Boosting Game Performance: ExitLag's Transition from MySQL to ClickHouse
Technology Category
- Analytics & Modeling - Machine Learning
- Cybersecurity & Privacy - Intrusion Detection
Applicable Industries
- Equipment & Machinery
Applicable Functions
- Procurement
Use Cases
- Behavior & Emotion Tracking
- Livestock Monitoring
About The Customer
ExitLag is a tool that optimizes the gaming experience for over 1,700 games on over 900 servers worldwide. It provides a faster, less crowded connection, thus minimizing lag, enhancing game routes, and ending packet loss. ExitLag processes approximately 6 million daily events, using ClickHouse to analyze user behavior on their service and map possible network routes. These valuable insights into user behavior, game preferences, session durations, and network performance have not only provided gamers with optimized routes and an enhanced gaming experience but also improved ExitLag's ability to handle data at scale.
The Challenge
ExitLag, a tool that optimizes the gaming experience for over 1,700 games on over 900 servers worldwide, was facing performance issues with MySQL. They were encountering bottlenecks and slowdowns with specific analytical queries about user behavior analysis and network route mapping, especially as their data volume increased. In their continuous effort to resolve common connection problems for gamers, ExitLag developed a sophisticated method for sending connection packets from users. These packets are sent simultaneously through different routes, thus increasing the guarantee that the packet will be delivered. However, the increasing data volume was causing performance issues with their existing MySQL system.
The Solution
Datacosmos Consultoria, a leading IT consultancy based in Brazil, helped ExitLag transition from MySQL to ClickHouse. ClickHouse was chosen for its exceptional performance, scalability, and efficient data compression capabilities. It offers a significant advantage over MySQL when it comes to the performance of analytical queries. With ClickHouse, ExitLag could quickly process billions of lines of data in a short time, catering to their need for speed and scale. ClickHouse's materialized views have been another game-changer for ExitLag. By precomputing and storing results of complex queries, materialized views provide faster access to aggregated data, reducing the need for repetitive computations. Visualization tools such as Grafana and Power BI, as well as ad-hoc queries, are used to analyze and present this aggregate data.
Operational Impact
Quantitative Benefit
Case Study missing?
Start adding your own!
Register with your work email and create a new case study profile for your business.
Related Case Studies.
Case Study
Smart Water Filtration Systems
Before working with Ayla Networks, Ozner was already using cloud connectivity to identify and solve water-filtration system malfunctions as well as to monitor filter cartridges for replacements.But, in June 2015, Ozner executives talked with Ayla about how the company might further improve its water systems with IoT technology. They liked what they heard from Ayla, but the executives needed to be sure that Ayla’s Agile IoT Platform provided the security and reliability Ozner required.
Case Study
IoT enabled Fleet Management with MindSphere
In view of growing competition, Gämmerler had a strong need to remain competitive via process optimization, reliability and gentle handling of printed products, even at highest press speeds. In addition, a digitalization initiative also included developing a key differentiation via data-driven services offers.
Case Study
Predictive Maintenance for Industrial Chillers
For global leaders in the industrial chiller manufacturing, reliability of the entire production process is of the utmost importance. Chillers are refrigeration systems that produce ice water to provide cooling for a process or industrial application. One of those leaders sought a way to respond to asset performance issues, even before they occur. The intelligence to guarantee maximum reliability of cooling devices is embedded (pre-alarming). A pre-alarming phase means that the cooling device still works, but symptoms may appear, telling manufacturers that a failure is likely to occur in the near future. Chillers who are not internet connected at that moment, provide little insight in this pre-alarming phase.
Case Study
Premium Appliance Producer Innovates with Internet of Everything
Sub-Zero faced the largest product launch in the company’s history:It wanted to launch 60 new products as scheduled while simultaneously opening a new “greenfield” production facility, yet still adhering to stringent quality requirements and manage issues from new supply-chain partners. A the same time, it wanted to increase staff productivity time and collaboration while reducing travel and costs.
Case Study
Integration of PLC with IoT for Bosch Rexroth
The application arises from the need to monitor and anticipate the problems of one or more machines managed by a PLC. These problems, often resulting from the accumulation over time of small discrepancies, require, when they occur, ex post technical operations maintenance.
Case Study
Robot Saves Money and Time for US Custom Molding Company
Injection Technology (Itech) is a custom molder for a variety of clients that require precision plastic parts for such products as electric meter covers, dental appliance cases and spools. With 95 employees operating 23 molding machines in a 30,000 square foot plant, Itech wanted to reduce man hours and increase efficiency.
