Dynatrace

JANUARY 4, 2024

Traditional analytics and AI systems rely on statistical models to correlate events with possible causes. While this approach can be effective if the model is trained with a large amount of data, even in the best-case scenarios, it amounts to an informed guess, rather than a certainty. That’s where causal AI can help.

Government 212

Government Analytics Benchmarking Storage 212

Dynatrace

NOVEMBER 3, 2023

address these limitations and brings new monitoring and analytical capabilities that weren’t available to Extensions 1.0: are automatically distributed to a group of ActiveGates, balancing the load automatically and switching workloads in case of infrastructure failure, to assure continued monitoring execution. Extensions 2.0

Technology 255

Technology Technology Scalability Availability 255

The Netflix TechBlog

APRIL 29, 2019

An easy, though imprecise, way of thinking about Netflix infrastructure is that everything that happens before you press Play on your remote control (e.g., Various software systems are needed to design, build, and operate this CDN infrastructure, and a significant number of them are written in Python. are you logged in?

Open Source 280

Open Source Network Infrastructure Big Data 280

Dynatrace

AUGUST 27, 2020

Missing operational insights, lack of context, and limited understanding of cloud service dependencies making it almost impossible to find the root cause of customer-facing application issues or underlying infrastructure problems. AWS IoT Analytics. AWS Elastic Beanstalk. AWS Elemental MediaPackage. Amazon Neptune. Amazon GameLift.

AWS 275

AWS Cloud IoT Database 275

Dynatrace

JANUARY 31, 2024

Augmenting LLM input in this way reduces apparent knowledge gaps in the training data and limits AI hallucinations. The LLM then synthesizes the retrieved data with the augmented prompt and its internal training data to create a response that can be sent back to the user. million AI server units annually by 2027, consuming 75.4+

Cache 215

Cache Azure Infrastructure Monitoring 215

Dynatrace

MAY 24, 2021

In recognition of partner architects, engineers, administrators, consultants, and delivery roles that invest in formal Dynatrace training and certification, we launched Pro Club as an exclusive community for those who achieve Dynatrace Professional certification. Training & Certification Award: Accenture. Partner Pro Club.

Programming 241

Programming Cloud Virtualization Technology 241

Dynatrace

SEPTEMBER 28, 2020

to help enterprises go from seeing a problem to understanding where it came from – connecting application workloads, infrastructure, and digital experience, in ways that few other players in the market can offer.” . The company has invested significantly in providing a single-pane-of-glass experience ?

Cloud 246

Cloud Serverless Innovation Architecture 246

Dynatrace

JULY 25, 2023

Generative AI drives productivity through AI-powered analytics and automation for all members of your organization. Large language models (LLMs), which are the foundation of generative AIs, are neural networks: they learn, summarize, and generate content based on training data. This AI also triggers automated remediation actions.

Best Practices 241

Best Practices Analytics Metrics Code 241

Dynatrace

NOVEMBER 18, 2024

On top of this, organizations are often unable to accurately identify root causes across their dispersed and disjointed infrastructure. The process should include training technical and business users to maximize the value of the platform so they can access, ingest, analyze, and act on the new observability approach.

Strategy 182

Strategy Innovation Cloud Efficiency 182

Dynatrace

AUGUST 27, 2024

Delivering financial services requires a complex landscape of applications, hybrid cloud infrastructure, and third-party vendors. Dynatrace Security Analytics can also improve the effectiveness and efficiency of threat hunts. Here are some of the key hurdles that institutions need to overcome: Complex digital ecosystems.

Best Practices 276

Best Practices Government DevOps Analytics 276

Dynatrace

SEPTEMBER 21, 2023

Research from 2020 suggests that training a single LLM generates around 300,000 kg of carbon dioxide emissions—equal to 125 round-trip flights from New York to London. As we onboard more customers, the platform requires more infrastructure, leading to increased carbon emissions. This adoption will further impact carbon emissions.

Energy 245

Energy Cloud Airlines Strategy 245

Dynatrace

JANUARY 31, 2024

This unified approach reduces the total cost of ownership (TCO), cutting down on the overhead costs associated with managing multiple standalone tools and training costs and simplifying procurement and vendor management. Infrastructure monitoring mode offers the same capabilities except tracing and profiling.

Analytics 184

Analytics Infrastructure Monitoring Cloud 184

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. With AIOps , practitioners can apply automation to IT operations processes to get to the heart of problems in their infrastructure, applications and code.

AWS 237

AWS Lambda Artificial Intelligence Serverless 237

Dynatrace

JUNE 14, 2023

And specifically, how Dynatrace can help partners deliver multicloud performance and boundless analytics for their customers’ digital transformation and success. Cloud-native apps and infrastructure There is strong traction within the market helping customers to better adopt cloud-native environments with speed and confidence.

Programming 192

Programming Best Practices Innovation Analytics 192

Dynatrace

JANUARY 22, 2024

The logs, metrics, traces, and other metadata that applications and infrastructure generate have historically been captured in separate data stores, creating poorly integrated data silos. Data lakehouses can store and query structured, semi-structured, and unstructured data on low-cost infrastructure.

Artificial Intelligence 220

Artificial Intelligence Healthcare Retail Government 220

Dynatrace

OCTOBER 3, 2024

Therefore, platform engineering emerges as a discipline for a holistic approach to software, infrastructure and delivery, with a relentless aim to automate. ” Dynatrace observability provides AI, analytics, and automation that integrates with platform engineering, continuous delivery, and automated operations.

Availability 236

Availability DevOps Analytics Cloud 236

Dynatrace

FEBRUARY 26, 2024

This presentation showcased the Dynatrace Platform capabilities, leveraging contextual analytics and AI to automate problem solving across observability, security, and business functions. Empowering partners for success During this year’s Partner Summit, Dynatrace hosted several key sessions for partners, including: Dynatrace on Dynatrace.

Artificial Intelligence 206

Artificial Intelligence IoT Programming Innovation 206

High Scalability

JANUARY 11, 2022

FUN FACT : In this talk , Rodrigo Schmidt, director of engineering at Instagram talks about the different challenges they have faced in scaling the data infrastructure at Instagram. We can use deep neural networks which would take the several features (> 100K dense features) which we require for training the model.

Design 334

Design Media Storage Logistics 334

Dynatrace

JANUARY 31, 2024

Data observability is crucial to analytics and automation, as business decisions and actions depend on data quality. In the age of AI, data observability has become foundational and complementary to AI observability, data quality being essential for training and testing AI models.

DevOps 203

DevOps Analytics Airlines Metrics 203

Dynatrace

MAY 17, 2023

GPT (generative pre-trained transformer) technology and the LLM-based AI systems that drive it have huge implications and potential advantages for many tasks, from improving customer service to increasing employee productivity.

Innovation 273

Innovation Software Software Artificial Intelligence 273

Dynatrace

MAY 24, 2021

In recognition of partner architects, engineers, administrators, consultants, and delivery roles that invest in formal Dynatrace training and certification, we launched Pro Club as an exclusive community for those who achieve Dynatrace Professional certification. Training & Certification Award: Accenture. Partner Pro Club.

Programming 181

Programming Cloud Virtualization Technology 181

Dynatrace

JULY 6, 2022

With ever-evolving infrastructure, services, and business objectives, IT teams can’t keep up with routine tasks that require human intervention. AI that is based on machine learning needs to be trained. How organizations benefit from automating IT practices. This results in outages, increased costs, and frustrated customers.

Artificial Intelligence 202

Artificial Intelligence Tuning Strategy Big Data 202

Dynatrace

OCTOBER 14, 2022

Therefore, organizations are increasingly turning to artificial intelligence and machine learning technologies to get analytical insights from their growing volumes of data. AI applies advanced analytics and logic-based techniques to interpret data and events, support and automate decisions, and even take intelligent actions.

Artificial Intelligence 186

Artificial Intelligence DevOps Analytics Cloud 186

Dynatrace

MARCH 16, 2021

Artificial intelligence operations (AIOps) is an approach to software operations that combines AI-based algorithms with data analytics to automate key tasks and suggest solutions for common IT issues, such as unexpected downtime or unauthorized data access. Here’s how. What is AIOps and what are the challenges?

Artificial Intelligence 203

Artificial Intelligence Open Source Cloud Analytics 203

Dynatrace

JANUARY 31, 2022

The cloud-based, on-demand execution model of serverless architecture helps teams innovate more efficiently and effectively by removing the burden of managing the underlying infrastructure. Simply put, cloud-based serverless architecture helps teams maximize performance while also reducing the cost of maintaining IT infrastructure.

Serverless 189

Serverless Architecture Open Source Innovation 189

The Netflix TechBlog

MAY 21, 2019

We thought that reinforcement learning would be a promising approach that could provide great flexibility in the training process. Likewise it has very low requirements on the initial amount of training data. We needed a way to run agents and tie the runs to the internal infrastructure for analytics, reporting, and visualizations.

Testing 164

Testing AWS Lambda Network 164

Dynatrace

DECEMBER 8, 2022

Therefore, many lack training and familiarity with newer tools designed for cloud-based technologies. It combines broad and deep observability and continuous runtime application security with advanced AI and contextual analytics to provide precise answers and intelligent automation from data at enormous scale.

Education 214

Education Government Innovation Cloud 214

Dynatrace

FEBRUARY 28, 2022

They found that students who prepared with microlearning prior to attending expert-led training asked more advanced questions of their live instructor, and didn’t need to focus on as much of the basics. They needed a flexible approach to quickly enable their diverse employees at scale. Aligned to the Dynatrace Platform.

Virtualization 213

Virtualization Education Cloud Monitoring 213

All Things Distributed

OCTOBER 25, 2018

Those looking to comply with the upcoming Protection of Personal Information Act (POPIA) will have access to secure infrastructure that meets the most rigorous international compliance standards. We already have 55 Availability Zones across 19 infrastructure regions that customers can use today.

AWS 167

AWS Cloud Education Programming 167

Dynatrace

AUGUST 7, 2023

Because generative AI is probabilistic in nature, its value depends on the quality of data that trains its algorithms and prompts. Learn more about securing modern applications and infrastructure and how to integrate security analytics into your DevSecOps initiative with the following resources.

DevOps 198

DevOps Analytics Best Practices Java 198

Dynatrace

NOVEMBER 15, 2021

DEM helps teams understand the context of what’s going on amid the interactions happening across the multitude of apps, services, and infrastructure of your multicloud environment. Dynatrace offers comprehensive digital experience monitoring and business analytics that drive to the heart of the user journey.

Mobile 229

Mobile Social Media Monitoring Metrics 229

Dynatrace

MAY 8, 2023

However, digital transformation requires significant investment in technology infrastructure and processes. As a result, a successful digital transformation strategy requires that organizations make changes to organizational culture and provide employee training. federal agency.

Strategy 186

Strategy Retail DevOps Traffic 186

Dynatrace

OCTOBER 14, 2021

They require extensive training, and real-user must spend valuable time filtering any false positives. A comprehensive, modern approach to AIOps is a unified platform that encompasses observability, AI, and analytics. training data) that the algorithm can then learn from. What are the components of a modern AIOps solution?

Artificial Intelligence 224

Artificial Intelligence DevOps Innovation Metrics 224

Dynatrace

OCTOBER 5, 2022

The Cybersecurity and Infrastructure Security Agency (CISA) and National Cybersecurity Alliance (NCA) state that cyber security is truly about the people. Teams should be trained on security concerns in addition to their typical responsibilities. What is Cybersecurity Awareness Month all about? What does that mean?

Best Practices 206

Best Practices Education Monitoring Government 206

CSS Wizardry

OCTOBER 27, 2018

My involvement with clients here is usually workshops and training: teaching developers the knowledge and tooling required to effectively conduct performance audits, and making teams self-sufficient. How: RUM tooling, analytics, monitoring. Who: Engineers. When: During development. Who: Engineers, Product Owners, Marketing.

Performance Testing 198

Performance Testing Testing Performance Strategy 198

The Netflix TechBlog

JANUARY 10, 2024

Reloaded was created as a single monolithic system, where developers from various media teams in ET and our platform partner team Content Infrastructure and Solutions (CIS)¹ worked on the same codebase, building a single system that handled all media assets. This drove the approach of the “release train”.

Processing 240

Processing Media Latency Innovation 240

All Things Distributed

DECEMBER 13, 2016

In November 2015, Amazon Web Services announced that it would launch a new AWS infrastructure region in the United Kingdom. Today, I'm happy to announce that the AWS Europe (London) Region, our 16th technology infrastructure region globally, is now generally available for use by customers worldwide.

AWS 157

AWS Cloud Artificial Intelligence IoT 157