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 248

Innovation Software Software Artificial Intelligence 248

Dynatrace

OCTOBER 14, 2022

By processing vast amounts of relevant data across domains and tiers and automatically finding relationships between systems and processes, AI becomes very good at answering even highly complex questions. Supervised learning uses already-labeled data to train algorithms for specific outputs. What is machine learning?

Artificial Intelligence 166

Artificial Intelligence DevOps Analytics Cloud 166

Dynatrace

OCTOBER 14, 2021

Gartner defines AIOps as the combination of “big data and machine learning to automate IT operations processes, including event correlation, anomaly detection, and causality determination.” They require extensive training, and real-user must spend valuable time filtering any false positives. But what is AIOps, exactly?

Artificial Intelligence 201

Artificial Intelligence DevOps Innovation Metrics 201

Dynatrace

JANUARY 31, 2024

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. The rise of data observability in DevOps Data forms the foundation of decision-making processes in companies across the globe.

DevOps 187

DevOps Analytics Airlines Metrics 187

Dynatrace

JULY 30, 2021

Three years ago, I toured through the US, Europe, and Asia giving hands-on training sessions on what I then called the “Unbreakable Delivery Pipeline Tour”. Back in 2018, we taught those DevOps concepts and implemented unbreakable pipelines for cloud-native delivery projects. Hands-on 4: Integrate into your existing DevOps automation.

Cloud 211

Cloud DevOps Azure Virtualization 211

Dynatrace

NOVEMBER 22, 2021

Its approach to serverless computing has transformed DevOps. With AIOps , practitioners can apply automation to IT operations processes to get to the heart of problems in their infrastructure, applications and code. DevOps/DevSecOps with AWS. Successful DevOps is as much about tactics as it is technology. Learn more here.

AWS 219

AWS Lambda Artificial Intelligence Serverless 219

Dynatrace

OCTOBER 5, 2022

Accurate runtime vulnerability detection and analysis tools, like Dynatrace, can help collect deep monitoring information about all the processes running on your systems, in real-time. DevSecOps builds on existing DevOps culture and practices, integrating security into every step of the software development lifecycle.

Best Practices 183

Best Practices Education Monitoring Government 183

Dynatrace

MARCH 16, 2021

While some AIOps tools offer significant benefits over manual processes, not all of them can deliver the results organizations expect. AIOps solutions offer the potential to increase observability, automate processes, and enhance value at scale. The challenge? What type of AI is the best approach for AIOps? Reduced IT spend.

Artificial Intelligence 183

Artificial Intelligence Open Source Cloud Analytics 183

Dynatrace

DECEMBER 2, 2021

And why have SLOs and SLIs become so important as teams automate processes to consistently meet SLAs and error budgets? As defined by Gartner , service-level objectives are an agreed-upon target within an SLA that must be achieved for each activity, function, and process to provide the best opportunity for customer success.

Metrics 180

Metrics Best Practices DevOps Infrastructure 180

Dynatrace

APRIL 15, 2021

Fermentation process: Steve Amos, IT Experience Manager at Vitality spoke about how the health and life insurance market is now busier than ever. The online process needed to be smooth, with no issues as it only takes one bad experience to either change provider or at least moves to the more costly route via the phone.

Speed 160

Speed Media Monitoring Engineering 160

Tasktop

JUNE 25, 2019

Architecting for flow is crucial because enterprise software delivery, by its very nature, is a broken process. The complex — and often implicit — network of teams, tools and processes that plan, build and deliver are disconnected by the role-specific tools used by teams across the ideate, create, release and operate stages. .

Speed 40

Speed Software Software DevOps 40

High Scalability

SEPTEMBER 7, 2018

Pflop/s : fully synchronous tensorflow data-parallel training; 3.3 We fairly frequently see performance get 5% or more worse over time in a single process execution. 5% might not sound like much, but it’s a huge figure when you consider that many VM optimisations aim to speed things up by 1% at most. Cars: $1 trillion.

Internet 137

Internet Internet Scalability Lambda 137

Percona

DECEMBER 27, 2023

Most organizations are embracing DevSecOps, a term that covers processes and tooling enabling security to be integrated into the application development life cycle rather than treated as a separate process. However, 17% of organizations operate security separately from DevOps, lacking any DevSecOps initiatives.

Cloud 77

Cloud Open Source Strategy Best Practices 77

Dynatrace

MARCH 10, 2021

This accurate and precise intelligence is now the type of data that can be trusted to trigger auto-remediation processes proactively. It needs to collect a substantial amount of data at the beginning to build a training dataset that an algorithm can begin to learn from. There are many other areas where AI plays a powerful role.

AWS 141

AWS Cloud Artificial Intelligence Innovation 141

Adrian Cockcroft

JUNE 2, 2023

My talk was on Innovation and Tipping Points, the first half was based on some content I’ve given before on how to get out of the way of innovation by speeding up time to value or idea to implementation. CtrlStack are building AI driven DevOps automation tools and they showed a few examples.

Social Media 98

Social Media Innovation Open Source Entertainment 98

High Scalability

JUNE 29, 2018

million : spam or automated accounts identified by Twitter per week; 1 million : facial image training set; 1/3 : industrial robots installed in China; 24% : never backup; 7 billion : BuzzFeed monthly page views; Quotable Quotes: @jason : would love to do a [link] for Immigrants -- but we might need to do it in Canada or Mexico, so that, umm.

Scalability 131

Scalability Internet Internet Wireless 131

IO River

NOVEMBER 2, 2023

It enables DevOps teams to manage, configure, and automate infrastructure in a streamlined fashion. This offers not just an audit train but an “audit trail on steroids.”‍A This offers not just an audit train but an “audit trail on steroids.”‍A So, What Exactly is Terraform?‍Terraform

Open Source 52

Open Source DevOps AWS Infrastructure 52

Testsigma

MAY 14, 2021

Provides better testing speed, since it can run 24*7. It provides better and simple disaster recovery because the process is automated. When we decide to start cloud-based testing in a project then we need to decide how we are going to manage the whole process of cloud-based testing. Cloud-based testing advantages. Conclusion.

Cloud 67

Cloud Testing Testing Tools Internet 67

IO River

NOVEMBER 2, 2023

It enables DevOps teams to manage, configure, and automate infrastructure in a streamlined fashion. This offers not just an audit train but an “audit trail on steroids.”‍A This offers not just an audit train but an “audit trail on steroids.”‍A Terraform is a revolution in the way we handle infrastructure.

Open Source 40

Open Source DevOps AWS Infrastructure 40

Tasktop

FEBRUARY 11, 2020

As with any transformation, which in reality is ongoing, investment in training is essential. Architecting not just for speed, but for visibility too, helping business owners see exactly where their requests are and when they are likely to be delivered – a dream for any PMO. With disruption comes opportunity.

Programming 69

Programming C++ Engineering DevOps 69

Testsigma

JULY 24, 2021

And to give you the power of testing with speed and for increased test efficiency — automation testing is the way to go. Learning: Sauce Labs offers comprehensive documentation for training; they also have a rich community that you can seek help from. Testsigma offers training and a knowledge base that helps in learning the tool.

Testing Tools 52

Testing Tools Mobile Testing Entertainment 52

Tasktop

SEPTEMBER 19, 2019

Digital transformations typically demand major shifts in thinking, processes and behavior across the organization. A project to product transformation leverages DevOps and Agile practices within the organization, without which it will be difficult to achieve the flexibility that a product-based organization demands.

DevOps 45

DevOps Metrics Energy Processing 45

Adrian Cockcroft

FEBRUARY 13, 2023

Provides comparison of inference workload on P4dn GPU instances vs. AWS Trainium saving 92% energy and 90% cost, and training workload on P4dn vs. AWS Inferentia 2.6x shorter training time, saving 54% energy and 75% cost. Good discussion of the embodied carbon of silicon chip production.

AWS 64

AWS Energy Architecture Programming 64

Tasktop

JUNE 20, 2019

And why, in lieu of a single tool or process, organizations need to identify and eliminate long cycles and wait times within development itself, and beyond. Clever Value Stream Architecture designs for speed, visibility and traceability and it relies on APIs and abstraction. The disconnect between the business and Agile development.

Development 45

Development DevOps Google Innovation 45

Dynatrace

JUNE 25, 2019

Despite these efforts and investments, most IT leaders would admit they are not solving problems fast enough and their need for speed is exponentially magnified in the digital world we live in of today. On top of that you have AIOps acting as the super-smart brain capable of processing these signals instantly and accurately.

Monitoring 100

Monitoring Speed Technology Technology 100

Strategic Tech

MARCH 26, 2019

It makes business sense to hire cheap programmers and put in place a standard process. The benefits you are looking for are speed and sustainability. and business innovation speed plummets. Instead, you should adopt the DORA (DevOps Research and Assessment) metrics. a key indicator of sustainability.

Software Engineering 76

Software Engineering Engineering Software Software 76

Testsigma

JANUARY 22, 2020

Replacing manual testing processes with automation testing has helped in the rapid adoption of agile methodology across software development industries. Automated testing benefits large scale projects that undergo frequent changes by speeding up the testing process and making deliveries within stipulated timeline.

Testing Tools 61

Testing Tools Programming Testing DevOps 61

Alex Russell

MAY 9, 2022

Effective managers understand that products require processes to manage, yet front-end discourse assumes that switching frameworks will introduce a golden age. When sibling teams are brought in to integrate late in the process, attention to the cumulative experience may suffer. How did it get away from the team so quickly?

Performance 86

Performance Latency Metrics Engineering 86

Tasktop

FEBRUARY 11, 2021

Most of us are trained to groom the backlog and we do a great job at it. Our Agile and DevOps methods have taught us to be disciplined and repeatable. By applying the small but mighty 5S process to our WIP in the value stream we have one of the simplest, easiest, and most cost-effective ways to improve our time-to-value.

Metrics 52

Metrics C++ Traffic DevOps 52

Tasktop

OCTOBER 29, 2019

Gene Kim’s opening remarks to a DevOps Enterprise Summit are always a welcome tonic for the IT community. Quoting Deloitte’s Jon Smart’s definition of DevOps to demonstrate his point, Gene emphasized that the audience’s focus should be on “better value sooner, safer, happier.” Bridging the divide between IT and the business.

DevOps 9

DevOps Healthcare Engineering Speed 9

Testsigma

OCTOBER 15, 2021

Integrations : Enterprises look for tools to streamline their processes – from CI/CD tools and project management tools to bug management and reports dashboards — thus, the cross-browser testing tool must support a wide range of integrations to fit into your development pipeline. Picture source: Testsigma.

Testing 52

Testing Testing Tools Analytics Website 52

Tasktop

FEBRUARY 11, 2021

Most of us are trained to groom the backlog and we do a great job at it. Our Agile and DevOps methods have taught us to be disciplined and repeatable. By applying the small but mighty 5S process to our WIP in the value stream we have one of the simplest, easiest, and most cost-effective ways to improve our time-to-value.

Metrics 40

Metrics C++ Traffic DevOps 40

High Scalability

NOVEMBER 25, 2019

Your Laptop has a filesystem used by hundreds of processes. It is limited by the disk space; it can’t expand storage elastically; it chokes if you run few I/O intensive processes or try collaborating with 100 other users. On prem data processing. Locks used for strong consistency across processes. Document store.

Architecture 52

Architecture Cache Azure Storage 52