Latest news with #Kotlin
Techday NZ
23-05-2025
- Techday NZ
Azul & JetBrains partner to boost Kotlin performance on JVM
Azul and JetBrains have announced a technical collaboration aimed at enhancing the runtime performance and scalability of web and server-side Kotlin applications. The partnership seeks to improve the interaction between Kotlin-generated bytecode and the Java Virtual Machine (JVM) environment. By leveraging Azul's expertise in JVM performance and JetBrains' development of the Kotlin language, the companies aim to optimise how modern applications execute, particularly in terms of scalability and efficiency. Kotlin, a high-level programming language designed to be fully compatible with the JVM, draws much of its application performance and scaling characteristics from the JVM itself. The collaboration centres on utilising Azul Platform Prime, which features the Zing JDK with Azul's Falcon LLVM-based Just-In-Time (JIT) compiler and the C4 garbage collector. According to data from the TechEmpower Web Framework Benchmarks, applications built in Kotlin and running on Azul Platform Prime exhibited a 23.9% reduction in latency and a 30.5% increase in throughput compared to the same workloads on OpenJDK. These results highlight a measurable performance boost for web and server-side applications using the new environment. Azul Platform Prime is available for x86 and ARM64 processors running Linux, and it is tested for compatibility with enterprise workloads through the industry standard Java Compatibility Kit (JCK or TCK). The platform builds on the OpenJDK code base, with specific improvements targeting JIT compilation, garbage collection, and startup behaviour. The Falcon compiler, integrated within Azul Platform Prime, is based on the LLVM infrastructure and is designed to optimise application code at runtime for increased execution efficiency. The C4 garbage collector, also part of the platform, maintains application execution without disruption across a spectrum of memory requirements, from gigabytes to terabytes, and sustains high allocation rates. This approach is intended to improve throughput and response times while reducing requirements for IT infrastructure and cloud resources. Vsevolod Tolstopyatov, Kotlin Project Lead at JetBrains, commented on the collaboration's significance: "From its inception, Kotlin was designed with the goal of building robust applications, including server-side solutions where performance is critical. Performance has always been a priority for us because it's essential to our users." "Kotlin incorporates specific language features, such as inline functions and inline classes, which directly enhance performance. We've developed the Kotlin Coroutines library to facilitate concurrency and asynchronous programming, enabling efficient, scalable applications. Recognising that the JVM runtime is one of the most critical elements in application performance, we believe our collaboration with Azul will unlock new opportunities to further elevate the performance capabilities of Kotlin applications." Gil Tene, Co-Founder and Chief Technology Officer at Azul, highlighted the performance benefits: "The Azul JVM is the fastest and cheapest way to run Kotlin applications. Azul Platform Prime is built to solve the performance challenges enterprise applications face at scale. By providing a runtime that significantly improves the execution of JVM-based applications, which includes Kotlin-based applications, organisations can deploy applications more rapidly, with less tuning and ensure scalability as demands grow." "Through our strategic collaboration with JetBrains, we help Kotlin teams to significantly boost their DevOps productivity and runtime application efficiency, which enables them to achieve their business priorities while improving the bottom line." For Kotlin developers seeking to assess these performance improvements, Azul Platform Prime Stream Builds are available for download and are free for evaluation and development use.
Business Wire
20-05-2025
- Business
- Business Wire
Azul and JetBrains Collaborate to Enhance Runtime Performance for Kotlin Workloads
SUNNYVALE, Calif.--(BUSINESS WIRE)-- Azul, the only company 100% focused on Java, and JetBrains, the leading provider of professional software development tools and creator of the Kotlin programming language, today announced a strategic technical collaboration to enhance the runtime performance and scalability of web and server-side Kotlin applications. This strategic collaboration empowers Kotlin teams to accelerate development cycles and optimize application performance, helping them support their business priorities while driving greater operational efficiency. Joining Forces to Advance Kotlin Performance Azul and JetBrains have joined forces with a shared vision: to reexamine how Kotlin-generated bytecode interacts with the Java runtime (known as a Java Virtual Machine or JVM) and uncover new paths to improve application performance. By combining Azul's deep expertise in the JVM and application performance, with Kotlin's precise control over bytecode generation, the collaboration creates a unique opportunity to optimize the entire execution stack for modern applications. While Kotlin is a cross-platform, general-purpose high-level programming language designed to interoperate fully with the JVM, runtime performance and scalability are derived predominantly from the JVM. By leveraging the proven performance of Azul Platform Prime, which includes the Zing JDK incorporating Azul's Falcon LLVM-based JIT compiler and C4 garbage collector, Kotlin web and server-side applications can see a demonstrable performance improvement. When comparing Kotlin applications on Azul Platform Prime vs. off-the-shelf OpenJDK using the TechEmpower Web Framework Benchmarks, Azul Platform Prime reduced latencies by 23.9% and improved throughput by as much as 30.5%. For more details on the benchmark methodology and results, visit the JetBrains Blog. Azul Platform Prime – Engineered for Speed, Scale and Stability Azul Platform Prime is available for x86 and ARM64 processors running Linux and is rigorously tested for enterprise workloads and compliant with the Java SE version standards using the industry standard Java Compatibility Kit (the JCK or TCK) test suite. It is based on the same 'HotSpot' JVM and JDK code base used by the OpenJDK project, with specific enhancements relating to JIT compilation, garbage collection and startup/warmup behavior. Azul's Falcon is an LLVM-based JIT compiler that delivers highly optimized application code at runtime. C4 (Continuously Concurrent Compacting Collector) is a proven, high-performance garbage collector that maintains concurrent, disruption-free application execution across wide ranges of heap sizes from GBs to multi-TBs, and allocation rates from MBs/sec to tens of GB/sec. Together, these runtime features provide significantly improved application operating characteristics and carrying capacity, improving application throughout and response times while lowering the infrastructure and cloud costs required to run business-critical workloads. 'From its inception, Kotlin was designed with the goal of building robust applications, including server-side solutions where performance is critical. Performance has always been a priority for us because it's essential to our users,' said Vsevolod Tolstopyatov, Kotlin project lead. 'Kotlin incorporates specific language features, such as inline functions and inline classes, which directly enhance performance. We've developed the Kotlin Coroutines library to facilitate concurrency and asynchronous programming, enabling efficient, scalable applications. Recognizing that the JVM runtime is one of the most critical elements in application performance, we believe our collaboration with Azul will unlock new opportunities to further elevate the performance capabilities of Kotlin applications.' 'The Azul JVM is the fastest and cheapest way to run Kotlin applications. Azul Platform Prime is built to solve the performance challenges enterprise applications face at scale. By providing a runtime that significantly improves the execution of JVM-based applications, which includes Kotlin-based applications, organizations can deploy applications more rapidly, with less tuning and ensure scalability as demands grow,' said Gil Tene, co-founder and chief technology officer at Azul. 'Through our strategic collaboration with JetBrains, we help Kotlin teams to significantly boost their DevOps productivity and runtime application efficiency, which enables them to achieve their business priorities while improving the bottom line.' For Kotlin development teams that are looking to enhance the performance of their web or server-side applications, engineers can download Azul Platform Prime Stream Builds, which are free for evaluation and development, to profile the benefits of the Zing JDK with their Kotlin applications. Additional Resources: About JetBrains JetBrains creates intelligent software development tools used by over 11.4 million professionals and 88 Fortune Global Top 100 companies. Its lineup of more than 30 products includes award-winning IDEs like IntelliJ IDEA and PyCharm, as well as the JetBrains AI-powered coding assistant, coding agent Junie and productivity-boosting team tools like YouTrack, Qodana, and TeamCity. JetBrains is also the creator of Kotlin, a cross-platform language used by more than 2.5 million developers worldwide yearly. The company is headquartered in Amsterdam, the Netherlands, and has offices around the world. For more information, please visit About Azul Headquartered in Sunnyvale, California, Azul provides the Java platform for the modern cloud enterprise. Azul is the only company 100% focused on Java. Millions of Java developers, hundreds of millions of devices and the world's most highly regarded businesses trust Azul to power their applications with exceptional capabilities, performance, security, value, and success. Azul customers include 36% of the Fortune 100, 50% of Forbes top 10 World's Most Valuable Brands, all 10 of the world's top 10 financial trading companies. and leading brands like Avaya, Bazaarvoice, BMW, Deutsche Telekom, LG, Mastercard, Mizuho, Priceline, Salesforce, Software AG, and Workday. Learn more at and follow us @azulsystems. JetBrains name is the registered trademark of JetBrains s.r.o. and Kotlin is the trademark of the Kotlin Foundation.
Time Business News
19-05-2025
- Health
- Time Business News
Mental Health App Development: Tech Stack, Architecture, and Key Features Explained
Today, people are aware of mental health and have started using new approaches for treatment. With so many people using smartphones and the internet, mobile apps are becoming useful for enhancing mental health. For this reason, new apps are appearing to offer meditation, CBT, monitoring emotions and teletherapy entirely through the internet. Whatever the purpose of your use, you should understand the technical components, how it is designed and its key functions. This article helps you prepare and create an app that everyone can rely on and use easily. There are increasing cases of anxiety, depression, stress and PTSD among people from all age groups. Nonetheless, several things such as payment challenges, feelings of shame and a shortage of trained experts generally discourage people from getting timely help. These mental health challenges are being overcome with apps that are flexible, personal and accessible anytime. As demand increases, healthcare and business professionals turn to a reputable mental health app development company to ensure they understand users and to adhere to rules and standards. Sometimes, using a white label mental health app allows you to use customizable features and launch quickly. The technology stack ensures that your app performs, is secure and can handle more users. If the system is secure, it will ensure the application runs smoothly and can be adjusted as new updates come out. Frontend Development: The frontend is the part of the app visible to the user. Programmers use Swift for iOS while Android mostly uses Kotlin. Developers can use Flutter or React Native to write programs for both platforms using just one codebase. Backend Development: The backend takes care of storage, user authentication, messaging and other needs. Many developers choose Django or Ruby on Rails for building a backend. User data must stay secure and the backend needs to ensure high operational efficiency. Database Management: Sites rely on PostgreSQL, MongoDB, and Firebase to track structured and unstructured information. These databases focus on user data, therapy sessions, feelings records, and messaging logs. Cloud Infrastructure: Quality and adaptability are increased in the app with the help of AWS, Google Cloud or Microsoft Azure. You can access any required tools and information to achieve HIPAA and GDPR compliance using a cloud solution. APIs and Third-Party Services: They can link your app to things like video conferencing (for instance, Twilio), AI-based chatbots, mood tracking functionality or any wearable device. They make the app easier to use and add new features. If an app has a well-arranged structure, it becomes easier to maintain, more secure and capable of growing. Most architectures are organized into several different layers. 1. Presentation Layer: Here, people get to use the app for different purposes. A software's design needs to be easy to use and provide assurance. Since some people who use the website could be experiencing distress, the design should include soothing images and a simple interface. 2. Business Logic Layer consists of: Here, the main functions are handled, including creating appointments, tracking moods and making suggestions for meditation. Windows interprets user input, uses logic on it and acts to transfer or obtain data. 3. Data Access Layer is used here. This part of the app manages communication with the database. It stores and recovers user data using strong forms of encryption and special authentication systems. 4. Integration Layer: Whenever your app depends on third-party therapists, wearable devices or insurers, this effectively manages all the connection and sharing of data. It is necessary to keep both experts and the public in mind when designing a mental health therapy app. Let's see what applications for mental health should contain: User Onboarding and Profile Creation: Give people an option to register, create their own profiles and adjust settings. Because some people might want to remain hidden, allowing for anonymity is necessary. Mood and Emotional Tracking: Users should be able to add their emotions every day, every week or following certain events. gradually, using the data collected, they can observe some patterns. AI-Powered Chatbots: People can get 24/7 guidance on their breathing or learn how to deal with their thoughts using a chatbot. It may also serve as the starting place before resorting to human assistance. In-App Therapy Sessions: Security in video or audio conferencing allows users to talk with licensed therapists. Having access to calendars, reminders and lists of therapists make the booking process easier. Journaling and Thought Records: The app lets users keep track of their ideas, thank themselves or go over the therapy sessions. Templates and prompts may help you through the process. Resource Library: Supply your audience with articles, audio files and videos on mindfulness, coping with challenges and knowledge about mental health. Classify the content based on what ailments or health topics people are interested in. Push Notifications and Reminders: If your caregiver has reminders set for meditation or therapy, make sure each reminder has a gentle tone and is sent at a suitable time. Data Privacy and Compliance: Set up encryption for all exchanges, ensure you use multiple login factors and keep your systems in accord with HIPAA or GDPR rules. If users rely on these apps with their mental health data, they should feel their privacy is maintained. Analytics Dashboard (For Admins and Therapists): Ensure therapists or administration staff can supervise user progress, review session data and modify their suggestions based on the results. With a white label mental health app, businesses do not need to build their app from the ground up; instead, they can use the app and customize it for their needs. They are perfect for mental health clinics, online therapy businesses and non-profits that need to begin serving patients fast and efficiently. Usually, they have important specialties ready from the start and let people change the logo, colors and content. Still, they may not offer the same flexibility for customization as if you were to build a app from scratch. A white label app is a piece of software that companies can use to create their own mental health app, giving them a head start. They are perfect for mental health clinics, online therapy businesses and non-profits that must begin serving patients quickly and efficiently. Usually, they have important specialties ready from the start and let people change the logo, colors and content. Still, they may not offer the same flexibility for customization as if you were to build the software from scratch. Mental health app development now makes it possible to offer well-being support in ways that are accessible and personalized through technology. Creating a trustworthy product that people use often requires careful consideration of the technology, the design, and the features it includes. Rather than creating your own mental health app or choosing a white-label one, you need a capable and experienced company to help. Because there is an increasing demand for better mental health apps, making your app easy to use and secure can be very beneficial. TIME BUSINESS NEWS
