DZone

NOVEMBER 7, 2023

In the labyrinth of data-driven architectures, the challenge of data integration—fusing data from disparate sources into a coherent, usable form — stands as one of the cornerstones. In fact, its enduring relevance is a testament to its robustness and efficiency.

Processing 177

Processing Architecture Technology Technology 177

Dynatrace

JANUARY 23, 2024

AI-enabled chatbots can help service teams triage customer issues more efficiently. Deriving business value with AI, IT automation, and data reliability When it comes to increasing business efficiency, boosting productivity, and speeding innovation, artificial intelligence takes center stage. What is explainable AI? Enter causal AI.

Performance 186

Performance DevOps Innovation Artificial Intelligence 186

The Netflix TechBlog

NOVEMBER 17, 2022

In this tech blog, we describe how we improved Netflix video quality with neural networks, the challenges we faced and what lies ahead. While conventional video codecs remain prevalent, NN-based video encoding tools are flourishing and closing the performance gap in terms of compression efficiency.

Network 292

Network Media Innovation Efficiency 292

Dynatrace

APRIL 8, 2024

This blog explores how vertically integrated risk management solutions that use AI and automation enable unparalleled visibility, control, and efficiency for risk management in banking. Headlines have been littered with the names of failed banks that struggled to manage these pressures. Risk in banking is broad and interconnected.

Analytics 201

Analytics Infrastructure Efficiency Technology 201

The Netflix TechBlog

MARCH 4, 2024

In this blog post, we present our project on Auto Remediation, which integrates the currently used rule-based classifier with an ML service and aims to automatically remediate failed jobs without human intervention. the retry success probability) and compute cost efficiency (i.e., Multi-objective optimizations.

Tuning 210

Tuning Efficiency Big Data Engineering 210

Uber Engineering

AUGUST 14, 2019

In our experience, optimizing for operational efficiency requires answering one key question: for which tables does the maintenance cost supersede utility? Once identified, … The post Less is More: Engineering Data Warehouse Efficiency with Minimalist Design appeared first on Uber Engineering Blog.

Efficiency 99

Efficiency Engineering Design Storage 99

Dynatrace

MAY 23, 2022

As a result, while cloud architecture has enabled organizations to develop applications iteratively, it also increased exposure to vulnerabilities. Above all, companies modernize and adopt a multicloud strategy to innovate, scale, and increase efficiency. AIOps capabilities drive intelligent cloud observability – blog.

Strategy 225

Strategy Innovation Cloud Serverless 225

All Things Distributed

JUNE 10, 2016

If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications. Mobile Backend Serverless Reference Architecture. Real-time File Processing Serverless Reference Architecture. IoT Backend Serverless Reference Architecture.

Lambda 107

Lambda Serverless AWS Architecture 107

All Things Distributed

MAY 10, 2016

If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications. Mobile Backend Serverless Reference Architecture. Real-time File Processing Serverless Reference Architecture. IoT Backend Serverless Reference Architecture.

Lambda 105

Lambda Serverless AWS Architecture 105

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

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 247

AWS Efficiency Azure Cloud 247

Simform

APRIL 15, 2022

Microservice architecture brings higher flexibility and ease of development through decoupled services. However, microservice architecture has specific challenges like efficiency, consistency, security, etc. So, here are some of the microservice best practices, along with real-life usage accounts from leading companies.

Best Practices 140

Best Practices Architecture Efficiency Technology 140

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

Dynatrace

JANUARY 13, 2022

More seamless handoffs between tasks in the toolchain can improve DevOps efficiency, software development innovation, and better code quality. But the complexity of multicloud platforms and microservices architecture makes it hard to run DevOps efficiently without the aid of artificial intelligence and automation.

DevOps 268

DevOps Speed Artificial Intelligence Innovation 268

Strategic Tech

AUGUST 10, 2020

If every significant architecture decision has business consequences, then knowing the business model and which trade-offs to choose is maybe the most important skill of architects. But what is the actual relationship between a business model and a software architecture? It’s not just about business models and architecture, though.

Software Architecture 69

Software Architecture Architecture Software Software 69

Dynatrace

OCTOBER 17, 2023

The rise of cloud-native microservice architectures further exacerbates this change. This compelling success story underscores how the Dynatrace customer-centric pricing approach can drive efficiency, cost savings, and performance improvements for businesses in any sector. What is the ingest, retain, and query pricing model?

Retail 237

Retail Storage Best Practices Architecture 237

Dynatrace

MARCH 8, 2022

These enhancements help development teams bring higher quality and more secure innovations to market faster and with greater efficiency. “We Dynatrace Delivers Most Complete Observability for Multicloud Serverless Architectures. For our complete coverage, check out our Perform 2022 conference coverage guide. Learn more!

Code 182

Code Software Software Serverless 182

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

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. To learn more about Azure Linux container host for AKS read Microsoft’s blog. What is Azure Linux? Performance.

Azure 227

Azure Monitoring Operating System Virtualization 227

Dynatrace

JANUARY 17, 2023

Kubernetes teams lack simple, consistent, vendor-agnostic architectures for analyzing observability signals across teams. Prevent potential problems quickly and efficiently with Davis exploratory analysis /news/blog/davis-ai-exploratory-analysis/. Choosing where and how to collect data is overwhelming.

Analytics 280

Analytics Metrics Open Source Java 280

The Netflix TechBlog

JUNE 30, 2020

In an effort to effectively and efficiently produce this content we are looking to improve and automate many areas of the production process. In this overview, we will shed light on the complexity and magnitude of this journey and update this post with links to deeper technical blogs over time.

Engineering 238

Engineering Entertainment Logistics Innovation 238

Percona

MARCH 7, 2023

It’s an open source alternative to AWS Aurora Postgres that utilizes a serverless architecture. Architecture A Neon installation consists of compute nodes and the Neon storage engine. This is because the compute nodes are stateless in this architecture, meaning they can be scaled without affecting the system’s performance.

Serverless 110

Serverless Storage Open Source Architecture 110

Dynatrace

NOVEMBER 22, 2021

Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. These tools simply can’t provide the observability needed to keep pace with the growing complexity and dynamism of hybrid and multicloud architecture.

AWS 229

AWS Lambda Artificial Intelligence Serverless 229

Dynatrace

JULY 6, 2022

As organizations continue to adopt multicloud strategies, the complexity of these environments grows, increasing the need to automate cloud engineering operations to ensure organizations can enforce their policies and architecture principles. IT automation tools can achieve enterprise-wide efficiency. Read eBook now!

Artificial Intelligence 189

Artificial Intelligence Tuning Strategy Big Data 189

Dynatrace

FEBRUARY 8, 2021

Also, these modern, cloud-native architectures produce an immense volume, velocity, and variety of data. Explore your logs in multicloud environments and analyze them in the context of your architecture. All Dynatrace enhancements mentioned in this blog post will be available to all Dynatrace customers within the next 90 days.

Cloud 259

Cloud Azure Analytics AWS 259

Dynatrace

FEBRUARY 4, 2021

As a discipline, SRE focuses on improving software system reliability across key categories including availability, performance, latency, efficiency, capacity, and incident response. At a system level, SRE specialists develop tooling that coordinates releases and launches, evaluates system architecture readiness, and meets system-wide SLOs.

Engineering 254

Engineering DevOps Government Latency 254

ACM Sigarch

AUGUST 3, 2023

(Editor’s Note: This post was submitted as a rebuttal to Andrew Chien’s July 24 SIGARCH Blog Post ) The recent post “ Why Embodied Carbon is a poor Architecture Design metric, and Operational Carbon remains an important Problem ” by Prof. Chien’s blog post points to a paper by Bashir et al.

Energy 98

Energy Architecture Hardware Metrics 98

O'Reilly Software

DECEMBER 11, 2017

A message-based microservices architecture offers many advantages, making solutions easier to scale and expand with new services. The asynchronous nature of interservice interactions inherent to this architecture, however, poses challenges for user-initiated actions such as create-read-update-delete (CRUD) requests on an object.

Architecture 68

Architecture Government Latency Efficiency 68

Dynatrace

AUGUST 7, 2023

This combined approach provides reliable answers for two key purposes,” wrote Dynatrace CTO Bernd Greifeneder in a May 2023 blog post. And why runtime vulnerability detection makes the difference – blog Vulnerability management is an essential part of securing IT operations. What is DevSecOps? Learn how security improves DevOps.

DevOps 185

DevOps Analytics Best Practices Java 185

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. A deterministic AIOps approach uses this dynamic architectural pattern as the foundation of a “smart” solution.

Cloud 178

Cloud DevOps Architecture Technology 178

Dynatrace

NOVEMBER 2, 2020

If you don’t have insight into the software and services that operate your business, you can’t efficiently run your business. Simply put, infrastructure monitoring is the oxygen to your infrastructure, collecting all the data for a complete picture of availability, performance, and resource efficiency. Let’s look at the world today.

Infrastructure 200

Infrastructure Monitoring Virtualization Serverless 200

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

DECEMBER 6, 2021

These benefits are then extended to the customers on our managed platform for them to drive more efficiency and better business outcomes. The Dynatrace Platform already supported over 60 technologies and an extensible architecture – making Dynatrace the natural choice.

Innovation 176

Innovation Strategy Technology Technology 176

Dynatrace

NOVEMBER 11, 2021

Despite the fact that more than 80% of organizations now employ multicloud architecture, “hyperscaler” clouds such as AWS, Google Cloud and Microsoft Azure present monitoring and management issues for cloud practitioners. The post AWS re:Invent 2021 shines light on cloud-native observability appeared first on Dynatrace blog.

AWS 213

AWS Cloud Lambda Azure 213

ACM Sigarch

MAY 31, 2023

Introduction Memory systems are evolving into heterogeneous and composable architectures. Heterogeneous and Composable Memory (HCM) offers a feasible solution for terabyte- or petabyte-scale systems, addressing the performance and efficiency demands of emerging big-data applications.

Latency 52

Latency Hardware Cache Architecture 52

Dynatrace

MAY 4, 2022

Many more currently have plans to develop cloud-native applications based on microservices architectures. The greatest areas of value include deployment efficiency, addressing issues earlier in the development lifecycle, and cross-team collaboration. Cloud technologies enable teams to deploy and release software more frequently.

Cloud 183

Cloud DevOps Strategy Monitoring 183

All Things Distributed

NOVEMBER 8, 2012

Improving the Cloud - More Efficient Queuing with SQS. s e-commerce platform, messaging systems have always been a key part of our service-oriented architecture to build an asynchronous communication pipeline between different services. s Chief Architect Adrian Cockcroft blogged â??Simple blog comments powered by Disqus.

Efficiency 104

Efficiency Cloud Games Scalability 104