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In the first two parts of this series, we understood the importance of cost models and how to create and refine cost models. In the subsequent parts, we learned how to optimize our workload components across infrastructure, applications, and data. In this final part, we will present the impact and results related to applying the cost optimization and ShiftLeft FinOps techniques for a cloud-native application.
Continuous delivery demands continuous security. To make continuous delivery possible, observability and security need to go hand in hand. In today’s rapidly evolving business and technology landscape, organizations often prioritize the speed of development over security. The concern is that comprehensive application security in CI/CD environments is too hard to achieve and would slow down development and delivery.
A trivial performance optimisation to help speed up third-party or other-origin requests is to preconnect them: hint that the browser should preemptively open a full connection ( DNS , TCP , TLS ) to the origin in question, for example: In the right circumstances, this simple, single line of HTML can make pages hundreds of milliseconds faster ! But time and again, I see developers misconfiguring even this most basic of features.
Holden Karau Elizabeth Stone Pedro Duarte Chris Stephens Pallavi Phadnis Lee Woodridge Mark Cho Guil Pires Sujay Jain Tristan Reid Senthilnathan Athinarayanan Bharath Mummadisetty Abhinaya Shetty Judit Lantos Amanuel Kahsay Dao Mi Mick Dreeling Chris Colburn and Agata Gryzbek Introduction Earlier this summer Netflix held our first-ever Data Engineering Forum.
Software is everywhere these days - from our phones to cars and appliances. That means it's important that software systems are dependable, robust, and resilient. Resilient systems can withstand failures or errors without completely crashing. Fault tolerance is a key part of resilience. It lets systems keep working properly even when problems occur.
Artificial intelligence (AI) has revolutionized the business and IT landscape. And now, it has become integral to organizations’ efforts to drive efficiency and improve productivity. In fact, according to the recent Dynatrace survey , “The state of AI 2024,” the majority of technology leaders (83%) say AI has become mandatory. However, most organizations are still in relatively uncharted territory with their AI adoption strategies.
Hi everyone, First, I’d like to sincerely thank everyone who has supported Highscalability over the years. We’ve grown together through some interesting times. Massive changes have occurred in how systems are built, and my goal has always been to help people learn how to build them better. I’d like to think that goal was accomplished.
Generative AI stretches our current copyright law in unforeseen and uncomfortable ways. In the US, the Copyright Office has issued guidance stating that the output of image-generating AI isn’t copyrightable, unless human creativity has gone into the prompts that generated the output. This ruling in itself raises many questions: how much creativity is needed, and is that the same kind of creativity that an artist exercises with a paintbrush?
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Generative AI stretches our current copyright law in unforeseen and uncomfortable ways. In the US, the Copyright Office has issued guidance stating that the output of image-generating AI isn’t copyrightable, unless human creativity has gone into the prompts that generated the output. This ruling in itself raises many questions: how much creativity is needed, and is that the same kind of creativity that an artist exercises with a paintbrush?
We have understood the importance of cost models and how to create and refine cost models. In Part 3 of this series, we learned how to optimize our workload components, specifically cost optimization techniques for infrastructure. In this post, we will learn about the techniques for cost optimization of the application layer components(layer highlighted in blue).
Kubernetes has undeniably become widely adopted as an effective solution for deploying applications, offering an abundance of features for optimizing releases and scaling workloads. However, with these benefits come complexities in terms of cloud management, Kubernetes observability, and automation, making it imperative for enterprises to address these intricacies to enhance reliability, performance, and resource usage.
Deploying PostgreSQL on Kubernetes is not new and can be easily streamlined through various Operators, including Percona’s. There are a wealth of options on how you can approach storage configuration in Percona Operator for PostgreSQL , and in this blog post, we review various storage strategies — from basics to more sophisticated use cases.
I love LEGO. My kids love LEGO, too, which means that every year I find myself spending a fair bit of time on the LEGO website during the holidays. So I thought it would be fun to spend some time poking around behind the scenes and give the site a holiday performance audit. Keep reading to find out what I learned, and some lessons you may want to apply to your own pages.
Back in December of 2022, I started a series taking you on a tour of the Perses project. These articles covered this fairly new open dashboard and visualization project targeting cloud-native environments. I used a getting started workshop (linked below) to guide you through this series and to provide a hands-on experience for those new to visualizing observability data.
As 2023 shifts into the rearview mirror, technology and business leaders are preparing their organizations for the upcoming year. And industry watchers have begun to make their technology predictions for 2024. Last year, organizations prioritized efficiency and cost reduction while facing soaring inflation. This year, they’ve been asked to do more with less, innovate faster, and tame the ever-increasing complexities of modern cloud environments.
Error logging is a critical aspect of database administration, providing insights into issues, warnings, and errors that may affect the system’s stability and performance. MySQL 8 introduces Error Log Filtering as a mechanism to fine-tune the error log, allowing administrators to focus on the most critical issues. By assigning priorities to different error types, administrators can control which errors are logged, creating a more concise and actionable error log.
In the ever-evolving software development landscape, the Agile methodology has emerged as a notable approach to delivering high-quality software in the shortest time possible.
In the ever-evolving software paradigm, oftentimes multiple developers work on the shared code base collaboratively. Code management becomes challenging with the number of developers, the scope of change, the pace of delivery, etc on a shared code base. The major challenges occur during: Code Merge Creating Code Reviews Performing Code Reviews Tracking Deployment and Debugging Issues Due to Code Changes Irrespective of the nature of software architecture i.e. micro-service or monolith, these cha
We’ve all been there. An important fix is waiting to be delivered, and a manager asks you why it’s taking so long and says that the pipeline was much faster a few months ago. Although you disagree with the assessment, you can’t dispute it because you don’t have the data to show that the pipeline is not slower. At Dynatrace, Jenkins is the most used Continuous Integration (CI) tool.
A quick configuration change may do the trick in improving the performance of your AWS RDS for MySQL instance. Here, we will discuss a notable new feature in Amazon RDS, the Dedicated Log Volume (DLV), that has been introduced to boost database performance. While this discussion primarily targets MySQL instances, the principles are also relevant to PostgreSQL and MariaDB instances.
Have you ever had those days when too many people want something from you at the same time? When your inbox is flooded by so many questions and requests that you just freeze and stop doing anything at all? Everyone has those days now and. The post Why Performance Testing is Important appeared first on Abstracta Software Testing Services.
As the year 2023 winds down, there is time for reflection and looking back. I've done that every year on this blog with year-in-review articles. This year I thought I might take all the new learnings around cloud native observability, add in some insights from all the events I attended related to observability, and try to predict what the biggest changes might be for 2024.
Mobile applications (apps) are an increasingly important channel for reaching customers, but the distributed nature of mobile app platforms and delivery networks can cause performance problems that leave users frustrated, or worse, turning to competitors. As a result, organizations need to monitor mobile app performance metrics that are meaningful and actionable by gaining adequate observability of mobile app performance.
A database role can have a number of attributes that define its privileges and interact with the client authentication system.One such attribute is the CREATEROLE attribute, which is important to PostgreSQL database management of users and roles. In this blog post, we will discuss the improvement to this attribute that has been done for PostgreSQL 16.
Introduction to Acceptance Testing (Part-I): In this tutorial series, you will learn: What is Acceptance Testing Acceptance Tests and Test Plans Acceptance Test Status and Summary Reports What is User Acceptance Testing (UAT) Are you done with System Testing? Have most of your bugs been fixed? Are the bugs verified. Read more The post What is Acceptance Testing (A Complete Guide) appeared first on Software Testing Help.
Back in December of 2022, I started a series taking you on a tour of the Perses project. These articles covered this fairly new open dashboard and visualization project targeting cloud-native environments. I used a "getting started" workshop to guide you through this series and to provide a hands-on experience for those new to visualizing observability data.
The “Real Talks” podcast was born from a simple, yet profound realization gained during an in-depth discovery project on the employee experience with our global team. Despite a 4,200+ workforce that spans continents and cultures, Dynatracers share a common bond: curiosity, collaboration, and passion for their work. Yet, in any sprawling organization, feelings of disconnection can arise.
Will 2023 be called the year of Generative Artificial Intelligence (AI)? I don’t know, but certainly, the launching of ChatGPT at the end of 2022 sparked a huge hype explosion around that technology throughout this year. Interesting time indeed, we’re eyewitnesses to something that started changing our world. I played a bit with ChatGPT in February to see how it would respond to random database-related inquiries, and I found it pretty impressive and annoying at the same time.
The global financial landscape is undergoing a profound transformation with the rise of digital currencies. Among them, the Digital Yuan, also known as the e-CNY or Digital RMB (Renminbi), has emerged as a key player in this digital revolution. In this article, we will explore the strategies behind the success of the Digital Yuan, delving deep into its technical infrastructure, regulatory framework, user adoption, global impact, and future challenges.
HAProxy is one of the cornerstones in complex distributed systems, essential for achieving efficient load balancing and high availability. This open-source software, lauded for its reliability and high performance, is a vital tool in the arsenal of network administrators, adept at managing web traffic across diverse server environments. At its core, HAProxy excels in evenly distributing the workload among servers, thereby preventing any single server from becoming a bottleneck.
On the Tech Transforms podcast , MITRE’s Tracy Bannon and I sat down with Jon Pelson , author of the bestselling book Wireless Wars. Our episode focused on exploring China’s impact on the telecommunications space – especially 5G – and its implications for U.S. privacy and national security. In addition to his career as a bestselling author, Pelson has served as a vice president at Lucent Technologies and chief of convergence strategy for British Telecom.
In Percona Managed Services , we manage Percona for MySQL, Community MySQL, and MariaDB. Sometimes, the replica server might have replication errors, and the replica might be out of sync with the primary. In this case, we can use Percona Toolkit’ s pt-table-checksum and pt-table-sync to check the data drift between primary and replica servers and make the replica in sync with the primary.
This article explains some of the popular SQL Server monitoring tools and techniques. Database monitoring: a quick reminder Database monitoring is a set of tools and techniques used to create and maintain an application infrastructure that is highly available and performs at high speed.
In the realm of modern software development, managing and maintaining data integrity is paramount. Traditional approaches often involve updating the state of an application directly within a database. However, as systems grow in complexity, ensuring data consistency and traceability becomes more challenging. This is where Event Sourcing, coupled with a powerful distributed streaming platform like Memphis.dev, emerges as a robust solution and a great data structure to work with.
How the MongoDB timeout is set up can significantly affect your application’s performance, no matter if you are an experienced MongoDB user or just starting with NoSQL databases. MongoDB drivers provide several options for Mongo clients to handle different network timeout errors that may occur during usage. In some cases, the default values for these options might not fit your use case, so it is crucial to understand the different MongoClient timeout options to avoid unpredictable hangs in your
While a hallmark feature of PostgreSQL is streaming replication, sometimes data demands a more refined and adaptable replication approach to address different requirements. Logical replication offers a distinct advantage over traditional streaming replication by providing a more detailed and selective approach to data replication, enabling organizations to replicate specific tables selectively and even filter out particular types of data.
Back in December of 2022, I started a series taking you on a tour of the Perses project. These articles covered this fairly new open dashboard and visualization project targeting cloud-native environments. I used a getting started workshop to guide you through this series and to provide a hands-on experience for those new to visualizing observability data.
In the dynamic realm of modern software development and operations, terms such as Platform Engineering, DevOps, and Site Reliability Engineering (SRE) are frequently used, sometimes interchangeably, often causing confusion among professionals entering or navigating these domains. Understanding the nuanced distinctions between these concepts is crucial for organizations striving to build robust and scalable systems.
In the connected world of today, accurate timekeeping has become essential for many functions of contemporary computing and communication systems. Accurate time is crucial for all financial transactions, data synchronization, network security, and even just making sure that devices around the world are in sync. NTP servers, which manage the Network Time Protocol, are essential in achieving this.
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