Dynatrace

OCTOBER 4, 2022

For IT infrastructure managers and site reliability engineers, or SREs , logs provide a treasure trove of data. But on their own, logs present just another data silo as IT professionals attempt to troubleshoot and remediate problems. Further, these resources support countless Kubernetes clusters and Java-based architectures.

Analytics 220

Analytics Storage Infrastructure Metrics 220

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.

Engineering 145

Engineering Tuning Latency Open Source 145

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

Dynatrace

JUNE 15, 2023

Incorporating cloud application security practices is an effective way for organizations to avoid application security risks, ensure a smoothly running software development lifecycle (SDLC), and establish an overall strong security posture. However, open source software is often a vector for security vulnerabilities.

Cloud 176

Cloud Open Source Architecture Monitoring 176

Dynatrace

AUGUST 25, 2023

Program staff depend on the reliable functioning of critical program systems and infrastructure to provide the best service delivery to the communities and citizens HHS serves, from newborn infants to persons requiring health services to our oldest citizens. Both can result in lost productivity for IT teams and staff in the field.

Government 202

Government Infrastructure Programming Cloud 202

Dynatrace

NOVEMBER 11, 2021

As a result, reliance on cloud computing for infrastructure and application development has increased during the pandemic era. First, cloud environments present substantial observability issues given their increasing complexity and dynamism. AWS re:Invent 2021: Modernizing for cloud-native environments. at Venetian Delfino 4006.

AWS 212

AWS Cloud Lambda Azure 212

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

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. ” According to Google, “SRE is what you get when you treat operations as a software problem.”

Engineering 254

Engineering DevOps Government Latency 254

Dynatrace

AUGUST 5, 2022

Organizations are also finding that these security tools are not up to par with the increasing speed of software delivery. It helps organizations keep up with the high velocity of software releases and the complexity of multi-cloud environments. A few years ago, IT teams typically would release new software only a few times a year.

DevOps 206

DevOps Cloud Best Practices Open Source 206

Strategic Tech

MARCH 16, 2021

There are a few qualities that differentiate average from high performing software engineering organisations. I believe that attitude towards the design of code and architecture is one of them. Martin Fowler argues that internal quality of a software system enables new features and improvements to be delivered more sustainably.

Software Engineering 80

Software Engineering Design Engineering Software 80

Dynatrace

JUNE 9, 2023

Data scale and silos present challenges to DevOps maturity DevOps teams often run into problems trying to drive better data-driven decisions with observability and security data. Research has found that 99% of organizations have embraced a multicloud architecture. What is DevOps maturity?

DevOps 183

DevOps Analytics Storage Metrics 183

Percona

JUNE 22, 2023

Defining high availability In general terms, high availability refers to the continuous operation of a system with little to no interruption to end users in the event of hardware or software failures, power outages, or other disruptions. It also supports the flexibility and scalability of the database infrastructure.

Availability 107

Availability Database Open Source Hardware 107

Strategic Tech

JANUARY 24, 2021

Shared identity services and product branding providing a more consistent experience, and shared infrastructure can enable greater productivity. Individual teams may be full-stack/end-to-end or dedicated presentation/domain teams. An Experience Group is a collection of teams which handle only experience and presentation concerns.

Architecture 98

Architecture Mobile Infrastructure Cloud 98

Dynatrace

DECEMBER 2, 2020

As more organizations transition to distributed services, IT teams are experiencing the limitations of traditional monitoring tools, which were designed for yesterday’s monolithic architectures. The architects and developers who create the software must design it to be observed. Observability defined.

DevOps 151

DevOps Monitoring Cloud Artificial Intelligence 151

Strategic Tech

JUNE 2, 2021

Modernizing an architecture usually take years. This presents technology leaders with one of the most difficult modernization challenges: where to start and in which order to modernize? In the Architecture Modernization Sequencing Grid, this is the bottom right corner. Starting with something brand new defers these discoveries.

Architecture 52

Architecture Infrastructure Technology Technology 52

Dynatrace

MAY 31, 2021

Although Kubernetes simplifies application development while increasing resource utilization, it is a complex system that presents its own challenges. What challenges does it present, and how can you overcome them? DevOps and continuous delivery: A revolution in processes, and the way people and software delivery teams work.

Virtualization 133

Virtualization DevOps Infrastructure Cloud 133

Scalegrid

FEBRUARY 8, 2024

Distributed Storage Architecture Distributed storage systems are designed with a core framework that includes the main system controller, a data repository for the system, and a database. This process effectively duplicates essential parts of information to safeguard against potential loss.

Storage 130

Storage Systems Big Data Azure 130

Dynatrace

FEBRUARY 4, 2021

Site reliability engineering (SRE) is the practice of applying software engineering principles to operations and infrastructure processes to help organizations create highly reliable and scalable software systems. ” According to Google, “SRE is what you get when you treat operations as a software problem.”

Engineering 175

Engineering DevOps Government Latency 175

Dynatrace

FEBRUARY 15, 2023

Further, it presents data in intuitive, user-friendly ways to enable data gathering, analysis, and collaboration among far-flung teams. Why teams struggle with the volume and variety of cloud data Modern cloud-native environments can present compound problems that often hamper teams across the organization in meeting business objectives.

Analytics 130

Analytics Storage Cloud DevOps 130

Percona

JULY 7, 2023

Unfortunately, using certain open source database software as part of an HA architecture can present significant challenges. Despite all its upside, PostgreSQL software presents such challenges. Without enough infrastructure (physical or virtualized servers, networking, etc.),

Availability 83

Availability Open Source Architecture Database 83

Dynatrace

DECEMBER 24, 2020

As organizations update their IT environments with the latest cloud-native technologies and architectures, teams need to weigh the effectiveness of traditional monitoring vs. modern, observability-based solutions to decide how to solve their existing challenges amid the growing complexity of their dynamic, multi-cloud environments.

DevOps 243

DevOps Infrastructure Cloud Monitoring 243

O'Reilly Software

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Likewise, the term "architect" didn't enter popular usage to describe a role in the software field until the late 1990s. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved.

Strategy 100

Strategy Architecture Technology Technology 100

Dynatrace

AUGUST 7, 2023

They can also use generative AI for cybersecurity, write prototype code, and implement complex software systems. Second, for causal AI to provide a deep and rich context to unleash GPT’s full potential for software delivery and productivity use cases.” See how incorporating security practices into delivery workflows pays off.

DevOps 184

DevOps Analytics Best Practices Java 184

Dynatrace

MAY 15, 2020

For Federal, State and Local agencies to take full advantage of the agility and responsiveness of a DevOps approach to the software lifecycle, Security must also play an integral role across lifecycle stages. Modern DevOps permits high velocity development cycles resulting in weekly, daily, or even hourly software releases.

Government 225

Government DevOps Infrastructure Network 225

Dynatrace

NOVEMBER 6, 2023

“Dynatrace provides improved visibility into the code running the OneStream platform on Microsoft Azure, enabling our engineering teams to constantly improve the user experiences our customers have grown to trust,” said Ryan Berry, SVP of Architecture at OneStream.

Azure 179

Azure Analytics Artificial Intelligence Innovation 179

Dynatrace

JULY 6, 2022

As organizations continue to adopt multicloud strategies, the complexity of these environments grows, increasing the need to automate cloud engineering operations to ensure organizations can enforce their policies and architecture principles. Automating IT practices without integrated AIOps presents several challenges.

Artificial Intelligence 188

Artificial Intelligence Tuning Strategy Big Data 188

Dynatrace

MAY 4, 2022

These cloud initiatives also allow DevOps teams to release software more frequently without sacrificing quality. As part of its Distributed Cloud research series , the Enterprise Strategy Group (ESG) surveyed 387 North American IT professionals responsible for managing application infrastructure.

Cloud 182

Cloud DevOps Strategy Monitoring 182

Dynatrace

OCTOBER 14, 2022

Log data provides a unique source of truth for debugging applications, optimizing infrastructure, and investigating security incidents. All this is easier said than done because: Kubernetes-based dynamic architecture is becoming the norm. Dynamic landscape and data handling requirements result in manual work. Host group.

Storage 226

Storage Government Network Infrastructure 226

Dynatrace

DECEMBER 22, 2021

They are particularly important in distributed systems, such as microservices architectures. With limited visibility, teams have a narrow understanding of how those decisions impact other software components and vice-versa. Observability platforms are becoming essential as the complexity of cloud-native architectures increases.

Artificial Intelligence 177

Artificial Intelligence Metrics Architecture DevOps 177

The Netflix TechBlog

SEPTEMBER 13, 2021

The first was that there were too many security things that each software team needed to think about?—?things Supporting developers through those checklists for edge cases, and then validating that each team’s choices resulted in an architecture with all the desired security properties, was similarly not scalable for our security engineers.

Internet 220

Internet Internet Cloud Traffic 220

Dynatrace

MARCH 22, 2021

Yet as software environments become more complex, there are more ways than ever for malicious actors to exploit vulnerabilities, even in the application development and delivery pipeline. Why application security measures are failing. Security happens during, not after development. The result is security by design.

DevOps 154

DevOps Speed Infrastructure Best Practices 154

Dynatrace

JANUARY 31, 2022

The DevOps approach to developing software aims to speed applications into production by releasing small builds frequently as code evolves. As part of the continuous cycle of progressive delivery, DevOps teams are also adopting shift-left and shift-right principles to ensure software quality in these dynamic environments.

DevOps 201

DevOps Testing Monitoring Speed 201

Dynatrace

JANUARY 31, 2022

The DevOps approach to developing software aims to speed applications into production by releasing small builds frequently as code evolves. As part of the continuous cycle of progressive delivery, DevOps teams are also adopting shift-left and shift-right principles to ensure software quality in these dynamic environments.

DevOps 195

DevOps Testing Monitoring Speed 195

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. Here, we’ll discuss the AIOps landscape as it stands today and present an alternative approach that truly integrates artificial intelligence into the DevOps process.

Artificial Intelligence 211

Artificial Intelligence DevOps Innovation Metrics 211

Dynatrace

AUGUST 2, 2022

Traditional approaches to application security struggle to keep up with the complexity presented by cloud-native environments and rapid software release cycles. To address this, organizations are integrating DevOps and security, or “DevSecOps,” to detect and respond to software flaws in production faster and with more efficiency.

DevOps 130

DevOps Strategy Open Source Java 130

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. Metaflow is comprehensively documented at docs.metaflow.org.

Open Source 232

Open Source AWS Infrastructure Energy 232

Adrian Cockcroft

FEBRUARY 13, 2023

COM201 Being ethical in tech: Sustainability tips for work and life — no video, but here is a video of Aerin Booth presenting an earlier version of the talk. Good example, well presented interesting new material. Engaging presentation on an important topic, with some good advice on optimizing ML workloads.

AWS 64

AWS Energy Architecture Programming 64