Dynatrace

DECEMBER 16, 2022

Software should forward innovation and drive better business outcomes. Conversely, an open platform can promote interoperability and innovation. Legacy technologies involve dependencies, customization, and governance that hamper innovation and create inertia. Data supports this need for organizations to flex and modernize.

Innovation 246

Innovation Software Software Cloud 246

Dynatrace

DECEMBER 5, 2023

Without observability, the benefits of ARM are lost Over the last decade and a half, a new wave of computer architecture has overtaken the world. ARM architecture, based on a processor type optimized for cloud and hyperscale computing, has become the most prevalent on the planet, with billions of ARM devices currently in use.

Efficiency 290

Efficiency Architecture Energy Monitoring 290

The Netflix TechBlog

MARCH 28, 2025

Furthermore, it was difficult to transfer innovations from one model to another, given that most are independently trained despite using common data sources. This scenario underscored the need for a new recommender system architecture where member preference learning is centralized, enhancing accessibility and utility across different models.

Tuning 200

Tuning Efficiency Latency Strategy 200

Dynatrace

OCTOBER 26, 2020

In this blog, I want to give you two examples of internal innovation projects at Dynatrace which leverage this new API, to truly show you the power – and the fun-ness of this new metric ingest ??. The idea was inspired by an innovation day project of our lab in Klagenfurt. There are many use cases for using this API.

Innovation 234

Innovation Metrics Hardware Open Source 234

Dynatrace

OCTOBER 1, 2021

As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to conditions and issues across their multi-cloud environments. An advanced observability solution can also be used to automate more processes, increasing efficiency and innovation among Ops and Apps teams.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Dynatrace

MARCH 3, 2020

The IDC FutureScape: Worldwide IT Industry 2020 Predictions highlights key trends for IT industry-wide technology adoption for the next five years and includes these predictions: Hasten to innovation. By 2024, over 50% of all IT spending will be directly put towards digital transformation and innovation (up from 31% in 2018).

Performance 314

Performance Education Innovation Software Architecture 314

ACM Sigarch

APRIL 2, 2025

To create a CPU core that can execute a large number of instructions in parallel, it is necessary to improve both the architecturewhich includes the overall CPU design and the instruction set architecture (ISA) designand the microarchitecture, which refers to the hardware design that optimizes instruction execution.

Efficiency 75

Efficiency Hardware Architecture Design 75

The Netflix TechBlog

FEBRUARY 18, 2022

To this end, we developed a Rapid Event Notification System (RENO) to support use cases that require server initiated communication with devices in a scalable and extensible manner. Architecture As shown in the diagram above, the RENO service can be broken down into the following components.

Systems 334

Systems Traffic Architecture Mobile 334

The Netflix TechBlog

APRIL 17, 2019

It’s a nice building with good architecture! However, a more scalable approach would be to begin with a new foundation and begin a new building. However, a more scalable approach would be to begin with a new foundation and begin a new building. The facilities are modern, spacious and scalable. What is SVT-AV1?

Open Source 167

Open Source Scalability Speed Efficiency 167

Dynatrace

JULY 11, 2023

We’re delighted to share that IBM and Dynatrace have joined forces to bring the Dynatrace Operator, along with the comprehensive capabilities of the Dynatrace platform, to Red Hat OpenShift on the IBM Power architecture (ppc64le).

Architecture 189

Architecture Availability Infrastructure Monitoring 189

Dynatrace

NOVEMBER 28, 2022

Lambda serverless functions help developers innovate faster, scale easier, and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. The latest Amazon Lambda innovation, Lambda SnapStart, has day one support from Dynatrace. Understand and optimize your architecture.

Lambda 246

Lambda AWS Serverless Latency 246

All Things Distributed

JANUARY 18, 2012

Werner Vogels weblog on building scalable and robust distributed systems. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. The original Dynamo design was based on a core set of strong distributed systems principles resulting in an ultra-scalable and highly reliable database system.

Scalability 162

Scalability Database Ecommerce Latency 162

The Netflix TechBlog

MARCH 5, 2019

This freedom allows teams and individuals to move fast to deliver on innovation and feel responsible for quality and robustness of their delivery. As a micro-service owner, a Netflix engineer is responsible for its innovation as well as its operation, which includes making sure the service is reliable, secure, efficient and performant.

Infrastructure 185

Infrastructure Cloud Scalability AWS 185

Dynatrace

SEPTEMBER 3, 2024

In many ways, the shift to cloud computing and the adoption of cloud-native architectures have enabled organizations to realize greater resiliency alongside scalability. But in a cloud-native world, resiliency must expand to include the ability for organizations to recover quickly from failures and ensure business continuity.

Infrastructure 290

Infrastructure Innovation Monitoring Software Performance 290

Dynatrace

OCTOBER 20, 2020

Under intense pressure to transform in response to digitization trends and rising consumer expectations, Porsche Informatik needed a way to push its leading edge – to innovate faster, drastically reduce their time to market, and enhance the overall user experience. That’s where Red Hat OpenShift came into play.

Automotive 234

Automotive DevOps Software Software 234

The Netflix TechBlog

FEBRUARY 9, 2021

We need to be constantly adapting and innovating as a result of this change. In particular, we’ll define plans and offers, review the legacy architecture and some of its shortcomings, and dig into our new architecture and some of its advantages. Let’s take a deeper look at the architecture, protocols, and systems involved.

Engineering 145

Engineering Scalability Architecture Innovation 145

Dynatrace

FEBRUARY 16, 2023

As organizations strive to digitally transform, innovate, and grow in today’s fast-paced environment, they have increasingly turned to cloud technologies to enable business goals. The cloud boasts many benefits, such as increasing scalability, accelerating digital transformation, and reducing costs.

Analytics 243

Analytics Innovation Cloud Scalability 243

Dynatrace

AUGUST 21, 2023

A traditional log management solution uses an often manual and siloed approach, which limits scalability and ultimately hinders organizational innovation. To stay ahead of the curve, organizations should focus on strategic, proactive innovation and optimization. Free IT teams to focus on and support product innovation.

Analytics 223

Analytics Innovation Infrastructure Scalability 223

Dynatrace

FEBRUARY 10, 2023

They now use modern observability to monitor expanding cloud environments in order to operate more efficiently, innovate faster and more securely, and to deliver consistently better business results. Further, automation has become a core strategy as organizations migrate to and operate in the cloud. What is IT automation?

Efficiency 306

Efficiency Performance Analytics DevOps 306

Dynatrace

NOVEMBER 29, 2023

AWS Cloud Operations Competency partners have proven experience and expertise in helping customers build a strong and scalable foundation for their end-to-end cloud operations. Since first launching Grail on AWS in the fall of 2022, we have since expanded the Dynatrace platform on AWS into new SaaS regions like Brazil and Mumbai.

AWS 246

AWS FinTech Lambda Innovation 246

Dynatrace

APRIL 7, 2023

Streaming raises the default 6 MB hard limit to a 20 MB soft limit, adding greater scalability and flexibility to their applications. Dynatrace The Dynatrace Software Intelligence Platform accelerates cloud operations, helping users achieve service-level objectives (SLOs) with automated intelligence and unmatched scalability.

Lambda 246

Lambda AWS Serverless Latency 246

Dynatrace

APRIL 30, 2019

Beyond basic metrics: Detecting Architectural Regressions. At the recent DevExperience conference in Iasi, Romania I presented on Top Performance Challenges in Distributed Architectures. I gave real life examples on N+1 Query, N+1 Call, Payload Flood, Too Tightly Coupled and a list of other architectural patterns.

Architecture 149

Architecture Open Source Azure Metrics 149

Dynatrace

DECEMBER 5, 2022

Organizations are increasingly adopting DevOps to stay competitive, innovate faster, and meet customer needs. Yet, this often results in developers spending more time piecing the tools together instead of innovating. Yet, ensuring code quality and breaking down silos are some of the many challenges that come with DevOps methodologies.

DevOps 264

DevOps Virtualization Best Practices Innovation 264

All Things Distributed

APRIL 5, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Customer Conversations - How Intuit and Edmodo Innovate using Amazon RDS. From tax preparation to safe social networks, Amazon RDS brings new and innovative applications to the cloud. Whats unique and innovative about your service? Comments ().

Innovation 112

Innovation AWS Education Network 112

Dynatrace

AUGUST 2, 2021

Hyperscale is the ability of an architecture to scale appropriately as increased demand is added to the system. Hyperscalers are often organizations that provide seamless delivery to build a robust and scalable cloud. More recently, there has been a lot of talk about hyperscale and hyperscalers, but what exactly is “hyperscale”?

Azure 264

Azure Cloud Google AWS 264

The Netflix TechBlog

JANUARY 10, 2024

This architecture shift greatly reduced the processing latency and increased system resiliency. We rolled out encoding innovations such as per-title and per-shot optimizations, which provided significant quality-of-experience (QoE) improvement to Netflix members. This introductory blog focuses on an overview of our journey.

Processing 238

Processing Media Latency Innovation 238

Dynatrace

NOVEMBER 9, 2021

But the cloud is forcing a rethink of tooling, platforms, technologies, and services to power new, agile, applications and application components, that break down silos, and use AI and automation to accelerate innovation. Realizing the full capabilities, benefits, and value of the cloud requires modernization of the application architecture.

DevOps 246

DevOps Innovation Cloud Programming 246

Dynatrace

FEBRUARY 16, 2023

With increased scalability, agility, and flexibility, cloud computing enables organizations to improve supply chains, deliver higher customer satisfaction, and more. Modern observability allows organizations to eliminate data silos, boost cloud operations, innovate faster, and improve business results. “As

Artificial Intelligence 246

Artificial Intelligence Analytics Cloud Innovation 246

DZone

JANUARY 22, 2022

Enhanced functionality, rapid innovation, increased efficiency, reduced operational and infrastructure costs, more scalability, improved overall experience, and resiliency. It's like a door to unlimited possibilities has been unlocked with the cloud.

Cloud 243

Cloud Innovation Scalability Infrastructure 243

Dynatrace

OCTOBER 4, 2022

Log management and analytics is an essential part of any organization’s infrastructure, and it’s no secret the industry has suffered from a shortage of innovation for several years. Modern IT environments — whether multicloud, on-premises, or hybrid-cloud architectures — generate exponentially increasing data volumes.

Analytics 264

Analytics Artificial Intelligence Storage Serverless 264

Dynatrace

JULY 29, 2021

Today’s digital businesses run on heterogeneous and highly dynamic architectures with interconnected applications and microservices deployed via Kubernetes and other cloud-native platforms. Common questions include: Where do bottlenecks occur in our architecture? How can we optimize for performance and scalability?

Analytics 246

Analytics Open Source Serverless Architecture 246

High Scalability

JUNE 15, 2018

JoeEmison : Another thing that serverless architectures change: how do you software development. The end of Dennard Scaling and Moore's Law means architecture is where we have to innovate to improve performance, cost, and energy. Domain Specific Architectures are getting 20x and 40x improvements, not just 5-10%.

Internet 113

Internet Internet Scalability Blockchain 113

Dynatrace

OCTOBER 17, 2023

With the exponential rise of cloud technologies and their indisputable benefits such as lower total cost of ownership, accelerated release cycles, and massed scalability, it’s no wonder organizations clamor to migrate workloads to the cloud and realize these gains.

Energy 246

Energy Artificial Intelligence AWS Lambda 246

Dynatrace

JANUARY 11, 2023

Multicloud architectures, on the other hand, blend services from two or more private or public clouds — or from a combination of public, private, and edge clouds. Measure cloud resource consumption to ensure resources are scalable and keep up with business requirements. Establish a baseline to track metrics and patterns over time.

Cloud 295

Cloud Monitoring Best Practices Infrastructure 295

Dynatrace

JULY 29, 2024

Currently, there is a tough balance to achieve: Organizations need to innovate rapidly at scale, yet security remains paramount. Converging observability with security Multicloud environments offer a data haven of increased scalability, agility, and performance. However, security concerns linger despite the potential benefits.

Analytics 245

Analytics Government DevOps Efficiency 245

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. Adopting an SRE approach also requires that teams standardize the technologies and tools they use. SRE requires a cultural change.

Engineering 264

Engineering DevOps Government Latency 264

Dynatrace

OCTOBER 28, 2020

This enables organizations to innovate faster, collaborate more efficiently, and deliver more value with dramatically less effort. From mainframe to mobile, Dynatrace has the broadest technology coverage, including supported languages, application architectures, cloud, on-premise or hybrid, enterprise apps, SaaS monitoring, and more.

Monitoring 225

Monitoring Systems Infrastructure Cloud 225