News Aggregator


Quick and Efficient Distributed Tracing In .NET

Aggregated on: 2023-12-05 19:27:44

To log, or not to log? To log! Nowadays, we can’t even imagine a modern software system without logging subsystem implementation, because it’s the very basic tool of debugging and monitoring developers can’t be productive without. Once something gets broken or you just want to know what’s going on in the depths of your code execution, there’s almost no other way than just to implement a similar functionality. With distributed systems, and microservices architectures in particular, the situation gets even more complicated since each service can theoretically call any other service (or several of them at once), using either REST, gRPC, or asynchronous messaging (by means of numerous service buses, queues, brokers, and actor-based frameworks). Background processing goes there as well, resulting in entangled call chains we still want to have control over.

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Top 11 Project Management Hacks for Software Project Managers

Aggregated on: 2023-12-05 19:27:44

The purpose of project management is to complete a project of agreed quality within a certain budget and time frame. Though software development projects come with their own nuances, the principles of project management can be applied to manage software projects better.  It is because, like any other project, a software project also goes through the stages of initiation, planning, execution, and completion.     

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Safeguarding Data Exchange: A Comprehensive Overview of API Gateways and Their Imperative Role in Ensuring Robust Security

Aggregated on: 2023-12-05 18:42:44

In today's interconnected digital landscape, the proliferation of Application Programming Interfaces (APIs) has revolutionized the way systems communicate and exchange data. Yet, with this seamless connectivity comes the inherent vulnerability of exposing sensitive information to potential security threats. This underscores the pivotal role of API Gateways as the guardians of digital communication, orchestrating a delicate balance between accessibility and security. The Crucial Role of API Gateways API Gateways stand as the linchpin in the architecture of modern software systems. Their multifaceted responsibilities encompass:

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Question Answering Tutorial With Hugging Face BERT

Aggregated on: 2023-12-05 18:42:44

What Is Question Answering AI? Question answering AI refers to systems and models designed to understand natural language questions posed by users and provide relevant and accurate answers. These systems leverage techniques from natural language processing (NLP), machine learning, and sometimes deep learning to comprehend the meaning of questions and generate appropriate responses. The goal of question answering AI is to enable machines to interact with users in a way that simulates human-like comprehension and communication. In the ever-evolving domain of natural language processing (NLP), the advent of models like Bidirectional Encoder Representation Transformers (BERT) has opened doors to profound advancements, enabling machines to comprehend and generate human-like text with unprecedented accuracy. These models become more intricate, setting benchmarks in a variety of tasks, from simple text classification to complex question answering AI. 

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Selenium 4 WebDriver Hierarchy: A Detailed Explanation

Aggregated on: 2023-12-05 18:27:44

The inception of Selenium can be traced back to a web application that required frequent testing. This prompted Jason Huggins to create a program using JavaScript, which he named JavaScriptTestRunner and released in 2004. However, he realized that the program was much more powerful and could be helpful to the community in testing; hence, he decided to open-source it and renamed it to Selenium Core. 

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Node.js Unveiled: Why You Should Use It for Enterprise Apps

Aggregated on: 2023-12-05 17:27:44

The soaring popularity of JavaScript is profoundly transforming the landscape of web development. The capabilities we now have on the web are truly remarkable, and a significant contributor to this transformative shift is the utilization of JavaScript in servers and browsers. In the earlier days, many aspects were merely figments of imagination in the realm of digitalization. However, JavaScript has effectively translated our dreams into reality.

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My Top Picks of Re: Invent 2023

Aggregated on: 2023-12-05 16:27:44

Re: Invent 2023 has been wrapped up. Before we start preparing for the 2024 edition let me recap the announcements I was most excited about. Here is my favorite list, in no particular order

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Revolutionizing Customer Relationships: Exploring the Synergy of CRM With Chat and React.js

Aggregated on: 2023-12-05 16:27:44

In the rapidly evolving landscape of customer relationship management (CRM), businesses are constantly seeking innovative solutions to enhance customer interactions and streamline their processes. One such groundbreaking integration is the fusion of CRM with chat functionalities powered by the dynamic capabilities of React.js. This blog post delves into the symbiotic relationship between CRM, real-time chat applications, and the React.js library, exploring how this amalgamation is reshaping the way businesses connect with their customers. Understanding CRM: A Foundation for Customer-Centricity Before delving into the integration of CRM with chat and React.js, it's essential to grasp the fundamental concept of Customer Relationship Management. CRM is a strategic approach that empowers businesses to build and maintain fruitful relationships with their customers. It involves the utilization of technology to manage, analyze, and optimize customer interactions throughout the entire lifecycle.

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Securing REST APIs With Nest.js: A Step-by-Step Guide

Aggregated on: 2023-12-05 15:27:44

This guide walks you through setting up a secure REST API using Nest.js in Node.js. We'll create a login system with JWTs and implement best practices for token management and API security. Setting Up Nest.js Prerequisites: Node.js installed.

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DevSecOps: Shifting Security to the Left

Aggregated on: 2023-12-05 13:42:44

Modern-day software development approaches like DevOps have certainly reduced development time. However, tighter release deadlines push security practices to a corner. This blog explains how Shifting Security to the Left introduces security in the early stages of the DevOps Lifecycle, thus fixing software bugs proactively. We have come a long way in the DevOps lifecycle, from releasing the code every month(or sometimes more than that) to every day(or every hour). Throughout this process, it feels like security has been left behind a little. The main reason behind that is that security will slow down the DevOps Lifecycle and the entire software pipeline. 

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Application/Feature Release Planning Efficiently

Aggregated on: 2023-12-05 12:27:44

Releasing a whole new application or a major feature is crucial to customers. They both have the potential to go sideways and can impact customers negatively. In order to properly deploy a change for a better customer experience and avoid issues, proper planning is necessary. In this article, I’ll discuss the mechanism I use to develop and deploy these kind of changes. I will divide this article into two categories: 1. Releasing a new application for the first time. 

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How Big Data Is Saving Lives in Real Time: IoV Data Analytics Helps Prevent Accidents

Aggregated on: 2023-12-04 23:12:43

Internet of Vehicles, or IoV, is the product of the marriage between the automotive industry and IoT. IoV data is expected to get larger and larger, especially with electric vehicles being the new growth engine of the auto market. The question is: Is your data platform ready for that? This article shows you what an OLAP solution for IoV looks like. What Is Special About IoV Data? The idea of IoV is intuitive: to create a network so vehicles can share information with each other or with urban infrastructure. What‘s often under-explained is the network within each vehicle itself. On each car, there is something called Controller Area Network (CAN) that works as the communication center for the electronic control systems. For a car traveling on the road, the CAN is the guarantee of its safety and functionality, because it is responsible for:

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Navigating API Governance: Best Practices for Product Managers

Aggregated on: 2023-12-04 23:12:43

In the ever-evolving landscape of digital integration, APIs (Application Programming Interfaces) serve as the conduits that connect disparate systems, enabling seamless communication and fostering innovation. As the architects of digital experiences, product managers play a crucial role in orchestrating these integrations. However, as the complexity of API ecosystems grows, the need for robust governance becomes paramount. In this article, we will explore in-depth the best practices for product managers in navigating API governance, ensuring secure, scalable, and compliant integrations. Embracing API Governance as a Strategic Imperative Defining API Governance API governance encompasses the set of policies, practices, and standards that guide the design, implementation, and management of APIs. For product managers, it's not merely a regulatory hurdle but a strategic imperative to ensure that APIs align with business objectives, deliver optimal user experiences, and comply with industry regulations.

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A Guide to Missing Sprint Goals

Aggregated on: 2023-12-04 22:42:43

Do you excel in the art of setting unattainable, imposed, or plain non-existing Sprint Goals? In other words, are you good at missing Sprint Goals with regularity? If not, don’t worry; help is on the way! In this article, we’ll explore how to consistently miss the mark. For example, enjoy the thrill of cherry-picking unrelated backlog items and defining success by sheer output, not outcome. Countless Scrum Teams have thoroughly tested all suggestions. They are ideally suited for teams who love the challenge of aimlessly wandering through Sprints!

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Data-Driven Decision-Making in Product Management: The Key to Success

Aggregated on: 2023-12-04 19:42:43

Making informed decisions in the dynamic landscape of product management is critical for product success. The traditional gut feeling and intuition-driven approach are giving way to a more analytical and data-driven mindset. This shift towards data-driven decision-making in product management is changing how businesses develop, launch, and optimize their products. The Role of Data in Product Management Product management data-driven decision-making entails utilizing data at all stages of the product lifecycle. From ideation to development, launch, and post-launch optimization, data plays a critical role in providing insights and guiding strategic decisions.

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From Docker Swarm to Kubernetes: Transitioning and Scaling

Aggregated on: 2023-12-04 18:12:43

In the ever-evolving landscape of container orchestration, the shift from Docker Swarm to Kubernetes has become a significant trend. As organizations seek more robust, scalable, and reliable solutions for deploying and managing containerized applications, Kubernetes emerges as the clear frontrunner. This article delves into the nuances of transitioning from Docker Swarm to Kubernetes, focusing on best practices, strategic considerations, and the scaling advantages Kubernetes offers. Understanding the Shift Docker Swarm, Docker's native clustering and scheduling tool, provides simplicity and ease of use but often falls short in handling more extensive and complex deployments. Kubernetes, on the other hand, is an open-source platform designed to automate the deployment, scaling, and operation of application containers. It offers greater flexibility, a richer feature set, and a vast ecosystem, making it the preferred choice for large-scale, enterprise-level deployments.

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Analysis of Failure Modes in Producer-Consumer Systems

Aggregated on: 2023-12-04 18:12:43

Producer-consumer patterns are used extensively in systems all around us. In producer-consumer pattern-based systems, producers write data that one or multiple consumers consume. This pattern allows producer systems to scale while distributing functionality among multiple consumer systems. Just like any other distributed system, the uptime of a producer-consumer system depends on how well it protects itself from the various failure modes and, when impacted, how quickly it can recover. In this article, we analyze the various failure modes of producer-consumer systems, their impact, how we can detect the failures, mitigate them, and review the protections we can put in place to prevent the failure modes from happening.

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How To Convert MySQL Database to SQL Server

Aggregated on: 2023-12-04 17:42:43

This article explains why organizations would desire to convert their MySQL databases to Microsoft SQL databases. The article goes on to detail items to bear in mind before trying the conversion, as well as the method involved. A Specialized Database Converter Tool will help you swiftly convert MySQL database records to MS SQL Server. Before we proceed, let’s discuss the benefits of MySQL to MS SQL Server Conversion.

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Connection Pooling

Aggregated on: 2023-12-04 17:42:43

For almost every web or mobile application that we write, one of the crucial components underlying it is the database. For writing applications that use databases and are performant and resource-efficient, there is a crucial resource one has to take care of, but unlike CPU, memory, etc., it’s often not very visible. That resource is a database connection. What Is a Database Connection?

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Sometimes It Is Who You Know

Aggregated on: 2023-12-04 17:42:43

(And sometimes it’s not) My post about my 6-month job search generated some attention and conversation. The comments helped me clarify some of the more specific lessons I’ve learned recently or that I knew but were reinforced by the experience. After taking time to organize them into a somewhat coherent structure, I’m ready to share. Here are the first lessons on the list.

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The Role of CloudWeGo in Modern Cloud-Native Applications

Aggregated on: 2023-12-04 17:27:43

In the current era of infrastructure modernization, the term “Cloud-Native Applications” has emerged as a significant factor driving the evolution of the IT landscape. These applications inherently embody the concept of flexibility, scalability, and high availability and are built and delivered in a rapid, dynamic manner. They leverage modern application development frameworks and methodologies like microservices, containerization, and DevOps. Amidst the vast array of technologies accelerating the development and deployment of cloud-native applications is CloudWeGo, a notable player offering a distinctive edge to developers and organizations. CloudWeGo, a brainchild of ByteDance, has established itself as a set of microservices middleware. It comprises a collection of high-performance, highly extensible, and highly reliable projects focused on microservices communication and governance. In the face of the rapidly escalating hybrid and cloud-native microservices environment, CloudWeGo has proved to be a powerful fine-tuned tool to cater to the explicit requirements of such architectures. This article will explore the critical role CloudWeGo plays in understanding, architecting, and leveraging modern cloud-native applications.

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Data Modeling and ETL Design Using AWS Services

Aggregated on: 2023-12-04 17:27:43

As the data industry evolves, data insights become increasingly accessible, forming the fundamental elements for various time-centric applications such as fraud detection, anomaly detection, and business insights. An essential and widely recognized component in unlocking the value and accessibility of this data is comprehending its nature and interrelationships and extracting meaningful values.  Data modeling serves as the crucial blueprint akin to architectural plans for a house, defining how data is structured, modeled, and interconnected to facilitate informed decision-making efficiently. Additionally, data modeling elevates raw data collection to a level that is ready to be transformed into information, empowering the users to derive valuable insights. This article highlights the significance of data modeling, data storage, and ETL (Extract, Transform, Load) design tailored for downstream analytics. It draws insights from sample data obtained through the Binance crypto open API.

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Automate JBoss Web Server Deployment With the Red Hat Certified Content Collection for JWS

Aggregated on: 2023-12-04 17:12:43

According to several sources we queried, more than 33 percent of the world's web servers are running Apache Tomcat, while other sources show that it's 48 percent of application servers. Some of these instances have been containerized over the years, but many still run in the traditional setup of a virtual machine with Linux. Red Hat JBoss Web Server (JWS) combines a web server (Apache HTTPD), a servlet engine (Apache Tomcat), and modules for load balancing (mod_jk and mod_cluster). Ansible is an automation engine that provides a suite of tools for managing an enterprise at scale. In this article, we'll show how 1+1 becomes 11 by using Ansible to completely automate the deployment of a JBoss Web Server instance on a Red Hat Enterprise Linux 8 server.

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Harnessing the Power of APIs: Shaping Product Roadmaps and Elevating User Experiences through Authentication

Aggregated on: 2023-12-04 16:42:43

In the dynamic landscape of digital product development, APIs (Application Programming Interfaces) have emerged as indispensable tools that not only connect systems but also play a pivotal role in shaping product roadmaps. In this exploration, we will unravel the multifaceted impact of APIs on product strategies and delve into how astute product managers can leverage authentication to elevate user experiences. The Evolving Role of APIs in Product Development The API Revolution As technology continues to evolve, APIs have transitioned from mere connectors to strategic assets. They empower products to tap into a vast array of functionalities, services, and data sources, fostering innovation and scalability. Product managers must now view APIs as integral components that not only facilitate integration but also shape the very core of their product roadmaps.

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Why Dedicated Development Team Is Crucial for Agile Development Process

Aggregated on: 2023-12-04 16:42:43

Agile development is leading the industry in software creation, as it's an iterative approach that can create high-quality products at speed. The key to successful Agile development is communication and collaboration between team members; adapting quickly to requirements is crucial for success. This article will delve into a dedicated development team's vital role in Agile development and its importance for success.

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Data Privacy and Security

Aggregated on: 2023-12-04 15:42:43

Organizations are gradually becoming concerned regarding data security in several instances, such as collecting and retaining sensitive information and processing personal information in external environments, which include information sharing and cloud computing. Some of the commonly used solutions, however, do not provide strong and viable protection from privacy disclosures and data theft. Particularly, privacy and risk protection experts are concerned about the security and privacy of data that is used in the process of analytics and then shared externally. As such, organizations need to comply with existing and upcoming regulations for secure processing of sensitive data. From this perspective, new approaches concerning privacy-preserving computing that are clear and sustainable to business processes can present various opportunities while also assisting in finding an appropriate balance between security, privacy, and compliance.  Encrypting data, especially when at rest, is insufficient when it comes to avoiding data breaches. Ideally, data-at-rest encryption leads to a crypto boundary, an aspect that suggests that data is accessible in plaintext. When it comes to addressing plaintext, it is important to note that it is primarily needed for processing, and this boundary usually exists below the point at which a compromise can be experienced. Additionally, data-at-rest encryption does not necessarily support cases where data sharing with other organizations is done. For data to be deemed useful, it has to be accessible through plaintext within various applications since this plays a significant role in reducing encryption’s protection capability. However, a disadvantage of typical data masking techniques is that they do not largely support the protection of behavioral or transactional data. Notably, the limitations of data masking and data-at-rest have led to a gradual increase in devising new strategies for data protection, especially when advanced approaches tend to protect data with regard to where the traditional encryption and data masking techniques fail. 

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What Is Web Scraping and Why Do Software Developers Use It?

Aggregated on: 2023-12-04 15:42:43

Web scraping is often discussed in software development circles, but not everyone knows about it or has anything more than a superficial understanding of its ins and outs. With that in mind, here is an overview of the basics, as well as an examination of why some devs are committed to web scraping in a major way. An Overview of Web Scraping Web scraping is a method for achieving automatic data extraction from websites. It involves programming a piece of software to visit desired web pages and gather specified information. This may include text content, images, links, or any other type of structured data that resides on these sites.

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Navigating NoSQL: A Pragmatic Approach for Java Developers

Aggregated on: 2023-12-04 15:12:43

In the dynamic landscape of data management, NoSQL databases have emerged as a crucial component, offering flexibility and scalability that traditional relational databases sometimes struggle to provide. Understanding the significance of NoSQL and its synergy with Java is pivotal for developers seeking efficient solutions for modern, data-intensive applications. Why NoSQL Matters: Unraveling the Complexities NoSQL databases have gained prominence due to their easy handling of unstructured and semi-structured data. Unlike traditional relational databases, NoSQL embraces a schema-less approach, allowing developers to adapt swiftly to evolving data structures. It proves invaluable in scenarios where data types and relationships are not predefined or may change frequently.

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Java CMS GC Tuning

Aggregated on: 2023-12-04 15:12:43

Java Concurrent Mark and Sweep (CMS) algorithm operates by dividing the garbage collection process into multiple phases, concurrently marking and sweeping the memory regions without a significant pause. While its design brings benefits in terms of reduced pause times, it also introduces unique challenges that demand careful tuning and optimization. In this post, we will explore techniques to tune CMS GC specifically for enhanced performance. However, if you want to learn more basics, you may watch this Garbage Collection tuning talk delivered at the JAX London conference. How To Enable CMS GC You can enable the Concurrent Mark-Sweep (CMS) Garbage Collector in your Java application by adding the following JVM argument when launching your application:

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Why Understanding Kubernetes Costs Is Crucial To Growing Our Business

Aggregated on: 2023-12-04 15:12:43

Our software development company, Webparking, has been in business for nearly 20 years now — long enough to see both the rise of the cloud…and the subsequent rise in cloud cost complexity. Through the era of dedicated servers and then virtual servers, our infrastructure pricing was quite straightforward. It was only once we modernized into the cloud and Kubernetes era — and set up our own cluster on AWS — that costs got really complicated. Suddenly, we were facing a scheme with charges billed per hour, per minute, or per instance or resource, all with separate pricing models and layers and differences by region and more.   This is where our infrastructure costs also became an acute challenge from a profitability perspective. Our business model includes charging clients fixed monthly fees based on what we provide, with no direct regard for the resources they use up. We’re not Amazon, and implementing similarly-complex billing would mean maintaining our own complex billing infrastructure. That’s not something either our company or our customers would be interested in.

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Master the Art of Data Security: A Complete Guide To Securing Data at Rest on Amazon S3

Aggregated on: 2023-12-04 14:42:43

As we step further into the digital age, the importance of data security becomes increasingly apparent. Our interactions, transactions, and even our identities are frequently translated into data, which is stored, transferred, and processed in the digital realm. When this data falls into the wrong hands, the consequences can be disastrous, both for individuals and for organizations. Amazon S3, a popular storage solution offered by Amazon Web Services (AWS), serves as a repository for a vast amount of this data. With its robust scalability and ease of use, it has become a favored choice for many organizations. But as with all data storage services, it's crucial to ensure that the data stored on Amazon S3 is secure, particularly when it's 'at rest'—that is, not actively being used or transferred.

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MuleSoft Anypoint Platform Audit Logs to Splunk

Aggregated on: 2023-12-04 14:27:43

Overview  This article addresses the overall approach to how to send the MuleSoft Anypoint platform Audit logs to Splunk. Audit Logs Changes made by users within Anypoint Platform organizations are logged through an audit logging service. You can access the data logs through the audit logging query API or through the audit logging UI. Audit logs provide a quarriable history of actions performed within the Anypoint Platform. It also Keeps track of all users who have interacted with objects in the system and timestamps those actions. Provides mechanisms for querying the set of users who have performed actions.

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Data Integration and AI-Driven Insights

Aggregated on: 2023-12-04 14:12:43

The digital age has catapulted data into the spotlight, transforming it from mere binary sequences to valuable organizational assets. As businesses increasingly pivot towards data-driven strategies, the complexities surrounding data management have also amplified. The task at hand is not just storing or even collecting data but converting it into actionable intelligence. This blog aims to dissect two instrumental pillars in the quest for this intelligence: Data Integration and AI-driven insights. The narrative centers on their synergistic relationship and its rippling impact on decision-making and automation across various industries. Whether you’re a CTO trying to align technology with business outcomes, a Data Scientist striving for more accurate models, a Software Engineer building robust data pipelines, or a Business Analyst seeking to understand and advise on data strategies, understanding this symbiosis is critical. The Pillars: Data Integration and AI-Driven Insights Data Integration Data Integration, once a mere auxiliary function in data management, has now ascended to be a cornerstone of modern enterprise technology. It isn't merely about fetching data from one database and plugging it into another; it's an elaborate process involving data ingestion, transformation (also known as ETL or ELT), and finally, serving this unified data through a layer that can be consumed for analytical tasks. But why is this unification so critical? It's because this integrated data often serves as the basis for machine learning models, real-time analytics, and even for driving automation that can span across multiple departments in an organization.

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Kubernetes DaemonSet: Practical Guide to Monitoring in Kubernetes

Aggregated on: 2023-12-04 13:42:43

As teams moved their deployment infrastructure to containers, monitoring and logging methods changed a lot. Storing logs in containers or VMs just doesn’t make sense – they’re both way too ephemeral for that. This is where solutions like Kubernetes DaemonSet come in. Since pods are ephemeral as well, managing Kubernetes logs is challenging. That’s why it makes sense to collect logs from every node and send them to some sort of central location outside the Kubernetes cluster for persistence and later analysis.

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Accelerate Innovation by Shifting Left FinOps, Part 3

Aggregated on: 2023-12-04 13:27:43

Now that we have understood the importance of cost models and how to create and refine cost models, it's time to start to optimize our workload components. Any workload deployment and architecture contains the key components that are depicted in the architecture diagram given below. All the layers of the architecture provide opportunities for cost optimization. In this post, we will look at cost optimization techniques for infrastructure (layer highlighted in blue). Key architecture components for a cloud-deployed workload 

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Using Unblocked to Fix a Service That Nobody Owns

Aggregated on: 2023-12-04 12:42:43

Working in technology for over three decades, I have found myself in a position of getting up to speed on something new at least 100 times. For about half of my career, I have worked in a consulting role, which is where I faced the challenge of understanding a new project the most. Over time, I established a personal goal to be productive on a new project in half the time it took for the average team member. I often called this the time to first commit or TTFC. The problem with my approach to setting a TTFC record was the unexpected levels of stress that I endured in those time periods. Family members and friends always knew when I was in the early stages of a brand-new project.

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Achieve Continuous Improvement With Augmented Analytics

Aggregated on: 2023-12-03 18:57:43

If you want to encourage and enable continuous improvement within your enterprise, analytics can go a long way toward helping you achieve your goal. When you provide access to augmented analytics solutions for your business users, you distribute knowledge and engender fact-based decision making, helping your users to accurately complete tasks and plan for future success.  McKinsey recently surveyed 2000 businesses and found that 83% of high-tech/media/telecom, 76% of banking, and more than 50%  of consumer companies identified as continuous improvement organizations. There is good reason for these results. Continuous improvement improves results! And, as McKinsey reports, continuous improvement companies seek to eliminate costs and to empower employees to improve efficiency and growth of product and service innovation. 

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How to Do a Risk Analysis Service in a Software Project

Aggregated on: 2023-12-03 18:42:43

Software projects are vulnerable to countless attacks, from the leak of confidential data to exposure to computer viruses, so any development team must work on an effective risk analysis that exposes any vulnerabilities in the software product. A well-executed risk analysis service can be the compass that guides development teams through the turbulent waters of uncertainty. This article describes a comprehensive approach to performing risk analysis on a software project.

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Taming the Virtual Threads: Embracing Concurrency With Pitfall Avoidance

Aggregated on: 2023-12-03 18:27:43

In the previous article, you learned about the history of Java threads and how Quarkus helps developers execute traditional blocking applications on top of the virtual thread (Project Loom) dead simply using a single @RunOnVirtualThread annotation on both method and class levels.  Unfortunately, there’s a long way to go with the virtual threads across all Java ecosystems. For example, you probably get used to importing Java libraries such as Maven dependencies or Gradle modules in your Java projects. It means you might not know how the libraries work on platform threads, or you don’t even need to know it because you just need to use them, which is the common development practice. With a vast ecosystem of Java libraries, you will probably hit the following challenges and pitfalls that could break the virtual thread runtimes in the end.

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Challenges of Legacy System Integration: An In-Depth Analysis

Aggregated on: 2023-12-03 17:57:42

In an era defined by the relentless drive towards digital transformation, IT landscapes are continuously evolving. Companies are adopting modern architectures like microservices, serverless computing, and utilizing the latest AI and machine learning techniques. Yet, amid this technological evolution, legacy systems — reminiscent of an older epoch — still hold a crucial place. These systems continue to shoulder significant operational tasks, making their integration into modern architectures not just desirable but often essential. This article delves into the complexities and challenges surrounding legacy system integration, exploring why it is far from a straightforward task. The Ubiquity of Legacy Systems Legacy systems are far from extinct; they remain ubiquitous across various industries — from financial institutions to manufacturing plants. Often, these systems were built with initial design goals that were well-suited for the business needs of their time. However, those very design considerations — whether it’s a specific database or programming language — can now present hindrances when considering modern integration. While some organizations have successfully moved away from these dated infrastructures, for many, legacy systems still serve critical roles. They may contain valuable historical data or functionalities for which there is no modern equivalent. Hence, the integration of these systems is often not a matter of choice but of necessity.

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The Reality of Low-Code and No-Code Applications

Aggregated on: 2023-12-03 17:42:42

Low-code and no-code are slowly becoming the norm today.  No-code refers to the approach where you can design software or applications with virtually no code. This is possible where platforms offer ready-made or done-for-you features. Today, many website builders, including WordPress and others, are prime examples of using drag-and-drop features as well as templates. 

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Data Observability: Reliability in the AI Era

Aggregated on: 2023-12-02 22:57:42

When we introduced the concept of data observability four years ago, it resonated with organizations that had unlocked new value…and new problems thanks to the modern data stack.  Now, four years later, we are seeing organizations grapple with the tremendous potential…and tremendous challenges posed by generative AI. 

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Keeping AI Infrastructure Costs Down With API Governance

Aggregated on: 2023-12-02 22:42:42

The growing importance of AI in business is undeniable, with more than 50% of businesses employing artificial intelligence for security and combating fraud. Additionally, beyond the practical applications for businesses externally, AI can be used internally to deliver better customer experiences through competitive tools and features. As the role of AI within an API business’ operations expands, so do the associated AI infrastructure costs. These expenses can quickly become a significant financial burden if left unchecked. Like all outward facing API-based tools, the key to success is API governance. That’s where API governance steps in as a way of managing infrastructure costs and avoiding financial setbacks of monumental proportions. API governance allows an organization to regulate and optimize how AI resources and services are accessed and utilized, ensuring that businesses can offer an AI solution and features without breaking the bank. Governance serves as a strategic framework for controlling expenses in an effort to maintain the quality and reliability of offered AI implementation within services and solutions.

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What to Do if You Expose a Secret: How to Stay Calm and Respond to an Incident

Aggregated on: 2023-12-02 22:42:42

You probably are here because you leaked a secret somewhere and want to get straight to rotating the secret. If you are a solo developer or you know for sure you are the only user of the secret and understand what rotating the secret might disrupt, start here: Rotate the secret and store the new credential safely. If you work in a team and are not sure who uses this secret, what it gives access to, or what outages might occur from rotating it, then please read on.

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Navigating Software Leadership in a Dynamic Era

Aggregated on: 2023-12-02 16:57:42

In the realm of professional pursuits, there exists a common misconception that managing software development is akin to riding a bike – a static skill that, once acquired, can be smoothly pedaled forward with minimal adjustments. However, in the fast-evolving landscape of technology, such a comparison is not only overly simplistic but can lead to profound misjudgments in leadership. Unlike the steadfast predictability of a bicycle ride, software development is a dynamic and ever-changing process that defies the static nature of traditional analogies. As we celebrate the first birthday of our software endeavors, it's imperative to address the fallacy that managing software projects is as straightforward as steering a two-wheeler down a familiar path. This misapprehension often stems from leaders who, having once mastered coding or project management, find themselves trapped in a mindset that underestimates the fluidity of the software development journey. In this article, we unravel the intricacies of why software development is fundamentally distinct from riding a bike, shedding light on the pitfalls that managers and CTOs may encounter when they cling to static paradigms in a world that thrives on adaptability and innovation. Join us as we explore the dynamic nature of software development and challenge the notion that it can be steered with the simplicity of a handlebar.

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Understanding the New SEC Rules for Disclosing Cybersecurity Incidents

Aggregated on: 2023-12-02 16:42:42

The U.S. Securities and Exchange Commission (SEC) recently announced its new rules for public companies regarding cybersecurity risk management, strategy, governance, and incident exposure. Some requirements apply to this year—for example, disclosures for fiscal years ending December 15, 2023, or later have new annual reporting requirements. As a result, organizations are wondering about how these new rules impact them.  In this post, we’ll help unpack the new rules, what they mean to you, and what your DevOps and DevSecOps teams might need to implement in response.

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New Profiles Now on DZone!

Aggregated on: 2023-12-01 21:42:42

Hello DZone Community! Recently, you might have seen our announcement about the updates to the Core program. We’ve received a lot of great feedback about the new program, and we’re very excited to continue growing and expanding it to more members!

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Java 11 to 21: A Visual Guide for Seamless Migration

Aggregated on: 2023-12-01 20:57:42

In the ever-evolving software development landscape, staying up-to-date with the latest technologies is paramount to ensuring your applications' efficiency, security, and maintainability. As a stalwart in the world of programming languages, Java continues to transform to meet the demands of modern development practices. One such significant transition is the migration from Java 21 to Java 11. In this comprehensive article, we embark on a journey to explore the intricacies of migrating from the cutting-edge Java 21 to the robust and widely adopted Java 11. We will delve into this migration process, offering a step-by-step guide to demystify the complexities and facilitate a seamless transition for developers and organizations.

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The Importance of Master Data Management (MDM)

Aggregated on: 2023-12-01 17:57:41

Why Master Data Management Matters Picture a multinational enterprise laden with systems, departments, and workflows, all pulsating with data. The anatomy of this organization is complex, and at its heart is the "master data"—the foundational information upon which everything else pivots. The question begging an answer is, how can businesses ensure that this critical data remains consistent and accurate? This inquiry forms the cornerstone of Master Data Management (MDM), a discipline focused on the integrity and coherence of core business information. The Anatomy of Master Data To appreciate the significance of MDM, we first need to grasp what master data actually is. Unlike transactional data, which captures the events occurring within an organization, or analytical data, which serves the purpose of insight generation, master data refers to the core information that represents the business entities that are key to an enterprise's operations. This could be customer names, product IDs, employee records, and other foundational information.

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Unlocking Seamless Customer Relationship Management With React Integration Features

Aggregated on: 2023-12-01 17:42:42

In the ever-evolving landscape of customer relationship management (CRM), businesses are constantly seeking innovative solutions to streamline their processes and enhance user experiences. One such advancement is the integration of CRM systems with React, a powerful JavaScript library for building user interfaces. This integration opens up a world of possibilities, allowing businesses to create dynamic, responsive, and highly interactive CRM applications. In this blog post, we'll explore the various features and benefits of integrating CRM with React and how this collaboration can revolutionize the way businesses manage and nurture their customer relationships. Understanding CRM and Its Evolution Before delving into the integration of CRM with React, it's essential to grasp the fundamentals of Customer Relationship Management. CRM is a strategic approach that businesses use to manage and analyze customer interactions throughout the customer lifecycle, with the goal of improving customer relationships, retaining customers, and driving sales growth.

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