Dynatrace

SEPTEMBER 30, 2021

Digital transformation, the process of integrating digital technology into all areas of a business, is a foundational change in how modern organizations deliver value to customers and improve internal processes. Cloud migration can also be an opportunity for organizations to embrace green-field technologies and projects from the ground up.

Cloud 172

Cloud Traffic Best Practices Strategy 172

Adrian Cockcroft

JANUARY 17, 2022

There were five trends and topics for 2021, Serverless First, Chaos Engineering, Wardley Mapping, Huge Hardware, Sustainability. The need for systems to be resilient is still increasing, and chaos engineering tools and techniques are developing as a key way to validate that resilience is working as designed.

Serverless 98

Serverless Hardware AWS Architecture 98

ACM Sigarch

MAY 31, 2023

Introduction Memory systems are evolving into heterogeneous and composable architectures. Heterogeneous and Composable Memory (HCM) offers a feasible solution for terabyte- or petabyte-scale systems, addressing the performance and efficiency demands of emerging big-data applications. The recently announced CXL3.0

Latency 52

Latency Hardware Cache Architecture 52

Scalegrid

JANUARY 5, 2024

If you’re considering a database management system, understanding these benefits is crucial. Understanding Database Management Systems (DBMS) A Database Management System (DBMS) assists users in creating and managing databases. In a DBMS, data serves as the material which the system stores, structures, and controls.

Efficiency 147

Efficiency Storage Database Scalability 147

O'Reilly

SEPTEMBER 15, 2021

Most respondents participated in training of some form. Learning new skills and improving old ones were the most common reasons for training, though hireability and job security were also factors. Company-provided training opportunities were most strongly associated with pay increases. Demographics.

Azure 145

Azure Social Media Programming AWS 145

Percona

DECEMBER 27, 2023

The evolution of cloud-native technology has been nothing short of revolutionary. As we step into 2024, the cornerstone of cloud-native technology, Kubernetes, will turn ten years old. Creating repositories for memory-safe patterns in cloud systems to improve overall security.

Cloud 80

Cloud Open Source Strategy Best Practices 80

Percona

JUNE 22, 2023

Defining high availability In general terms, high availability refers to the continuous operation of a system with little to no interruption to end users in the event of hardware or software failures, power outages, or other disruptions. Some disruption might occur, but it will be minimal. More in the following sub-section.)

Availability 108

Availability Database Open Source Hardware 108

ACM Sigarch

APRIL 26, 2018

GPU: Graphics Processing Unit (GPU) , which achieves high data parallelism with its SIMD architecture, has played a great role in the current AI market, from training to inference. The new DGX-2, which achieves 2 petaFLOPS in the system, combines 16 fully interconnected GPUS with 10x the deep learning performance. TFLOPS FP-64, 14.8

Hardware 99

Hardware Artificial Intelligence Architecture Google 99

The Morning Paper

FEBRUARY 18, 2020

The authors of the paper have "extensive experience of using ML technologies in production settings" between them. ML learning systems combine the characteristics of software, e.g. the need for CI/CD pipelines, and of data, e.g. the need to track lineage. EGML requirements.

Government 95

Government Software Engineering Storage Database 95

Adrian Cockcroft

JUNE 2, 2023

The maturing of various AI technologies has also hit some tipping points and is evolving extremely quickly week by week. There was a good talk on How to Build Responsible Systems While Leveraging Generative AI Capabilities by Sriram Subramanian of Microsoft, and I had several interesting conversations with him.

Social Media 98

Social Media Innovation Open Source Entertainment 98

Percona

OCTOBER 18, 2023

Parallel run : Operating both the existing and new database system simultaneously during the transition, allowing for a seamless fallback in case of any issues. Resource allocation: Personnel, hardware, time, and money The migration to open source requires careful allocation (and knowledge) of the resources available to you.

Open Source 92

Open Source Database Hardware Strategy 92

Brendan Gregg

MAY 1, 2022

My dream is to turn computer performance analysis into a science, one where we can completely understand the performance of everything: of applications, libraries, kernels, hypervisors, firmware, and hardware. and have a massive impact on the world. You never know a company (or person) until you see them on their worst day.

Wireless 52

Wireless Hardware Open Source Cloud 52

The Netflix TechBlog

DECEMBER 23, 2020

By Fabio Kung , Sargun Dhillon , Andrew Spyker , Kyle , Rob Gulewich, Nabil Schear , Andrew Leung , Daniel Muino, and Manas Alekar As previously discussed on the Netflix Tech Blog, Titus is the Netflix container orchestration system. everything from the frontend API for netflix.com, to machine learning training workloads, to video encoders.

Media 286

Media Metrics Systems Processing 286

All Things Distributed

NOVEMBER 30, 2016

We also have a great deal of machine learning technology that can benefit machine scientists and developers working outside Amazon. automatic speech recognition, natural language understanding, image classification), collect and clean the training data, and train and tune the machine learning models. Amazon Lex.

AWS 165

AWS Lambda Artificial Intelligence Mobile 165

The Morning Paper

MAY 14, 2019

Last time around we looked at the DeathStarBench suite of microservices-based benchmark applications and learned that microservices systems can be especially latency sensitive, and that hotspots can propagate through a microservices architecture in interesting ways. Distributed tracing and instrumentation.

Big Data 45

Big Data Cloud Performance Hardware 45

Adrian Cockcroft

JUNE 21, 2022

Photo by Adrian I spent six years at Cambridge Consultants, building some interesting systems, managing our Sun workstations and learning a lot, but by then Sun had opened a sales office across the street, and I wanted to find out what they were going to release next, before everyone else.

Tuning 52

Tuning Benchmarking Engineering C++ 52

Tasktop

MAY 28, 2020

The first geodetic SECOR satellite surveying system to offer coast-to-coast measurement of the country. And first to invent the “Top Gun” Air Combat Training System back in the early ‘70s. . Much of Cubic’s success stems from its ability to harness technology to rapidly adapt to the evolving needs of people and society.

Speed 52

Speed Metrics Transportation Hardware 52

All Things Distributed

DECEMBER 12, 2018

They can run applications in Sweden, serve end users across the Nordics with lower latency, and leverage advanced technologies such as containers, serverless computing, and more. All across the Nordics, AWS technologies are fostering a culture of entrepreneurship and experimentation, helping to grow the next generation of Nordic enterprises.

AWS 124

AWS Cloud Games Serverless 124

All Things Distributed

SEPTEMBER 4, 2017

When a technology has its breakthrough, can often only be determined in hindsight. And thirdly, an "algorithmic revolution" has taken place, meaning it is now possible to train trillions of algorithms simultaneously, making the whole machine learning process much faster. That is the case right now with AI and ML.

Artificial Intelligence 147

Artificial Intelligence Transportation Education Airlines 147

O'Reilly

JULY 15, 2020

Almost one-third (29%) of respondents say their employers are migrating or implementing a majority of their systems (over 50%) using microservices. software and systems architects, technical leads—architects represent almost 28% of the sample. Adopters are betting big on microservices. Figure 1: Respondent roles.

Database 134

Database Architecture Education Systems 134

All Things Distributed

MARCH 11, 2015

In the past analytics within an organization was the pinnacle of old style IT: a centralized data warehouse running on specialized hardware. With the new BI system the company is able to run analytics across 140 stories per day, in real time, and increase their agility for completing analytics tasks from months to days.

Analytics 135

Analytics Cloud Healthcare Retail 135

CSS Wizardry

APRIL 2, 2018

I want to begin this post with a disclaimer: I’m not an audiophile, and I don’t claim to be particularly knowledgable when it comes to music technology. When I’m on a flight (as I am right now) or a train, this extra bulk doesn’t bother me too much—I get settled in anyway, so I don’t mind the extra room it takes. Combine Libraries.

Website 108

Website Media Hardware Monitoring 108

O'Reilly

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. Executive Summary We’ve never seen a technology adopted as fast as generative AI—it’s hard to believe that ChatGPT is barely a year old. When 26% of a survey’s respondents have been working with a technology for under a year, that’s an important sign of momentum.

Open Source 106

Open Source Artificial Intelligence Google Infrastructure 106

High Scalability

SEPTEMBER 14, 2018

72 : signals sensed from a distant galaxy using AI; 12M : reddit posts per month; 10 trillion : per day Google generated test inputs with 100s of servers for several months using OSS-Fuzz; 200% : growth in Cloud Native technologies used in production; $13 trillion : potential economic impact of AI by 2030; 1.8 They'll love you even more.

Internet 30

Internet Internet Scalability Education 30

Alex Russell

JUNE 20, 2020

Recall that browsers arose atop platforms that universally provided a host of services by the late 90's: system fonts (to support layout programs, including WYSIWYG editing). In each quantum of time, hardware and OS vendors press ahead, adding features. This is often determined by hardware integration and device replacement rates.

Hardware 55

Hardware Games Java Media 55

O'Reilly

SEPTEMBER 19, 2023

” That came to mind when a friend raised a point about emerging technology’s fractal nature. A company then needed to train up their ops team to manage the cluster, and their analysts to express their ideas in MapReduce. Doubly so as hardware improved, eating away at the lower end of Hadoop-worthy work.

Hardware 97

Hardware Storage Big Data Blockchain 97

The Agile Manager

JUNE 23, 2007

This might be a data centre where hardware uptime is guaranteed to process transactions, a timesheeting capability that is available on-demand, or development of a custom application to analyse asset backed securities. play with shiny new toys) without taking us out of our comfort zone (the technology space versus the business space).

Technology 40

Technology Technology Energy Innovation 40

Alex Russell

JANUARY 30, 2024

HTML, CSS, images, and fonts can all be parsed and run at near wire speeds on low-end hardware, but JavaScript is at least three times more expensive, byte-for-byte. " This doesn't mean that 4G is one thing, or that it's deployed evenly, or even that the available spectrum will remain stable within a single generation of radio technology.

Performance 90

Performance Network Mobile Speed 90

High Scalability

NOVEMBER 25, 2019

He and his colleagues spend their productive hours scaling large distributed file systems. Our only option was to roll up our sleeves and build basic cloud file system components such as object store ourselves. Java used to power core file system code. What is the name of your system and where can we find out more about it?

Architecture 52

Architecture Cache Azure Storage 52

O'Reilly

OCTOBER 11, 2022

meme originated in IT’s transformation from manual system administration to automated configuration management and software deployment. We could see it as an example of 1980s-style “ expert systems ,” based on deterministic business rules. We’ll see it in compliance. We’ll see it in healthcare. We’ll see it in banking.

Games 114

Games Healthcare Processing Retail 114

O'Reilly

JULY 20, 2021

Most recently, IBM used Flickr photos that were shared under a Creative Commons license to train facial recognition algorithms. There may be alarm systems. There have been cases of harassment, intimidation, and domestic abuse by people whose access should have been revoked: for example, an ex-partner turning off the heating system.

Google 121

Google Games Technology Technology 121