Percona

APRIL 14, 2023

Relatedly, that assumption is often applied to cloud-based managed services. Financial institutions appreciate the elasticity of the cloud but most often focus primarily on using it to scale up. Cross-train Investing in your employees is always a good idea, but expanding their skill sets can also reduce costs.

Database 81

Database Serverless Tuning Cloud 81

All Things Distributed

DECEMBER 18, 2017

Today, I'm happy to announce that the AWS EU (Paris) Region, our 18th technology infrastructure Region globally, is now generally available for use by customers worldwide. The cloud is an opportunity to stay competitive in each of these domains by giving companies freedom to innovate quickly.

AWS 112

AWS Artificial Intelligence Education Energy 112

Adrian Cockcroft

NOVEMBER 26, 2023

Google Cloud and Microsoft Azure released Scope 3 data in 2021. The last number I saw was “over 20GW”, and Amazon has much better global PPA coverage, including India and China, than Google Cloud and Microsoft Azure, who have very few PPAs in Asia.

AWS 52

AWS Energy IoT Best Practices 52

The Morning Paper

FEBRUARY 18, 2020

The following chart breaks down features in three main areas: training and auditing, serving and deployment, and data management, across six systems. Providing complete and usable third-party solutions is non-trivial (otherwise the cloud vendors would already have done it).

Government 95

Government Software Engineering Storage Database 95

Scalegrid

JANUARY 12, 2024

What is workload in cloud computing? Simply put, it’s the set of computational tasks that cloud systems perform, such as hosting databases, enabling collaboration tools, or running compute-intensive algorithms. The environments, which were previously isolated, are now working seamlessly under central control.

Cloud 130

Cloud Virtualization Storage Efficiency 130

Dynatrace

JANUARY 17, 2024

And an O’Reilly Media survey indicated that two-thirds of survey respondents have already adopted generative AI —a form of AI that uses training data to create text, images, code, or other types of content that reflect its users’ natural language queries. AI requires more compute and storage. AI performs frequent data transfers.

Strategy 221

Strategy Artificial Intelligence Storage Cloud 221

Testsigma

JULY 31, 2021

From learning and upgrading to staffing and infrastructure — there are plenty of costs involved. If you can manage infrastructure costs that include devices, machines, storage, etc., But if you’re a startup or don’t have the budget for in-house infrastructure, we recommend going for a cloud-based testing tool.

Mobile 52

Mobile Software Software Testing 52

The Symphonia

JUNE 19, 2018

Some in-depth and unusual client work (want to encrypt a petabyte of S3 storage? Since then Donna’s been bringing her expertise to Pulumi , a startup promising to make infrastructure automation much more friendly and less, well, YAML’ey. John and I (Mike) have had a fun three months. This is not as easy a task as one might imagine.

Serverless 40

Serverless AWS DevOps Open Source 40

High Scalability

OCTOBER 24, 2022

There's a move to regulate cloud providers by vertically separating the services they offer. Like railroads of yore, who were not allowed to provide freight services on top of their base services, cloud providers would not be allowed to provide services on top of their base platform services. The job of a cloud is to run workloads.

Cloud 187

Cloud Hardware Infrastructure Innovation 187

The Netflix TechBlog

NOVEMBER 6, 2023

In order to train the model on internal training data (video clips with aligned text descriptions), we implemented a scalable version on Ray Train and switched to a more performant video decoding library. These models are trained on large amounts of image-caption pairs via in-batch contrastive learning.

Media 225

Media Social Media Tuning Efficiency 225

Dynatrace

APRIL 26, 2023

Traditionally, cloud-resource management is done by collecting telemetry data for critical-capacity resources and configuring multi-level reactive alerting (warnings, errors, and critical errors) for those resources. Highly dynamic services are deployed to the cloud globally, where resources are requested and deployed on demand.

Games 212

Games Analytics Strategy Cloud 212

The Morning Paper

JUNE 13, 2019

As we saw with the SOAP paper last time out, even with a fixed model variant and hardware there are a lot of different ways to map a training workload over the available hardware. We’d like to pack models as efficiently as possible on the underlying infrastructure. But the vision clearly seems to include selection of the model itself.

Hardware 58

Hardware Latency Serverless Energy 58

O'Reilly

DECEMBER 2, 2019

What would the world look like if all of our storage was in the cloud, and access to that storage was so fast we didn’t care? If an office can get that kind of bandwidth to my laptop, with adequate guarantees for cloud security, why should we worry about office LANs? I do regular backups, but I know I’m the exception.

Wireless 53

Wireless Serverless IoT Artificial Intelligence 53

Brendan Gregg

APRIL 30, 2018

LISA originally stood for "Large Installation System Administration," where "large" meant systems with more than a gigabyte of storage, or with more than 100 users. Submit #lisa18 talk, training, panel, and demo proposals by May 24 [link]. Have something to say on the present & future of #ops? Hope to see you in Nashville!

DevOps 43

DevOps Network Best Practices Programming 43

Brendan Gregg

APRIL 29, 2018

LISA originally stood for "Large Installation System Administration," where "large" meant systems with more than a gigabyte of storage, or with more than 100 users. Submit #lisa18 talk, training, panel, and demo proposals by May 24 [link]. Have something to say on the present & future of #ops? Hope to see you in Nashville!

DevOps 40

DevOps Network Best Practices Programming 40

O'Reilly

MAY 19, 2020

Live online training, videos, books, certification prep, and more, from O’Reilly and our partner publishers. O’Reilly Learning > We wanted to discover what our readers were doing with cloud, microservices, and other critical infrastructure and operations technologies. Almost Completely Cloud-y.

Cloud 141

Cloud Serverless AWS Architecture 141

Scalegrid

MAY 13, 2020

High performance, query optimization, open source and polymorphic data storage are the major Greenplum advantages. Greenplum interconnect is the networking layer of the architecture, and manages communication between the Greenplum segments and master host network infrastructure. Polymorphic Data Storage. Greenplum Advantages.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

All Things Distributed

DECEMBER 13, 2016

In November 2015, Amazon Web Services announced that it would launch a new AWS infrastructure region in the United Kingdom. Today, I'm happy to announce that the AWS Europe (London) Region, our 16th technology infrastructure region globally, is now generally available for use by customers worldwide.

AWS 166

AWS Cloud Artificial Intelligence IoT 166

The Netflix TechBlog

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” Our job as a Machine Learning Infrastructure team would therefore not be mainly about enabling new technical feats.

Open Source 232

Open Source AWS Infrastructure Energy 232

The Netflix TechBlog

APRIL 26, 2022

We built Axion primarily to remove any training-serving skew and make offline experimentation faster. We make sure there is no training/serving skew by using the same data and the code for online and offline feature generation. Our machine learning models train on several weeks of data.

Storage 187

Storage Design Scalability Latency 187

Dynatrace

AUGUST 27, 2020

Cloud deployments have grown rapidly in recent years, and enterprise hybrid and multicloud environments have become the new standard, resulting in new challenges such as: Keeping up with dynamic, autoscaling environments where instances, applications and microservices come and go fast. AWS Storage Gateway. Dynatrace news. AWS OpsWorks.

AWS 269

AWS Cloud IoT Database 269

All Things Distributed

DECEMBER 12, 2018

In April 2017, Amazon Web Services announced that it would launch a new AWS infrastructure region Region in Sweden. Today, we add to that presence with an infrastructure Region in Stockholm with three Availability Zones. The AWS Europe (Stockholm) Region is our fifth European Region, joining Dublin, Frankfurt, London, and Paris.

AWS 124

AWS Cloud Games Serverless 124

Dynatrace

JULY 6, 2022

Organizations everywhere are adopting site reliability engineering (SRE) to cope with the growing complexity of hybrid and cloud-native environments. Indeed, more than 1,000 solutions are now incubating in the Cloud Native Computing Foundation and modern applications comprise thousands of discrete microservices. Dynatrace news.

Best Practices 186

Best Practices Open Source Tuning Infrastructure 186

O'Reilly

SEPTEMBER 19, 2023

Cloud computing? It progressed from “raw compute and storage” to “reimplementing key services in push-button fashion” to “becoming the backbone of AI work”—all under the umbrella of “renting time and storage on someone else’s computers.”

Hardware 99

Hardware Storage Big Data Blockchain 99

The Netflix TechBlog

DECEMBER 3, 2019

About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” Our job as a Machine Learning Infrastructure team would therefore not be mainly about enabling new technical feats.

Open Source 134

Open Source AWS Infrastructure Energy 134

Percona

JANUARY 30, 2023

Release highlights include: Incremental physical backups enable you to reduce storage costs and facilitate data safety for business crucial data. As such, you save on storage space and data transfer in case of cloud setups. This is the technical preview feature , yet we welcome your feedback to improve the functionality.

Open Source 84

Open Source Storage AWS Cloud 84

O'Reilly

NOVEMBER 12, 2019

Respondents who have implemented serverless made custom tooling the top tool choice—implying that vendors’ tools may not fully address what organizations need to deploy and manage a serverless infrastructure. In our analysis, we assigned experience levels to our respondents for some of the survey questions. Industries of survey respondents.

Serverless 88

Serverless Architecture FinTech Infrastructure 88

IO River

NOVEMBER 2, 2023

The code is declarative, which means you specify what you want the final configuration to look like, and Terraform ensures the infrastructure matches that desired state.‍So, ‍Terraform is a revolution in the way we handle infrastructure. Background‍The idea of managing infrastructure through code wasn't initiated by HashiCorp.

Open Source 52

Open Source DevOps AWS Azure 52

Percona

OCTOBER 18, 2023

Does anyone on my team require further training before we start? Look closely at your current infrastructure (hardware, storage, networks, etc.) Database setup To start your migration, you’ll need to install the new open source database software on your server or a cloud platform.

Open Source 92

Open Source Database Hardware Strategy 92

IO River

NOVEMBER 2, 2023

The code is declarative, which means you specify what you want the final configuration to look like, and Terraform ensures the infrastructure matches that desired state.‍So, What Exactly is Terraform?‍Terraform Terraform is a revolution in the way we handle infrastructure.

Open Source 40

Open Source DevOps AWS Azure 40

Testsigma

OCTOBER 16, 2020

SaaS (software as a service) which is one of the most popular forms of cloud computing has completely revolutionized the world of cloud computing as it is being adopted by a majority of the IT organizations to modernize their IT structure. With SaaS, you don’t need to invest in internal infrastructure.

Best Practices 81

Best Practices Virtualization Cloud Architecture 81

Percona

JUNE 22, 2023

To make data count and to ensure cloud computing is unabated, companies and organizations must have highly available databases. As such, fault tolerance is more expensive to implement because it requires dedicated infrastructure that completely mirrors the primary system. Some disruption might occur, but it will be minimal.

Availability 107

Availability Database Open Source Hardware 107

All Things Distributed

NOVEMBER 29, 2017

Though the AWS Cloud gives you access to the storage and processing power required for ML, the process for building, training, and deploying ML models has unique challenges that often block successful use of this powerful new technology. The challenges begin with collecting, cleaning, and formatting training data.

Tuning 94

Tuning AWS Scalability Infrastructure 94

Percona

APRIL 10, 2023

Percona XtraDB Cluster (PXC) supports critical business applications in your public, private, or hybrid cloud environment. GiB instead of G ) for the storage size, to make it multiple of the 1024 default kernel block size (thanks to Rodney Karemba for contribution) Download Percona Operator for PostgreSQL 1.4.0

Open Source 77

Open Source Servers AWS Database 77

High Scalability

NOVEMBER 25, 2019

It is limited by the disk space; it can’t expand storage elastically; it chokes if you run few I/O intensive processes or try collaborating with 100 other users. Our only option was to roll up our sleeves and build basic cloud file system components such as object store ourselves. Infrastructure Optimization. Google cloud.

Architecture 52

Architecture Cache Azure Storage 52