Dynatrace

APRIL 30, 2019

At Neotys PAC 2019 in Chamonix, France, I presented approaches on how to solve this problem by looking at examples from companies such as Intuit, Dynatrace, Google, Netflix, T-Systems and others. The outcome of the presentation and the follow up discussions at Neotys PAC lead to Pitometer! Help us make better deployment decisions.

Architecture 126

Architecture Open Source Azure Metrics 126

Dynatrace

MARCH 22, 2022

That’s why hybrid cloud architecture is a key tool in the arsenal for organizations striving to grow, modernize, and innovate. Indeed, more than 90% of businesses have implemented a hybrid cloud strategy. build microservices-based architecture. How to modernize for hybrid cloud.

Infrastructure 237

Infrastructure Cloud Java Azure 237

Dynatrace

SEPTEMBER 3, 2024

In many ways, the shift to cloud computing and the adoption of cloud-native architectures have enabled organizations to realize greater resiliency alongside scalability. Each of these factors can present unique challenges individually or in combination.

Infrastructure 259

Infrastructure Innovation Monitoring Software Performance 259

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. At this year’s RSA conference, taking place in San Francisco from May 6-9, presenters will explore ideas such as redefining security in the age of AI.

Artificial Intelligence 242

Artificial Intelligence Cloud Best Practices DevOps 242

The Netflix TechBlog

JUNE 13, 2023

Our previous blog post presented replay traffic testing — a crucial instrument in our toolkit that allows us to implement these transformations with precision and reliability. A/B testing is also a key technique in migrations where the updates to the architecture involve changing device contracts as well.

Traffic 287

Traffic Metrics Systems Strategy 287

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. What architecture will be optimal for enabling that business vision? How are we going to deliver the new architecture?

Architecture 98

Architecture Design Software Architecture Strategy 98

Dynatrace

NOVEMBER 11, 2021

Indeed, organizations view IT modernization and cloud computing as intertwined with their business strategy and COVID-19 recovery plans. First, cloud environments present substantial observability issues given their increasing complexity and dynamism. AWS re:Invent 2021: Modernizing for cloud-native environments.

AWS 225

AWS Cloud Lambda Azure 225

Scalegrid

DECEMBER 21, 2023

With its widespread use in modern application architectures, understanding the ins and outs of Redis® monitoring is essential for any tech professional. Selecting the right tool plays an important role in managing your strategy correctly while ensuring optimal performance across all clusters or singularly monitored redistributions.

Strategy 130

Strategy Monitoring Latency DevOps 130

Dynatrace

JANUARY 11, 2023

These next-generation cloud monitoring tools present reports — including metrics, performance, and incident detection — visually via dashboards. Multicloud architectures, on the other hand, blend services from two or more private or public clouds — or from a combination of public, private, and edge clouds. Best practices to consider.

Cloud 233

Cloud Monitoring Best Practices Infrastructure 233

The Netflix TechBlog

NOVEMBER 12, 2024

Today, we’re excited to present the Distributed Counter Abstraction. In this context, they refer to a count very close to accurate, presented with minimal delays. In the following sections, we’ll explore various strategies for achieving durable and accurate counts.

Latency 253

Latency Cache Infrastructure Strategy 253

Strategic Tech

JANUARY 22, 2024

Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. An AMET is an architecture Enabling Team that helps to coordinate and upskill all teams and stakeholders involved in a modernization initiative. They need a more loosely coupled architecture and empowered teams.

Architecture 98

Architecture Metrics Logistics Strategy 98

Dynatrace

DECEMBER 12, 2024

Key insights for executives: Stay ahead with continuous compliance: New regulations like NIS2 and DORA demand a fresh, continuous compliance strategy. For executives, these directives present several challenges, including compliance complexity, resource allocation for continuous monitoring, and incident reporting.

Analytics 214

Analytics Government Efficiency Innovation 214

Dynatrace

JANUARY 23, 2020

As a part of the “ Release better software faster ” breakout track at Perform Las Vegas 2020 , I’ll be presenting a session concentrating on deployment models and how to reduce risk and iterate faster. From big bang to progressive deployments. Canary Releases. Blue/Green Deployments. that make deployments easier. Customer story.

Performance 36

Performance Benchmarking Innovation DevOps 36

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? Automating IT practices without integrated AIOps presents several challenges. Creating a sound IT automation strategy. Additionally, a sound IT automation strategy includes AIOps at its core.

Artificial Intelligence 202

Artificial Intelligence Tuning Strategy Big Data 202

Dynatrace

DECEMBER 24, 2020

As organizations update their IT environments with the latest cloud-native technologies and architectures, teams need to weigh the effectiveness of traditional monitoring vs. modern, observability-based solutions to decide how to solve their existing challenges amid the growing complexity of their dynamic, multi-cloud environments.

DevOps 256

DevOps Cloud Infrastructure Monitoring 256

The Netflix TechBlog

NOVEMBER 13, 2023

Iroro Orife , Chih-Wei Wu and Yun-Ning (Amy) Hung Introduction When you enjoy the latest season of Stranger Things or Casa de Papel (Money Heist) , have you ever wondered about the secrets to fantastic story-telling, besides the stunning visual presentation?

Architecture 236

Architecture Energy Benchmarking Processing 236

O'Reilly Software

OCTOBER 25, 2018

As lists are the raw material of strategy and technology architecture, MECE list-making is one of the most useful tools you can have in your tool box. MECE, pronounced "mee-see," is a tool created by the leading business strategy firm McKinsey. Lists are the raw material of strategy and technology architecture.

Strategy 96

Strategy Database Technology Technology 96

Dynatrace

MAY 4, 2022

To address these challenges, organizations are adopting cloud-first strategies and cloud-native application development practices. As part of its Distributed Cloud research series , the Enterprise Strategy Group (ESG) surveyed 387 North American IT professionals responsible for managing application infrastructure.

Cloud 195

Cloud DevOps Strategy Monitoring 195

Dynatrace

JANUARY 31, 2024

While off-the-shelf models assist many organizations in initiating their journeys with generative AI (GenAI), scaling AI for enterprise use presents formidable challenges. Figure 1: Sample RAG architecture While this approach significantly improves the response quality of GenAI applications, it also introduces new challenges.

Cache 215

Cache Azure Infrastructure Monitoring 215

Dynatrace

MAY 26, 2021

In the keynote by Christina Yakomin and Steve Prazenica from Vanguard, the presenters recounted their journey from a monolith with alert-based incident reporting and no positive health signals to an observable microservice architecture. A recurring theme was Site Reliability Engineering. There is no one-size-fits-all solution.

AWS 224

AWS Strategy Storage Metrics 224

The Netflix TechBlog

FEBRUARY 9, 2021

Plus, the architecture of the Edge tier was evolving to a PaaS (platform as a service) model, and we had some tough decisions to make about how, and where, to handle identity token handling. The system architecture now takes the form of: Notice that tokens never traverse past the Edge gateway / EAS boundary. We are serving over 2.5

Architecture 230

Architecture Latency Servers Systems 230

Dynatrace

AUGUST 25, 2023

Further, legacy custom-developed apps were not built to meet the present-day user experience that HHS clients and partners expect. Step 2: Design and activate your cloud migration strategy It takes smart planning to migrate applications to the cloud with minimal disruption.

Government 216

Government Infrastructure Programming Cloud 216

The Netflix TechBlog

AUGUST 17, 2023

The complexity of these factors makes it difficult to determine the best creative strategy for upcoming titles. For many teams and titles, Stills are essential to Netflix’s promotional asset strategy. With the AVA Discovery View, all the prominent characters of the title and their best possible shots are presented to the creatives.

Media 179

Media Scalability Architecture Strategy 179

The Netflix TechBlog

JANUARY 25, 2023

Marken architecture Above picture represents the block diagram of the architecture for our service. Our architecture makes it possible to easily onboard and ingest data from Media algorithms. Our service will be used by a lot of internal UI applications hence the latency for CRUD and search operations must be low.

Scalability 293

Scalability Latency Media Architecture 293

Strategic Tech

JANUARY 24, 2021

Individual teams may be full-stack/end-to-end or dedicated presentation/domain teams. An Experience Group is a collection of teams which handle only experience and presentation concerns. Architecture Ownership Patterns for Team Topologies. Each team in an Identity group may own one or more features.

Architecture 98

Architecture Mobile Infrastructure Cloud 98

Dynatrace

JULY 29, 2024

Unified observability and security present data in intuitive, user-friendly ways to enable data gathering, analysis, and collaboration while reducing mean time to repair (MTTR) issues and boosting application performance and availability.

Analytics 188

Analytics Government DevOps Efficiency 188

The Netflix TechBlog

JUNE 4, 2019

Because microprocessors are so fast, computer architecture design has evolved towards adding various levels of caching between compute units and the main memory, in order to hide the latency of bringing the bits to the brains. We are working on multiple fronts to extend the solution presented here.

Cache 260

Cache Latency Airlines Logistics 260

The Netflix TechBlog

NOVEMBER 3, 2022

In the time since it was first presented as an advanced Mesos framework, Titus has transparently evolved from being built on top of Mesos to Kubernetes, handling an ever-increasing volume of containers. The original assumptions and architectural choices were no longer viable.

Cache 235

Cache Latency Traffic Systems 235

The Netflix TechBlog

OCTOBER 8, 2024

In previous blog posts, we introduced the Key-Value Data Abstraction Layer and the Data Gateway Platform , both of which are integral to Netflix’s data architecture. However, storing and querying such data presents a unique set of challenges: High Throughput : Managing up to 10 million writes per second while maintaining high availability.

Latency 242

Latency Storage Traffic Tuning 242

Dynatrace

JUNE 9, 2023

Data scale and silos present challenges to DevOps maturity DevOps teams often run into problems trying to drive better data-driven decisions with observability and security data. Research has found that 99% of organizations have embraced a multicloud architecture.

DevOps 196

DevOps Analytics Storage Metrics 196

Scalegrid

FEBRUARY 8, 2024

Data replication strategies like full, incremental, and log-based replication are crucial for improving data availability and fault tolerance in distributed systems, while synchronous and asynchronous methods impact data consistency and system costs. By implementing data replication strategies, distributed storage systems achieve greater.

Storage 130

Storage Systems Big Data Azure 130

The Netflix TechBlog

NOVEMBER 14, 2023

In this context, managing the data, especially when it arrives late, can present a substantial challenge! Conclusion In this post, we described our data architecture at a high level, along with the pain points that led to the development of Psyberg. Given our role on this critical path, accuracy is paramount.

Data Engineering 273

Data Engineering Engineering Processing Games 273

Dynatrace

JUNE 15, 2023

Microservices-based architecture Applications built using microservices-based architecture can operate and interact across different cloud platforms. Container-based deployment Containers offer an ideal way to deploy and operate modern cloud apps, but they also present two main visibility challenges. Read report now!

Cloud 189

Cloud Open Source Architecture Monitoring 189

Dynatrace

MAY 6, 2021

Increasingly, organizations are turning to observability solutions to get visibility into their dynamic container-based architectures and hybrid-cloud environments. One of them is by setting a monitoring strategy that provides automatic static thresholds.”. Natschläger explained how it works. “As

Games 183

Games Metrics Monitoring Cloud 183

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. Cloud security monitoring is key—identifying threats in real-time and mitigating risks before they escalate. This includes servers, applications, software platforms, and websites.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

AUGUST 7, 2023

Pairing generative AI with causal AI One key strategy is to pair generative AI with causal AI , providing organizations with better-quality data and answers as they make key decisions. AI for cybersecurity Enterprises need a better solution for identifying security vulnerabilities that present the greatest risk.

DevOps 198

DevOps Analytics Best Practices Java 198

The Netflix TechBlog

SEPTEMBER 13, 2021

Supporting developers through those checklists for edge cases, and then validating that each team’s choices resulted in an architecture with all the desired security properties, was similarly not scalable for our security engineers. an application deployment strategy that guarantees authentication for services behind it.

Internet 229

Internet Internet Cloud Traffic 229