Dynatrace

APRIL 15, 2024

These components include schools; transportation; energy; water; and communications such as the accuracy, timeliness, and transparency of election reporting. These infrastructures are considered essential because their disruption would impact public safety, security, health, or economic stability.

Infrastructure 214

Infrastructure Efficiency Government Transportation 214

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

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

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

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 194

AWS FinTech Lambda Innovation 194

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 201

Cloud Strategy Retail Energy 201

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 291

Media Innovation Energy Architecture 291

Adrian Cockcroft

NOVEMBER 26, 2023

The Pantheon in Rome — Extremely sustainable architecture — photo by Adrian I wrote a medium post after AWS re:Invent 2022 summarizing the (lack of) news and all the talks related to Sustainability. Explore an implementation of this architecture with PVH, the parent company of Tommy Hilfiger and Calvin Klein. AWS speaker: T.

AWS 52

AWS Energy IoT Best Practices 52

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 224

Architecture Energy Benchmarking Processing 224

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

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

Scalegrid

MAY 13, 2020

In this blog post, we explain what Greenplum is, and break down the Greenplum architecture, advantages, major use cases, and how to get started. It’s architecture was specially designed to manage large-scale data warehouses and business intelligence workloads by giving you the ability to spread your data out across a multitude of servers.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

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

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 209

Cache Azure Infrastructure Monitoring 209

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 256

Artificial Intelligence Analytics Innovation Healthcare 256

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

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 213

AWS Artificial Intelligence Analytics Cloud 213

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 191

Performance DevOps Innovation Artificial Intelligence 191

ACM Sigarch

JULY 17, 2023

A well-understood root cause of faults that occur in a processor is a high-energy particle, such a neutron or alpha particle. For example, high energy particles tend to produce transient faults, whereas defects can cause intermittent or permanent faults. Vilas Sridharan is an AMD Senior Fellow and leads the RAS Architecture team.

Energy 52

Energy Hardware Best Practices Architecture 52

Tech News Gather

FEBRUARY 20, 2024

It can help visitors quickly locate everything from the right train terminal to the appropriate hospital ward and correct office without having to waste time and energy. This includes floor plans, architectural drawings, and other relevant information that can be digitized into a suitable interface.

Mobile 52

Mobile Energy Transportation Technology 52

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

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 218

Internet Internet Energy Open Source 218

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 252

AWS Efficiency Azure Cloud 252

Smashing Magazine

OCTOBER 11, 2022

For example, changing our database architecture to be more efficient could save on server costs. There are many ways we can reduce the environmental impact of the websites and digital products we build, from reducing and optimizing our images, to minimizing the amount to data we transfer, to implementing a low-energy color scheme.

Strategy 123

Strategy Development Energy Website 123

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

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

ACM Sigarch

MAY 31, 2023

Introduction Memory systems are evolving into heterogeneous and composable architectures. A combination of these mechanisms may be necessary to tackle challenges arising from heterogeneous memory systems and NUMA architectures. Such a combination requires new abstractions and programming models for effective management.

Latency 52

Latency Hardware Cache Architecture 52

Adrian Cockcroft

NOVEMBER 30, 2020

I’m also interested in ways that we can optimize cloud architectures to reduce their carbon footprint. Adrian Cockcroft’s architecture trends and topics for 2021 WPS210 ?—?Using OSDU: Reinventing the energy data platform AUT301 ?—?Alexa, Architecting sustainable solutions on AWS ARC213 ?—?Adrian Alexa, charge my car!

AWS 52

AWS Artificial Intelligence IoT Energy 52

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

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 Energy 245

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 114

Cache Website Energy Servers 114

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 232

Open Source AWS Infrastructure Energy 232

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 130

Cloud Energy AWS Healthcare 130

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

Tasktop

OCTOBER 22, 2020

To make sure we don’t waste time, energy and resources going in the wrong direction, or worse, getting lost and never reaching our destination. To make sure we don’t waste time, energy and resources going in the wrong direction, or worse, getting lost and never reaching our destination.

Energy 52

Energy Metrics Government Software 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 134

Open Source AWS Infrastructure Energy 134

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