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. Dynatrace news. What is site reliability engineering? SRE drives a “shift left” mindset. Solving for SR.

Engineering 260

Engineering DevOps Government Latency 260

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 234

Analytics Storage Infrastructure Metrics 234

Dynatrace

NOVEMBER 30, 2022

Complexity and data volume for IT infrastructure soars to new heights. The volume of data and events grows in tandem with the rising complexity of IT infrastructure. Monitoring modern IT infrastructure is difficult, sometimes impossible, without advanced network monitoring tools.

Network 234

Network Infrastructure Metrics Monitoring 234

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 225

AWS Cloud Lambda Azure 225

The Netflix TechBlog

APRIL 12, 2022

In a federated graph architecture, how can we answer such a query given that each entity is served by its own service? Architecture Putting this all together, below you can see a simplified view of the architecture. By transacting with a database which is monitored by a CDC connector that creates events, or b.

Engineering 273

Engineering Architecture Java Infrastructure 273

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 256

DevOps Cloud Infrastructure Monitoring 256

Dynatrace

JANUARY 31, 2024

Monitoring SAP products can present challenges Monitoring SAP systems can be challenging due to the inherent complexity of using different technologies—such as ABAP, Java, and cloud offerings—and the sheer amount of generated data. SAP HANA server infrastructure monitored with OneAgent. Architectural overview.

Java 202

Java Analytics Best Practices Monitoring 202

Dynatrace

MAY 2, 2024

Additionally, blind spots in cloud architecture are making it increasingly difficult for organizations to balance application performance with a robust security posture. At this year’s RSA conference, taking place in San Francisco from May 6-9, presenters will explore ideas such as redefining security in the age of AI.

Artificial Intelligence 242

Artificial Intelligence Cloud Best Practices DevOps 242

The Netflix TechBlog

NOVEMBER 12, 2024

Today, we’re excited to present the Distributed Counter Abstraction. In this context, they refer to a count very close to accurate, presented with minimal delays. However, this category requires near-immediate access to the current count at low latencies, all while keeping infrastructure costs to a minimum.

Latency 253

Latency Cache Infrastructure Strategy 253

Dynatrace

MAY 15, 2020

Overcoming the barriers presented by legacy security practices that are typically manually intensive and slow, requires a DevSecOps mindset where security is architected and planned from project conception and automated for speed and scale throughout where possible. And this poses a significant risk.

Government 239

Government DevOps Infrastructure Network 239

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. Partners play a crucial role in driving cloud migrations and digital transformation for customers, ensuring return on their investments are realized.

Artificial Intelligence 206

Artificial Intelligence IoT Programming Innovation 206

Dynatrace

AUGUST 30, 2019

Infrastructure Optimization: 100% improvement in Database Connectivity. Reducing performance and architectural issues in their backend system gave them a 99% performance improvement! A highly distributed architecture like this has a lot of potential for performance and architectural hotspots.

Cache 205

Cache Database Architecture Government 205

Dynatrace

FEBRUARY 12, 2024

The various presenters in this session aligned platform engineering use cases with the software development lifecycle. He goes on to review the following newly launched capabilities from Dynatrace: Infrastructure & Operations app. The app offers a consolidated overview across data centers and all monitored hosts.

Engineering 194

Engineering Development Infrastructure Cloud 194

Dynatrace

JANUARY 31, 2024

While off-the-shelf models assist many organizations in initiating their journeys with generative AI (GenAI), scaling AI for enterprise use presents formidable challenges. Figure 1: Sample RAG architecture While this approach significantly improves the response quality of GenAI applications, it also introduces new challenges.

Cache 215

Cache Azure Infrastructure Monitoring 215

Dynatrace

SEPTEMBER 28, 2020

I wanted to present as much information as possible. This is where the consolidated API, which I presented in my last post , comes into play. Lightweight architecture. Real-time problem visualization of lots of environments. Everybody should be able to understand what’s going on without a long introduction or user manual.

Storage 217

Storage Architecture Tuning Efficiency 217

InfoQ

FEBRUARY 29, 2024

Billy Lynch, Zack Newman discuss the architecture and internals of Sigstore and keyless signing, along with the security considerations that drove the design. By Billy Lynch, Zack Newman

Infrastructure 73

Infrastructure Scalability Software Software 73

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 216

Government Infrastructure Programming Cloud 216

The Netflix TechBlog

JANUARY 10, 2024

This architecture shift greatly reduced the processing latency and increased system resiliency. Several promising ideas were abandoned owing to the outsized work needed to overcome architectural limitations. The microservice architecture provides strong decoupling between services.

Processing 240

Processing Media Latency Innovation 240

Dynatrace

DECEMBER 12, 2024

For executives, these directives present several challenges, including compliance complexity, resource allocation for continuous monitoring, and incident reporting. Configuration and Compliance , adding the configuration layer security to both applications and infrastructure and connecting it to compliance.

Analytics 214

Analytics Government Efficiency Innovation 214

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

AUGUST 5, 2022

DevSecOps presents organizations that are already practicing DevOps with an alternate, more proactive perspective on security. But as more organizations adopt cloud-native and multicloud architecture, teams are now releasing software more frequently and running into operational complexities, including critical security risks.

DevOps 220

DevOps Cloud Best Practices Open Source 220

The Netflix TechBlog

SEPTEMBER 13, 2021

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. You’ll hear from two teams here: first Application Security, and then Cloud Gateway.

Internet 229

Internet Internet Cloud Traffic 229

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 240

Storage Government Network Monitoring 240

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 sheer volume of a modern enterprise’s data presents a challenge to those tasked with monitoring it, says Gartner.

DevOps 158

DevOps Monitoring Cloud Artificial Intelligence 158

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?” Our job as a Machine Learning Infrastructure team would therefore not be mainly about enabling new technical feats.

Open Source 239

Open Source AWS Infrastructure Energy 239

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. Dynatrace news. A major goal of SRE is to reduce duplication or redundancy of effort as much as possible. Solving for SR.

Engineering 188

Engineering DevOps Government Latency 188

O'Reilly Software

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved. Everyone who goes to architecture school learns his work. It must be beautiful, like Venus, inspiring love.

Strategy 100

Strategy Architecture Technology Technology 100

Scalegrid

MARCH 14, 2024

Key Takeaways A hybrid cloud platform combines private and public cloud providers with on-premises infrastructure to create a flexible, secure, cost-effective IT environment that supports scalability, innovation, and rapid market response. The architecture usually integrates several private, public, and on-premises infrastructures.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

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 202

Artificial Intelligence Tuning Strategy Big Data 202

The Netflix TechBlog

OCTOBER 8, 2024

In previous blog posts, we introduced the Key-Value Data Abstraction Layer and the Data Gateway Platform , both of which are integral to Netflix’s data architecture. However, storing and querying such data presents a unique set of challenges: High Throughput : Managing up to 10 million writes per second while maintaining high availability.

Latency 242

Latency Storage Traffic Tuning 242

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

SEPTEMBER 27, 2024

Overview page of the Pipeline Observability app Thanks to the open and composable platform architecture and the provided toolset, building a custom app that runs natively within Dynatrace was straightforward and efficient. Traceability: Present executed pipeline as trace. Normalization of data on ingest.

Government 199

Government DevOps Azure Scalability 199

Dynatrace

MARCH 11, 2021

During the implementation of the real-time visualization I presented in part three , I had an idea for another visualization; I wanted to visualize the number of detected problems globally, for a longer timeframe. For this visualization I used the same backend architecture as for the real-time visualization I presented previously.

Tuning 264

Tuning Architecture Monitoring Big Data 264

Dynatrace

OCTOBER 2, 2024

Logs are presented in the context of the applications that generate them, with the capability to run queries and open queried log entries directly in the Logs app. This architecture also means you’re not required to determine your log data use cases beforehand or while analyzing logs within the new Logs app.

Azure 186

Azure DevOps Infrastructure Cloud 186

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.

DevOps 196

DevOps Analytics Storage Metrics 196

Dynatrace

FEBRUARY 3, 2020

Mid-January, Keptn was included in the CNCF Landscape for Continuous Delivery and at the same time, Avodaq presented the How Keptn solves their challenges moving to Cloud Native & K8S (watch it on YouTube). But – what if the new version has performance, scalability or architectural flaws and therefore should never reach production?

Cloud 232

Cloud Open Source Google Scalability 232

Dynatrace

MAY 8, 2023

Consumers expect personalized, proactive, and convenient service, which traditional application architectures often struggle to provide. However, digital transformation requires significant investment in technology infrastructure and processes. Improved customer experience. Competitive advantage.

Strategy 186

Strategy Retail DevOps Traffic 186