Dynatrace

OCTOBER 23, 2023

Communicating security insights efficiently across teams in your organization isn’t easy Security management is a complex and challenging task; effectively communicating security insights is even more so. Sample dashboard Next, you want to prepare an efficient plan for remediation.

Efficiency 217

Efficiency Best Practices Tuning Internet 217

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. RAG augments user prompts with relevant data retrieved from outside the LLM.

Cache 209

Cache Azure Infrastructure Monitoring 209

Dynatrace

APRIL 21, 2022

Performance efficiency. Figure 1 – Individual Host pages show performance metrics, problem history, event history, and related processes for each host. Right-sizing is an iterative process where you adjust the size of your resource to optimize for cost. Performance Efficiency. Operational excellence. Reliability.

Azure 193

Azure Monitoring Virtualization Metrics 193

Scalegrid

JANUARY 8, 2024

Real-world examples like Spotify’s multi-cloud strategy for cost reduction and performance, and Netflix’s hybrid cloud setup for efficient content streaming and creation, illustrate the practical applications of each model. Thus making it an ideal choice for businesses seeking a successful implementation of their multi-cloud strategy.

Strategy 147

Strategy Cloud Scalability Artificial Intelligence 147

The Netflix TechBlog

SEPTEMBER 24, 2021

By Xiaomei Liu , Rosanna Lee , Cyril Concolato Introduction Behind the scenes of the beloved Netflix streaming service and content, there are many technology innovations in media processing. Packaging has always been an important step in media processing. Uploading and downloading data always come with a penalty, namely latency.

Cloud 237

Cloud Media Storage Cache 237

Official Blog - World Web Technology

JANUARY 25, 2024

This software development approach is a dynamic, customer-centric approach that emphasizes an iterative yet collaborative development process. The Agile software development process promotes incremental releases of functional software. Customer involvement is integral throughout the process.

Software 59

Software Software Development Efficiency 59

The Netflix TechBlog

NOVEMBER 29, 2023

Bitrate versus quality comparison HDR-VMAF is designed to be format-agnostic — it measures the perceptual quality of HDR video signal regardless of its container format, for example, Dolby Vision or HDR10. This is achieved by more efficiently spacing the ladder points, especially in the high-bitrate region. The graphic below (Fig.

Open Source 252

Open Source Software Engineering Internet Internet 252

The Netflix TechBlog

FEBRUARY 13, 2023

We have been leveraging machine learning (ML) models to personalize artwork and to help our creatives create promotional content efficiently. We accomplish this by paving the path to: Accessing and processing media data (e.g. An average title has 2k shots, which means that we need to enumerate and process ~2M pairs. mp4, clip1.mp4,

Media 290

Media Storage Infrastructure Systems 290

Dynatrace

DECEMBER 21, 2022

As the process of cloud modernization becomes ever more complex, there is an even greater need to embrace the emerging role of cloud architect to accelerate transformation. Partners are integral to the process and a necessity if organizations want to achieve faster, greater, and more scalable modernization. . Developers.

Cloud 147

Cloud Architecture Strategy Scalability 147

Dynatrace

FEBRUARY 16, 2023

The Carbon Impact dashboard: Your IT carbon footprint overview The Carbon footprint summary reports total CO2e emissions for the selected and preceding timeframes for quick interval-based comparisons. It provides data center, host, process, and application details to help you understand where to focus your efforts.

Energy 188

Energy Airlines Analytics Transportation 188

Scalegrid

OCTOBER 17, 2019

In that environment, the first PostgreSQL developers decided forking a process for each connection to the database is the safest choice. It is difficult to fault their argument – as it’s absolutely true that: Each client having its own process prevents a poorly behaving client from crashing the entire database.

Architecture 200

Architecture Database Latency Servers 200

Percona

SEPTEMBER 1, 2023

The choice of character set and encoding impacts not only efficiency but also how the data appears to users. This conversion ensures that the data appears correctly to users and can be processed and displayed as intended. This difference in storage size can lead to variations in the size of index entries, which can impact efficiency.

Performance 52

Performance Storage Social Media Database 52

Dynatrace

NOVEMBER 4, 2022

Overall, 53% of IT leaders say t he number of tools needed to monitor the end-to-end technology stack makes it difficult to operate efficiently. When issues arise, teams can’t depend on these tools for quick resolutions, because data comparisons are difficult and contribute to delays. A new approach for the digital age .

Government 147

Government Analytics Cloud Storage 147

Smashing Magazine

SEPTEMBER 29, 2021

Users appreciate high-quality visuals, but care needs to be taken to deliver those hero images, product photos and cat memes as efficiently and effectively as possible. The efficiency of a codec can be mainly measured by how much compression it can achieve. A complex decoding process can slow down the rendering of images.

Open Source 144

Open Source Speed Website Google 144

The Netflix TechBlog

FEBRUARY 13, 2020

By Aditya Mavlankar, Jan De C**k¹, Cyril Concolato, Kyle Swanson, Anush Moorthy and Anne Aaron TL; DR We need an alternative to JPEG that a) is widely supported, b) has better compression efficiency and c) has a wider feature set. High-Efficiency Video Coding ( HEVC ) is the successor of H.264, 264, a.k.a.

Code 212

Code Metrics Efficiency Open Source 212

The Netflix TechBlog

MARCH 13, 2020

The teams have been working closely on SVT-AV1 development, discussing architectural decisions, implementing new tools, and improving compression efficiency. The SVT-AV1 encoder supports all AV1 tools which contribute to compression efficiency.

Open Source 154

Open Source Efficiency C++ Speed 154

Dynatrace

JANUARY 16, 2020

Part two added a few simple examples of how intellectual debt might accrue, highlighting the subtle but real drag on efficiency. Since we began the series pointing out parallels to technical debt, let’s revisit that comparison. The reasons we inadvertently accrue intellectual debt are similar to those that contribute to technical debt.

Cloud 157

Cloud Artificial Intelligence Virtualization Efficiency 157

Dynatrace

SEPTEMBER 3, 2020

In comparison, the AIOps approach discussed within this article, is built upon a radically different deterministic AI engine – at Dynatrace known as Davis – that yields precise, actionable results in real-time. The second major concern I want to discuss is around the data processing chain. The four stages of data processing.

Software 264

Software Software Artificial Intelligence Metrics 264

Dynatrace

JANUARY 31, 2022

Shift-left is the practice of moving testing, quality, and performance evaluation early in the software development process, thus the process of shifting to the “left” side of the DevOps lifecycle. To automate part of the process, teams can use application programming interface calls.

DevOps 207

DevOps Testing Monitoring Speed 207

Dynatrace

FEBRUARY 10, 2021

Broad-scale observability focused on using AI safely drives shorter release cycles, faster delivery, efficiency at scale, tighter collaboration, and higher service levels, resulting in seamless customer experiences. Automated release inventory and version comparison. All-in-one observability and enterprise-grade control plane.

Cloud 171

Cloud DevOps Speed Azure 171

The Netflix TechBlog

APRIL 17, 2019

The standard specification describes in minute detail how a video bitstream should be processed in order to produce displayable video frames. SVT-AV1 uses parallelization at several stages of the encoding process, which allows it to adapt to the number of available cores including newest servers with significant core count.

Open Source 166

Open Source Scalability Speed Efficiency 166

Dynatrace

JANUARY 31, 2022

Shift-left is the practice of moving testing, quality, and performance evaluation early in the software development process, thus the process of shifting to the “left” side of the DevOps lifecycle. To automate part of the process, teams can use application programming interface calls. Watch webinar.

DevOps 202

DevOps Testing Monitoring Speed 202

The Morning Paper

DECEMBER 13, 2020

The point of blocking is to reduce the number of comparisons that have to be made later on – the key idea is that any two entity descriptions that have a chance of referring to the same real-world entity should end up in the same block under at least one of the blocking keys. Block processing.

Big Data 83

Big Data Open Source Processing Analytics 83

Dynatrace

MARCH 10, 2021

This accurate and precise intelligence is now the type of data that can be trusted to trigger auto-remediation processes proactively. To start, let’s look at the illustration below to see how these two operate in comparison: Also to note on traditional machine learning: by its very nature of operation it is slow and less agile.

AWS 146

AWS Cloud Artificial Intelligence Innovation 146

Official Blog - World Web Technology

FEBRUARY 5, 2024

The Elementor tools streamline the web design process with several tools and features. Elementor website builder stands out as a challenging choice for numerous compelling reasons: User-Friendly Interface: Elementor’s intuitive drag-and-drop editor simplifies the website-building process. What Can You Build With Elementor?

Website 59

Website Design Ecommerce Efficiency 59

Dynatrace

MAY 16, 2019

Here’s a quick graphical comparison of the Pivotal Dev-to-Ops ratio, that of the Dynatrace elite category, and the average ratio identified by the survey. Labor costs and cycle times slowed down by manual process errors is the wrong answer. Give your developers more operational responsibility and build processes based on collaboration.

Innovation 190

Innovation Cloud DevOps Best Practices 190

The Morning Paper

APRIL 16, 2019

Teaching rigorous distributed systems with efficient model checking Michael et al., DSLabs post-processes failing traces to present them in the easiest to understand form possible for students, with events laid out in causal order wherever possible. As a comparison, an unguided search took an average of 12 hours to do so.

Systems 43

Systems Efficiency Testing Strategy 43

The Netflix TechBlog

SEPTEMBER 29, 2022

One index (“current”) gives users a best-effort view into the current state of the system, while the other index (“historic”) gives users a best effort longitudinal view for messages, allowing them to trace the messages as they flow through Timestone, and answer questions such as time spent in a state, and number of processing errors.

Latency 212

Latency Systems Media Serverless 212

SQL Performance

MARCH 9, 2022

But SQL Server doesn’t currently support an efficient combination of parallel order-preserving index operation prior to a parallel batch-mode Window Aggregate operator, so as a result, an explicit parallel Sort operator precedes each of the parallel Window Aggregate operators. That’s a pretty efficient plan! Performance Comparison.

C++ 138

C++ Code Efficiency Performance 138

Percona

MARCH 29, 2023

As the amount of data grows, the need for efficient data compression becomes increasingly important to save storage space, reduce I/O overhead, and improve query performance. Snappy compression is designed to be fast and efficient regarding memory usage, making it a good fit for MongoDB workloads. provides higher compression rates.

Storage 106

Storage Network Open Source Latency 106

Official Blog - World Web Technology

NOVEMBER 24, 2023

ReactJS utilizes virtual DOM to improve the updating efficiency of actual DOM. This is due to its flexibility, efficiency, simplified tools and huge libraries built around it. NodeJS allows efficient management of I/O operations without creating new threads for each request. Virtual DOM It means Document Object Model.

Development 52

Development Virtualization Open Source Architecture 52

Daniel Lemire

FEBRUARY 8, 2019

In some instances, libdivide can even be more efficient than compilers because it uses an approach introduced by Robison (2005) where we not only use multiplications and shifts, but also an addition to avoid arithmetic overflows. For this test, I am using an Intel (skylake) processing and GCC 8.1. if ( ( i % 3 ) = = 0 ). Fast approach.

C++ 279

C++ Benchmarking Hardware Testing 279

High Scalability

SEPTEMBER 7, 2018

Once inside the function, there's nothing wrong with multi-threading to do the work as efficiently as possible. Matthew Dillon : This is *very* impressive efficiency. This is *very* impressive efficiency. We fairly frequently see performance get 5% or more worse over time in a single process execution.

Internet 137

Internet Internet Scalability Lambda 137

Testsigma

MARCH 12, 2021

Robotic Process Automation and Test Automation are two confusing terms in testing processes. Similar to TDD and BDD processes, RPA and test automation seem like a single branch of the test segment which is common to be exchanged in communication during planning. What is Robotic Process Automation (RPA)? Source: [link].

Artificial Intelligence 97

Artificial Intelligence Testing Energy Analytics 97

Tech News Gather

NOVEMBER 5, 2023

Energy Consumption of Bitcoin Mining: Mining is the process of validating transactions and adding them to the blockchain. Quark Fusion Reactors: A Glimpse into the Future Traditional Fusion vs. Quark Fusion: Fusion energy, the process powering our sun, has been a research focus for decades.

Government 52

Government Blockchain Energy Innovation 52

Particular Software

SEPTEMBER 20, 2021

It’s less of an apples-to-oranges comparison and more like apples-to-orange-sherbet. But to be fair, we also have to process the messages on the server before we can consider the messaging case to be complete. As a result, many more messages can be sitting in queues even while the system is processing at peak capacity.

Benchmarking 97

Benchmarking Latency Servers Systems 97

The Netflix TechBlog

NOVEMBER 2, 2021

Perceptual quality measurements are used to drive video encoding optimizations , perform video codec comparisons , carry out A/B testing and optimize streaming QoE decisions to mention a few. This system is responsible for processing incoming media files, such as video, audio and subtitles, and making them playable on the streaming service.

Media 171

Media Innovation Metrics Latency 171