Dynatrace

NOVEMBER 20, 2023

At the AWS re:Invent 2023 conference, generative AI is a centerpiece. In this AWS re:Invent 2023 guide, we explore the role of generative AI in the issues organizations face as they move to the cloud: IT automation, cloud migration and digital transformation, application security, and more.

AWS 277

AWS Artificial Intelligence Cloud Analytics 277

Dynatrace

APRIL 6, 2022

We’re excited to announce that Dynatrace has been recognized as a launch partner for the newly introduced Amazon Web Services (AWS) offering AWS Lambda Function URLs. What is AWS Lambda? AWS Lambda is one of the most popular serverless compute services in the market. What are AWS Lambda Function URLs.

Lambda 242

Lambda AWS Serverless Infrastructure 242

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. AWS 5-pillars. Dynatrace and AWS. Fully conceptualizing capacity requirements.

AWS 221

AWS Artificial Intelligence Best Practices Lambda 221

Dynatrace

JULY 7, 2022

Many organizations are taking a microservices approach to IT architecture. However, in some cases, an organization may be better suited to another architecture approach. Therefore, it’s critical to weigh the advantages of microservices against its potential issues, other architecture approaches, and your unique business needs.

Architecture 246

Architecture Serverless Azure Programming 246

Dynatrace

OCTOBER 23, 2023

At financial services company, Soldo, efficiency and security by design are paramount goals. Because Soldo is in a highly regulated industry, Domenella’s team adopted security by design from the beginning. What is security by design? The most efficient one we found was Dynatrace.”

Design 264

Design Innovation DevOps Open Source 264

Dynatrace

JANUARY 19, 2021

With our enhanced AWS Lambda extension , we bring the power of Dynatrace PurePath 4 automatic tracing technology to serverless function observability. unique capabilities of the enhanced AWS Lambda extension include: An end-to-end distributed tracing view with full visibility?across Dynatrace news. AI-powered answers, provided by?

Lambda 264

Lambda Serverless AWS Mobile 264

Dynatrace

JUNE 27, 2023

The increasing complexity of cloud service architectures requires a rock-solid understanding of the activity, health status, and security of cloud services. Many AWS services and third party solutions use AWS S3 for log storage. Another painful blocker is the need for more support for multiple S3 accounts and AWS regions.

AWS 246

AWS Cloud Lambda Analytics 246

Dynatrace

MARCH 10, 2021

This week Dynatrace achieved Amazon Web Services (AWS) Machine Learning Competency status in the new Applied Artificial Intelligence (Applied AI) category. The designation reflects AWS’ recognition that Dynatrace has demonstrated deep experience and proven customer success building AI-powered solutions on AWS.

AWS 221

AWS Cloud Artificial Intelligence Innovation 221

Scalegrid

MAY 13, 2020

In this blog post, we explain what Greenplum is, and break down the Greenplum architecture, advantages, major use cases, and how to get started. It’s architecture was specially designed to manage large-scale data warehouses and business intelligence workloads by giving you the ability to spread your data out across a multitude of servers.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

The Netflix TechBlog

NOVEMBER 15, 2022

Rachel Kelley (AWS), Ranjit Raju (AWS) Rendering is core to the the VFX process VFX studios around the world create amazing imagery for Netflix productions. Every VFX studio has a slightly different architecture and workflow, and a one-size-fits-all solution often isn’t enough to bridge the gap.

Cloud 286

Cloud Entertainment AWS Infrastructure 286

Dynatrace

JUNE 15, 2021

The fact is, Reliability and Resiliency must be rooted in the architecture of a distributed system. The subject line said: “Success Story: Major Issue in single AWS Frankfurt Availability Zone!” Fact #1: AWS EC2 outage properly documented. Fact #1: AWS EC2 outage properly documented. Ready to learn more? Then read on!

AWS 246

AWS Traffic Architecture Azure 246

All Things Distributed

FEBRUARY 18, 2013

Expanding the Cloud - Introducing AWS OpsWorks, a Powerful Application Management Solution. Today Amazon Web Services launched AWS OpsWorks , a flexible application management solution with automation tools that enable you to model and control your applications and their supporting infrastructure. AWS OpsWorks Unique Features.

AWS 141

AWS Cloud Architecture Infrastructure 141

Dynatrace

JANUARY 23, 2024

At this year’s Perform, we are thrilled to have our three strategic cloud partners, Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP), returning as both sponsors and presenters to share their expertise about cloud modernization and observability of generative AI models. What will the new architecture be?

Cloud 264

Cloud Artificial Intelligence Performance AWS 264

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. Before jumping into either of those scenarios, have a look at what Strategic Domain-Driven Design can offer you.

Architecture 98

Architecture Design Software Architecture Strategy 98

The Netflix TechBlog

FEBRUARY 18, 2022

Motivation With the rapid growth in Netflix member base and the increasing complexity of our systems, our architecture has evolved into an asynchronous one that enables both online and offline computation. Architecture As shown in the diagram above, the RENO service can be broken down into the following components.

Systems 334

Systems Traffic Architecture Mobile 334

Dynatrace

NOVEMBER 10, 2022

To take full advantage of the scalability, flexibility, and resilience of cloud platforms, organizations need to build or rearchitect applications around a cloud-native architecture. So, what is cloud-native architecture, exactly? What is cloud-native architecture? The principles of cloud-native architecture.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

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. Pre-built custom dashboards enable the team to share the hourly billing data with development teams, giving them insights into how architecture and design decisions drive costs.

AWS 264

AWS Analytics Cloud Monitoring 264

Dynatrace

APRIL 6, 2022

We’re excited to announce that Dynatrace has been recognized as a launch partner for the newly introduced Amazon Web Services (AWS) offering AWS Lambda Function URLs. What is AWS Lambda? AWS Lambda is one of the most popular serverless compute services in the market. What are AWS Lambda Function URLs.

Lambda 130

Lambda AWS Serverless Infrastructure 130

Dynatrace

MAY 26, 2021

The second focused on the OTel community, with more technical talks by representatives from companies like AWS, Elastic, and more. AWS aims to support the streamlining of observability. The usage of OTel is important for the relationship between AWS and observability vendors (like Dynatrace), to be able to enable them.

AWS 246

AWS Strategy Storage Metrics 246

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. Hyperscaler cloud service providers such as AWS, Microsoft Azure, and Google Cloud Platform can do this, too.

Best Practices 278

Best Practices Strategy Cloud AWS 278

All Things Distributed

MARCH 13, 2019

These are hard problems, and solving them requires breaking away from old-guard relational database architectures. Aurora's design preserves the core transactional consistency strengths of relational databases. Since Aurora's original release, it has been the fastest-growing service in the history of AWS.

Database 134

Database Design Cloud AWS 134

The Netflix TechBlog

DECEMBER 11, 2020

Our Journey so Far Over the past year, we’ve implemented the core infrastructure pieces necessary for a federated GraphQL architecture as described in our previous post: Studio Edge Architecture The first Domain Graph Service (DGS) on the platform was the former GraphQL monolith that we discussed in our first post (Studio API).

Architecture 252

Architecture Best Practices Engineering Open Source 252

All Things Distributed

AUGUST 28, 2019

Still, we knew that if we wanted to expand the products and services we offered, we had to change the way we approached application architecture. The giant, monolithic "bookstore" application and giant database that we used to power Amazon.com limited our speed and agility.

AWS 153

AWS Innovation Speed Architecture 153

Dynatrace

AUGUST 11, 2022

Cloud providers such as Google, Amazon Web Services, and Microsoft also followed suit with frameworks such as Google Cloud Functions , AWS Lambda , and Microsoft Azure Functions. FaaS vs. monolithic architectures. Monolithic architectures were commonplace with legacy, on-premises software solutions. Increased availability.

Development 279

Development Serverless Best Practices Lambda 279

All Things Distributed

MARCH 13, 2019

These are hard problems, and solving them requires breaking away from old-guard relational database architectures. Aurora's design preserves the core transactional consistency strengths of relational databases. Since Aurora's original release, it has been the fastest-growing service in the history of AWS.

Database 131

Database Design Cloud AWS 131

InfoQ

NOVEMBER 8, 2023

AWS published a new set of updates to its Well-Architected Framework, with changes across all six pillars of the framework. Other pillars received improved implementation guidance, including recommendations and steps on reusable architecture patterns. By Rafal Gancarz

AWS 125

AWS Best Practices Architecture Efficiency 125

Dynatrace

DECEMBER 8, 2022

As cloud-native, distributed architectures proliferate, the need for DevOps technologies and DevOps platform engineers has increased as well. Amazon Web Services (AWS). Automated DevOps throughout AWS hybrid-cloud environments. Organizations often adopt advanced architecture and move to progressive delivery in the cloud.

DevOps 246

DevOps Engineering Testing Open Source 246

The Netflix TechBlog

DECEMBER 3, 2019

The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. It leverages elasticity of the cloud by design?—?both For more details, read this page about Metaflow’s integration with AWS.

Open Source 235

Open Source AWS Infrastructure Energy 235

Dynatrace

OCTOBER 1, 2021

As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to conditions and issues across their multi-cloud environments. The architects and developers who create the software must design it to be observed. Dynatrace news. Benefits of observability.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Uber Engineering

SEPTEMBER 2, 2021

The team transforms Uber’s ideas into agile, global solutions by designing and implementing scalable solutions. One … The post Streaming Real-Time Analytics with Redis, AWS Fargate, and Dash Framework appeared first on Uber Engineering Blog.

Analytics 144

Analytics AWS Programming Scalability 144

Dynatrace

NOVEMBER 15, 2022

Since they rely on capabilities designed for IT monitoring, they inherit a series of architectural design constraints that limit their usefulness. Grail, DQL, and business events are available now in select AWS regions. But these solutions have largely fallen short of the needs of both business users and IT users alike.

Analytics 264

Analytics Mobile Metrics Games 264

The Netflix TechBlog

SEPTEMBER 24, 2021

Table 1: Movie and File Size Examples Initial Architecture A simplified view of our initial cloud video processing pipeline is illustrated in the following diagram. Figure 1: A Simplified Video Processing Pipeline With this architecture, chunk encoding is very efficient and processed in distributed cloud computing instances.

Cloud 240

Cloud Media Storage Cache 240

InfoQ

MARCH 15, 2024

Hashnode created a scalable event-driven architecture (EDA) for composing feed data for thousands of users. The company used serverless services on AWS, including Lambda, Step Functions, EventBridge, and Redis Cache. The solution leverages Step Functions' distributed maps feature that enables high-concurrency processing.

Scalability 76

Scalability AWS Architecture Lambda 76

The Netflix TechBlog

MARCH 25, 2019

You are designing a learning system to forecast Service Level Agreement (SLA) violations and would want to factor in all upstream dependencies and corresponding historical states. Design a flexible data model ? —?Represent Therefore, the ingestion approach for data lineage is designed to work with many disparate data sources.

Infrastructure 222

Infrastructure Big Data Transportation Architecture 222

Dynatrace

DECEMBER 8, 2021

You may be using serverless functions like AWS Lambda , Azure Functions , or Google Cloud Functions, or a container management service, such as Kubernetes. In contrast to modern software architecture, which uses distributed microservices, organizations historically structured their applications in a pattern known as “monolithic.”

Cloud 246

Cloud Serverless Hardware Operating System 246

Dynatrace

OCTOBER 4, 2022

While data lakes and data warehousing architectures are commonly used modes for storing and analyzing data, a data lakehouse is an efficient third way to store and analyze data that unifies the two architectures while preserving the benefits of both. This is simply not possible with conventional architectures. Data management.

Artificial Intelligence 246

Artificial Intelligence Storage Analytics Government 246

High Scalability

NOVEMBER 9, 2018

AMD is now using the second-gen Infinity Fabric to connect a multi-chip design with a 14nm I/O die serving as the linchpin of the design. That central chip ties together the 7nm CPU chiplets, creating a massively scalable architecture. AMD has improved the Infinity Fabric.

Internet 192

Internet Internet Scalability Blockchain 192