Dynatrace

JULY 25, 2023

Davis CoPilot empowers users to effortlessly create queries, data dashboards, and data notebooks using natural language and provides coding suggestions for workflow automation, reflecting the unique attributes of each customer’s hybrid and multicloud ecosystem. When a user asks a question, generative AIs create an answer word by word.

Best Practices 233

Best Practices Analytics Metrics Code 233

Dynatrace

MARCH 29, 2024

Teams require innovative approaches to manage vast amounts of data and complex infrastructure as well as the need for real-time decisions. As a result, organizations are turning to AI to automate tasks—from code development to incident response—to reduce manual effort and human error, and to boost workforce efficiency.

Artificial Intelligence 182

Artificial Intelligence DevOps Strategy Open Source 182

Dynatrace

JANUARY 22, 2024

Software project managers can optimize development processes by analyzing workflow data, such as development time, code commits, and testing phases. 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.

Artificial Intelligence 206

Artificial Intelligence Healthcare Retail Government 206

DZone

AUGUST 20, 2020

We check public transportation apps to see when the next train is arriving at the station. As part of engineering teams, we use application monitoring and cloud services (like CI and cloud infrastructure) to function, so that code changes seamlessly deploy into production.

Transportation 211

Transportation Infrastructure Cloud Monitoring 211

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. Ultimately, Zbojniewicz has saved $1.4M

Government 160

Government Infrastructure Innovation Monitoring 160

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. GPTs can also help quickly onboard team members to new development platforms and toolsets.

Innovation 259

Innovation Software Software Artificial Intelligence 259

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. According to a recent Forbes articles, Internet users are creating 2.5 Automation.

Cloud 221

Cloud Artificial Intelligence Innovation Azure 221

Dynatrace

JULY 6, 2022

IT automation is the practice of using coded instructions to carry out IT tasks without human intervention. 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. What is IT automation?

Artificial Intelligence 188

Artificial Intelligence Tuning Strategy Big Data 188

Dynatrace

JUNE 1, 2023

More than half of CIOs confirmed that they often make tradeoffs among code quality, security, and reliability to meet the need for rapid software delivery. It aims to provide a reliable platform for users to participate in live or pre-recorded workout sessions, virtual training, or fitness tutorials without interruptions.

Latency 176

Latency Website Traffic Virtualization 176

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.” . Dynatrace has always provided distributed tracing with code-level insights across the full software stack.

Cloud 244

Cloud Serverless Innovation Architecture 244

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. We go further include distributed tracing, code-level detail, user experience and even behavioral data. That ushers in IT complexity.

Artificial Intelligence 185

Artificial Intelligence Performance Innovation Speed 185

Dynatrace

JUNE 1, 2023

More than half of CIOs confirmed that they often make tradeoffs among code quality, security, and reliability to meet the need for rapid software delivery. It aims to provide a reliable platform for users to participate in live or pre-recorded workout sessions, virtual training, or fitness tutorials without interruptions.

Traffic 173

Traffic Latency Website Virtualization 173

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. Integrate toolchains and adopt an everything-as-code approach. Make SRE accessible.

Best Practices 186

Best Practices Open Source Tuning Infrastructure 186

Dynatrace

AUGUST 7, 2023

Developers use generative AI to find errors in code and automatically document their code. They can also use generative AI for cybersecurity, write prototype code, and implement complex software systems. But as the Black Hat 2023 agenda indicates, generative AI also introduces new security risks. A new CISO report explains why.

DevOps 184

DevOps Analytics Best Practices Java 184

Scalegrid

JANUARY 9, 2024

With the prevalence of cyber threats and regulatory pressures, safeguarding your enterprise’s cloud infrastructure is more critical than ever. This process involves converting regular data into a coded form, which helps to protect its privacy and guard against cyber threats.

Strategy 130

Strategy Cloud Best Practices Government 130

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 228

AWS Lambda Artificial Intelligence Serverless 228

O'Reilly

MAY 9, 2023

Using AI means auditing the outputs of AI systems to ensure that they’re fair; it means documenting the behaviors of AI models and training data sets so that users know how the data was collected and what biases are inherent in that data. Its training data and its design must both be well documented and available to the public.

Infrastructure 85

Infrastructure Government Design Tuning 85

The Netflix TechBlog

MAY 21, 2019

When code many test cases are dependent on has changed, choose the right test cases among thousands of affected tests to quickly validate the change before committing it and running extensive, and expensive, tests. Likewise it has very low requirements on the initial amount of training data. Detect a regression in a test case.

Testing 163

Testing AWS Lambda Network 163

Dynatrace

SEPTEMBER 3, 2020

Such a solution needs to collect a substantial amount of data at first for then having a dataset (training data) that an algorithm can use to learn from. Data sources typically include common infrastructure monitoring tools and second-generation APM solutions as well as other solutions. Traditional AIOps is Slow.

Software 264

Software Software Artificial Intelligence Metrics 264

The Morning Paper

JUNE 4, 2019

” That’s trillions of training and serving examples per day, across more than 700 machine learning pipelines. An ML model is trained daily on batches of data, with real queries from the previous day joined with labels to create the next day’s training data. Breck et al. Integrating data validation in ML pipelines.

Google 92

Google Code Infrastructure Best Practices 92

Dynatrace

DECEMBER 10, 2020

Change starts by thoroughly evaluating whether the current architecture, tools, and processes for configuration, infrastructure, code delivery pipelines, testing, and monitoring enable improved customer experience faster and with high quality or not. Rethinking the process means digital transformation.

Strategy 177

Strategy Performance Logistics Monitoring 177

Dynatrace

OCTOBER 14, 2021

They require extensive training, and real-user must spend valuable time filtering any false positives. training data) that the algorithm can then learn from. This means data sources typically come from disparate infrastructure monitoring tools and second-generation APM solutions. Traditional AIOps does not scale.

Artificial Intelligence 211

Artificial Intelligence DevOps Innovation Metrics 211

Percona

APRIL 14, 2023

By optimizing your code and fine-tuning your database infrastructure, you can enhance the flexibility and performance of your database environment, especially if you’re using cloud resources. Cross-train Investing in your employees is always a good idea, but expanding their skill sets can also reduce costs.

Database 83

Database Serverless Tuning Cloud 83

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. As soon as vulnerable code is detected, Dynatrace triggers an automated full analysis of the impact on your environment and provides deep insights for your security teams.

Best Practices 193

Best Practices Education Monitoring Government 193

Dynatrace

APRIL 5, 2021

Similar to AWS Lambda , Azure Functions is a serverless compute service by Microsoft that can run code in response to predetermined events or conditions (triggers), such as an order arriving on an IoT system, or a specific queue receiving a new message. Dynatrace news. What is Azure Functions? When not to use Azure Functions.

Azure 137

Azure Serverless IoT Lambda 137

IO River

NOVEMBER 2, 2023

‍Before we dive into what Terraform is, let's begin with a real-world example of how Terraform code looks and works:‍# Challenge requests coming from known Tor exit nodes.‍‍In ‍Terraform is a revolution in the way we handle infrastructure. ‍Why Manage Infrastructure by Code?‍‍If

Open Source 52

Open Source DevOps AWS Azure 52

Percona

NOVEMBER 9, 2023

It simplifies infrastructure management and is the driving force behind many cloud-native applications and services. Applications are packaged into a single, lightweight container with their dependencies, typically including the application’s code, customizations, libraries, and runtime environment.

Efficiency 104

Efficiency Cloud Healthcare Open Source 104

Dynatrace

DECEMBER 2, 2021

Organizations commonly use SLOs in production environments to ensure released code stays within error budgets. SLOs can be a great way for DevOps and infrastructure teams to use data and performance expectations to make decisions, such as whether to release, and where engineers should focus their time. What are error budgets?

Metrics 190

Metrics Best Practices DevOps Infrastructure 190

Dynatrace

SEPTEMBER 30, 2021

Generally speaking, cloud migration involves moving from on-premises infrastructure to cloud-based services. In cloud computing environments, infrastructure and services are maintained by the cloud vendor, allowing you to focus on how best to serve your customers. However, it can also mean migrating from one cloud to another.

Cloud 165

Cloud Traffic Best Practices Strategy 165

Official Blog - World Web Technology

AUGUST 27, 2023

Unlike other popular programming languages such as C or Pearl, PHP pages have HTML with embedded code with some start and end processing instructions that allow you to jump directly into and out of PHP mode. In PHP, code is directly executed on the server and generates HTML to send to the client. It further reduces the costs.

Development 98

Development Ecommerce Open Source Website 98

J. Paul Reed

JUNE 22, 2023

Here’s why: years ago, Thoughtworker Ken Mugrage and I had an interesting conversation about precisely these types of CI/CD scripts and infrastructure. Much of Copilot’s training corpus is pulled from open source projects. build / release engineer, I found it to be a fascinating one, too. A lot of heavy lifting.

Open Source 52

Open Source Engineering Infrastructure Internet 52

High Scalability

MARCH 17, 2020

Our intuitive software allows data engineers to maintain pipelines without writing code, and lets analysts gain access to data in minutes instead of months. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Check out the job opening on AngelList.

Education 105

Education Engineering Java Software Engineering 105

High Scalability

MARCH 3, 2020

Our intuitive software allows data engineers to maintain pipelines without writing code, and lets analysts gain access to data in minutes instead of months. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Check out the job opening on AngelList.

Education 114

Education Engineering Games Java 114

High Scalability

FEBRUARY 18, 2020

Our intuitive software allows data engineers to maintain pipelines without writing code, and lets analysts gain access to data in minutes instead of months. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Check out the job opening on AngelList.

Education 113

Education Engineering Games Java 113

High Scalability

APRIL 14, 2020

Our intuitive software allows data engineers to maintain pipelines without writing code, and lets analysts gain access to data in minutes instead of months. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Check out the job opening on AngelList.

Education 105

Education Software Engineering Scalability Engineering 105

High Scalability

MAY 12, 2020

Our intuitive software allows data engineers to maintain pipelines without writing code, and lets analysts gain access to data in minutes instead of months. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Check out the job opening on AngelList.

Education 102

Education Software Engineering Scalability Engineering 102

High Scalability

MARCH 24, 2020

Our intuitive software allows data engineers to maintain pipelines without writing code, and lets analysts gain access to data in minutes instead of months. More than 400 companies rely on Stream for their production feed infrastructure, this includes apps with 30 million users. Check out the job opening on AngelList.

Education 105

Education Software Engineering Engineering Big Data 105