Testing is crucial for delivering quality applications quickly, but providing the right test data remains a major bottleneck.

Explore how to use ChatGPT to create an IoT Kafka event consumer and API Logic Server to logic to produce temperature reading events outside a defined range.

AWS Secrets Manager secures credentials with encryption and access controls while providing robust protection against threats.

Exploring the future of data integration, from cloud solutions and real-time analytics to machine learning. Adaptability is key in this evolving landscape.

IoT's impact on data integration is profound, driving shifts in storage methods, real-time processing, and architectural paradigms.

In this post, I write a little bit about the basic ideas of web server, Servlet container and its relation with JVM. I want to show that Servlet container is nothing more than a Java program. 1. What is a Web Server? To know what is a Servlet container, we need to know what is a Web Server first A web server uses HTTP protocol to transfer data. In a simple situation, a user type in a URL (e.g. www.programcreek.com/static.html) in browser (a client), and get a web page to read. So what the server does is sending a web page to the client. The transformation is in HTTP protocol which specifies the format of request and response message. 2. What is a Servlet Container? As we see here, the user/client can only request static webpage from the server. This is not good enough, if the user wants to read the web page based on his input. The basic idea of Servlet container is using Java to dynamically generate the web page on the server side. So servlet container is essentially a part of a web server that interacts with the servlets. Servlet container is the container for Servlets. 3. What is a Servlet? Servlet is an interface defined in javax.servlet package. It declares three essential methods for the life cycle of a servlet – init(), service(), and destroy(). They are implemented by every servlet(defined in SDK or self-defined) and are invoked at specific times by the server. The init() method is invoked during initialization stage of the servlet life cycle. It is passed an object implementing the javax.servlet.ServletConfig interface, which allows the servlet to access initialization parameters from the web application. The service() method is invoked upon each request after its initialization. Each request is serviced in its own separate thread. The web container calls the service() method of the servlet for every request. The service() method determines the kind of request being made and dispatches it to an appropriate method to handle the request. The destroy() method is invoked when the servlet object should be destroyed. It releases the resources being held. From the life cycle of a servlet object, we can see that servlet classes are loaded to container by class loader dynamically. Each request is in its own thread, and a servlet object can serve multiple threads at the same time(thread not safe). When it is no longer being used, it should be garbage collected by JVM. Like any Java program, the servlet runs within a JVM. To handle the complexity of HTTP requests, the servlet container comes in. The servlet container is responsible for servlets’ creation, execution and destruction. 4. How Servlet container and web server process a request? Web server receives HTTP request Web server forwards the request to servlet container The servlet is dynamically retrieved and loaded into the address space of the container, if it is not in the container. The container invokes the init() method of the servlet for initialization(invoked once when the servlet is loaded first time) The container invokes the service() method of the servlet to process the HTTP request, i.e., read data in the request and formulate a response. The servlet remains in the container’s address space and can process other HTTP requests. Web server return the dynamically generated results to the correct location The six steps are marked on the following diagram: 5. The role of JVM Using servlets allows the JVM to handle each request within a separate Java thread, and this is one of the key advantage of Servlet container. Each servlet is a Java class with special elements responding to HTTP requests. The main function of Servlet contain is to forward requests to correct servlet for processing, and return the dynamically generated results to the correct location after the JVM has processed them. In most cases servlet container runs in a single JVM, but there are solutions when container need multiple JVMs.

This post sheds light on what SAML SSO is, what benefits it brings to the organization, and how secure it is for your GitHub environment.

In this blog post, we’ll briefly compare AWS Lambda Pricing with other Cloud providers and discuss the key elements of the AWS Lambda pricing model.

With topics ranging from OSS contribution to getting along with your coworkers to using Azure Key Vault at scale, there was a lot of knowledge shared.

How to set up and use Karpenter for autoscaling and collecting underutilized spot and on-demand instances for AWS EKS.

The article highlights the advantages of hosting static websites on S3, such as high availability, scalability, unlimited bandwidth, and robust security features.

How Kubernetes has lowered marginal costs of services, enabled composability, and driven an explosion of telemetry data needing improved observability.

Java 21's JEP 440 introduces record patterns for data navigation, while JEP 441 brings pattern matching to switch statements, streamlining data-oriented programming.

In this series of articles, we are going to explain what is the missing piece in stream processing, and in this part, we’ll start from the source.

The story of how an overprovisioned SAS token exposed a massive 38TB trove of private data on GitHub for nearly three years.

Modern applications are more complex than they were a decade ago, and the only way to understand them is by instrumenting the code and observing it in production.

Explore traits of different personalities representing an individual disposition to perceive another as trustworthy.

In this article, we ask what tenanted deployments to physical branches look like using manual processes.

Better understand AWS Secrets Manager, how it works under the hood, and how to access it from Kubernetes clusters.

Cloud abstractions have evolved developer-infrastructure relations and event-driven microservices patterns. Higher abstractions are emerging to manage complexity.