionality.

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