Dynatrace

SEPTEMBER 21, 2023

As global warming advances, growing IT carbon footprints are pushing energy-efficient computing to the top of many organizations’ priority lists. Energy efficiency is a key reason why organizations are migrating workloads from energy-intensive on-premises environments to more efficient cloud platforms.

Energy 264

Energy Cloud Airlines Strategy 264

The Morning Paper

OCTOBER 4, 2020

Understanding operational 5G: a first measurement study on its coverage, performance and energy consumption , Xu et al., energy consumption). The bulk of this latency comes from on-device frame processing, not network transmission delay. Energy Consumption. It accounted for 55.18% of the total energy budget of the phone!

Energy 130

Energy Latency Performance Network 130

Dynatrace

DECEMBER 5, 2023

This growth was spurred by mobile ecosystems with Android and iOS operating systems, where ARM has a unique advantage in energy efficiency while offering high performance. Energy efficiency and carbon footprint outshine x86 architectures The first clear benefit of ARM in the enterprise IT landscape is energy efficiency.

Efficiency 290

Efficiency Architecture Energy Monitoring 290

Dynatrace

FEBRUARY 1, 2024

With its topology mapping and dependency tracking, Dynatrace provides tools that help analysts determine which processes use what resources to troubleshoot and optimize at the process level. The organization has already met its commitment to switch to 100% renewable energy. Smart orchestration.

Cloud 246

Cloud Energy Innovation Infrastructure 246

O'Reilly

APRIL 22, 2025

These are typically tasks where explaining my intent is actually easier than writing the code myself, especially for data processing or file manipulation jobs where I can easily verify the results. Let me walk you through a recent example that perfectly illustrates this approach. So I went back to Claude and vibe coded a check script.

Code 97

Code Energy Education Design 97

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 260

Energy Airlines Transportation Analytics 260

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

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

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 245

Metrics Engineering Energy Tuning 245

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 246

Monitoring Software Software DevOps 246

VoltDB

NOVEMBER 14, 2024

Volt supports preventative maintenance by providing a high-speed data processing platform that handles time-series data from thousands of sensors, enabling real-time anomaly detection and rapid response. Energy Management Challenge: Energy-intensive industries face high utility costs and pressure to reduce their carbon footprints.

Energy 52

Energy Logistics Transportation Latency 52

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 244

Azure Technology Technology Cloud 244

Dynatrace

JULY 11, 2024

These capabilities are essential to providing real-time oversight of the infrastructure and applications that support modern business processes. Organizations need oversight of the entire innovation pipeline, from ideation to implementation, to identify bottlenecks and streamline development and testing processes.

Monitoring 264

Monitoring Retail Energy Cloud 264

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 246

Open Source Energy DevOps Innovation 246

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 299

Media Innovation Energy Architecture 299

VoltDB

NOVEMBER 20, 2024

Edge computing involves processing data locally, near the source of data generation, rather than relying on centralized cloud servers. By 2025, more manufacturers will use edge computing to power IIoT devices, allowing them to process data, analyze trends, and respond to anomalies instantaneously.

IoT 52

IoT Energy Latency Automotive 52

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 279

Artificial Intelligence Analytics Innovation Healthcare 279

VoltDB

DECEMBER 11, 2024

Edge computing has transformed how businesses and industries process and manage data. Real-Time Data Processing Bottlenecks Edge computing is lauded for enabling real-time data processing, but scaling such systems without delays remains a hurdle. As data streams grow in complexity, processing efficiency can decline.

IoT 52

IoT Energy Logistics Latency 52

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 277

AWS Artificial Intelligence Cloud Analytics 277

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 246

Artificial Intelligence Energy Government Technology 246

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 246

Internet Internet Energy Open Source 246

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 246

Best Practices DevOps Energy Innovation 246

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 305

AWS Efficiency Azure Cloud 305

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 246

Performance DevOps Innovation Energy 246

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 264

Strategy Energy Cloud Innovation 264

Brendan Gregg

OCTOBER 28, 2024

CPU profiling gets hard for JIT-complied code, like Java, as instructions and symbols are dynamically generated and placed in main memory (the process heap) without following a universal standard. Forget instruction profiling, even ps(1) and all the other process tools do not work. Process tools. Standard file formats.

Programming 130

Programming Hardware Tuning C++ 130

Dynatrace

MAY 13, 2020

A perfect example of this is a recent large-scale implementation of a partner’s multi-cloud management platform that manages high-volume application workloads for a US-based energy company. They deployed Dynatrace to provide real-time, full-stack performance insights that super-charge their operations team’s abilities on a day-to-day basis.

Innovation 211

Innovation Energy Monitoring Analytics 211

Dynatrace

AUGUST 29, 2024

IoT is transforming how industries operate and make decisions, from agriculture to mining, energy utilities, and traffic management. Both methods allow you to ingest and process raw data and metrics. Viewing the raw JSON file in Notebooks Dynatrace Notebooks and Dashboards allow you to analyze and visualize the ingested data.

IoT 264

IoT Analytics Transportation Metrics 264

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 246

Cloud Strategy Retail Energy 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. ASPLOS’19. Introducing race logic. Race logic encodes values by delaying signals.

Energy 52

Energy Hardware Efficiency Architecture 52

The Netflix TechBlog

JUNE 20, 2019

For the most recent hack day, we channeled our creative energy towards our studio efforts. By Guy Cirino and Carenina Garcia Motion TerraVision [link] TerraVision re-envisions the creative process and revolutionizes the way our filmmakers can search and discover filming locations. We know even the silliest idea can spur something more.

Energy 38

Energy Java AWS Google 38

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 276

Cache Azure Infrastructure Monitoring 276

The Netflix TechBlog

DECEMBER 3, 2019

We heard many stories about difficulties related to data access and basic data processing. We would focus our energy solely on improving data scientist productivity by being fanatically human-centric. Instead, we heard stories about projects where getting the first version to production took surprisingly long?—?mainly

Open Source 238

Open Source AWS Infrastructure Energy 238

Speed Curve

JANUARY 19, 2025

So in addition to all the optimization work we did for Google Docs, I got to spend a lot of time and energy working on the measurement problem: how can we get end-to-end latency numbers? Leadership wanted to know the real page load times end users were experiencing. How do we slice and dice them to find problem areas?

Performance 98

Performance Google Speed Metrics 98

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 246

Infrastructure Efficiency Government Transportation 246

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 233

Architecture Energy Benchmarking Processing 233

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 181

Energy Technology Technology Design 181