Dynatrace

JANUARY 23, 2024

AI-enabled chatbots can help service teams triage customer issues more efficiently. These are the goals of AI observability and data observability, a key theme at Dynatrace Perform 2024 , the observability provider’s annual conference, which takes place in Las Vegas from January 29 to February 1, 2024.

Performance 186

Performance DevOps Innovation Artificial Intelligence 186

DZone

AUGUST 16, 2019

Service-Oriented Architecture Overview. A service-oriented architecture (SOA) is an architectural pattern in computer software design in which application components provide services to other components via a communications protocol, typically over a network.

Architecture 138

Architecture Network Efficiency Design 138

Dynatrace

DECEMBER 21, 2023

Evaluating these on three levels—data center, host, and application architecture (plus code)—is helpful. Options at each level offer significant potential benefits, especially when complemented by practices that influence the design and purchase decisions made by IT leaders and individual contributors. A PUE of 1.0

Cloud 209

Cloud Energy Best Practices Cache 209

DZone

DECEMBER 28, 2020

The system could work efficiently with a specific number of concurrent users; however, it may get dysfunctional with extra loads during peak traffic. Performances testing helps establish the scalability, stability, and speed of the software application. Confirming scalability, dependability, stability, and speed of the app is crucial.

Performance Testing 220

Performance Testing Testing Tools Testing Performance 220

DZone

OCTOBER 27, 2023

In the dynamic world of microservices architecture, efficient service communication is the linchpin that keeps the system running smoothly. To maintain the reliability, security, and performance of your microservices , you need a well-structured service mesh.

Traffic 231

Traffic Best Practices Architecture Infrastructure 231

Dynatrace

MAY 2, 2024

As more organizations adopt generative AI and cloud-native technologies, IT teams confront more challenges with securing their high-performing cloud applications in the face of expanding attack surfaces. Likewise, with observability of systems that run AI models, organizations can predict and control costs, performance, and data reliability.

Artificial Intelligence 229

Artificial Intelligence Cloud Best Practices DevOps 229

The Netflix TechBlog

NOVEMBER 17, 2022

While conventional video codecs remain prevalent, NN-based video encoding tools are flourishing and closing the performance gap in terms of compression efficiency. We employed an adaptive network design that is applicable to the wide variety of resolutions we use for encoding. Left: Lanczos downscaling; right: deep downscaler.

Network 292

Network Media Innovation Efficiency 292

InfoQ

FEBRUARY 1, 2024

Peter Lawrey discusses achieving vertical scalability by minimizing accidental complexity and using an event-driven architecture. By Peter Lawrey

Scalability 73

Scalability Efficiency Systems Architecture 73

Dynatrace

JANUARY 31, 2024

This blog post explores how AI observability enables organizations to predict and control costs, performance, and data reliability. Figure 1: Sample RAG architecture While this approach significantly improves the response quality of GenAI applications, it also introduces new challenges.

Cache 204

Cache Azure Infrastructure Monitoring 204

Scalegrid

JANUARY 8, 2024

This article delves into the specifics of how AI optimizes cloud efficiency, ensures scalability, and reinforces security, providing a glimpse at its transformative role without giving away extensive details. Using AI for Enhanced Cloud Operations The integration of AI in cloud computing is enhancing operational efficiency in several ways.

Artificial Intelligence 147

Artificial Intelligence Cloud Scalability Analytics 147

Dynatrace

MARCH 18, 2024

In a Dynatrace Perform 2024 session, Kristof Renders, director of innovation services, discussed how a stronger FinOps strategy coupled with observability can make a significant difference in helping teams to keep spiraling infrastructure costs under control and manage cloud spending. Suboptimal architecture design.

Best Practices 232

Best Practices Strategy Cloud AWS 232

The Netflix TechBlog

MARCH 4, 2024

We have deployed Auto Remediation in production for handling memory configuration errors and unclassified errors of Spark jobs and observed its efficiency and effectiveness (e.g., For efficient error handling, Netflix developed an error classification service, called Pensive, which leverages a rule-based classifier for error classification.

Tuning 210

Tuning Efficiency Big Data Engineering 210

Dynatrace

MAY 24, 2023

Dynatrace is proud to provide deep monitoring support for Azure Linux as a container host operating system (OS) platform for Azure Kubernetes Services (AKS) to enable customers to operate efficiently and innovate faster. Microsoft initially designed the OS for internal use to develop and manage Azure services. Performance.

Azure 226

Azure Monitoring Operating System Virtualization 226

Smashing Magazine

OCTOBER 15, 2021

Tips And Tricks For Evaluating UX/UI Designers. Tips And Tricks For Evaluating UX/UI Designers. When a company’s digital representation lacks a dedicated UX/UI design team, it can be hard to produce something that stands out from the crowd. That happens when your app/website/system is efficient. Nataliya Sambir.

Design 113

Design Website Efficiency Games 113

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. The framework comprises six pillars: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 246

AWS Efficiency Azure Cloud 246

Dynatrace

NOVEMBER 2, 2023

Spiraling cloud architecture and application costs have driven the need for new approaches to cloud spend. The result is smarter, data-driven solutions designed to manage cloud spend. FinOps helps engineering, development, finance, and business teams meet critical key performance indicators (KPIs) and fulfill service-level agreements.

Cloud 195

Cloud Strategy Retail Energy 195

SQL Performance

JULY 8, 2021

I want to talk about UI design choices that lead to data access patterns that are awkward to implement using SQL Server. Consider this design: The data behind this example requires counting and processing the entire dataset in order to report the number of results. It can also be very difficult to pull off efficiently using SQL Server.

Design 92

Design Software Architecture Database Servers 92

Scalegrid

MARCH 22, 2024

It focuses on aligning organizational needs with cloud services, balancing performance and cost, and ensuring compliance, security, and effective cost management. Pick combinations that are not just affordable but also high-performing. Find that sweet spot where the costs and performance balance out just right.

Strategy 130

Strategy Cloud Government Innovation 130

Dynatrace

OCTOBER 16, 2023

The road to modern observability As organizations continue to operate in the cloud, they discover that cloud observability becomes paramount to their ability to run efficiently and securely. As customers continue to operate in the cloud, their needs for efficiency and cost-effectiveness only grow.

Innovation 197

Innovation DevOps Cloud Efficiency 197

Dynatrace

JANUARY 18, 2024

Automation and analysis features, in particular, have boosted operational efficiency and performance by tracking and responding to complex or information-dense situations. In a perfect world, a robust AI model can perform complex tasks while users observe the decision process and audit any errors or concerns.

Artificial Intelligence 212

Artificial Intelligence Healthcare Government Technology 212

Dynatrace

OCTOBER 17, 2023

The rise of cloud-native microservice architectures further exacerbates this change. Grail is designed for scalability, with no technical prerequisites or additional hosting and storage costs as ingestion rates increase. Beware, you might be surprised how cost-efficient most of the queries are! Transparency. Smart defaults.

Retail 237

Retail Storage Best Practices Architecture 237

Dynatrace

DECEMBER 8, 2022

As cloud-native, distributed architectures proliferate, the need for DevOps technologies and DevOps platform engineers has increased as well. They have the ability to scale and meet changing business key performance indicators and requirements for continued success in the future. What are DevOps engineer tools and platforms.

DevOps 191

DevOps Engineering Testing Open Source 191

Dynatrace

SEPTEMBER 9, 2022

According to IBM , application modernization takes existing legacy applications and modernizes their platform infrastructure, internal architecture, or features. These insights help organizations plan for cloud scalability, performance improvements, and business alignment. Vastly improved performance. Improved efficiency.

Strategy 226

Strategy Benchmarking Serverless Infrastructure 226

Smashing Magazine

SEPTEMBER 28, 2022

Five Data-Loading Patterns To Improve Frontend Performance. Five Data-Loading Patterns To Improve Frontend Performance. When it comes to performance, you shouldn’t be stingy. On design systems, UX, web performance and CSS/JS. Common Websocket Architecture. Event Sourcing Architecture. Large preview ).

Performance 125

Performance Cache Servers Social Media 125

InfoQ

NOVEMBER 8, 2023

The performance efficiency and operational excellence pillars have been restructured and consolidated to reduce the number of best practices. Other pillars received improved implementation guidance, including recommendations and steps on reusable architecture patterns. By Rafal Gancarz

AWS 121

AWS Best Practices Architecture Efficiency 121

All Things Distributed

MAY 19, 2017

In many, high-throughput, OLTP style applications the database plays a crucial role to achieve scale, reliability, high-performance and cost efficiency. In a paper published this week at SIGMOD'17 , the Amazon Aurora team presents the design considerations for the new database engine and how they addressed them.

Database 117

Database Design Cloud Storage 117

Dynatrace

AUGUST 25, 2023

Yet upgrading antiquated systems and effectively integrating them into modern workflows is challenging despite the potential to increase efficiency, improve security, reduce the higher operational costs associated with supporting tech debt, and avoid the foreseeable breaks in end-of-life apps.

Government 203

Government Infrastructure Programming Cloud 203

Dynatrace

NOVEMBER 14, 2023

This can often result from a lack of understanding of the discipline’s role in delivering on key performance objectives: SLOs. Generative AI can also help improve root cause analysis by allowing users to ask specific questions regarding architecture and digital environments. And as long as I’m doing that, I think I’m successful.”

Best Practices 191

Best Practices Engineering DevOps Software Engineering 191

Dynatrace

APRIL 6, 2022

Previously, developers would provision APIs and API gateways in order to configure all the desired lambda function settings making for longer setup times and decreased efficiency. Increased efficiency for Lambda function configurations. Opportunities to optimize your architecture. Lambda Function URLs benefits.

Lambda 166

Lambda AWS Serverless Infrastructure 166

Brendan Gregg

FEBRUARY 28, 2023

At USENIX SREcon22 APAC I gave the opening keynote on the future of computer performance, rounding up the latest developments and making predictions of where I see things heading. This talk originated from my updates to [Systems Performance 2nd Edition], and this was the first time I've given this talk in person! Or even on a plane.

Performance 110

Performance Latency Cache Virtualization 110

Dynatrace

MAY 3, 2022

To adapt, many are turning to AIOps and other automation technologies to solve the complex issues that accompany cloud-native architecture. However, organizations often use a traditional approach to observability that relies on statistical correlation to detect performance or security problems. Machine learning-driven AIOps.

Cloud 178

Cloud DevOps Architecture Technology 178

The Netflix TechBlog

NOVEMBER 14, 2023

In this three-part blog post series, we introduce you to Psyberg , our incremental data processing framework designed to tackle such challenges! By the end of this series, we hope you will gain an understanding of how Psyberg transformed our data processing, making our pipelines more efficient, accurate, and timely. Let’s dive in!

Data Engineering 264

Data Engineering Engineering Processing Games 264

Dynatrace

APRIL 6, 2022

Previously, developers would provision APIs and API gateways in order to configure all the desired lambda function settings making for longer setup times and decreased efficiency. Increased efficiency for Lambda function configurations. Opportunities to optimize your architecture. Lambda Function URLs benefits.

Lambda 130

Lambda AWS Serverless Infrastructure 130

O'Reilly Software

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved. Everyone who goes to architecture school learns his work. It must be useful, have utility.

Strategy 100

Strategy Architecture Technology Technology 100

Dynatrace

OCTOBER 28, 2021

But with the complexity that comes with digital transformation and cloud-native architecture, teams need a way to make sure applications can withstand the “chaos” of production. Chaos testing enriches the organization’s intelligence about how software performs under stress and how to make it more resilient.

Engineering 225

Engineering Entertainment Cloud Infrastructure 225

Strategic Tech

MAY 24, 2019

Over the past few years I have focused much of my learning and work choices around learning about the design of sociotechnical systems?—?how how to design software architectures and organise teams around them. As part of good design, we should consider the effects of changing all of these variables.

Design 45

Design Software Architecture Strategy Technology 45

InfoQ

JUNE 26, 2023

Microsoft has recently unveiled several new features for Azure Cosmos DB to enhance cost efficiency, boost performance, and increase elasticity. These features are burst capacity, hierarchical partition keys, serverless container storage of 1 TB, and priority-based execution. By Steef-Jan Wiggers

Azure 85

Azure Serverless Performance Storage 85