Adrian Cockcroft

APRIL 7, 2023

Sunset in Morocco — photo taken by Adrian We want to reduce carbon emissions of our compute and storage workloads, and one way of doing this is to choose a time and place where the “grid mix” of energy consumed is less carbon intensive.

Energy 52

Energy AWS Azure Cloud 52

DZone

AUGUST 23, 2023

Monitoring Time-Series IoT Device Data Time-series data is crucial for IoT device monitoring and data visualization in industries such as agriculture, renewable energy, and meteorology. In this tutorial, we will guide you through the process of setting up a monitoring system for IoT device data.

IoT 241

IoT Energy Open Source Analytics 241

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. ASPLOS’19. Introducing race logic. Race logic encodes values by delaying signals.

Energy 52

Energy Hardware Efficiency Architecture 52

Dynatrace

FEBRUARY 16, 2023

McKinsey summarizes the importance of this focus: “Every company uses energy and resources; every company affects and is affected by the environment.” The first shows accumulated carbon footprint and energy consumption over time. The Instances view details energy and CO2e consumption per host instance.

Energy 188

Energy Airlines Analytics Transportation 188

Dynatrace

DECEMBER 18, 2023

This covers the infrastructure, processes, and the application stack, including tracing, profiling, and logs. Kubernetes-based efficient power level exporter (Kepler) is a Prometheus exporter that uses ML models to estimate the energy consumption of Kubernetes pods. Labels we don’t need. Jolly good!

Metrics 183

Metrics Engineering Energy Tuning 183

Dynatrace

NOVEMBER 6, 2023

It then promotes a snowball effect as the more you migrate, the more you save on IT and energy expenditures. Three trends for digital transformation journeys The current decade has brought forth multiple challenges, including a pandemic, surging energy costs, supply chain disruptions, and fluctuating macroeconomic conditions.

Azure 177

Azure Technology Technology Cloud 177

ACM Sigarch

AUGUST 3, 2023

Chien, we assert that it is impractical and insufficient to rely on quickly deploying renewable energy to decarbonize manufacturing. From the perspective of datacenters, operational carbon includes Scope 1 direct emissions like diesel generators and Scope 2 indirect emissions from purchased energy. Unlike Prof. Therefore, the $1.4B

Energy 98

Energy Architecture Hardware Metrics 98

Tech News Gather

NOVEMBER 5, 2023

In the 21st century, two groundbreaking innovations have captured the world’s imagination: Bitcoin, a decentralized digital currency, and quark fusion reactors, representing the future of energy. This article explores their interconnected impacts, providing insights into the future of technology, energy, and finance.

Government 52

Government Blockchain Energy Innovation 52

Dynatrace

JUNE 29, 2023

Especially those operating in critical infrastructure sectors such as oil and gas, telecommunications, and energy. 1 Saves time and resources Open source can save time and resources, as developers don’t have to expend their own energies to produce code. However, open source is not a panacea.

Open Source 189

Open Source Energy DevOps Innovation 189

Dynatrace

JANUARY 29, 2024

Closed-loop remediation is an IT operations process that detects issues or incidents, takes corrective actions, and verifies that the remediation action was successful. How closed-loop remediation works Closed-loop remediation uses a multi-step process that goes beyond simple problem remediation.

Best Practices 197

Best Practices DevOps Energy Innovation 197

Dynatrace

OCTOBER 31, 2023

But, in the process, they cannot risk alienating current employees who may view these technologies as a threat to their positions. Department of Energy; Mark Gorak, principal director for Resources & Analysis for the Department of Defense, Office of the Chief Information Officer, U.S. Hamilton, Ph.D.,

Artificial Intelligence 190

Artificial Intelligence Energy Government Technology 190

Dynatrace

JUNE 28, 2022

Organizations can now accelerate innovation and reduce the risk of failed software releases by incorporating on-demand synthetic monitoring as a metrics provider for automatic, continuous release-validation processes. Dynatrace customer Duke Energy utilizes synthetic on-demand execution capability. “We

Monitoring 206

Monitoring Software Software DevOps 206

Dynatrace

JANUARY 23, 2024

The following resources provide more information on how to get the most out of your AI investment, the importance of data quality for business success, and automating manual IT processes to prioritize innovation. Teams face siloed processes and toolsets, vast volumes of data, and redundant manual tasks. Continue reading to learn more.

Performance 191

Performance DevOps Innovation Artificial Intelligence 191

The Netflix TechBlog

MARCH 14, 2023

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. We implemented a batch processing system for users to submit their requests and wait for the system to generate the output.

Media 291

Media Innovation Energy Architecture 291

Dynatrace

NOVEMBER 20, 2023

Effectively automating IT processes is key to addressing the challenges of  complex cloud environments. Relying on manual processes results in outages, increased costs, and frustrated customers. These three types of AI used together enable more effective IT automation than a single form of AI on its own. But what is AIOps, exactly?

AWS 214

AWS Artificial Intelligence Analytics Cloud 214

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

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 process effectively duplicates essential parts of information to safeguard against potential loss.

Storage 130

Storage Systems Big Data Azure 130

Dynatrace

DECEMBER 15, 2022

Soaring energy costs and rising inflation have created strong macroeconomic headwinds that force organizations to prioritize efficiency and cost reduction. This will negate efficiency gains and hinder efforts to automate business, development, security, and operations processes. Observability trend no.

Artificial Intelligence 256

Artificial Intelligence Analytics Innovation Healthcare 256

Adrian Cockcroft

NOVEMBER 26, 2023

SUS101: Sustainability innovation in AWS Global Infrastructure AWS is determined to make the cloud the cleanest and most energy-efficient way to run customers’ infrastructure and business. This includes providing the efficient, resilient services AWS customers expect, while minimizing their environmental footprint. AWS speaker: T.

AWS 52

AWS Energy IoT Best Practices 52

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 2, 2023

Today, many global industries implement FinOps, including telecommunications, retail, manufacturing, and energy conservation, as well as most Fortune 50 companies. FinOps helps engineering, development, finance, and business teams meet critical key performance indicators (KPIs) and fulfill service-level agreements.

Cloud 201

Cloud Strategy Retail Energy 201

Dynatrace

NOVEMBER 5, 2023

Furthermore, an accelerating digital-centric economy pushes us closer to the edge—processing client data as close to the originating source as possible. The surge of the internet of things (IoT) has led to the exponential growth of applications and data processing at the edge.

Azure 130

Azure Artificial Intelligence Innovation Analytics 130

The Netflix TechBlog

NOVEMBER 13, 2023

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

Architecture 224

Architecture Energy Benchmarking Processing 224

Scalegrid

MAY 13, 2020

Greenplum Database is a massively parallel processing (MPP) SQL database that is built and based on PostgreSQL. When handling large amounts of complex data, or big data, chances are that your main machine might start getting crushed by all of the data it has to process in order to produce your analytics results. Query Optimization.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

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

Dynatrace

SEPTEMBER 13, 2023

This process enables you to continuously evaluate software against predefined quality criteria and service level objectives (SLOs) in pre-production environments. These workflows also utilize Davis® , the Dynatrace causal AI engine, and all your observability and security data across all platforms, in context, at scale, and in real-time.

AWS 252

AWS Efficiency Azure Cloud 252

DZone

NOVEMBER 9, 2021

It’s much better to build your process around quality checks than retrofit these checks into the existent process. NIST did classic research to show that catching bugs at the beginning of the development process could be more than ten times cheaper than if a bug reaches production. A side note.

Software 245

Software Software Code Energy 245

Dynatrace

JANUARY 31, 2024

The RAG process begins by summarizing and converting user prompts into queries that are sent to a search platform that uses semantic similarities to find relevant data in vector databases, semantic caches, or other online data sources. But energy consumption isn’t limited to training models—their usage contributes significantly more.

Cache 209

Cache Azure Infrastructure Monitoring 209

O'Reilly

OCTOBER 30, 2023

This reporting should not just be “once and done,” but an ongoing process that allows the researchers, regulators, and the public to understand whether the models are improving or declining in their ability to manage the identified new risks. Energy usage and other environmental impacts.

Energy 117

Energy Internet Internet Metrics 117

CSS - Tricks

SEPTEMBER 21, 2020

Gerry McGovern asked if I had any insight into energy consumption and websites. He was wondering about the specifics of web tech, like… If you do this in HTML it will consume 3× energy but if you do it in JavaScript it will consume 10 ×. Things that lead to poor performance are things that take energy. Imagine images.

Website 97

Website Energy Storage Efficiency 97

Dynatrace

DECEMBER 23, 2021

As soon as teams started, however, Apache found another critical vulnerability, CVE-2021-45046, and yet another, CVE-2021-45105, a few days later, which caused IT security pros to restart their process. Following the example from the “Process View Overview” screenshot (three images above), we would start with process group No.

Internet 218

Internet Internet Energy Open Source 218

Adrian Cockcroft

DECEMBER 31, 2023

If you cut back hard, and remove whole branches, the roots provide enough energy for the tree to grow back. There is a tendency to micromanage and add process overhead that needs to be resisted. Politics and micromanagement have taken over, and HR processes take up far too much of everyone’s time.

AWS 98

AWS Energy Innovation Strategy 98

Dynatrace

DECEMBER 30, 2021

That’s critical to circumvent the time-consuming process of training algorithms to understand system behavior. These computer chips power products from cars and fridges to renewable energy sources and electronics. Causal AI is particularly important in dynamic cloud environments where components are constantly changing.

Strategy 228

Strategy Energy Cloud Innovation 228

The Netflix TechBlog

JUNE 22, 2021

A Script Authoring Specification By: Bhanu Srikanth, Andy Swan, Casey Wilms, Patrick Pearson The Art of Dubbing and Subtitling Dubbing and subtitling are inherently creative processes. Ultimately, all these will serve Netflix’s unwavering goal of fulfilling and maintaining the creative vision throughout the localization process.

Energy 174

Energy Technology Technology Design 174

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. A silicon defect is another root cause.

Energy 52

Energy Hardware Best Practices Architecture 52

Alex Russell

FEBRUARY 21, 2023

is astonishingly dense with delayed features, inadvertantly emphasising just how far behind WebKit has remained for many years and how effective the Blink Launch Process has been in allowing Chromium to ship responsibly while consensus was witheld in standards by Apple. And yet, Apple continued to apply stop-energy. Safari 16.4

Energy 79

Energy Games Engineering Design 79

All Things Distributed

SEPTEMBER 25, 2017

One of the important criteria in launching this AWS Region is the opportunity to power it with renewable energy. We chose Bahrain in part due to the country's focus on executing renewable energy goals and its readiness to construct a new solar power facility to meet our power needs.

Cloud 152

Cloud Education Energy Government 152