Dynatrace

APRIL 17, 2024

With the availability of Linux on IBM Z and LinuxONE, the IBM Z platform brings a familiar host operating system and sustainability that could yield up to 75% energy reduction compared to x86 servers. You can now install OneAgent on Linux with s390 architecture. Next, set up log ingest.

Operating System 246

Operating System Energy Infrastructure Architecture 246

Dynatrace

JULY 11, 2024

With hybrid and multi-cloud architectures rendering organizations’ environments more complex and distributed, cloud observability has become increasingly important. Often, these metrics are unable to even identify trends from past to present, never mind helping teams to predict future trends. Operational optimization.

Monitoring 264

Monitoring Retail Energy Cloud 264

The Netflix TechBlog

MARCH 14, 2023

Specifically, we will dive into the architecture that powers search capabilities for studio applications at Netflix. We build creator tooling to enable these colleagues to focus their time and energy on creativity. Unfortunately, much of their energy goes into labor-intensive pre-work. Artists and video editors must create them.

Media 299

Media Innovation Energy Architecture 299

Dynatrace

DECEMBER 15, 2022

Soaring energy costs and rising inflation have created strong macroeconomic headwinds that force organizations to prioritize efficiency and cost reduction. Just as the world began to emerge from the immediate effects of an unprecedented global healthcare crisis, it faced yet another emergency.

Artificial Intelligence 279

Artificial Intelligence Analytics Innovation Healthcare 279

VoltDB

NOVEMBER 14, 2024

Energy Management Challenge: Energy-intensive industries face high utility costs and pressure to reduce their carbon footprints. However, identifying opportunities for energy savings in real time is challenging without the right tools. Any delays or disruptions can lead to increased costs and customer dissatisfaction.

Energy 52

Energy Logistics Transportation Latency 52

Dynatrace

NOVEMBER 2, 2023

Spiraling cloud architecture and application costs have driven the need for new approaches to cloud spend. Today, many global industries implement FinOps, including telecommunications, retail, manufacturing, and energy conservation, as well as most Fortune 50 companies. This practice isn’t just about reducing costs.

Cloud 246

Cloud Strategy Retail Energy 246

Dynatrace

NOVEMBER 29, 2023

With Dynatrace deployed for DevSecOps across a Kubernetes-based AWS architecture, our joint customer Soldo , a leading FinTech innovator in Europe, accelerated time to market for faster, more secure releases that drive greater customer satisfaction.

AWS 246

AWS FinTech Lambda Innovation 246

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

VoltDB

DECEMBER 11, 2024

Introduce scalable microservices architectures to distribute computational loads efficiently. Sustainability in Edge Deployments Running edge devices and maintaining local compute power consumes energy, raising sustainability concerns as deployments scale. Key issues include: High energy consumption for data processing and cooling.

IoT 52

IoT Energy Logistics Latency 52

Dynatrace

NOVEMBER 20, 2023

Across the cloud operations lifecycle, especially in organizations operating at enterprise scale, the sheer volume of cloud-native services and dynamic architectures generate a massive amount of data. In general, generative AI can empower AWS users to further accelerate and optimize their cloud journeys. What is cloud application security?

AWS 277

AWS Artificial Intelligence Cloud Analytics 277

Dynatrace

JANUARY 31, 2024

Retrieval-augmented generation emerges as the standard architecture for LLM-based applications Given that LLMs can generate factually incorrect or nonsensical responses, retrieval-augmented generation (RAG) has emerged as an industry standard for building GenAI applications. This is equivalent to driving 123 gas-powered cars for a whole year.

Cache 276

Cache Azure Infrastructure Monitoring 276

High Scalability

NOVEMBER 16, 2018

Shaun Raviv : Friston’s free energy principle says that all life, at every scale of organization—from single cells to the human brain, with its billions of neurons—is driven by the same universal imperative, which can be reduced to a mathematical function. Or, in Fristonian terms, it is to minimize free energy.

Internet 28

Internet Internet Scalability Energy 28

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

The Netflix TechBlog

NOVEMBER 13, 2023

Model Architecture Our modeling choices take advantage of both convolutional and recurrent architectures, which are known to work well on audio sequence classification tasks, and are well supported by previous investigations. All models in our experiments were trained by minimizing binary cross-entropy (BCE) loss.

Architecture 233

Architecture Energy Benchmarking Processing 233

High Scalability

MARCH 1, 2019

It's HighScalability time: 10 years of AWS architecture increasing simplicity or increasing complexity? Michael Wittig ). Do you like this sort of Stuff? I'd greatly appreciate your support on Patreon. Know anyone who needs cloud? I wrote Explain the Cloud Like I'm 10 just for them. It has 39 mostly 5 star reviews.

Internet 33

Internet Internet Scalability Blockchain 33

DZone

JULY 31, 2023

In the article, we will explore a reference.NET architecture that minimizes the carbon footprint, allowing us to build a greener and more sustainable future. Azure Functions effectively distribute resources, cutting down on energy use and, in turn, your carbon impact.

Serverless 130

Serverless Azure Energy Architecture 130

Dynatrace

DECEMBER 23, 2021

As a result, security and cloud architecture pros get access to a real-time topology model that maps all relationships between core assets in an IT environment and tracks key behavior. Organizations around the globe are spending an enormous amount of time and energy reacting to Log4Shell.

Internet 246

Internet Internet Energy Open Source 246

The Morning Paper

MAY 28, 2019

Boosted race trees for low energy classification Tzimpragos et al., We don’t talk about energy as often as we probably should on this blog, but it’s certainly true that our data centres and various IT systems consume an awful lot of it. An end-to-end architecture. ASPLOS’19. Introducing race logic.

Energy 52

Energy Hardware Efficiency Architecture 52

ACM Sigarch

AUGUST 3, 2023

(Editor’s Note: This post was submitted as a rebuttal to Andrew Chien’s July 24 SIGARCH Blog Post ) The recent post “ Why Embodied Carbon is a poor Architecture Design metric, and Operational Carbon remains an important Problem ” by Prof. estimate vastly underestimates the costs of renewable energy. Unlike Prof.

Energy 98

Energy Architecture Hardware Metrics 98

Dynatrace

JANUARY 23, 2024

While app-centric serverless approaches abstract some of the complexities of cloud-native architecture, as the analyst firm Forrester notes , the next frontier for serverless adoption is at the edge. Organizations increasingly struggle with the challenge of monitoring the explosion of microservices and tools that come with these environments.

Performance 246

Performance DevOps Innovation Energy 246

Dynatrace

SEPTEMBER 13, 2023

Because Google offers its own Google Cloud Architecture Framework and Microsoft its Azure Well-Architected Framework , organizations that use a combination of these platforms triple the challenge of integrating their performance frameworks into a cohesive strategy.

AWS 305

AWS Efficiency Azure Cloud 305

O'Reilly Software

FEBRUARY 11, 2020

Despite the drive in some quarters to make microservice architectures the default approach for software, I feel that due to their numerous challenges, adopting them still requires careful thought. They are an architectural approach, not the architectural approach. Where microservices don’t work well.

Architecture 144

Architecture Energy Games Technology 144

The Netflix TechBlog

DECEMBER 3, 2019

We would focus our energy solely on improving data scientist productivity by being fanatically human-centric. The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much.

Open Source 238

Open Source AWS Infrastructure Energy 238

ACM Sigarch

NOVEMBER 1, 2019

This blog post gives a glimpse of the computer systems research papers presented at the USENIX Annual Technical Conference (ATC) 2019, with an emphasis on systems that use new hardware architectures. As a consequence, the vast majority of the papers in the past has usually focused on conventional X86 or GPU-accelerated architectures.

Architecture 12

Architecture Hardware Cache Storage 12

DZone

NOVEMBER 9, 2021

They are rerun(in the best case) and thus defeating the whole purpose of this exercise while spending tons and tons of time/money/energy on this).nn> They are rerun(in the best case) and thus defeating the whole purpose of this exercise while spending tons and tons of time/money/energy on this).nn>

Software 245

Software Software Code Design 245

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

All Things Distributed

SEPTEMBER 6, 2013

In addition to its goal of reducing energy costs, Shell needed to be more agile in deploying IT services and planning for user demand. In addition, its robust architecture supports ten times as many scientists, all working simultaneously. Essent – supplies customers in the Benelux region with gas, electricity, heat and energy services.

Cloud 100

Cloud Energy AWS Healthcare 100

Scalegrid

FEBRUARY 8, 2024

Key Takeaways Distributed storage systems benefit organizations by enhancing data availability, fault tolerance, and system scalability, leading to cost savings from reduced hardware needs, energy consumption, and personnel. This strategy reduces the volume needed during retrieval operations.

Storage 130

Storage Systems Big Data Azure 130

The Morning Paper

OCTOBER 11, 2020

Only space system architects don’t call it request-response, they call it a ‘ bent-pipe architecture.’. Without higher-risk deployable solar arrays, a cubesat relies on surface-mounted solar panels to harvest energy. Satellites are changing! This results in peak available power of about 7.1W. This results in delays of up to 5.5

Systems 125

Systems Latency Architecture Energy 125

Adrian Cockcroft

FEBRUARY 13, 2023

The keynotes didn’t feature anything new on carbon, just re-iterated the existing path to 100% green energy by 2025. We also may choose to support these grids through the purchase of environmental attributes, like Renewable Energy Certificates and Guarantees of Origin, in line with our Renewable Energy Methodology.

AWS 64

AWS Energy Architecture Programming 64

Smashing Magazine

JUNE 30, 2021

This is such a fundamental difference, that many architectural choices from native platforms don’t easily apply to the web — if at all. Any app that wants to make use of Workers has to adapt its architecture to accommodate the requirements of Workers. But regardless of where you look, multithreading is used everywhere.

Games 145

Games Architecture Code C++ 145

KeyCDN

FEBRUARY 22, 2023

Serverless architecture Following the cloud-based development and deployment trend described above, we come to the serverless architecture trend. The main benefits of serverless architecture are cost savings and scalability. This allows developers to create a website with optimal performance and user experience.

Artificial Intelligence 111

Artificial Intelligence Development Serverless Website 111

Smashing Magazine

JULY 18, 2022

However, it’s not energy-efficient to render the article for each and every request. Website personalization is a hot topic, sadly adversarial to performance and energy consumption. My first article describing the generic, theoretical architecture for Segmented Rendering (aka “Rainbow Rendering”). More Resources on This Topic.

Cache 127

Cache Website Servers Energy 127

O'Reilly

JULY 15, 2020

If you combine the different architectural roles—i.e., The “Other” category, at more than 22% of the total, includes respondents from education (3%, combining K12 and higher education), insurance (3%), energy and utilities (2%), media/entertainment (2%), non-profit (2%), consumer products (1%) and other verticals.

Database 145

Database Architecture Education Systems 145

Adrian Cockcroft

SEPTEMBER 23, 2024

Deep dive into NVIDIA Blackwell Benchmarkswhere does the 4x training and 30x inference performance gain, and 25x reduction in energy usage comefrom? The GH200 pairs an ARM architecture Grace CPU with a slightly upgraded H200 GPU, that has the same compute capacity but has more and faster memory.

Benchmarking 52

Benchmarking Energy Architecture Latency 52

The Netflix TechBlog

DECEMBER 3, 2019

We would focus our energy solely on improving data scientist productivity by being fanatically human-centric. The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much.

Open Source 135

Open Source AWS Infrastructure Energy 135

Adrian Cockcroft

APRIL 5, 2023

This proposal seeks to define a standard for real-time carbon and energy data as time-series data that would be accessed alongside and synchronized with the existing throughput, utilization and latency metrics that are provided for the components and applications in computing environments.

Energy 52

Energy Metrics Cloud Operating System 52