Why High Load System Development is a Must for Ambitious Businesses

We not just develop a product, but bring in our business expertise to ensure that it’ll be competitive and relevant. We take your product from a business idea to the implementation phase. Fast response time is an important feature of high-load systems. The user communicates with the system through a request, and the response to it should come at an acceptable time. This involves compiling and assaying a variety of metrics from software and physical instances.

ProZorro project is one of the clearest examples of a system that processes hundreds and thousands of procedures at a time. Being based on AWS services allows to store development of high-load systems and handle rich flows of data and information. Using cutting-edge technology, our programmers develop robust software systems able to manage high data loads.

The job can spawn over hundreds of nodes to meet load requirements. YQ can fetch data from and upload it into external systems (i.e. object storage or message queues) to join heterogeneous sources in a single query. Fintech savvy.Fintech is one of our main domains, so developing high-load applications is our second nature. The App Solutions team is fully equipped and has enough experts to provide quality, high-load web applications. For example, a company can redistribute its solution to more servers if it expects a surge in load.

Designing a more efficient OLAP database data flow and architecture

Here’s a brief explanation on the connection between high load and today’s modern companies. Considering the development of a high-load system leaves you with doubts? Just click here to drop your request and share the idea to be realized. MLOps Benefits That Make it an Upcoming Industry Trend In this article, review ✔MLOps best practices, ✔ Risks & Challenges, ✔Benefits of MLOps solutions that automate and shorten the machine learning cycle.

N-iX experts optimize memory usage and available processing capacity with event-driven and distributed architectures based on Node.js. Our experts use concise languages such as Scala to achieve higher productivity with fewer lines of code. We can either change an existing retail software solution or develop retail software from scratch that meets your requirements. Let’s discover our successfully implemented projects in the field of e-commerce. We always start with a detailed study of the client’s business requirements.

development of high-load systems

The Sustainable Systems Group aims to create innovative technologies that contribute to the regeneration of the global environment and the creation of a sustainable and inclusive society. We are looking for a wide range of individuals who would like to take up the challenge of researching and developing innovative technologies for creating a better future. If an application needs to handle many users and volumes of data that are constantly growing, one server is not enough. The largest high load applications run on hundreds of physical servers. Of course, not every fintech business needs to develop high-load applications. So, for example, if you have a small coverage of the territory and target audience , and your audience is several thousand people, you do not need to invest in such development.

On the contrary, you are familiar with Kafka and use it in your projects. We’ll discuss them, have a look at how it works under the hood and try to figure out if Go philosophy can help or may harm you when working with Kafka. During the session we’ll discuss common mistakes and problems with reliability of SLAs. Examples illustrate tips to read, share and compare the numbers of 9s.

How to make your IT project secured?

Business people and management want to have builds and deploys as fast as possible, and adding a service load testing is a huge overhead. Even more, people are not ready, actually, to DDoS production environment every time when someone is doing a deployment. Load testing on such projects happens really rarely, from time to time, on special occasions, and software engineers don’t get the required experience, that they would https://globalcloudteam.com/ get doing this regularly. Odnoklassniki employs hundreds of different microservice applications to serve users’ requests. Many of these services are built as stateful applications – they store their data locally, embedding a Cassandra database into the application’s JVM process. This challenges the usual way of building applications – a stateless microservice with a separate remotely accessible database cluster.

  • Architecture is the basis of the system on which the success and viability of the project depend.
  • ML teams will learn how to use the existing tools such as Git, GitHub or GitLab in ML teams and how to better collaborate with software engineering and DevOps teams.
  • High-load applications that successfully tackle various performance challenges.
  • Our goal is zero downtime that is vital for telecom, finance, healthcare, and any other industry.
  • That is, the high load is a system that needs to be constantly scaled.
  • The cost of developing a monitoring system can take up to a third of the total cost of creating a high load application.

This ensures that your site or application will not crash even during the peak of high loads and high traffic of users. Intellias has become an integral component of the company’s IT operations and has set the stage for a long-term partnership. Owning full responsibility for the client’s back-office high-load systems, we derive valuable insights into the company’s business context and needs. Thus, we can see potential challenges and solve them with tailored solutions by drawing on our deep technical expertise in developing telecom software.

Insider Threat: What is Social Engineering?

However, for a large national and transnational business, the ability to work with a large number of users simultaneously and without failure is essential. First of all, it is necessary to collect all the requirements for the product, as well as analyze the market into which it will enter or the company whose employees will use it. It is also important to pay attention to competitors, the target audience, the features of the business itself and the goods or services it offers. All this helps to see the full picture and develop a competitive product that will benefit customers and profit owners. It is important to provide for proper load distribution to ensure that such situations do not damage the operation of the application and the experience of your users.

development of high-load systems

We learned how to correlate entities of different modules by ID, we took advantage of different UUID types, and were among the first to use UUID v6 and v7. In my presentation I want to go over the main problems that we see in our work and which lead to incorrect results of load testing or to incorrect interpretation of test results. When choosing KubeVirt as our main virtualization solution, we were unsatisfied with the existing networking implementation. We developed and contributed some enhancements to simplify the design and get the most performance out of the network using KubeVirt. The machine learning space brings extra challenges in the form of the hundreds and thousands of ML experiments that must be tracked and the large datasets involved. This can be accomplished right from VScode code editor using the DVC extension for VScode.

PNN Soft specialists not only develop information solutions for enterprises but also offer support and maintenance of software products. The company specializes in the maintenance and maintenance of corporate and software solutions, desktop, web, and mobile applications for Android and IOS. Also, the customer is allowed to order a cycle of services for the development of High-load systems for various fields. PNN Soft’s leading specialists have extensive experience working with high-load solutions. We develop sustainable applications that serve a large number of users.

Nasdaq Futures

It is called message broker or message queue as an inevitable element of system design. Kafka is a distributed messaging system that is capable of delivering high performance. During the talk I’ll explain the architecture of a broker and client parts, emphasizing on design concepts enabling high performance. It will be of use for system designers and overall understanding of Kafka.

Autonomous cars wear a bunch of sensors to detect obstacles in time, day or night. We train neural networks, design data pipelines, annotate data , build the infrastructure (surely, with micro-services at its base). The report examines the technological problems faced by modern media services and shows how machine learning helps to cope with them. The recently released music generation technology will also be discussed. Examples from real services with a multi-million audience will be given.

development of high-load systems

Content management requires data on how the user works with the content. Maybe one skips the products cards with the highest margins for the company, or studies them, but doesn’t put them in the basket. All this is needed to understand how and what to show to the user.

I’ll tell our story how we create a new home dashboard for monitoring instances that contains 100…200…300…+ nodes. Methods that were used to find “bottleneck” in performance. Also want to tell about differences in monitoring strategies and how we compiled methods in our new dashboard. We also solved our main problem with performance and created new dashboard with a story for drilling down into more detailed level. Elasticsearch cluster with billions of log lines can consume terrabytes of disk size. Grafana Loki can be a good candidate for storing and querying logs in large environments.

What is a high load, and when to consider developing a high load system for your project?

Systems optimization of the apps will be easy, and the business can handle huge user traffic levels. However, if the project didn’t use a high-load system, the server-side systems will become overloaded. When server-side systems are overwhelmed, this will result in a crash, and multiple problems will escalate. It is necessary to develop a mobile app that can manage a greater number of requests per second. This will minimize all sorts of problems that arise after the project development process.


Membrane separation technologies are extensively used in downstream processes for separation and purification via microfiltration, ultrafiltration, and diafiltration. Also, the new technique of membrane chromatography allows the efficient purification of monoclonal antibodies. In this talk I will share a full history of custom data storage creation. About a simple concept of integrating stateless component beside a database driver and about the migration complexity with parallel processes where each mistake has a monthly expected cost.

But there’s a problem with them – we still have no clear definition of the term. You might be surprised, but the numbers are not the point here at all. OrbitSoft experts answer questions from developers, business owners and managers.

Development of high-load fintech applications

Scalable systems can handle a growing amount of load and multiple user interactions. NodeJS. Our software development projects include real-time booking platforms, online MMO RPGs, and high-load systems for telecom, fintech, and other industries. High load infrastructure processes large volumes of data and thereby generates great value for a business.

Architecture is the basis of the system on which the success and viability of the project depend. When your resource is limited, you can lose your audience due to the inability to satisfy all their needs. High-load applications grow along with the number of your users. For large-scale web apps, at this stage, it is also important to determine the maximum loads, as well as the load indicator that will be implemented in the first version of the product when it is released. The situation is reminiscent of the distinction between Devs and Ops before 2008.