Best Smart City Software for Linux of 2025

In the field of IoT stream processing and analytics, SQLstream ranks #1 according to ABI Research. Used by Verizon, Walmart, Cisco, and Amazon, our technology powers applications on premises, in the cloud, and at the edge. SQLstream enables time-critical alerts, live dashboards, and real-time action with sub-millisecond latency. Smart cities can reroute ambulances and fire trucks or optimize traffic light timing based on real-time conditions. Security systems can detect hackers and fraudsters, shutting them down right away. AI / ML models, trained with streaming sensor data, can predict equipment failures. Thanks to SQLstream's lightning performance -- up to 13 million rows / second / CPU core -- companies have drastically reduced their footprint and cost. Our efficient, in-memory processing allows operations at the edge that would otherwise be impossible. Acquire, prepare, analyze, and act on data in any format from any source. Create pipelines in minutes not months with StreamLab, our interactive, low-code, GUI dev environment. Edit scripts instantly and view instantaneous results without compiling. Deploy with native Kubernetes support. Easy installation includes Docker, AWS, Azure, Linux, VMWare, and more

PTV Visum stands out as the premier software for transport planning on a global scale. It serves as the benchmark for extensive simulations and modeling of transportation networks, addressing both network demand and public transport planning while aiding in the formulation of strategic transport solutions. By utilizing PTV Visum, users can develop transportation models that yield valuable insights for both long-term strategies and immediate operational needs. As your transport system undergoes changes, this software empowers you to make informed decisions. Its integrated scenario management feature facilitates the thorough preparation and assessment of various scenarios, enhancing planning efficiency. Users can easily create and oversee adjustments to their models, including infrastructure enhancements, new transit routes, demographic forecasts, and zoning regulations. Batch computations allow for the simultaneous evaluation of multiple scenarios, streamlining the decision-making process. Furthermore, you can specify and extract essential key performance indicators (KPIs) in line with your planning objectives, allowing for comprehensive comparisons that lead to optimal planning outcomes for your community. This depth of analysis ensures that even the minutest details of individual scenarios can be scrutinized for better decision-making.

Ariadne Maps, a high-tech company, provides detailed indoor and customer analytics using its cutting-edge artificial Intelligence approach. This allows indoor and outdoor localization in many industries, such as transportation, malls, retailers, and airports. Advanced artificial intelligence algorithms are used to track customers and passengers anonymously. This helps companies optimize their infrastructure. Ariadne Maps, a company based in Munich, Germany, has been around for many years. We envision physical businesses taking advantage of the data they have had throughout the years through our rapid growth. Our strong team, advisors, investors, and partners give us the confidence to grow, expand, and succeed.

Utilize facial recognition technology for various purposes, including identifying individuals within your premises, such as potential intruders, enhancing automated access control systems, and even aiding in marketing strategies. Establish a comprehensive database that categorizes faces with labels such as "VIP" and "black list," and receive instant alerts via monitor, phone, or email upon detecting individuals from these lists within crowds. Additionally, enable the capability to search through video archives for specific faces or to locate individuals using their photographs. Gain insights into visitor demographics, including their gender and age, in real-time. This system can facilitate the identification of both employees and potential offenders within your facilities, allowing for prompt notifications regarding the arrival of VIP clients or known shoplifters at retail locations. By responding swiftly to these events, you will enhance security measures for staff and infrastructure while simultaneously elevating the service experience for prestigious clients. Ultimately, this approach not only ensures the safety of your environment but also fosters a more personalized experience for valued customers.