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. Therefore, these organizations need an in-depth strategy for handling data that AI models ingest, so teams can build AI platforms with security in mind.

Artificial Intelligence 228

Artificial Intelligence Cloud Best Practices DevOps 228

Dynatrace

NOVEMBER 2, 2023

Spiraling cloud architecture and application costs have driven the need for new approaches to cloud spend. FinOps is a cloud financial management philosophy and practice that strives to control the cost of cloud adoption strategies without restricting the scope of cloud resources. What is FinOps? FinOps company culture.

Cloud 194

Cloud Strategy Retail Energy 194

Dynatrace

FEBRUARY 26, 2024

Because of this, it is more critical than ever for organizations to leverage a modern observability strategy. The event focused on empowering and informing our valued partner ecosystems by providing updates on strategy, market opportunities, cloud modernization, and a wealth of crucial insights. Partner program update.

Artificial Intelligence 193

Artificial Intelligence IoT Programming Innovation 193

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

Percona

FEBRUARY 24, 2023

Your company operates a massive distributed architecture that spans multiple data centers and cloud providers, and your databases are a crucial part of this infrastructure. For example, the QA team would only have access to data from the QA environment rather than having access to the production environment. to monitor and diagnose. +50

Metrics 108

Metrics Monitoring Database Engineering 108

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

OCTOBER 4, 2023

Thus, while business resilience is about protecting against unforeseen risk, it also enables an organization to develop a forward-looking strategy that helps it thrive in uncertain times. To bounce forward, organizations need a strategy to build business resilience. This strategy involves people, process, and technology.

Artificial Intelligence 173

Artificial Intelligence Innovation Strategy Efficiency 173

Dynatrace

FEBRUARY 10, 2023

Further, automation has become a core strategy as organizations migrate to and operate in the cloud. More than 70% of respondents to a recent McKinsey survey now consider IT automation to be a strategic component of their digital transformation strategies. However, turning those logs into meaningful insights requires a data lakehouse.

Efficiency 275

Efficiency Performance Analytics DevOps 275

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 strategy central to proactive multicloud managemen t – blog.

Strategy 224

Strategy Innovation Cloud Serverless 224

Dynatrace

AUGUST 25, 2023

For example, older systems may require additional support personnel or contractors to operate and maintain. Step 2: Design and activate your cloud migration strategy It takes smart planning to migrate applications to the cloud with minimal disruption.

Government 202

Government Infrastructure Programming Cloud 202

Strategic Tech

JUNE 2, 2021

Modernizing an architecture usually take years. Low Hanging Fruit vs Last Toothpaste in the Tube In the dream scenario, there is an area of the architecture which has a high value to the business when modernized and has little complexity. In the Architecture Modernization Sequencing Grid, this is the bottom right corner.

Architecture 52

Architecture Infrastructure Technology Technology 52

Dynatrace

DECEMBER 21, 2022

Cloud modernization is the ongoing process of taking legacy applications and updating their features, architecture, or infrastructure to ensure they’re optimized for operating in cloud environments. . These individuals design and architect the next generation of cloud strategies. But what is cloud modernization? .

Cloud 147

Cloud Architecture Strategy Scalability 147

The Netflix TechBlog

MAY 4, 2023

When undertaking system migrations, one of the main challenges is establishing confidence and seamlessly transitioning the traffic to the upgraded architecture without adversely impacting the customer experience. This blog series will examine the tools, techniques, and strategies we have utilized to achieve this goal.

Traffic 339

Traffic Latency Tuning Systems 339

Strategic Tech

JANUARY 9, 2024

Problem, Strategy, and Solution Spaces To gain clarity on the terminology, it’s helpful to describe the various activities involved in building a product, which can then be grouped into buckets like problem and solution space or something else. Not all of the work we do addresses a problem that people have. But I hope you find it useful.

Development 98

Development Strategy Software Software 98

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

Dynatrace

SEPTEMBER 13, 2023

Because Google offers its own Google Cloud Architecture Framework and Microsoft its Azure Well-Architected Framework , organizations that use a combination of these platforms triple the challenge of integrating their performance frameworks into a cohesive strategy.

AWS 246

AWS Efficiency Azure Cloud 246

The Netflix TechBlog

JANUARY 25, 2023

For example, we have a service that stores a movie entity’s metadata or a service that stores metadata about images. In Pic 1 below, we have an example of an application which is used by editors to review their work. We don’t allow incompatible changes, for example, users can not change the data type of a property.

Scalability 283

Scalability Latency Media Architecture 283

Dynatrace

JANUARY 22, 2024

For example, machine learning can identify correlations in data and generate predictions, while causal AI determines which ones are the true drivers. Marketers can use these insights to better understand which messages resonate with customers and tailor their marketing strategies accordingly. Government.

Artificial Intelligence 206

Artificial Intelligence Healthcare Retail Government 206

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? Vulnerability management is one example of a DevSecOps workflow that teams should automate to ensure vulnerability scans run regularly. Creating a sound IT automation strategy. So, what is IT automation?

Artificial Intelligence 188

Artificial Intelligence Tuning Strategy Big Data 188

The Netflix TechBlog

NOVEMBER 13, 2023

Training examples were produced between 2016 and 2019, in 13 countries, with 60% of the titles originating in the USA. Model Architecture Our modeling choices take advantage of both convolutional and recurrent architectures, which are known to work well on audio sequence classification tasks, and are well supported by previous investigations.

Architecture 224

Architecture Energy Benchmarking Processing 224

Dynatrace

AUGUST 16, 2021

Automatically collect and evaluate business, service, and architectural indicator metrics to promote or roll back deployments. Example #1 – Deploy application code to Kubernetes. The example manifest file with the container name, replica counts, and associated meta-data shown on the right can be viewed in this repo.

Software 246

Software Software Open Source Azure 246

Dynatrace

APRIL 5, 2024

Next, a pragmatic approach involves examining the backend, focusing on Service type entities prominently exposed to the frontend (for example, Apache Tomcat in a Linux environment). In today’s landscape, we lack a clear understanding of properly creating frontend SLOs (for example, RUM application type entities) based on key user actions.

Efficiency 224

Efficiency Traffic Tuning Metrics 224

Dynatrace

OCTOBER 10, 2022

However, not all cloud strategies are the same. Popular examples include AWS Lambda and Microsoft Azure Functions , but new providers are constantly emerging as this model becomes more mainstream. Serverless architecture makes it possible to host code anywhere, rather than relying on an origin server. Architectural complexity.

Serverless 165

Serverless Infrastructure Lambda Latency 165

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. achieve application programming interface (API)-driven development.

Infrastructure 227

Infrastructure Cloud Java Azure 227

Dynatrace

JUNE 15, 2023

For example, if organizations are building an app to handle data flows from multiple sources, they might find open source application programming interfaces (APIs) that eliminate the need to build key connectors from scratch. However, open source software is often a vector for security vulnerabilities. Read report now!

Cloud 176

Cloud Open Source Architecture Monitoring 176

Scalegrid

JANUARY 8, 2024

Confused about multi-cloud vs hybrid cloud and which is the right strategy for your organization? Real-world examples like Spotify’s multi-cloud strategy for cost reduction and performance, and Netflix’s hybrid cloud setup for efficient content streaming and creation, illustrate the practical applications of each model.

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

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 screenshot of Jonah’s talk with a picture of Dynatrace’s SLA capability.

AWS 211

AWS Strategy Storage Metrics 211

Dynatrace

JUNE 1, 2022

But with cloud-based architecture comes greater complexity and new vulnerability challenges. Log4Shel l, a security vulnerability, was a prime example of how cloud-native software development can usher in risks. DevSecOps key to mature vulnerability management strategy. CISOs want—but lack — visibility into runtime threats.

Artificial Intelligence 179

Artificial Intelligence Java Strategy Cloud 179

Dynatrace

DECEMBER 10, 2021

Developing applications based on modern architectures comes with a challenge for release automation: integrating delivery of many services with similar processes but often with different technologies and tools along the delivery pipelines. Dynatrace news. Intertwined processes slow down automation at scale. Execute the application lifecycle.

DevOps 182

DevOps Cloud Testing Tools Strategy 182

Dynatrace

AUGUST 2, 2022

The centrality of zero-day attacks suggests that organizations need a better strategy to fend off these attacks. But they also need a better strategy to address these attacks if they have IT systems and live applications that are already compromised. Consider, for example, the recent Log4Shell and Spring4Shell vulnerabilities.

DevOps 130

DevOps Strategy Open Source Java 130

Dynatrace

NOVEMBER 11, 2021

Indeed, organizations view IT modernization and cloud computing as intertwined with their business strategy and COVID-19 recovery plans. For example, teams say they continue to suffer from operational silos (75%) and application complexity (70%), according to Dynatrace research. at Venetian Delfino 4006.

AWS 212

AWS Cloud Lambda Azure 212

Dynatrace

APRIL 13, 2023

It requires an understanding of cloud architecture and distributed systems, with the goal of automating processes. for example, query web server logs from the past year for specific attack strings containing ). for example, collate which and how many Java applications were attacked) Did we lose any critical data? (for

Analytics 184

Analytics Java Infrastructure Cloud 184

The Netflix TechBlog

NOVEMBER 14, 2023

Types of late-arriving data Based on the structure of our upstream systems, we’ve classified late-arriving data into two categories, each named after the timestamps of the updated partition: Ways to process such data Our team previously employed some strategies to manage these scenarios, which often led to unnecessarily reprocessing unchanged data.

Data Engineering 264

Data Engineering Engineering Processing Games 264

Dynatrace

APRIL 11, 2023

Cloud application security remains challenging because organizations lack end-to-end visibility into cloud architecture. As organizations migrate applications to the cloud, they must balance the agility that microservices architecture brings with the complexity and lack of transparency that can also come with it.

Cloud 186

Cloud DevOps Open Source Retail 186

Dynatrace

OCTOBER 14, 2022

As more organizations are moving from monolithic architectures to cloud architectures, the complexity continues to increase. For example, a supervised learning effort might supply machine learning tools with labeled pictures of cows and horses. There are two broad types of machine learning: supervised and unsupervised.

Artificial Intelligence 174

Artificial Intelligence DevOps Analytics Cloud 174

Dynatrace

SEPTEMBER 30, 2021

A cloud migration strategy, however, provides technical optimization that’s also firmly rooted in the business value chain. Migrating to the cloud is a strategy many organizations pursue to streamline and consolidate their security efforts. For example, as traffic increases, costs will too. Read eBook now!

Cloud 165

Cloud Traffic Best Practices Strategy 165

Dynatrace

JUNE 13, 2022

Open source code, for example, has generated new threat vectors for attackers to exploit. Consider, for example, the recent Log4Shell and Spring4Shell vulnerabilities. Modern observability and vulnerability management gave Avisi the secure digital transformation strategy they needed to conquer Log4Shell. Read more now.

Open Source 221

Open Source DevOps Java Innovation 221