All Things Distributed

MARCH 19, 2018

For example, training on more data means more accurate models. At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion. Machine learning models are usually trained tens or hundreds of times. In machine learning, more is usually more.

Scalability 159

Scalability Hardware AWS Tuning 159

Percona

MARCH 23, 2023

Hardware Memory The amount of RAM to be provisioned for database servers can vary greatly depending on the size of the database and the specific requirements of the company. Some cloud providers also offer specialized instances for database workloads, which may provide additional features and optimizations for performance and scalability.

Performance 127

Performance Hardware Tuning Storage 127

Percona

OCTOBER 18, 2023

Flexibility and scalability Open source databases provide much greater flexibility regarding customization and configuration. Are you looking to enhance performance, improve scalability, cut expenses, or gain access to specific features you don’t currently have? Does anyone on my team require further training before we start?

Open Source 96

Open Source Database Hardware Strategy 96

High Scalability

JULY 26, 2018

Ops: "Sorry, 3-5 month lead time on DC hardware and our switches are near capacity" - coming soon to an on-prem "serverless" project near you. Peter : DARPA foresee a third one in which context-based programs are able to explain and justify their own reasoning. Exponential growth is likely to be sustained for many more. Quotes are back baby.

Internet 124

Internet Internet Scalability Serverless 124

Scalegrid

MAY 13, 2020

Greenplum Database is an open-source , hardware-agnostic MPP database for analytics, based on PostgreSQL and developed by Pivotal who was later acquired by VMware. Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. What Exactly is Greenplum? At a glance – TLDR. Open Source.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Percona

NOVEMBER 9, 2023

But for those who are not so familiar, in this post, we will discuss how Kubernetes has emerged as the unsung hero in an industry where agility and scalability are critical success factors. Your workloads, encapsulated in containers, can be deployed freely across different clouds or your own hardware. have adopted Kubernetes.

Efficiency 106

Efficiency Cloud Healthcare Open Source 106

The Netflix TechBlog

DECEMBER 23, 2020

everything from the frontend API for netflix.com, to machine learning training workloads, to video encoders. Titus internally employs a cellular bulkhead architecture for scalability, so the fleet is composed of multiple cells. We do this for reliability, scalability, and efficiency reasons.

Media 286

Media Metrics Systems Processing 286

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. It also supports the flexibility and scalability of the database infrastructure.

Availability 111

Availability Database Open Source Hardware 111

High Scalability

OCTOBER 24, 2022

There is no structural separation as there is with a train service. Each cloud-native evolution is about using the hardware more efficiently. Nitro is a revolutionary combination of purpose-built hardware and software designed to provide performance and security. So why bother innovating?

Cloud 187

Cloud Hardware Infrastructure Innovation 187

High Scalability

SEPTEMBER 14, 2018

Uniting multidisciplinary teams of researchers and educators from 17 universities, IRIS-HEP will receive $5 million a year for five years from the NSF with a focus on producing innovative software and training the next generation of users. Post-accident attribution accident to a ‘root cause’ is fundamentally wrong.

Internet 30

Internet Internet Scalability Education 30

Dynatrace

OCTOBER 26, 2020

Christian Inzko , Performance Engineer out of our Klagenfurt Lab, is running a lot of performance tests to validate performance and scalability of our Dynatrace clusters. First, they used a video camera and trained an AI model but then decided to use a less privacy-intrusive variant with an infrared sensor. Raspberry Pi Model 3 B.

Innovation 154

Innovation Metrics Hardware Games 154

The Morning Paper

SEPTEMBER 26, 2019

…pilots are trained and instructed to trust the instruments more than their intuition. Therefore, through this research, we highlight an open research challenge of building secure, scalable and efficient aircraft landing systems. If the instruments ask them to fly right, the pilots will fly right. Emphasis mine).

Wireless 91

Wireless Systems Airlines Hardware 91

The Netflix TechBlog

FEBRUARY 13, 2020

It brought a whole range of additional features such as spatial scalability, region of interest coding, range of supported bit-depths, flexible number of color planes, lossless coding, etc. There is a potential benefit in reusing the hardware in place for video compression/decompression.

Code 212

Code Metrics Efficiency Open Source 212

O'Reilly

JULY 15, 2020

Combined, technology verticals—software, computers/hardware, and telecommunications—account for about 35% of the audience (Figure 2). Just under 44% cited the benefit of “better overall scalability,” followed (43%) by “more frequent code refreshes.” Figure 2: Respondent industries. The high showing for API quality—i.e.,

Database 135

Database Architecture Education Systems 135

High Scalability

NOVEMBER 25, 2019

For highly scalable services, going outside of java process is costly, even to go to Memcache or Redis so we do in-memory cache with varying TTL for some highly used data structures like access control computation, feature flags, routing metadata etc. Once it's resolved our pipeline takes over and the ticket catches the next release train.

Architecture 52

Architecture Cache Azure Storage 52