Creating Scalable OpenAI GPT Applications in Java
DZone
APRIL 3, 2023
One of the more notable aspects of ChatGPT is its engine, which not only powers the web-based chatbot but can also be integrated into your Java applications.
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DZone
APRIL 3, 2023
One of the more notable aspects of ChatGPT is its engine, which not only powers the web-based chatbot but can also be integrated into your Java applications.
DZone
MARCH 12, 2025
Site reliability engineering (SRE) plays a vital role in ensuring Java applications' high availability, performance, and scalability. Each section will be illustrated with relevant Java code samples to provide practical insights.
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DZone
JANUARY 31, 2020
In today's article, I'm going to discuss common principles that need to be followed if we want to build a scalable application that can handle thousands of connections. I will refer to Netty Framework, TCP and Socket internals and some useful tools if you want to get some insights from your application and underlying system.
The Netflix TechBlog
JANUARY 25, 2023
Scalable Annotation Service — Marken by Varun Sekhri , Meenakshi Jindal Introduction At Netflix, we have hundreds of micro services each with its own data models or entities. Unlike Java, we support multiple inheritance as well. All of these services at a later point want to annotate their objects or entities.
Dynatrace
JULY 21, 2020
Although these COBOL applications operate with consistent performance, companies and governments are forced to transform them to new platforms and rewrite them in modern programming languages (like Java) for several reasons. Thus, implementing applications in Java can result in considerable financial savings.
DZone
MARCH 2, 2023
It must be said that this video traffic phenomenon primarily owes itself to modernizations in the scalability of streaming infrastructure, which simply weren’t present fifteen years ago.
Dynatrace
MARCH 9, 2022
This was a great example on how powerful the data of Dynatrace is when it comes to detecting performance or scalability issues and their root cause. The post Optimizing Java XPath CPU and memory overhead by 98% appeared first on Dynatrace blog. Configure Json response with limited required result data.
Dynatrace
NOVEMBER 3, 2023
that offers security, scalability, and simplicity of use. focused on technology coverage, building on the flexibility of JMX for Java and Python-based coded extensions for everything else. Python code also carries limited scalability and the burden of governing its security in production environments and lifecycle management.
Scalegrid
FEBRUARY 6, 2025
This decoupling simplifies system architecture and supports scalability in distributed environments. Kafka stores and distributes data through a partitioned log system, which spans multiple brokers to provide fault tolerance and scalability. What is RabbitMQ? This allows Kafka clusters to handle high-throughput workloads efficiently.
Dynatrace
MARCH 5, 2025
During this process, OneAgent detects and links technologies , such as Java, Docker, or Microsoft IIS, for improved parsing and log analysis. The new log onboarding process is designed with simplicity, scalability, and user experience in mindfor novice users and experts.
DZone
JULY 1, 2019
It offers a mature, scalable, open-source solution for delivering sub-millisecond response times, unlike databases that store data on disk or SSDs, Memcached keeps its data in memory. Memcached is an easy-to-use, high-performance, in-memory data store. This tutorial will cover how to use Memcached in Jakarta EE with Eclipse JNoSQL.
DZone
SEPTEMBER 11, 2024
Regarding contemporary software architecture, distributed systems have been widely recognized for quite some time as the foundation for applications with high availability, scalability, and reliability goals. Spring Boot Overview One of the most popular Java EE frameworks for creating apps is Spring.
Dynatrace
JANUARY 16, 2023
Java, Go, and Node.js Through effortless provisioning, a larger number of small hosts provide a cost-effective and scalable platform. Java, Go, and Node.js Java Virtual Machine (JVM)-based languages are predominant. Java Virtual Machine (JVM)-based languages are predominant. Kubernetes moved to the cloud in 2022.
The Netflix TechBlog
MARCH 4, 2025
Data storage and distribution through HollowFeeds Netflix Hollow is an Open Source java library and toolset for disseminating in-memory datasets from a single producer to many consumers for high performance read-only access. Given the shape of our data, hollow feeds are an excellent strategy to distribute the data across our serviceboxes.
Dynatrace
FEBRUARY 10, 2021
Dynatrace is redefining Application Security, applying the automation, AI, scalability, and enterprise-grade robustness of its platform to change the way security gets done. Dynatrace entered the Application Security market with automatic and continuous protection for Java workloads. Vulnerabilities in Node.js
Dynatrace
JULY 25, 2024
This created problems with both visibility and scalability. The company’s goal was to standardize observability and prevent common problems, such as Java or pods running out of memory, or users requesting resources and barely using any, or using 100% of it. Platform engineering looks to bring in a unified toolset.”
InfoQ
FEBRUARY 11, 2024
The library helped the engineering teams by increasing developer velocity, and the scalability and stability of services using it. Over 90% of Java applications have migrated to PSC with minimal changes. Pinterest open-sourced its generic PubSub client library, PSC, which has been heavily used in production for a year and a half.
Simform
MARCH 11, 2021
vs. Java and are also excited to read about how Netflix migrated from Java to Node.js, read this article. It will introduce you to why Java is still relevant in the times of modern and scalable Node.js. outperforms Java? If you want to compare two powerful backend technologies: Node.js
Scalegrid
JULY 13, 2020
Scalability. PostgreSQL offers free scalability, and can scale up to millions of transactions per seconds. Oracle Enterprise is recommended for high workloads which are highly scalable, but costly. Let’s take a look at core functionality of these two relational database management systems. PostgreSQL. SolarisUnix.
Dynatrace
OCTOBER 8, 2020
Although the adoption of serverless functions brings many benefits, including scalability, quick deployments, and updates, it also introduces visibility and monitoring challenges to CloudOps and DevOps. In upcoming sprints, additional improvements will include: Support for Java-based functions. Improved mapping and topology detection.
The Netflix TechBlog
OCTOBER 19, 2020
Our tactical approach was to use Netflix-specific libraries for collecting traces from Java-based streaming services until open source tracer libraries matured. We chose Open-Zipkin because it had better integrations with our Spring Boot based Java runtime environment. Storage: don’t break the bank!
Dynatrace
DECEMBER 8, 2020
It inherits the automation, AI, scalability, and enterprise-grade robustness of the Dynatrace platform. With new RASP capabilities of the Dynatrace OneAgent, the same trusted approach extends the Dynatrace platform to application security: automatic, intelligent, highly scalable. Next up: node.js.
Dynatrace
DECEMBER 5, 2022
Both backend and report service are implemented in Java, but Robert found no Java runtime-related issues, either. Now they’re investing in more load, scalability, and memory testing with the goal of better understanding capacity requirements. No exceptions, no error logs, nothing.
Dynatrace
JUNE 13, 2022
Adopting cloud-native technologies and open source software makes applications more feature rich and scalable, but it also increases IT complexity. Spring4Shell: Detect and mitigate new zero-day vulnerabilities in the Java Spring Framework – blog. Spring4Shell vulnerabilities expose Java Spring Framework apps to exploitation.
The Netflix TechBlog
OCTOBER 18, 2022
As Big data and ML became more prevalent and impactful, the scalability, reliability, and usability of the orchestrating ecosystem have increasingly become more important for our data scientists and the company. Motivation Scalability and usability are essential to enable large-scale workflows and support a wide range of use cases.
Dynatrace
JUNE 13, 2019
The Dynatrace platform automatically integrates OpenTelemetry data, thereby providing the highest possible scalability, enterprise manageability, seamless processing of data, and, most importantly the best analytics through Davis (our AI-driven analytics engine), and automation support available.
DZone
MARCH 7, 2023
PySpark is the Python API for Apache Spark , which allows Python developers to write Spark applications using Python instead of Scala or Java. In addition, pySpark applications can be tuned to optimize performance and achieve better execution time, scalability, and resource utilization.
Dynatrace
AUGUST 30, 2023
Dynatrace’s collaboration with Google addresses these needs by providing simple, scalable, and innovative data acquisition for comprehensive analysis and troubleshooting. In this case, Davis found that a Java Spring Micrometer metric Failed Deliveries is highly correlated with CPU spikes.
Dynatrace
JANUARY 12, 2022
Messaging systems can significantly improve the reliability, performance, and scalability of the communication processes between applications and services. Dynatrace news. An example of a critical event-based messaging service for many businesses is adding a product to a shopping cart.
Dynatrace
MARCH 17, 2021
IAST only works with languages that have a virtual runtime environment, such as Java, C#, Python, and Node.js. Interactive (IAST) : IAST combines SAST and DAST together and improves on them by instrumenting applications to support deeper vulnerability analysis beyond exposed surfaces. That’s where Dynatrace comes in.
Dynatrace
OCTOBER 21, 2020
This is a great example of how valuable Dynatrace is for diagnosing performance or scalability issues, and a great testimony that we at Dynatrace use our own product and its various capabilities across our globally distributed systems. All thanks to the data Davis already had ready for them when analyzing this slow startup problem.
Dynatrace
AUGUST 5, 2022
As a result of persistent queues, a system benefits from improved performance, reliability, and scalability. TIBCO Enterprise Message Service features compatibility with software written in Java. Because queues are persistent, they reduce the risk of errors if parts of the system go offline.
Dynatrace
AUGUST 5, 2022
As a result of persistent queues, a system benefits from improved performance, reliability, and scalability. TIBCO Enterprise Message Service features compatibility with software written in Java. Because queues are persistent, they reduce the risk of errors if parts of the system go offline.
The Morning Paper
SEPTEMBER 24, 2020
Static analysis of Java enterprise applications: frameworks and caches, the elephants in the room , Antoniadis et al., If you try running Soot , WALA , or Doop out of the box on a real-world Java enterprise application you’re likely to get very low coverage, or possibly even no results at all if the tool fails to complete the analysis.
All Things Distributed
FEBRUARY 22, 2012
Werner Vogels weblog on building scalable and robust distributed systems. Amazon SWF is an orchestration service for building scalable distributed applications. A growing number of applications are relying on asynchronous and distributed processing, with scalability of the application as the primary motivation. Comments ().
Dynatrace
NOVEMBER 19, 2019
Provisioning of cloud infrastructure, especially within large environments, requires a standardized approach to scalability, compliance, and troubleshooting. You can also build the resource from the source code using a Java environment (cfn tool, Maven, JDK, git CLI, etc) with the following steps: Clone git repository: git clone [link].
Dynatrace
APRIL 2, 2020
Introducing network probes: the new scalability challenges were solved with products like NV and AV. It evolved from the simplest web server plugins to runtime Java profilers to real-time performance monitoring of all transactions flowing end to end through application servers. ” The AppMon wave.
Dynatrace
OCTOBER 22, 2019
This is why threads are often the source of scalability as well as performance issues. Thread dumps allow Java developers to understand which threads execute which code and whether or not certain threads are waiting or locked. Use case #1: Identify scalability issues. Dynatrace news.
Scalegrid
OCTOBER 18, 2024
It is known for its flexibility and large feature set, as well as supporting databases utilizing a Java Database Connectivity (JDBC) driver, rendering it a default tool for both DBAs and developers. They are lightweight and scalable, and do not require a significant financial investment.
Dynatrace
OCTOBER 11, 2021
Scalability is a major feature of GCF. GCF also enables teams to run custom-written code to connect multiple services in Node, Python, Go, Java,NET, Ruby, and PHP. How Google Cloud Functions works. GCF operates under the following three tenets: Simplify the developer experience. Avoid lock-in with open-source technologies.
The Netflix TechBlog
MARCH 7, 2019
Mathematical engineers at Netflix in particular work on the scalability and engineering of models that estimate treatment effects. Rewriting poses reproducibility challenges since the python/R stack would need to match the Java stack. In the democratization of the experimentation platform we also want to allow custom analysis.
Dynatrace
JANUARY 18, 2023
Site reliability engineering (SRE) is a software operations methodology that enables organizations to create highly reliable and scalable applications. A CI/CD practice can offer a high level of scalability to organizations looking to innovate quickly and efficiently.
The Netflix TechBlog
DECEMBER 11, 2020
This gives us access to Netflix’s Java ecosystem, while also giving us the robust language features such as coroutines for efficient parallel fetches, and an expressive type system with null safety. For our federated architecture, we prioritized solving observability needs in a more scalable manner.
Scalegrid
FEBRUARY 7, 2019
Horizontal & Vertical Scalability. Connecting With Java. Among the popular Redis Java clients , Jedis and Lettuce support Redis Clusters. Here’s the same program as the Java example above in Ruby: require 'redis' require 'pp' NODES = ["redis://SG-example-1.servers.scalegrid.io:6379", servers.scalegrid.io:6379",
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