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 238

Artificial Intelligence Cloud Best Practices DevOps 238

Dynatrace

DECEMBER 10, 2020

I recently joined two industry veterans and Dynatrace partners, Syed Husain of Orasi and Paul Bruce of Neotys as panelists to discuss how performance engineering and test strategies have evolved as it pertains to customer experience. Business events like a marketing campaign. What trends are you seeing in the industry?

Strategy 186

Strategy Performance Logistics Monitoring 186

Smashing Magazine

OCTOBER 11, 2022

Sustainable Web Development Strategies Within An Organization. Sustainable Web Development Strategies Within An Organization. For example, changing our database architecture to be more efficient could save on server costs. Michelle Barker. 2022-10-11T15:30:00+00:00. 2022-10-11T19:03:55+00:00. Accreditation. Measuring The Impact.

Strategy 124

Strategy Development Energy Website 124

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

Strategic Tech

APRIL 1, 2022

I’ve just created a new kata which you and your team/friends can use to practice your architecture and domain-driven design skills. All architecture decisions are ultimately driven by a company’s business model, so I think this is a sensible starting point. The third part of the worskhop focuses on strategy?—?how

Architecture 52

Architecture Software Architecture Strategy Design 52

Dynatrace

MAY 19, 2023

Network traffic growth is the main reason for increasing spending, largely because of the adoption of hybrid and multi-cloud architectures. It’s more complex than it sounds.” As cloud entities multiply, along with greater reliance on microservices and serverless architectures, so do the complex relationships and dependencies among them.

Network 224

Network Monitoring Performance Traffic 224

Scalegrid

MARCH 8, 2024

Executing PITR requires restoring from the full backup and then applying binary log events in sequence up to the desired point in time, with advanced techniques and third-party tools available to optimize large dataset handling and automate the recovery process. It grants access to peer into these logs’ contents.

Database 162

Database Strategy Servers Best Practices 162

Dynatrace

JANUARY 26, 2024

Additionally, as part of a proactive security strategy, the platform enables security teams to monitor everything, from end users to code in development. At a foundational level, we must understand what an ideal ZT architecture looks like. Watch the event on-demand now!

Government 221

Government Artificial Intelligence Innovation Programming 221

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

JANUARY 22, 2024

While traditional AI relies on finding correlations in data, causal AI aims to determine the precise underlying mechanisms that drive events and outcomes. Therefore, causal AI is a useful deterministic AI technique that provides concrete answers about the source of events, not probabilistic outputs.

Artificial Intelligence 216

Artificial Intelligence Healthcare Retail Government 216

Dynatrace

JULY 6, 2022

And what are the best strategies to reduce manual labor so your team can focus on more mission-critical issues? At its most basic, automating IT processes works by executing scripts or procedures either on a schedule or in response to particular events, such as checking a file into a code repository. So, what is IT automation?

Artificial Intelligence 198

Artificial Intelligence Tuning Strategy Big Data 198

Dynatrace

MAY 23, 2024

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data. This significantly increases event latency.

Engineering 189

Engineering Tuning Latency Open Source 189

Dynatrace

JANUARY 31, 2024

Retrieval-augmented generation emerges as the standard architecture for LLM-based applications Given that LLMs can generate factually incorrect or nonsensical responses, retrieval-augmented generation (RAG) has emerged as an industry standard for building GenAI applications.

Cache 212

Cache Azure Infrastructure Monitoring 212

Dynatrace

APRIL 30, 2019

At its heart it uses Istio (for traffic control) and Knative (for event driven tool orchestration) and stores all configuration in Git – following the GitOps approach. Pitometer is used to validate a deployment after it was successfully tested based on the defined testing strategy. It takes your artifacts (e.g:

Architecture 126

Architecture Open Source Azure Metrics 126

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. In a unified strategy, logs are not limited to applications but encompass infrastructure, business events, and custom metrics.

Best Practices 253

Best Practices Analytics Artificial Intelligence Infrastructure 253

Dynatrace

AUGUST 16, 2021

Automatically collect and evaluate business, service, and architectural indicator metrics to promote or roll back deployments. Below is an example workflow from this repo for a basic deployment strategy: The GitHub workflow first sets the Azure cluster credentials using the set context Action. SLO validation – ?Automatically

Software 246

Software Software Open Source Azure 246

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. Check out the guide from last year’s event.

Efficiency 284

Efficiency Performance Analytics DevOps 284

O'Reilly Software

JUNE 13, 2019

Experts explore software architecture security, design heuristics, Next Architecture, and more. Experts from across the software architecture world are coming together in San Jose for the O'Reilly Software Architecture Conference. Below you'll find links to highlights from the event. Next Architecture.

Software Architecture 89

Software Architecture Architecture Software Software 89

Strategic Tech

OCTOBER 13, 2021

If I can capture key information earlier, that gives me a good understanding of key elements of the business’s architecture, we can get to valuable conversations sooner. I’m looking at this challenge from multiple angles, and one of them is figuring out the key information I need. The product taxonomy definitions by Ross Clanton et al.

Architecture 52

Architecture Innovation Strategy Website 52

Dynatrace

NOVEMBER 20, 2023

Across the cloud operations lifecycle, especially in organizations operating at enterprise scale, the sheer volume of cloud-native services and dynamic architectures generate a massive amount of data. Causal AI is an artificial intelligence technique used to determine the precise underlying causes and effects of events. Using

AWS 217

AWS Artificial Intelligence Analytics Cloud 217

Dynatrace

JANUARY 19, 2022

Over the past 18 months, the need to utilize cloud architecture has intensified. As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to the activity in their multi-cloud environments. Modern cloud-native environments rely heavily on microservices architectures.

Artificial Intelligence 188

Artificial Intelligence DevOps Performance Games 188

Scalegrid

MARCH 28, 2024

Key Takeaways Redis offers complex data structures and additional features for versatile data handling, while Memcached excels in simplicity with a fast, multi-threaded architecture for basic caching needs. However, Redis, with its single-threaded architecture, may encounter bottlenecks with large numbers of concurrent connections.

Cache 130

Cache Storage Scalability Architecture 130

Dynatrace

DECEMBER 9, 2020

Cloud-native technologies and microservice architectures have shifted technical complexity from the source code of services to the interconnections between services. Heterogeneous cloud-native microservice architectures can lead to visibility gaps in distributed traces. Dynatrace news.

Java 242

Java Traffic Strategy Architecture 242

Dynatrace

AUGUST 25, 2023

In practice, automated workflows enable teams to move beyond application monitoring and event understanding and to take targeted action The Dynatrace unified platform converges observability and security to break down silos and empower end-to-end automation, helping teams deliver faster time to value without compromising security.

Government 213

Government Infrastructure Programming Cloud 213

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

MAY 3, 2022

Cloud observability is fast becoming an imperative as more organizations adopt multicloud IT strategies. To adapt, many are turning to AIOps and other automation technologies to solve the complex issues that accompany cloud-native architecture. Dynatrace news.

Cloud 186

Cloud DevOps Architecture Technology 186

Dynatrace

OCTOBER 4, 2022

Here are five steps to creating a modern data stack and AI strategy for observability, AIOps, and application security. Your key business objectives will drive your strategy and metrics. Collecting logs, metrics, events, and trace data is great. Systems automatically generate logs, which record events that took place.

Analytics 200

Analytics Software Software Storage 200

Dynatrace

JULY 30, 2021

One of the aspects of progressive delivery is using new zero-downtime deployment strategies such as Canary, Blue-Green, or Feature Flags. Those strategies allow development teams to decouple the tasks of deployment (rolling out a new binary to production) from releasing (making it accessible by your end-users). So – go ahead!

Cloud 238

Cloud Metrics Strategy Monitoring 238

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. This event-subscription-based integration mechanism allows you to stay tool agnostic.

DevOps 191

DevOps Cloud Testing Tools Strategy 191

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 256

AWS Efficiency Azure Cloud 256

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. After all, it’s key to sample and store traces efficiently while not missing out on important events.

AWS 221

AWS Strategy Storage Metrics 221

IO River

NOVEMBER 2, 2023

They need to deliver impeccable performance without breaking the bank.According to recent industry statistics, global streaming has seen an uptick of 30% in the past year, underscoring the importance of efficient CDN architecture strategies.  Let's delve deep into the strategies that promise optimal performance.‍1.

Architecture 52

Architecture Performance Internet Internet 52

IO River

NOVEMBER 2, 2023

They need to deliver impeccable performance without breaking the bank.According to recent industry statistics, global streaming has seen an uptick of 30% in the past year, underscoring the importance of efficient CDN architecture strategies. Let's delve deep into the strategies that promise optimal performance.‍1.

Architecture 52

Architecture Performance Internet Internet 52

Dynatrace

DECEMBER 15, 2022

To ensure resilience, ITOps teams simulate disasters and implement strategies to mitigate downtime and reduce financial loss. Start implementing your AIOps cloud strategy today with this free report: “ Developing an AIOps strategy for cloud observability.” How to modernize ITOps with AIOps.

Artificial Intelligence 211

Artificial Intelligence DevOps Hardware Virtualization 211

Dynatrace

MARCH 14, 2022

There are two main approaches to AIOps: Traditional AIOps: Machine learning models identify correlations between IT events. Thus, instead of merely correlating two or more events based on the time of their occurrence, deterministic AIOps goes deeper by identifying the underlying root cause that has triggered an event.

Healthcare 234

Healthcare Artificial Intelligence Innovation Strategy 234

Dynatrace

OCTOBER 17, 2022

Artificial intelligence for IT operations, or AIOps, combines big data and machine learning to provide actionable insight for IT teams to shape and automate their operational strategy. CloudOps includes processes such as incident management and event management. CloudOps: Applying AIOps to multicloud operations.

DevOps 205

DevOps Artificial Intelligence Healthcare Innovation 205

The Netflix TechBlog

NOVEMBER 3, 2022

The original assumptions and architectural choices were no longer viable. Overview The figure below depicts a simplified high-level architecture of a single Titus cluster (a.k.a Let’s assume a sequence of events E?…E??, The solution is to flush all the events created up to time T? it will read version E? of the data.

Cache 224

Cache Latency Traffic Systems 224