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.

Cloud 209

Cloud Energy Best Practices Cache 209

Dynatrace

APRIL 19, 2024

Bring logic to data with easy-to-build apps As a unified observability and security platform, Dynatrace is designed to be open and customizable from the ground up. Let’s explore some real-life custom solution examples that leverage the power of the Dynatrace core platform technologies to go beyond observability.

AWS 220

AWS Analytics Cloud Monitoring 220

ACM Sigarch

OCTOBER 10, 2022

The security attacks demonstrated so far, for example, show that it is possible to induce errors in qubits via crosstalk, fingerprint the quantum computer devices, or even leak information across reset gates. In particular, recent research has begun to demonstrate that it is possible to perform security attacks on quantum computers.

Architecture 72

Architecture Hardware Programming Cloud 72

Scalegrid

MAY 13, 2020

Greenplum Database is a massively parallel processing (MPP) SQL database that is built and based on PostgreSQL. In this blog post, we explain what Greenplum is, and break down the Greenplum architecture, advantages, major use cases, and how to get started. The Greenplum Architecture. The Greenplum Architecture.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Strategic Tech

MARCH 16, 2021

I believe that attitude towards the design of code and architecture is one of them. In my experience, the culture is better and the results are better in orgs where engineers and architects obsess over the design of code and architecture. Both valuing design and striving for continuous delivery are necessary.

Software Engineering 80

Software Engineering Design Engineering Software 80

Dynatrace

MAY 2, 2024

Additionally, blind spots in cloud architecture are making it increasingly difficult for organizations to balance application performance with a robust security posture. Whether multicloud or hybrid , public or private, cloud-native architecture offers flexibility and agility to help organizations deliver software faster.

Artificial Intelligence 229

Artificial Intelligence Cloud Best Practices DevOps 229

Strategic Tech

DECEMBER 20, 2020

Team Topologies has significantly advanced the discussion on organisation design for technology companies. My goal is to create common ground so that we can discuss the trade-offs of organisational design patterns. Roman use the example of Microsoft Office as a product bundle. Processes are also a hierarchical concept.

Architecture 98

Architecture Design Technology Technology 98

Dynatrace

MARCH 18, 2024

For example, Amazon Web Services (AWS) charges for data transfer between Amazon EC2 instances within the same region. Suboptimal architecture design. Poorly designed cloud solutions can become costly over time. Unnecessary data transfer. On-demand payment agreement. On-demand payment is the most expensive pricing option.

Best Practices 232

Best Practices Strategy Cloud AWS 232

Dynatrace

JANUARY 31, 2024

For example, a Stanford University and UC Berkeley team noted in a research study that ChatGPT behavior deteriorates over time. Using the example of a chatbot, once the user submits a natural language prompt, RAG summarizes that prompt using semantic data. Consequently, AI model drift and hallucinations emerge as primary concerns.

Cache 204

Cache Azure Infrastructure Monitoring 204

The Netflix TechBlog

NOVEMBER 17, 2022

For example, we invest in next-generation, royalty-free codecs and sophisticated video encoding optimizations. Video downscaling is the most pertinent example herein, which tailors our encoding to screen resolutions of different devices and optimizes picture quality under varying network conditions. We have also measured a ~4.4%

Network 292

Network Media Innovation Efficiency 292

Dynatrace

OCTOBER 17, 2023

The rise of cloud-native microservice architectures further exacerbates this change. As a result, IT organizations are overwhelmed as they strive to balance cost control processes with ensuring that their respective organizations have access to all the data required for their various use cases. Ingest and process.

Retail 237

Retail Storage Best Practices Architecture 237

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’s why you need a good UI/UX designer. Nataliya Sambir. And vice versa.

Design 113

Design Website Efficiency Games 113

Strategic Tech

JULY 29, 2021

If you would like to learn or practice how to break up a large business into domains and use them as the foundation for your software architecture and team organization, I have created a strategic domain-driven design kata that you may find useful. Who to invite? I recommend organising attendees into groups of 4–5 people.

Design 52

Design Software Architecture Architecture Strategy 52

Dynatrace

OCTOBER 9, 2020

To once again push the boundaries of automatic, AI-based Kubernetes monitoring, we’ve extended Smartscape, the Dynatrace real-time topology model, with visibility into how processes and containers communicate with each other in Kubernetes. Now you can: Understand the actual architecture of your applications in Kubernetes in real-time.

Design 101

Design Google Architecture Traffic 101

Smashing Magazine

AUGUST 18, 2020

Inspired Design Decisions With Bradbury Thompson: The Art Of Graphic Design. Inspired Design Decisions With Bradbury Thompson: The Art Of Graphic Design. I learned how to channel my often rebellious attitude to conventional design thinking to develop novel solutions to often everyday design problems.

Design 119

Design Media Entertainment Website 119

Dynatrace

OCTOBER 30, 2023

The growing challenge in modern IT environments is the exponential increase in log telemetry data, driven by the expansion of cloud-native, geographically distributed, container- and microservice-based architectures. As a result, only authorized users can view or modify data within a designated bucket.

Best Practices 243

Best Practices Analytics Artificial Intelligence Infrastructure 243

Dynatrace

OCTOBER 4, 2022

Grail architectural basics. The aforementioned principles have, of course, a major impact on the overall architecture. A data lakehouse addresses these limitations and introduces an entirely new architectural design. Ingest and process with Grail. It’s based on cloud-native architecture and built for the cloud.

Artificial Intelligence 267

Artificial Intelligence Analytics Storage Architecture 267

Scalegrid

FEBRUARY 8, 2024

Their design emphasizes increasing availability by spreading out files among different nodes or servers — this approach significantly reduces risks associated with losing or corrupting data due to node failure. This process effectively duplicates essential parts of information to safeguard against potential loss.

Storage 130

Storage Systems Big Data Azure 130

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. Sort By Column. Elasticsearch ). Conclusion.

Design 92

Design Software Architecture Database Servers 92

Dynatrace

JANUARY 18, 2024

In a perfect world, a robust AI model can perform complex tasks while users observe the decision process and audit any errors or concerns. To some, it’s a design methodology — a foundational pillar of the AI model development process. Explainable AI methodologies are still in the early stages of development.

Artificial Intelligence 212

Artificial Intelligence Healthcare Government Technology 212

Highly Scalable

AUGUST 20, 2013

The shortcomings and drawbacks of batch-oriented data processing were widely recognized by the Big Data community quite a long time ago. It became clear that real-time query processing and in-stream processing is the immediate need in many practical applications. Fault-tolerance.

Big Data 154

Big Data Processing Lambda Database 154

Percona

APRIL 17, 2023

The swap issue is explained in the excellent article by Jeremy Cole at the Swap Insanity and NUMA Architecture. For example, on a 128GB memory host, this can allow up to 38.4GB of dirty pages. The report focuses on MySQL, but it is valid for MongoDB as well. 25.84 - Total 21.04 25.84 - Total 21.04 25.84 - Total 21.04

Best Practices 52

Best Practices Design Tuning Database 52

Dynatrace

OCTOBER 16, 2023

While customers use observability platforms to identify issues in cloud environments, the next chapter of value is removing manual work from processes and building IT automation into their organizations. Organizations need to incorporate IT automation into their processes to take action on the data they gather. Greifeneder noted.

Innovation 197

Innovation DevOps Cloud Efficiency 197

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! We’ll discuss batch data processing, the limitations we faced, and how Psyberg emerged as a solution. Let’s dive in! What is late-arriving data? How does late-arriving data impact us?

Data Engineering 264

Data Engineering Engineering Processing Games 264

O'Reilly

NOVEMBER 21, 2019

Bainbridge believed that automation designers were in denial about this, however. As she saw it, designers approached the problem of automation as if the human factor were not , in fact, a factor. This is precisely the kind of problem that robotic process automation (RPA) aims to address. RPA explained. But RPA is different.

Processing 83

Processing Programming Virtualization Technology 83

Dynatrace

SEPTEMBER 9, 2022

According to IBM , application modernization takes existing legacy applications and modernizes their platform infrastructure, internal architecture, or features. Document and benchmark existing applications, processes, and services. Or, the team might use specific serverless designs as part of the modernization efforts.

Strategy 226

Strategy Benchmarking Serverless Infrastructure 226

Tech News Gather

AUGUST 3, 2022

When designing a mobile app, getting distracted and forgetting about the practical side of things is easy. There are several features and functions to consider, not to mention creating an overall design scheme with the best user experience. Top 7 Mistakes To Avoid When Designing an App. Why Is Mobile App UX Important?

Mobile 52

Mobile Design Social Media Games 52

Strategic Tech

DECEMBER 29, 2020

In Part 1 of this series, a shared language was proposed to accurately describe different elements of a business’s architecture. We can now start to slice and group those architectural pieces into team-sized chunks and analyse the trade-offs of each pattern, and explore contexts in which they might be applicable.

Architecture 59

Architecture Design Mobile Systems 59

Dynatrace

OCTOBER 4, 2022

For example, users generate user data, ecommerce sites generate business data, and service portals generate service desk tickets and call volume data. It should be open by design to accelerate innovation, enable powerful integration with other tools, and purposefully unify data and analytics. But it doesn’t stop there. Business data.

Analytics 191

Analytics Software Software Storage 191

Dynatrace

JANUARY 26, 2021

DevSecOps is a cross-team collaboration framework that integrates security into DevOps processes from the start rather than waiting to address security in a separate silo. DevOps has gained ground in recent years as a way to combine key operational principles with development cycles, recognizing that these two processes must coexist.

DevOps 268

DevOps Best Practices Open Source Tuning 268

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. For example, optimizing resource utilization for greater scale and lower cost and driving insights to increase adoption of cloud-native serverless services.

AWS 246

AWS Efficiency Azure Cloud 246

Dynatrace

DECEMBER 21, 2022

As the process of cloud modernization becomes ever more complex, there is an even greater need to embrace the emerging role of cloud architect to accelerate transformation. Partners are integral to the process and a necessity if organizations want to achieve faster, greater, and more scalable modernization. . Developers.

Cloud 147

Cloud Architecture Strategy Scalability 147

Dynatrace

SEPTEMBER 20, 2022

A DevSecOps approach advances the maturity of DevOps practices by incorporating security considerations into every stage of the process, from development to deployment. DevSecOps best practices provide guidelines to help organizations achieve efficient and secure application design, development, implementation, and management.

Best Practices 262

Best Practices DevOps Education Serverless 262

Dynatrace

NOVEMBER 24, 2020

As organizations plan, migrate, transform, and operate their workloads on AWS, it’s vital that they follow a consistent approach to evaluating both the on-premises architecture and the upcoming design for cloud-based architecture. Fully conceptualizing capacity requirements. Dynatrace and AWS.

AWS 144

AWS Artificial Intelligence Best Practices Lambda 144

Percona

DECEMBER 18, 2023

Most times, these are Greenfield projects where the bulk of the effort is on its design and architecture. For example, suppose you are tasked to migrate a well-performing, albeit aging, DBMS to a cutting-edge PostgreSQL one; how would you do it? Even differences as simple as data types can present a challenge. MySQL version 5.7

Open Source 121

Open Source Database Architecture Design 121

Dynatrace

NOVEMBER 14, 2023

For example, how much does a reduction in MTTR impact revenue? These small wins, such as implementing a blameless root cause analysis process, can take many forms and don’t necessarily involve numerical metrics. For example, generative AI has the potential to provide more intuitive methods of querying data.

Best Practices 191

Best Practices Engineering DevOps Software Engineering 191

Testlodge

JULY 3, 2019

SOA or Service Oriented Architecture is a software development framework employed for building a business application by using a number of small independent services. For example, a payment service is used for online payments, and an authentication service is used for securely logging users into their application. The SOA Principle.

Architecture 66

Architecture Testing Testing Tools Performance Testing 66