Dynatrace

JANUARY 22, 2024

Software development. Software developers can use causal analysis to identify the root causes of bugs or application performance issues and to predict potential system failures or performance degradations. Data lakehouses can store and query structured, semi-structured, and unstructured data on low-cost infrastructure.

Artificial Intelligence 216

Artificial Intelligence Healthcare Retail Government 216

Dynatrace

FEBRUARY 1, 2024

For example, a CNBC report found that training just one LLM can cost millions of dollars, and then millions more to update. Every dollar we spend on cloud [infrastructure] is a dollar less we can spend on innovation and customer experience,” said Matthias Dollentz-Scharer, Dynatrace chief customer officer.

Cloud 219

Cloud Energy Innovation Infrastructure 219

High Scalability

DECEMBER 16, 2022

It allows users to access and use shared computing resources, such as servers, storage, and applications, on demand and without the need to manage the underlying infrastructure. This means that users only pay for the computing resources they actually use, rather than having to invest in expensive hardware and software upfront.

Cloud 201

Cloud Serverless Internet Internet 201

Dynatrace

MAY 23, 2022

We covered it all from cloud observability , infrastructure , application security , and beyond. Fierce Software Corporation has continually demonstrated its growth within the Federal Market, and we’re pleased to name them our winners of this award. Congratulations to all the team at Fierce Software on this achievement.

Games 217

Games Innovation Energy Cloud 217

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 181

Analytics Infrastructure Monitoring Cloud 181

Dynatrace

APRIL 21, 2023

Further, the toolset had been in place for 20 years resulting in high annual software maintenance and infrastructure costs. The obvious costs of tool sprawl can quickly add up, including licensing, support, maintenance, training, hardware, and often additional headcount. over five years. Register to listen to the webinar.

Government 167

Government Infrastructure Innovation Monitoring 167

Dynatrace

JUNE 1, 2023

In today’s fast-paced digital landscape, ensuring high-quality software is crucial for organizations to thrive. Service level objectives (SLOs) provide a powerful framework for measuring and maintaining software performance, reliability, and user satisfaction. But the pressure on CIOs to innovate faster comes at a cost.

Latency 185

Latency Website Traffic Virtualization 185

Dynatrace

SEPTEMBER 5, 2023

They need solutions such as cloud observability — the ability to measure a system’s current state based on the data it generates—to help them tame cloud complexity and better manage their applications, infrastructure, and data within their IT landscapes. Then we can achieve this objective of delivering software that works perfectly.”

Cloud 230

Cloud Artificial Intelligence Innovation Azure 230

Strategic Tech

MARCH 16, 2021

There are a few qualities that differentiate average from high performing software engineering organisations. Martin Fowler argues that internal quality of a software system enables new features and improvements to be delivered more sustainably. This necessitates a good understanding of the domains the software represents.

Software Engineering 80

Software Engineering Design Engineering Software 80

Dynatrace

JUNE 1, 2023

In today’s fast-paced digital landscape, ensuring high-quality software is crucial for organizations to thrive. Service level objectives (SLOs) provide a powerful framework for measuring and maintaining software performance, reliability, and user satisfaction. But the pressure on CIOs to innovate faster comes at a cost.

Traffic 173

Traffic Latency Website Virtualization 173

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 239

Programming Cloud Virtualization Technology 239

Dynatrace

JULY 25, 2023

Causal AI processes observability, security, and business data in the context of causal dependencies from Dynatrace Smartscape topology to precisely determine the needle in the haystack in continuously and dynamically updated software services. When a user asks a question, generative AIs create an answer word by word.

Best Practices 239

Best Practices Analytics Metrics Code 239

O'Reilly

NOVEMBER 28, 2023

Even with cloud-based foundation models like GPT-4, which eliminate the need to develop your own model or provide your own infrastructure, fine-tuning a model for any particular use case is still a major undertaking. Training models and developing complex applications on top of those models is becoming easier. of nonusers, 5.4%

Open Source 106

Open Source Artificial Intelligence Google Infrastructure 106

Dynatrace

SEPTEMBER 28, 2020

V endors must also have resources that help enterprises understand and implement their software solutions. The ISG report states that “Dynatrace’s software has a comprehensive set of functionalities that can help enterprises better understand the performance of cloud-native and legacy applications.

Cloud 246

Cloud Serverless Innovation Architecture 246

Dynatrace

FEBRUARY 20, 2024

Despite this, organizations continue to adopt multiple tools and software services to address their monitoring needs. In fact, according to IT research firm Gartner , global spending on software is expected to reach some $1 trillion in 2024. The financial institution was in such a situation. “We

Monitoring 157

Monitoring Education Technology Technology 157

Dynatrace

DECEMBER 8, 2022

that the Dynatrace® Software Intelligence Platform meets the strict security and compliance standards required to enable secure and flawless digital interactions and drive digital transformation initiatives at scale. Therefore, many lack training and familiarity with newer tools designed for cloud-based technologies.

Education 210

Education Government Innovation Cloud 210

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. When Amazon launched AWS Lambda in 2014, it ushered in a new era of serverless computing. A resource guide to Dynatrace and AWS for AWS re:Invent.

AWS 235

AWS Lambda Artificial Intelligence Serverless 235

Dynatrace

FEBRUARY 10, 2022

As they increase the speed of product innovation and software development, organizations have an increasing number of applications, microservices and cloud infrastructure to manage. Consider a true self-driving car as an example of how this software intelligence works. That ushers in IT complexity.

Artificial Intelligence 192

Artificial Intelligence Performance Innovation Speed 192

The Netflix TechBlog

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” mainly because of mundane reasons related to software engineering. The steps can be arbitrary Python code.

Open Source 232

Open Source AWS Infrastructure Energy 232

O'Reilly

OCTOBER 19, 2021

As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. All ML projects are software projects. In effect, the engineer designs and builds the world wherein the software operates.

DevOps 137

DevOps Software Engineering Infrastructure Open Source 137

Dynatrace

AUGUST 7, 2023

They can also use generative AI for cybersecurity, write prototype code, and implement complex software systems. Because generative AI is probabilistic in nature, its value depends on the quality of data that trains its algorithms and prompts. Developers use generative AI to find errors in code and automatically document their code.

DevOps 194

DevOps Analytics Best Practices Java 194

High Scalability

OCTOBER 24, 2022

Cloud Infrastructure Services -- An analysis of potentially anti-competitive practices by Professor Frédéric Jenny. Limit the cloud services a cloud provider can offer and you limit the quality of the software we can build. There is no structural separation as there is with a train service. They are different in kind.

Cloud 187

Cloud Hardware Infrastructure Innovation 187

The Morning Paper

JULY 7, 2019

Software engineering for machine learning: a case study Amershi et al., More specifically, we’ll be looking at the results of an internal study with over 500 participants designed to figure out how product development and software engineering is changing at Microsoft with the rise of AI and ML. ICSE’19. A general process.

Software Engineering 92

Software Engineering Engineering Software Software 92

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 178

Programming Cloud Virtualization Technology 178

The Netflix TechBlog

APRIL 26, 2022

We built Axion primarily to remove any training-serving skew and make offline experimentation faster. We make sure there is no training/serving skew by using the same data and the code for online and offline feature generation. Our machine learning models train on several weeks of data.

Storage 187

Storage Design Scalability Latency 187

Scalegrid

JANUARY 12, 2024

This article analyzes cloud workloads, delving into their forms, functions, and how they influence the cost and efficiency of your cloud infrastructure. Executing cutting-edge intelligent apps’ deployment after successful training becomes much easier thanks primarily to this functionality made possible! Additionally.

Cloud 130

Cloud Virtualization Storage Efficiency 130

Percona

OCTOBER 20, 2023

Communication and training: Keep all stakeholders informed about the progress and changes throughout the migration process. Provide training to staff members, DBAs, and developers to ensure they are well-prepared for the transition. but, in short, open source software is no more or less secure than proprietary software.

Open Source 88

Open Source Database Best Practices Strategy 88

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. Update your software. Vulnerability management is the practice of identifying, prioritizing, correcting, and reporting software vulnerabilities. What does that mean?

Best Practices 203

Best Practices Education Monitoring Government 203

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 198

Artificial Intelligence Tuning Strategy Big Data 198

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 274

AWS Cloud IoT Database 274

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. This includes servers, applications, software platforms, and websites. Get ready for actionable insights that balance technical depth with practical advice.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

OCTOBER 14, 2021

Such a modern approach to AIOps serves the full software delivery life cycle and addresses the volume, velocity, and complexity of modern multicloud environments. They require extensive training, and real-user must spend valuable time filtering any false positives. training data) that the algorithm can then learn from.

Artificial Intelligence 221

Artificial Intelligence DevOps Innovation Metrics 221

Dynatrace

JULY 6, 2022

Organizations that have achieved SRE maturity have a better handle on the state of their infrastructure, the ability to tie reliability metrics more tightly to business objectives, and the means to ensure a consistent and responsive customer experience. Dynatrace’s 2022 State of SRE Report surveyed 450 SREs across the globe.

Best Practices 196

Best Practices Open Source Tuning Infrastructure 196

Dynatrace

JANUARY 31, 2022

As a result, instead of losing issues in the noise, DevOps and engineering teams can pinpoint problems and optimize performance across serverless platforms to deliver better software. Simply put, cloud-based serverless architecture helps teams maximize performance while also reducing the cost of maintaining IT infrastructure.

Serverless 185

Serverless Architecture Open Source Innovation 185

The Netflix TechBlog

NOVEMBER 29, 2023

A vital aspect of such development is subjective testing with HDR encodes in order to generate training data. Join us and be a part of the amazing team that brought you this tech-blog; open positions: Software Engineer, Cloud Gaming Software Engineer, Live Streaming References [1] L. Krasula, A. Choudhury, S. Malfait, A.

Open Source 252

Open Source Software Engineering Internet Internet 252

Percona

DECEMBER 27, 2023

At Percona, we observe a growing trend among companies utilizing Kubernetes as a means to offer services to their teams, fostering expedited software delivery and driving business growth. Oftentimes, it is a pillar of modern infrastructure strategy to avoid cloud vendor lock-in.

Cloud 80

Cloud Open Source Strategy Best Practices 80

The Morning Paper

FEBRUARY 27, 2020

Gandalf: an intelligent, end-to-end analytics service for safe deployment in cloud-scale infrastructure , Li et al., Modern software systems at scale are incredibly complex ever changing environments. This paper describes Gandalf, the software deployment monitor in production at Microsoft Azure for the past eighteen months plus.

Analytics 68

Analytics Infrastructure Cloud Hardware 68