News Aggregator

A Comprehensive Guide To Achieving SOC 2 Compliance

Aggregated on: 2024-02-08 16:17:05

Data security and privacy are one of the top priorities for organizations and their clients in the current digital era. Industry standards and regulatory frameworks have been developed to make sure that businesses manage sensitive data appropriately. The SOC (System and Organisation Controls) 2 is one such standard. Obtaining SOC 2 compliance demonstrates an organization’s commitment to data security and privacy, which can enhance trust and confidence among customers and partners. It’s particularly relevant for businesses that handle sensitive or private data, such as technology, healthcare, finance, and other sectors. In this blog post, we’ll define SOC 2 compliance and walk you through the various phases and processes you can follow to achieve it.

Unleashing the Power of WebAssembly to Herald a New Era in Web Development

Aggregated on: 2024-02-08 16:17:05

The continuous upgrades in the landscape of web development are empowering software developers every day with all the leverage they need to enhance performance, improve efficiency, and create richer user experiences across various domains. Enter WebAssembly (Wasm), a game-changing technology that is setting the stage for a new era in web development. Follow along as we delve into the intricacies of WebAssembly, discuss its impact on web development, and understand how it's becoming an indispensable tool in a developer's arsenal for all the right reasons. But first, let’s find out what WebAssembly is.

A Guide To Visual Regression Testing With PlayWright and How to Get Started

Aggregated on: 2024-02-08 15:47:05

I’m pretty sure that you’ve had a situation where you deployed a major UX change on your web app and missed the most obvious issues, like a misaligned button or distorted images. Unintended changes on your site can cause not only a sharp decline in user satisfaction but also a large fall in sales and customer retention. By identifying and resolving these discrepancies before the update went live, you could have prevented these outcomes.

In-Depth Guide To Choosing the Right Technology Stack for Your Web Application

Aggregated on: 2024-02-08 15:17:05

The choice of technology used in developing a web application is crucial, as it greatly influences its success. There are several technology stacks out there, so it can be confusing to choose the right stack, especially for beginners. A technology stack manages your digital marketing, the kind of products you can create, and the general success of your company. It is made up of databases, frameworks, libraries, programming languages, and infrastructure parts that work together to create scalable, secure, and functional web applications.

How To Build a Task-Tracker Application in Minutes Using TiDB Cloud Data Service and Vercel

Aggregated on: 2024-02-08 15:17:05

In our previous post, we introduced TiDB Cloud Data Service (TCDS), a fully managed, low-code backend-as-a-service solution. By seamlessly integrating your data with any application or service through HTTPS, TCDS enables developers to rapidly construct secure and scalable data-driven applications. This blog guides you through building REST endpoints with TCDS while constructing a Task Tracker app. Focused on backend development, the tutorial covers creating clusters and tables, inserting data, and crafting APIs. It also provides steps for integrating the React frontend hosted on Vercel with the backend. By the end of this tutorial, you will gain a comprehensive understanding of TCDS and acquire a fully functional backend solution catering to both beginners and seasoned developers.

Optimizing Filtered Vector Search in MyScale

Aggregated on: 2024-02-08 14:47:05

Vector search looks for similar vectors or data points in a dataset based on their vector representations. However, pure vector search is rarely sufficient in real-world scenarios. Vectors usually come with metadata, and users often need to apply one or more filters to this metadata. That makes filtered vector search come into play. Filtered vector search is becoming increasingly vital for intricate retrieval scenarios. You can apply a filtering mechanism to filter out the undesired vectors beyond the top-k/range of multi-dimensional embeddings.

How To Prioritize Your Workload: 9 Steps and Tips

Aggregated on: 2024-02-08 14:17:05

After thorough workload prioritization and dedicated team efforts, still feeling reaching nowhere near your goal? The key is not to prioritize what's on your schedule but to schedule your priorities. — Stephen Covey

The Comprehensive Guide to Source Code Version Control Systems

Aggregated on: 2024-02-08 12:47:05

In the fast-paced world of software development, good cooperation and rigorous code management are critical to success. Source Code Version Control Systems (VCS) serve an important role in providing smooth cooperation, monitoring changes, and maintaining codebase integrity. This thorough article delves into the purpose, use, and numerous tools available for Source Code Version Control Systems. Understanding Source Code Version Control Systems: A Deep Dive">Understanding Source Code Version Control Systems: A Deep Dive Source Code Version Control Systems, also known as Version Control Systems (VCS) or Revision Control Systems, are sophisticated tools designed to streamline the collaborative development process. At their core, these systems aim to address challenges related to code management, collaboration, and project organization.

Recovering an MS SQL Database From Suspect Mode: Step-By-Step Guide

Aggregated on: 2024-02-07 21:02:05

The SQL database is always in one of the modes: online, offline, suspect, storing, recovery pending, and emergency. When the SQL database recovery fails, or the database becomes damaged or corrupted, it moves to suspect mode. When the database is marked as SUSPECT mode, the database is unavailable for user access. You can recover the database from the suspected state using different commands in SSMS. In this article, we’ll cover what causes the database to go to suspect mode and its recovery methods. Also, we’ll outline an advanced MS SQL repair tool to help you quickly restore the database from suspect mode without data loss. Reasons for SQL Server Marked As” Suspect Mode” The SQL Server database suspect mode indicates the recovery process has started but failed to finish. The database states may become suspect due to several reasons. Some of them are below:

Enhancing Database Efficiency With MySQL Views: A Comprehensive Guide and Examples

Aggregated on: 2024-02-07 18:47:05

MySQL views are a powerful feature that can significantly enhance data management and simplify complex queries. A view is essentially a virtual table represented by a SQL query. It can encapsulate complex SQL statements, making them more manageable and reusable. This blog delves into the practical use of views in MySQL, offering insights and code examples to leverage this feature effectively. Introduction to MySQL Views Views in MySQL serve multiple purposes: they can simplify SQL query syntax, restrict access to specific data, and ensure data consistency across multiple queries. Unlike physical tables, views do not store data; they dynamically present data from one or more tables based on the SQL query defined in the view.

Choosing the Right Path Among a Plethora of Mobile App Development Methodologies

Aggregated on: 2024-02-07 18:47:05

In a realm as dynamic as mobile app development, choosing the right methodology can significantly impact efficiency, adaptability, and success – pretty much everything about a project. As a fellow developer, I realize the importance of choosing the right methodology for a mobile app development project. Through this article, I want to share some insights to help developers navigate their options and select the most suitable approach for their projects. Waterfall Model Known to be one of the earliest and most straightforward methodologies, the waterfall model is a linear and sequential approach where each phase must be completed before the next one begins. This model is divided into distinct stages: requirements, design, implementation, testing, deployment, and maintenance.

Developing Software Applications Under the Guidance of Data-Driven Decision-Making Principles

Aggregated on: 2024-02-07 18:32:05

This article underscores the vital role of data in the creation of applications that deliver precise outputs aligned with business requirements. To architect and cultivate an application that yields precise outputs in alignment with business requirements, paramount emphasis must be given to the foundational data and the pertinent data scenarios shaping the application. Software application development guided by data-driven decision-making involves identifying the critical data elements and extracting crucial insights to design an efficient and relevant application. Listed below are the key aspects essential for developing a valuable and relevant solution that effectively navigates the complexities inherent in data. Identification of Critical Data Elements Through a collaborative effort between business specialists and the technical team, a thorough analysis of requirements is undertaken. The primary objective is to identify the critical data elements essential for the application's success. This initial step involves delineating a list of input elements, processing elements for all processing hops, and result elements. The culmination of this process serves as the foundational basis for all subsequent stages in the data-driven development journey. This collaborative analysis ensures a holistic understanding of the requirements, fostering a seamless connection between business objectives and technical implementation.

Kubernetes Updates and Maintenance: Minimizing Downtime Challenges

Aggregated on: 2024-02-07 18:32:05

The power and flexibility of managed Kubernetes platforms like EKS, GKE, and AKS can't be understated, but even the best tools require upkeep. Navigating the essential world of Kubernetes updates and maintenance to ensure your cluster enjoys the latest security patches, improved performance, and access to new features, all while minimizing downtime and disruptions. This article delves into the specific considerations and best practices for maintaining a healthy and secure Kubernetes environment within these managed cloud providers, helping you navigate the update process with confidence. As we journey through this guide, we'll explore: Understanding the update landscape: Differentiating between Kubernetes versions, patch releases, and specific offerings within each managed platform. Planning and preparation: Strategizing your update approach, considering the impact on workloads, and leveraging platform-specific tools for seamless transitions. Execution best practices: Rolling updates, blue/green deployments, and leveraging platform automation for a smooth and efficient update experience. Post-update considerations: Verification, monitoring, and rollback strategies to ensure everything runs smoothly after the update. In this comprehensive article, we'll delve deep into the critical aspects of Kubernetes updates and maintenance, with a particular focus on minimizing downtime – a challenge that every DevOps professional encounters.

The Internet of Things Revolution

Aggregated on: 2024-02-07 18:17:05

The growing network of connected devices known as the Internet of Things (IoT) is sparking digital transformation across many industries. By linking physical objects to the online world through sensors and internet connectivity, IoT enables unprecedented data collection, automated analytics, and process enhancements via remote monitoring and control. IoT’s core value is its ability to embed intelligence and access into infrastructure like manufacturing equipment, vehicles, appliances, and more that comprise the operational backbone of modern civilization. Web-enabled sensors across locations generate massive datasets reflecting system states in granular detail and real time. Sophisticated AI algorithms tap countless data points to discern efficiency opportunities within complex processes previously opaque to analytical scrutiny.

From Old to Bold: A Strategic Guide to Legacy System Integration

Aggregated on: 2024-02-07 18:17:05

For many enterprises, an efficient legacy system integration can be a big challenge. And if you’re one of them, this blog is specifically curated for you. We’ve covered everything related to it — from the hurdles you might face to steps you need to take and how we can lend a hand in integrating those legacy systems seamlessly. So, let’s get started!

Composability in Flow: Unlocking Technical and Business Opportunities

Aggregated on: 2024-02-07 17:47:05

Composability in blockchains refers to a framework that permits the interaction and interconnection of discrete elements, especially smart contracts. This kind of modular ecosystem is important as it helps programmers utilize existing components to build advanced systems very quickly. In this article, we’ll look at composability — what it means, how it works on blockchain, some of its benefits and opportunities, and how it powers some of the innovations behind the Flow blockchain.

Munit: Parameterized Test Suite

Aggregated on: 2024-02-07 17:32:05

The purpose of this use case is to explain how to define different RAML data types, define the business-related status code for request payload validation, define the single unit test case for multiple field validation with dynamic request payload, and how to use the parameterized test suite. With a parameterized test suite, we can write a reusable unit test case. It can help to write and test multiple scenarios based on different inputs with a single test case. This can be more useful when we are writing a test case to validate the request and response payload.

Unleashing the Power of Java Interfaces

Aggregated on: 2024-02-07 17:17:05

Java interfaces, for a very long time, were just that — interfaces, an anemic set of function prototypes. Even then, there were non-standard uses of interfaces (for example, marker interfaces), but that's it. However, since Java 8, there have been substantial changes in the interfaces. Additions of default and static methods enabled many new possibilities. For example, enabled adding of new functionality to existing interfaces without breaking old code. Or hiding all implementations behind factory methods, enforcing the “code against interface” policy. The addition of sealed interfaces enabled the creation of true sum types and expressions in code design intents. Together, these changes made Java interfaces a powerful, concise, and expressive tool. Let’s take a look at some non-traditional applications of Java interfaces.

Amazon Bedrock: Game-Changing Disruption in 4 Sectors

Aggregated on: 2024-02-07 17:17:05

For business leaders and IT pros, Amazon Bedrock is a game-changer. It uses the capabilities of generative AI to make a big impact. Let’s look at a simple example to understand how powerful it can be. Picture this: You are a business owner or an IT professional navigating the ever-changing landscape of technology. In your pursuit of innovative solutions that can propel your operations to new heights, you stumble upon a momentous change – Amazon Bedrock. This isn’t just another tool; it’s a revolutionary force poised to transform industries through the lens of generative AI.

Run and Test DynamoDB Applications locally Using Docker and Testcontainers

Aggregated on: 2024-02-07 15:17:05

DynamoDB Local is a version of Amazon DynamoDB that you can run locally as a Docker container (or other forms). It's super easy to get started:

Choosing the Right SMB Backup Solution

Aggregated on: 2024-02-07 13:47:05

In today's digital age, data is the lifeblood of small and medium-sized businesses (SMBs). Whether it's customer records, financial data, or intellectual property, the loss of critical information can be disastrous. To safeguard against such potential disasters, SMBs must invest in robust backup solutions. However, with a plethora of options available in the market, selecting the right SMB backup solution can be a daunting task. In this article, we will embark on a journey to demystify the process of choosing the perfect SMB backup solution tailored to your business needs. We'll explore the key considerations that should guide your decision-making process, delve into the critical factors such as scalability, cost, data security, and ease of use, and provide practical insights to help you make an informed choice.

From Algorithms to AI: The Evolution of Programming in the Age of Generative Intelligence

Aggregated on: 2024-02-07 12:17:04

The dynamics of programming have undergone an immense transformation from the primary first algorithms of mechanical computing to complicated AI slopes, which are the features of the digital generation. Thus, this shift from algorithms to AI is important in our application of technology to address complex problems as well as our vision of future software development. The development is based on the appearance of Generative Intelligence as an AI field that will redefine the nature of coding and open new opportunities for development.

Bridging the Observability Gap for Modern Cloud Architectures

Aggregated on: 2024-02-07 10:47:04

Cloud-native architectures have brought immense complexity along with increased business agility. But with this complexity comes fragility and lack of transparency into system performance and reliability. At Perform 2024, Dynatrace announced three major platform enhancements aimed squarely at bridging this observability gap for engineering teams. According to Steve Tack, SVP of Product Management at Dynatrace, a key goal is to "help organizations adopt new technologies with confidence." By leveraging Davis AI and other core platform capabilities, Dynatrace provides intelligent observability and automation from code to production to help teams build, run, and optimize modern cloud-native applications.

Getting Hired as a Scrum Master or Agile Coach

Aggregated on: 2024-02-07 01:17:04

TL; DR: Getting Hired as a Scrum Master or Agile Coach Are you considering a new Scrum Master or Agile Coach job, but you are not sure that it is the right organization? Don’t worry: there are four steps of proactive research to identify suitable employers or clients for getting hired as a Scrum Master and avoid disappointment later. I have used those four steps for years to identify organizations I would like to work with, and they never failed me. Read on and learn how to employ search engines, LinkedIn’s people search, reach out to peers in the agile community, and analyze the event markets in the quest for your next Scrum Master job.

Deploying a WildFly 30.0.1.Final Cluster Using Ansible

Aggregated on: 2024-02-07 00:47:04

In this brief demonstration, we’ll set up and run three instances of WildFly on the same machine (localhost). Together they will form a cluster. It’s a rather classic setup, where the appservers need to synchronize the content of their application’s session to ensure failover if one of the instances fails. This configuration guarantees that, if one instance fails while processing a request, another one can pick up the work without any data loss. Note that we’ll use a multicast to discover the members of the cluster and ensure that the cluster’s formation is fully automated and dynamic. Install Ansible and Its Collection for WildFly On a Linux system using a package manager, installing Ansible is pretty straightforward:

O11y Guide, Cloud-Native Observability Pitfalls: Focusing on "The Pillars"

Aggregated on: 2024-02-07 00:47:04

Are you looking at your organization's efforts to enter or expand into the cloud-native landscape and feeling a bit daunted by the vast expanse of information surrounding cloud-native observability? When you're moving so fast with Agile practices across your DevOps, SREs, and platform engineering teams, it's no wonder this can seem a bit confusing. Unfortunately, the choices being made have a great impact on both your business, your budgets, and the ultimate success of your cloud-native initiatives that hasty decisions upfront lead to big headaches very quickly down the road.

Patch Management and Container Security

Aggregated on: 2024-02-06 22:32:04

What Is Patch Management? Patch management is a proactive approach to mitigate already-identified security gaps in software. Most of the time, these patches are provided by third-party vendors to proactively close the security gaps and secure the platform, for example. RedHat provides security advisories and patches for various RedHat products such as RHEL, OpenShift, OpenStack, etc. Microsoft provides patches in the form of updates for Windows OS. These patches include updates to third-party libraries, modules, packages, or utilities. Patches are prioritized and, in most organizations, patching of systems is done at a specific cadence and handled through a change control process. These patches are deployed through lower environments first to understand the impact and then applied in higher environments, such as production.

How To Implement Code Reviews Into Your DevOps Practice

Aggregated on: 2024-02-06 22:32:04

DevOps encompasses a set of practices and principles that blend development and operations to deliver high-quality software products efficiently and effectively by fostering a culture of open communication between software developers and IT professionals. Code reviews play a critical role in achieving success in a DevOps approach mainly because they enhance the quality of code, promote collaboration among team members, and encourage the sharing of knowledge within the team. However, integrating code reviews into your DevOps practices requires careful planning and consideration.

What Is Platform Engineering?

Aggregated on: 2024-02-06 22:32:04

Platform engineering is the creation and management of foundational infrastructure and automated processes, incorporating principles like abstraction, automation, and self-service, to empower development teams, optimize resource utilization, ensure security, and foster collaboration for efficient and scalable software development. In today's fast-paced world of software development, the evolution of "platform engineering" stands as a transformative force, reshaping the landscape of software creation and management. This comprehensive exploration aims to demystify the intricate realm of platform engineering, shedding light on its fundamental principles, multifaceted functions, and its pivotal role in revolutionizing streamlined development processes across industries.

Seamless Transition: Strategies for Migrating From MySQL to SQL Server With Minimal Downtime

Aggregated on: 2024-02-06 21:32:04

Data Migration Strategies: Moving From MySQL to SQL Server With Minimal Downtime In the dynamic world of database technologies, organizations often find themselves needing to migrate from one database system to another to meet evolving requirements. Moving from MySQL to SQL Server is a common transition that seeks to leverage SQL Server's advanced features, robustness, and scalability. However, this migration presents several challenges, particularly in minimizing downtime. This article outlines effective strategies for migrating data from MySQL to SQL Server with minimal interruption to operations. Understanding the Complexity of Migration The process of migrating from MySQL to SQL Server involves several complexities, including differences in data types, indexing, stored procedures, and transaction log management. A successful migration requires careful planning, thorough testing, and the right tools and methodologies to ensure data integrity and system performance are maintained throughout the process.

Implementing RAG With Spring AI and Ollama Using Local AI/LLM Models

Aggregated on: 2024-02-06 20:47:04

This article is based on this article that describes the AIDocumentLibraryChat project with a RAG-based search service based on the Open AI Embedding/GPT model services. The AIDocumentLibraryChat project has been extended to have the option to use local AI models with the help of Ollama. That has the advantage that the documents never leave the local servers. That is a solution in case it is prohibited to transfer the documents to an external service.

A Look at Intelligent Document Processing and E-Invoicing

Aggregated on: 2024-02-06 20:32:04

In the "bygone era," invoices were traditionally dispatched in paper format and painstakingly transcribed into the recipient's ERP system facilitating subsequent data processing. As indicated by Brendan Foley, among others, a significant proportion—around 80 to 90 percent—of data from documents like invoices and emails continues to be manually extracted (2019). However, there has been a notable shift in recent years towards the exclusively digital transmission of documents such as business invoices, accompanied by automated data extraction processes. Why should a company (or its managers) embrace this shift? The rationale is clear: to conserve resources (e.g., reducing paper usage) and streamline workflow efficiency (e.g., eliminating manual data entry).

Machine Learning: Unleashing the Power of Artificial Intelligence

Aggregated on: 2024-02-06 20:32:04

In recent years, machine learning has emerged as a revolutionary technology that has disrupted industries and transformed our daily lives. From personalized recommendations on streaming platforms to self-driving cars, machine learning algorithms have empowered businesses and individuals alike to make better decisions based on data. But what exactly is machine learning, and how does it work?

How to Create — and Configure — Apache Kafka Consumers

Aggregated on: 2024-02-06 20:32:04

Apache Kafka’s real-time data processing relies on Kafka consumers (more background here) that read messages within its infrastructure. Producers publish messages to Kafka topics, and consumers — often part of a consumer group — subscribe to these topics for real-time message reception. A consumer tracks its position in the queue using an offset. To configure a consumer, developers create one with the appropriate group ID, prior offset, and details. They then implement a loop for the consumer to process arriving messages efficiently. It’s an important understanding for any organization using Kafka in its 100% open-source, enterprise-ready version — and here’s what to know.

Unlocking Seamless Experiences: Embracing Passwordless Login for Effortless Customer Registration and Authentication

Aggregated on: 2024-02-06 18:32:04

User experience stands at the forefront of technological advancements in the rapidly evolving modern business landscape. Admit it; if your platform isn’t offering a seamless experience to your targeted audience and you fail to create an impression when a user lands on your website/app, you’re lagging behind the competition.

Strace Revisited: Simple Is Beautiful

Aggregated on: 2024-02-06 18:17:04

In the realm of system debugging, particularly on Linux platforms, strace stands out as a powerful and indispensable tool. Its simplicity and efficacy make it the go-to solution for diagnosing and understanding system-level operations, especially when working with servers and containers. In this blog post, we'll delve into the nuances of strace, from its history and technical functioning to practical applications and advanced features. Whether you're a seasoned developer or just starting out, this exploration will enhance your diagnostic toolkit and provide deeper insights into the workings of Linux systems. As a side note, if you like the content of this and the other posts in this series, check out my Debugging book that covers this subject. If you have friends who are learning to code, I'd appreciate a reference to my Java Basics book. If you want to get back to Java after a while, check out my Java 8 to 21 book.

Rate Limiting Strategies for Efficient Traffic Management

Aggregated on: 2024-02-06 17:47:04

Rate limiting is an essential pattern in software design, ensuring that a system can regulate how often users or services access a particular resource within a given timeframe. This not only helps in maintaining the quality of service under load but also in protecting APIs from abuse and managing quotas effectively. In this blog, we'll explore the foundational design patterns for implementing an efficient and robust rate limiter. Understanding Rate Limiting Rate limiting controls the number of requests a user or service can make to an API or system within a specified period. It's a critical component for:

Top 3 AI Tools to Supercharge Your Software Development

Aggregated on: 2024-02-06 17:47:04

Technology paves the way for innovation, making our lives easier and better. One such technology is Artificial Intelligence, AI, which has revolutionized almost everything, including software development. A Statista study suggests that the global AI market is expected to grow at 15.83%, leading to a market volume of USD 738.80 billion by 2030. Whether you are a Java developer at a beginner level or an expert, you have a lot to tap into using AI-powered tools and enjoy a rewarding coding experience.

Algorithmic Storytelling: Transforming Technical Features into Narratives

Aggregated on: 2024-02-06 17:32:04

In a world brimming with technological innovations, two standouts – Kotlin and Qbeast – epitomize the diversity and ingenuity of modern tech solutions. Kotlin, a statically typed programming language, has revolutionized Android app development with its concise and expressive syntax. In contrast, Qbeast, an analytics platform, has transformed data management, offering unparalleled efficiency in handling and querying large datasets. At first glance, these technologies seem worlds apart, targeting different audiences and solving distinct problems. However, they share a common challenge: how to make their complex technicalities understandable and appealing to a broader audience — this is where the concept of algorithmic storytelling comes into the foreground. Algorithmic storytelling is a strategic approach to communication that transforms abstract technical features into compelling, relatable narratives. It bridges the gap between the complexities of technology and its users' practical needs or interests. Whether it's the null safety of Kotlin or the data optimization capabilities of Qbeast, every technical aspect has a story waiting to be told — a story that can illuminate its purpose and impact in a way that raw data and specifications cannot.

Launch Your Website for Free: A Beginner's Guide to GitHub Pages

Aggregated on: 2024-02-06 16:47:04

In today's digital era, having an online presence is crucial for personal branding, showcasing projects, or even running a business. However, the complexity and cost of hosting a website can be daunting for beginners. This is where GitHub Pages stands out as a game-changer. It offers a straightforward, cost-effective solution for launching your website. In this comprehensive guide, I, Rajesh Gheware, will walk you through the steps to deploy your website using GitHub Pages, making the process accessible even for those with minimal technical background. Understanding GitHub Pages GitHub Pages is a static site hosting service that takes HTML, CSS, and JavaScript files straight from a repository on GitHub, optionally runs the files through a build process, and publishes a website. It's an ideal platform for hosting project documentation, personal blogs, portfolio sites, and even small business websites.

Introduction to Grafana, Prometheus, and Zabbix

Aggregated on: 2024-02-06 16:32:04

What Is Grafana? Grafana is an open-source tool to visualize the metrics and logs from different data sources. It can query those metrics, send alerts, and can be actively used for monitoring and observability, making it a popular tool for gaining insights. The metrics can be stored in various DBs, and Grafana supports most of them, like Prometheus, Zabbix, Graphite, MySQL, PostgreSQL, Elasticsearch, etc. If the data sources are not available then customized plugins can be developed to integrate these data sources. Grafana is used widely these days to monitor and visualize the metrics for 100s or 1000s of servers, Kubernetes Platforms, Virtual Machines, Big Data Platforms, etc. The key feature of Grafana is its ability to share these metrics in visual forms by creating dashboards so that the teams can collaborate for data analysis and provide support in real-time. Various platforms that are supported by Grafana today:

Return To Office Insanity

Aggregated on: 2024-02-06 16:02:04

March 2020. We anxiously watched COVID spread, first through Asia and then Europe before it really impacted the United States. In the second week in March, retail businesses started closing and office workers were instructed to work virtually from home. "Just a couple of weeks, maybe a month," we were told. And now, four years hence, I continue to work full-time from home and don’t expect to change: my employer has stated that in-office or remote work is the employee’s, not the employer’s choice. Cool. “MDI Siemens Cube farm” by babak_bagheri is licensed under CC BY-SA 2.0 Truthfully, my employer is not in a position to force RTO, even scheduled hybrid, as many employees relocated away from headquarters, often leaving the state. Employees have been hired remotely, both before and since the pandemic started. Technically I am a Minnesota – Remote employee even though I am less than ten miles from headquarters. To force in-office work would be hypercritical, though they continue to try and encourage more attendance.

Far Memory Unleashed: What Is Far Memory?

Aggregated on: 2024-02-06 15:32:04

In-memory databases, which offer super fast transaction processing capabilities for OLTP systems and key-value store DBs, are gaining popularity. Some examples of well-known in-memory databases are SAP HANA, VoltDB, Oracle TimesTen, MSSQL In-Memory OLTP, and Memcached. Some less-known ones are GridGain, Couchbase, and Hazlecast. The demand for DRAM has skyrocketed due to the use of in-memory databases for SAP S/4 HANA, big data, generative AI, and data lakes. One of the main challenges in large computer clusters is the limited availability of main memory. For instance, the maximum DRAM for SAP HANA on AWS is 24TB, which costs 63000 USD per month or about 750000 USD per year. On-premises, the maximum DRAM is often 12–18TB. Moore’s law, which states that the number of transistors in an IC doubles every two years, is no longer valid. This means that main memory is becoming more and more of a bottleneck for in-memory databases. A potential solution was Intel’s Optane memory, a non-volatile memory that had similar performance to DRAM at a lower cost, by enabling load/store access at a cache block granularity. However, Intel discontinued Optane, ending its effort to create and market a memory tier that was slightly slower than RAM but had the advantages of persistence and high IOPS.

Are Your ELT Tools Ready for Medallion Data Architecture?

Aggregated on: 2024-02-06 15:32:04

As the world takes a multi-layered approach to data storage, there is a shift in how organizations transform data. It has driven businesses to integrate extract, load, and transform (ELT) tools with Medallion architecture. This trend reshapes how data is ingested and transformed across lines of business as well as by departmental users, data analysts, and C-level executives. Applying rigid data transformation rules and making data available for your teams through a data warehouse may not fully address your business's evolving and exploratory data integration needs. Depending on the volume of data your organization produces and the rate at which it's generated, processing data without knowing the consumption patterns could prove to be costly. Case-based data transformation could be more economically viable as more ad-hoc queries and analyses pop up every day. That doesn't mean you store the data in raw form. Instead, it's necessary to add several layers of transformations, enrichments, and business rules to optimize cost and performance.

Sprint Retrospective Meeting: How To Bring Value to the Table

Aggregated on: 2024-02-06 14:47:04

A sprint retrospective is one of the four ceremonies of the Scrum. At the end of every sprint, a product owner, a scrum master, and a development team sit together and talk about what worked, what didn’t, and what to improve. The basics of a sprint retrospective meeting are clear to everyone, but its implementation is subjective.

Learning on the Fly: How Adaptive AI Transforms Industries

Aggregated on: 2024-02-06 14:32:04

Imagine a world in which machines don't just exist as static tools but actively change with their environment over time — no longer science fiction but real! That is exactly what's happening thanks to Adaptive AI, an incredible technology revolutionizing industries and shaping future developments. So come along as we dive deep into this fascinating realm as we investigate just what Adaptive AI entails: Learning Beyond Scripts: The Essence of Adaptability Forget rigid algorithms following pre-programmed scripts — adaptive AI learns and adapts in real-time based on new information and experiences, continuously refining its decision-making with each interaction and unlocking extraordinary potential. Adaptive AI's real-time adaption unlocks vast potential: imagine self-evolving algorithms constantly refining themselves based on experience gained over time! It unlocks remarkable possibilities!

The Future of Rollouts: From Big Bang to Smart and Secure Approach to Web Application Deployments

Aggregated on: 2024-02-06 14:02:04

The evolution of web application deployment demands efficient canary release strategies. In the realm of canary releases, various solutions exist. Traditional "big bang" deployments for web applications pose significant risks, hindering rapid innovation and introducing potential disruption. Canary deployments offer a controlled release mechanism, minimizing these risks. However, existing solutions for web applications often involve complex tooling and server-side infrastructure expertise. This paper introduces a novel canary deployment architecture leveraging readily available Amazon Web Services (AWS) tools – CloudFront and S3 – to achieve simple, secure, and cost-effective canary deployments for web applications. The integration of AWS CloudFront, S3, and Lambda@Edge not only simplifies deployment intricacies but also ensures robust monitoring capabilities. In today's dynamic web application landscape, rapid feature updates and enhancements are crucial for competitiveness and user experience. Yet, traditional "big bang" deployments pose significant risks:

Format a Text in Go Better Than FMT

Aggregated on: 2024-02-06 14:02:04

Looking at the article title, we should clarify what we mean by better and what text formatting is. Let's start with the former. Text formatting is an important part of programming; prepared text is used in the following tasks: Description/result of some operations Detailed log As a query for data selection in other systems And in many other fields. Better means that sf (wissance.StringFormatter) has features that fmt hasn't (see Chapter 1 to see our text formatting approach). 1. What Can Do sf aka Wissance.stringformatter In our earlier article, we were writing about sf convenience (convenience is a thing that is subjective to humans; here, I mean convenience based on my own background). But briefly, it is more convenient to format text like:

Exploring the New Eclipse JNoSQL Version 1.1.0: A Dive Into Oracle NoSQL

Aggregated on: 2024-02-06 13:02:04

In the ever-evolving world of software development, staying up-to-date with the latest tools and frameworks is crucial. One such framework that has been making waves in NoSQL databases is Eclipse JNoSQL. This article will deeply dive into the latest release, version 1.1.0, and explore its compatibility with Oracle NoSQL. Understanding Eclipse JNoSQL Eclipse JNoSQL is a Java-based framework that facilitates seamless integration between Java applications and NoSQL databases. It leverages Java enterprise standards, specifically Jakarta NoSQL and Jakarta Data, to simplify working with NoSQL databases. The primary objective of this framework is to reduce the cognitive load associated with using NoSQL databases while harnessing the full power of Jakarta EE and Eclipse MicroProfile.

Fighting Climate Change One Line of Code at a Time

Aggregated on: 2024-02-06 13:02:04

As climate change accelerates, tech leaders are responding to rising expectations around corporate sustainability commitments. However, quantifying and optimizing the environmental impacts of complex IT ecosystems has remained an elusive challenge. This is now changing with the emergence of emissions monitoring solutions purpose-built to translate raw telemetry data from Dynatrace and other observability platforms into detailed carbon footprint analysis.