News Aggregator

Ory vs Keycloak vs SuperTokens

Aggregated on: 2023-06-27 13:01:00

Compared to a couple of years ago, open-source authentication has seen huge progress. In this post, we’ll compare three of the leading open-source authentication providers - Ory, Keycloak, and SuperTokens. Each of these providers has its own set of pros and cons. We’ll evaluate each independently and summarize the relative strengths and weaknesses towards the end of the post.

How AI Is Improving Cybersecurity

Aggregated on: 2023-06-27 11:01:00

AI is already preventing the most common types of cyberattacks in several ways. Here are four examples: Malware detection: AI detects malware by analyzing its code or behaviour. For example, AI can be used to identify known malware signatures or to detect anomalous behaviour that is indicative of malware.

Techniques for Optimizing Costs on AWS DynamoDB Tables

Aggregated on: 2023-06-26 22:46:00

AWS DynamoDB, a fully managed NoSQL database service, provides high performance and scalability for applications. While DynamoDB offers incredible capabilities, it is important to implement cost-saving strategies to optimize the usage of DynamoDB tables. In this article, we will explore some techniques and technical approaches to save costs on AWS DynamoDB tables while maintaining performance and scalability. Right-Sizing Provisioned Capacity To optimize costs, accurately estimate the required provisioned capacity for your DynamoDB tables. Provisioned capacity requires specifying a fixed number of read and write units. Monitor your application's traffic patterns using Amazon CloudWatch metrics and DynamoDB's built-in dashboard. Analyze the data and adjust the provisioned capacity based on the observed usage patterns. By avoiding overprovisioning and underutilization, you can significantly reduce costs associated with provisioned throughput.

Evaluating Apache APISIX vs. Spring Cloud Gateway

Aggregated on: 2023-06-26 22:01:00

Given the number of API Gateways available on the market, I'm regularly asked which is better. Better is a very subjective term. However, there's no denying that if you're advocating for a product, you should know your product and its competitors. In this post, I'd like to share my understanding of Spring Cloud Gateway and how it compares to Apache APISIX. I'm cautious when comparing products because most comparisons I read are heavily biased. That's a risk, especially when working on one of the products one is comparing. I'll also avoid "benchmarketing" - when you benchmark products in a context that favors your own; I'll focus on the so-called Developer Experience.

Reliability Testing Tutorial: Comprehensive Guide With Best Practices

Aggregated on: 2023-06-26 19:46:00

Reliability testing is a part of the software development process that helps ensure that a software application or system performs seamlessly in each environmental condition as expected over time. It incorporates the test results from functional and non-functional testing to determine issues in software design. Have you ever thought about the long-term performance of the products or systems daily? Whether it's our smartphones, cars, or even appliances in our homes, we expect them to work correctly and consistently over time.

Adhering to Privacy Laws When Preserving System History

Aggregated on: 2023-06-26 19:01:00

Privacy laws worldwide prohibit access to sensitive data in the clear such as passport numbers and email addresses. It is no different when persisting to operational logs. One approach can be to anonymize the data before persisting it. However, this only allows for technical and business investigations. Another approach is to rely on the operating system to prevent unauthorized access using security groups or some such mechanism. This might be the easiest way to gain compliance. However, this approach relies heavily on human effort, and humans make mistakes. Furthermore, system administrators with root access will be able to view sensitive data in the clear. Another approach that comes to mind is to share a symmetric key between the system doing the logging and all entities vetted for read access. In such a scheme, the application will encrypt selectively before writing to the log, allowing for users to decrypt when required. This approach begs the normal questions of how to share the key securely for the first time or during the key rotations mandated by the organization’s security policies. Not to mention the security risk of so many entities having access to the key.

The Importance of API Versioning and Best Practices for Microservices

Aggregated on: 2023-06-26 18:46:00

Microservices architecture has emerged as a popular solution for building complex and scalable applications. In a microservices architecture, an application is broken down into a collection of loosely coupled, independently deployable services that communicate with each other via APIs. This approach offers many benefits, including improved scalability, reliability, and flexibility. However, managing the APIs in a microservices architecture can be challenging, especially as the number of services grows. This is where API versioning comes in. API versioning is the practice of creating multiple versions of an API to support different clients and use cases. It helps ensure that changes to an API don't break existing clients and provides a way to evolve the API over time.

Reshaping the Cloud To Meet Modern Workloads

Aggregated on: 2023-06-26 18:16:00

The Amazon Prime Video team recently published a blog post that made waves among the cloud and developer communities. In the post, the team detailed how moving one of their monitoring tools from a distributed serverless architecture to a monolith helped lower costs and increase scalability. So, is this the end or serverless, as some are calling it? Hardly. Just because the Prime Video team realized that a monolith architecture worked best in this use case does not mean that it should be the go-to architecture for monitoring tools. Those decisions should be made by individual teams choosing the best technologies and architecture for their own cloud deployments. Serverless makes a lot of sense for a multitude of use cases, especially streaming video.

Can a Team Have 150 People in It? FAST Agile Says Yes

Aggregated on: 2023-06-26 18:01:00

FAST agile is the most interesting organizational practice I’ve learned about in a while. Today I share what FAST agile is, and explore whether it’s worth experimenting with. TL;DR? Quite compelling, but still experimental. What Is FAST Agile? FAST Agile is an agile software variant. FAST focuses on self-organization within very large teams. These large teams are called Collectives. They can be a few people, to as many as 150 people1.

The Saga Is Antipattern

Aggregated on: 2023-06-26 18:01:00

The Saga pattern is often positioned as a better way to handle distributed transactions. I see no point in discussing Saga's advantages and disadvantages because Saga should not be used at all in the microservices-based systems: If you need distributed transactions across a few microservices, most likely you incorrectly defined and separated domains.

Agile Git Branching Strategies in 2023

Aggregated on: 2023-06-26 17:46:00

I have experience working on many projects, and I have found that the right choice for a branching strategy is essential for project success. In this article, I’ll describe different branching strategies. Nowadays, Git-Flow is very popular and well-documented. However, there are a few other alternatives like GitHub-Flow and the Trunk-based approach that exist, and some teams tend to move away from git-flow, and this article will describe why some other branching models may work better for your and your team. Why Do We Need Git? The reason why we have to use a (distributed) version control system like Git, and another, seems very obvious since it is used in almost every project, and having (D)VCS seems a standard nowadays. However, the question is why it is so. The answer is we are using version control because, as a team, we want to collaborate our effort to work on the same product and the same goal, and with the use of (distributed) version control systems like Git, we can integrate our individual contributions into a single product.

Unleashing the Power of Site Reliability Engineers

Aggregated on: 2023-06-26 17:16:00

As IT operations and software development strategies change and coalesce, site reliability engineers (SREs) emerge as a pivotal piece of the DevOps puzzle. SREs are incredibly valuable because they bring crucial knowledge to their organization: a keen understanding of coding and a dedication to keeping systems running smoothly. The SRE role was born out of a desire to enhance software deployment and maintenance by empowering developers to contribute their expertise in a new way. Gone are the days when software development teams would pass the baton to the IT department — SREs are here to revolutionize the game.

Jira Automation Guide With Examples

Aggregated on: 2023-06-26 15:46:00

Jira has many flaws that have been picked on by countless competitors like monday.com. Yet there’s a reason why Atlassian dominates the project management market with a whopping 86.63% in the bug-and-issue-tracking market: the flexibility and customizability of their solutions. Jira Automation 101 Jira Automation is a no-code feature that allows Jira users to create if this – then that conditions based on a wide selection of events and triggers like, for example, an issue being moved from “todo” to “in progress” or all subtasks of a parent issue being moved to “done.”

Useless Agile Metrics

Aggregated on: 2023-06-26 15:16:00

Ideally, a metric is a leading indicator for a pattern change, allowing your Scrum team to analyze the cause in time and take countermeasures. However, what if you picked the wrong metrics? What if these useless agile metrics lead you in the wrong direction while providing you with the illusion that you know where your team is heading? Learn more about useless agile metrics, from individual velocity to estimation accuracy to utilization rates.

Minimum Viable Architecture

Aggregated on: 2023-06-26 15:01:00

Many software architects try to design the entire product upfront and have persistent issues of over-architecture. They try to think about what might be needed in one year, and in most cases, it ends up in the bin because their work was based on assumptions and not actual requirements. What Is Minimum Viable Architecture? Minimum Viable Architecture, or “Just enough architecture,” is the architecture that’s good enough for the product to be released and needs to be continually improved during the lifetime of the product.

Infrastructure as Code (IaC) Tools, Part 1: Overview of Tools

Aggregated on: 2023-06-26 15:01:00

IaC revolutionizes the way infrastructure is managed by applying software engineering practices to infrastructure provisioning and configuration. IaC relies heavily on the utilization of tools, which play a vital role in the process. These tools streamline and simplify infrastructure management by offering automation, reproducibility, scalability, consistency, collaboration, and integration capabilities. Their presence is indispensable in successfully implementing and leveraging IaC principles and practices in practical situations. Deciphering the Tool Selection Conundrum When it comes to selecting Infrastructure as Code (IAC) tools, organizations may encountervarious difficulties. Here are a few typical challenges that they might come across:

Ten Ways AI Is Making Developers’ Lives Simpler and Easier

Aggregated on: 2023-06-26 15:01:00

Artificial intelligence (AI) is rapidly transforming the software development landscape, making it easier for developers to write code, find bugs, and stay up-to-date with the latest trends. AI Gathers Requirements for Software Development AI-powered test automation tools analyze user feedback and data to identify the needs of users. This helps developers build software that meets the needs of users. Some examples of requirements-gathering tools include UserZoom, Hotjar, and UserTesting.

IoT Security: How To Design Hack-Proof Connected Solutions

Aggregated on: 2023-06-26 14:46:00

Working with IoT startups worldwide, I've noticed that many of my customers do not fully understand the importance of IoT security. Meanwhile, an independent study by SAM Seamless Network claims that more than a billion IoT devices were hacked last year. Given that there are roughly 15 billion connected products worldwide, it means every fifteenth device — from Bluetooth-enabled fitness trackers to smart coffee makers and warehouse robots — fell victim to a cyberattack, compromising user data, becoming part of an orchestrated botnet, or simply shutting down.

Building an Investment Portfolio GPT Companion With OpenAI, Python LLaMA, and Flask

Aggregated on: 2023-06-26 14:46:00

In this tutorial, I venture into the exciting world of OpenAI and LLM and share my experience of building an Investment Portfolio GPT Companion web application using OpenAI, Llama, and Python Flask. If you're curious to see a product demo and explore the code behind this app, I invite you to read the rest of this article, which includes step-by-step guidance on how I brought together these cutting-edge technologies to create an insightful tool for investment portfolio analysis. The Investment Portfolio GPT Companion is a single-page application (SPA) that utilizes a proprietary investment portfolio LLM model to provide answers and insights related to the assets in the investment portfolio. I will explain how to construct the LLaMA model using OpenAI and contextual information obtained from a market data API. You can find the complete code for this application in this GitHub repository.

Understanding SQL Database Isolation Levels

Aggregated on: 2023-06-26 13:46:00

Database isolation is a property that defines how and when the changes made by one operation become visible to other concurrent operations. Isolation is one of the ACID (Atomicity, Consistency, Isolation, Durability) properties. There are four isolation levels in SQL databases, as defined by the SQL standard:

Return of the Graph: The Year of the Graph Newsletter Spring 2023

Aggregated on: 2023-06-26 12:46:00

New Types of Graphs, and a New Era for the Year of the Graph Newsletter The Year of the Graph Newsletter, keeping track of all things Graph year over year, is back after a long hiatus. Read on to learn more about how the evolution of the newsletter follows the evolution of the domain and how to be involved, as well as industry news and analysis hot off the press:

Understanding HTTP Methods in Rest API Development

Aggregated on: 2023-06-23 17:45:58

When it comes to REST API development, one of the most crucial aspects is understanding the different HTTP methods and how they can be used effectively. In this article, we will explore the basics of HTTP methods and dive into the details of GET, POST, PUT, DELETE, and more. With a clear understanding of these methods, you will be well on your way to designing and building robust REST APIs that meet the needs of your clients or users. Whether you are a beginner or an experienced API developer, this guide will provide a comprehensive overview of the ABCs of HTTP methods in REST API development. What Are HTTP Methods and Why Are They Important? HTTP methods, also known as HTTP verbs, are used to specify the type of action that should be taken on a resource on a server. They are a fundamental part of the HTTP protocol and are used to indicate whether a request should retrieve data from a server (such as with a GET request), create a new resource on the server (such as with a POST request), update an existing resource (such as with a PUT request), or delete a resource (such as with a DELETE request).

Strategies To Automate Your Integration Testing

Aggregated on: 2023-06-23 17:15:58

What happens when the unit test of software components works perfectly? Have you ever wondered why the 100% pass report for unit tests does no good to components when integrated and verified as one unit? Integration tests undergoing spontaneous failure do not reflect that the failure point lies within the units but somewhere where the units interact. The testing team places a significant amount of emphasis on how effectively one can rely on automated, integrated tests to ensure the quality of software produced in today's demanding world, where results-focused approaches seek continuous delivery of working software. What Is Integration Testing? Integration testing consists of testing around the interfaces to check the data flow between several modules of software without disturbing the functionalities of the modules.

Build Full-Stack Web App With Firebase, Angular 15, React.js, Vue.js, and Blazor [Video]

Aggregated on: 2023-06-23 17:15:58

In this tutorial, we will quickly learn to build a web application from scratch. By using the same backend (Firebase), we will build different front ends using Angular 15, React.js, Vue.js, and also Blazor. Firebase and Angular 15 Let's start with Firebase and Angular 15.

Resolver in Angular: An Overview

Aggregated on: 2023-06-23 17:00:58

A robust JavaScript framework for creating web applications is called Angular. It offers a wide range of tools and functionality for developers to make reliable and practical applications. Angular Resolver is a single example of such a functionality. We'll discuss the Angular Resolver's concept, function, and practical application for your Angular projects in this article.

How Can the Cloud and DevOps Help Expedite Digital Transformation?

Aggregated on: 2023-06-23 16:15:58

Cloud and DevOps: An Overview Digital transformation has become a critical initiative for businesses looking to thrive in the modern era. To expedite this transformation, organizations are leveraging the power of cloud computing and adopting DevOps practices. Cloud computing offers scalable and flexible infrastructure, while DevOps enables a culture of collaboration and continuous delivery. This article will explore how clouds and DevOps contribute to expediting digital transformation and the benefits they bring to businesses. Cloud in Digital Transformation Cloud computing plays a vital role in driving digital transformation for businesses. Here's how it facilitates the process:

Introduction to Cypress and UI Test Automation

Aggregated on: 2023-06-23 16:15:58

Let's consider an example of an e-commerce software development company that is facing challenges in meeting deadlines due to the increasing demand for its services. They have a large codebase and manual testing processes that make it difficult to catch bugs and ensure quality. The team also faces technical challenges, such as the need to test across multiple browsers and devices and performance issues resulting in slow page load times. To overcome all these challenges, test automation can be used to automate functional, regression, and load testing. This will enable them to catch bugs earlier in the development cycle and reduce the need for manual testing.

Platform Setup: How to Structure Your Infrastructure Repository

Aggregated on: 2023-06-23 16:00:58

Welcome to the Platform Setup series, a collection of blog posts where I'll be sharing my insights and experiences from deploying applications in enterprises. With a particular focus on Banking and Insurance companies. I've been part of dynamic teams ranging in size from 20 to 40 talented individuals, each one contributing to the grand mosaic of software development. We've journeyed from traditional software development methodologies to the cutting-edge vistas of DevOps, Kubernetes, and beyond, fostering an environment of continuous learning and growth.

Disaster Recovery for Kubernetes Clusters

Aggregated on: 2023-06-23 15:15:58

Importance of Business Continuity Business continuity is having a strategy to deal with major disruptions and disasters. Disaster recovery (DR) helps an organization to recover and resume business critical functions or normal operations when there are disruptions or disasters. High-availability clusters are groups of servers that support business-critical applications. Applications are run on a primary server, and in the event of a failure, application operation is moved to the secondary server, where they continue to operate.

Enterprises Must Utilize Python for Developing ERP Testing Processes

Aggregated on: 2023-06-23 15:00:58

Python is one of the most robust programming languages around. Over 15.7 million developers have used Python for a variety of applications over the last decade. One of the most important things that developers are currently using python for is ERP testing. In order to fully appreciate the benefits of using Python for these applications, he's important to understand the nature of ERP testing and the role Python applications can fit into the framework.

Database Dissection: How Are Fast Data Queries Implemented?

Aggregated on: 2023-06-23 14:45:58

In data analytics, fast query performance is more of a result than a guarantee. What's more important than the result itself is the architectural design and mechanism that enables quick performance. This is exactly what this post is about. I will put you into context with a typical use case of Apache Doris, an open-source MPP-based analytic database. The user, in this case, is an all-category Q&A website. As a billion-dollar listed company, they have their own data management platform. What Doris does is support the data filtering, packaging, analyzing, and monitoring workloads of that platform. Based on their huge data size, the user demands quick data loading and quick response to queries.

API Security Is a Hot Topic, Here’s Why

Aggregated on: 2023-06-23 14:15:58

Preparing for Black Hat 2023, it seems like API security will be a key issue. Here’s what you need to know. What’s an API? An API, or application programming interface, is a set of definitions and protocols for building and integrating application software. An API defines how two pieces of software can interact with each other. It specifies the methods, functions, and data structures that are available for use, as well as the rules for how those methods and functions can be used.

Test Infrastructure Tutorial: A Comprehensive Guide With Examples and Best Practices

Aggregated on: 2023-06-23 13:45:58

Test infrastructure refers to the hardware, software, and other resources necessary to support software application testing. This can include things like test environments, test tools and equipment, test data, and other resources that are needed to plan, design, execute, and evaluate tests. It is an integral part of the testing process by providing the resources and support required for testing activities. It is typically designed and set up before testing, and it is commonly managed by a dedicated team or individual.

DevOps Culture

Aggregated on: 2023-06-23 13:00:58

DevOps is a culture that has emerged in the IT industry to address the challenges of software development and deployment. The term DevOps is a combination of two words, Development, and Operations. It is a set of practices that aims to bring together the development and operations teams to achieve better collaboration, communication, and efficiency in software development and deployment. The DevOps culture has evolved over the years, and today it is considered an essential part of any software development process. This article will discuss the DevOps culture, its evolution, and its significance in the IT industry.

API Gateway vs. Istio Service Mesh

Aggregated on: 2023-06-23 03:30:57

Architects, DevOps, and cloud engineers are gradually trying to understand which is better to continue the journey with: the API gateway, or adopt an entirely new service mesh technology? In this article, we will try to understand the difference between the two capabilities and lay out some reasons for the software team to consider or not consider a service mesh such as Istio (because it is the most widely used service mesh). Please note we are heavily driven by the concept of MASA architecture that guarantees infrastructure agility, flexibility, and innovation for software development and delivery teams. (MASA — a mesh architecture of apps, APIs, and services — provides technical application professionals delivering applications with the optimal architecture to meet those needs.)

Microservices Deployment Models

Aggregated on: 2023-06-23 03:15:57

Microservices are a popular architectural pattern for building large-scale, complex applications. They provide a way to break down a monolithic application into smaller, more manageable services that can be developed, tested, and deployed independently. There are several ways to deploy microservices, each with their own advantages and disadvantages. In this article, we will explore some of the most common deployment strategies for microservices. Containerization Containerization is a popular way to deploy microservices. It involves packaging each microservice as a self-contained unit with all its dependencies, libraries, and configuration files, into a container image. Containerization allows microservices to be deployed independently of each other and in a scalable way. You can use containerization platforms such as Docker and Kubernetes to deploy and manage your microservices.

Unveiling the Dark Side of AI: How Prompt Hacking Can Sabotage Your AI Systems

Aggregated on: 2023-06-23 03:15:57

As the artificial intelligence (AI) landscape continues to rapidly evolve, new risks and vulnerabilities emerge. Businesses positioned to leverage large language models (LLMs) to enhance and automate their processes must be careful about the degree of autonomy and access privileges they confer to LLM-powered AI solutions, wherein lies a new frontier of cybersecurity challenges. In this article, we take a closer look at prompt hacking (or prompt injection), a manipulation technique through which users may potentially access sensitive information by tailoring the initial prompt given to a language model. In the context of production systems that house a wealth of sensitive data in databases, prompt hacking poses a significant threat to data privacy and security from malicious actors. A successful prompt hacking attack against these resources could enable unauthorized reading or writing of data, leading to breaches, corruption, or even cascading system failures.

How To Handle Dynamic Dropdowns in Selenium Webdriver With Java

Aggregated on: 2023-06-22 22:00:57

Joseph, who has been working as a Quality Engineer, was assigned to perform web automation for the company’s website. The end goal of the web automation tests was to create an automated regression test suite that could be run on the CI/CD pipeline and provide faster feedback for the builds.

Terraform Best Practices: The 20 Practices You Should Adopt

Aggregated on: 2023-06-22 20:15:57

As you may already know, Terraform by HashiCorp is an Infrastructure as Code solution that allows you to specify both cloud and on-premise resources in human-readable configuration files that can be reused and shared. That said, did you know that there are certain Terraform Best Practices that you must be aware of and follow when writing your Terraform Configuration Files for defining your Infrastructure as Code and for your Terraform workspace? In this article, we will introduce you to 20 practices that we recommend you adopt while writing your Terraform Configuration Files.

Threat Hunting Uncovered: Innovative Strategies for Cybersecurity

Aggregated on: 2023-06-22 18:45:57

As cyber threats evolve and become more sophisticated, organizations must adopt proactive approaches to safeguard their digital assets. Threat hunting has emerged as a critical practice in cybersecurity, enabling professionals to stay one step ahead of malicious actors. In this article, we will delve into the world of threat hunting, exploring innovative strategies to bolster cybersecurity defenses in 2023. The Evolution of Threat Hunting Over the past two decades, the role of threat hunting has evolved significantly. Initially, cybersecurity professionals relied heavily on reactive measures such as firewalls and antivirus software. However, the need for proactive threat hunting arose as cybercriminals became more adept at bypassing these traditional defenses. Today, threat hunting involves actively searching for indicators of compromise (IOCs) within an organization's network infrastructure and identifying potential threats before they cause significant damage.

HTTP Status Codes 101: A Guide Implementing Status Codes in Rest APIs

Aggregated on: 2023-06-22 18:15:57

In this blog post, we'll dive into the world of HTTP status codes and explore the best practices for designing and implementing them in REST APIs. Whether you're a seasoned developer or just starting out, this guide will help you understand the significance of HTTP status codes and how to use them effectively in your API development. The Importance of HTTP Status Codes HTTP status codes play a critical role in REST APIs as they provide a way for the server to communicate the outcome of an API request to the client. They allow the client to understand the status of the requested operation and take appropriate action based on the response received. For example, if an API request is successful, the server would return a 200 OK status code, while if the request is unsuccessful due to a missing resource, a 404 Not Found status code would be returned.

How To Read Data From Excel Files Using RPA

Aggregated on: 2023-06-22 18:15:57

Robotic Process Automation (RPA) has revolutionized the way businesses automate repetitive tasks. One such task is reading data from Excel spreadsheets. In this article, we will explore how to use UI Path RPA to effortlessly extract data from Excel files, streamlining your data processing workflows and saving valuable time. Step 1: Setting up UI Path Studio Before diving into reading data from Excel, make sure you have UI Path Studio installed on your machine. UI Path Studio is a user-friendly platform that allows you to create and manage RPA workflows. Once installed, launch UI Path Studio and create a new project.

AWS Lambda SnapStart

Aggregated on: 2023-06-22 18:00:57

AWS Lambda SnapStart is a new feature that was introduced by AWS on Nov 29, 2022, to reduce the cold start times of Lambda. Lambda cold start times has been one of the limitations for many years that increases the latency, and this recent change with SnapStart will decrease the latency that minimizes cold starts.

The Journey of a Prompt: Lifecycle in Generative AI Systems Through Prompt Engineering

Aggregated on: 2023-06-22 17:15:57

In the domain of generative AI systems, prompts, or the inputs given to these systems, hold significant importance. Comprehending the lifecycle and nature of these prompts is vital to ethically and effectively utilize AI. This forms the crux of prompt engineering — a process dedicated to crafting, fine-tuning, and managing prompts to elicit appropriate AI responses. This method extends beyond mere technicalities, incorporating essential ethical aspects to ensure AI systems function with transparency and fairness and are devoid of bias. In this article, we will take a journey through the different stages of prompt development, implementation, and refinement within generative AI, underscore the importance of ethical considerations, and delve into a practical example from Educational Technology (EdTech) that encapsulates the entire prompt lifecycle. The Lifecycle: From Design to Deployment The journey of a prompt involves several interconnected stages:

360-Degree View of Data Platform Migration to GCP BigQuery

Aggregated on: 2023-06-22 17:15:57

In today's AI/ML revolution, data is the most valuable asset for organizations to succeed and outperform competitors. To unlock the potential of data, organizations must migrate or modernize their legacy data platforms to cloud-native solutions. Google Cloud Platform offers top-notch tools for running optimized data platforms. This article explores the migration process of big data platforms to Google Cloud BigQuery. Migrating big data to Google Cloud BigQuery brings numerous benefits, including enhanced scalability, elasticity, and security. Although the process can be complex and time-consuming, it offers significant advantages. Various approaches exist for big data migration, and the ideal approach depends on the specific needs and requirements of each organization.

API Design Principles for Optimal Performance and Scalability

Aggregated on: 2023-06-22 17:00:57

The post will provide a comprehensive guide to understanding the key principles and best practices for optimizing the performance of APIs. The goal is to help developers, technical managers, and business owners understand the importance of API performance optimization and how they can improve the speed, scalability, and reliability of their APIs. What Is API Performance Optimization? API performance optimization is the process of improving the speed, scalability, and reliability of APIs. It involves a combination of techniques and best practices aimed at reducing latency, improving user experience, and increasing the overall efficiency of the system.

Managing API Changes: Best Practices for Versioning and Updating APIs

Aggregated on: 2023-06-22 16:45:57

As software evolves, changes to APIs are often necessary, and managing these changes can be challenging. One of the key challenges in API development is managing breaking changes - changes that can cause compatibility issues with existing applications that rely on the API. To address this challenge, developers often use versioning to manage API changes in a structured and controlled way. In this article, we will explore the best practices for managing API changes and breaking changes in versioned APIs. We will also discuss the benefits of versioning APIs, such as the ability to maintain backward compatibility and improve developer productivity.

Unlocking the Power and Perfection of API Pagination

Aggregated on: 2023-06-22 16:15:57

APIs (Application Programming Interfaces) are a way for software applications to communicate with one another. They allow developers to create applications that use data and functionality provided by other software systems. APIs are used extensively in modern software development, and they are an essential part of building scalable and performant applications. One challenge that developers face when working with APIs is how to handle large amounts of data. APIs often return large datasets, and processing these datasets can be time-consuming and resource-intensive. This is where pagination comes in.

Building a Robust Cloud Migration Framework: Security Considerations

Aggregated on: 2023-06-22 16:00:57

In today's digital landscape, cybercrime is evolving at an unprecedented rate. This alarming growth exposes businesses to severe vulnerabilities, compelling them to take strategic measures to ensure their IT infrastructure safety against cyber threats. The dynamic nature of the digital landscape strongly calls for agile and resilient business operations that help reinforce cybersecurity implementation and embrace digital trends. Contemplating the growing need for digital transformation and strong cybersecurity systems, businesses increasingly move their significant operational process to cloud technology. The process of a cloud migration involves implementing highly advanced applications and security systems that significantly improve the cybersecurity landscape. It further calls for implementing a robust security framework across the cloud infrastructure.

Enterprise DevOps: Importance and Key Benefits You Need to Know

Aggregated on: 2023-06-22 15:00:57

Many entrepreneurs consider DevOps solutions useful for startups and technology companies. The reason behind this notion is the chief objective of DevOps implementation, which is to help companies build their culture or establish cloud-native roots. However, the reality is completely different! Best practices in DevOps are beneficial for all enterprises, irrespective of their sizes. Be it an agile enterprise or an established company, DevOps services are equally useful for every organization. As per the recent RedGate Software survey, 74% of enterprises have adopted DevOps in some form, and its adoption is rising globally for this reason. As per the GMInsights prediction, the DevOps market size is expected to grow at 20 percent CAGR globally during the period of 2023 to 2032, thanks to increasing demand.