Dynatrace

DECEMBER 15, 2022

While engaging the automatic instrumentation of the Dynatrace OneAgent makes log ingestion automatic and scalable , our customers have set up multiple other log ingestion methods. Fluentd is known for its flexibility and is also highly scalable, which makes it a good choice for high-volume environments. Log ingestion strategy No.

Strategy 180

Strategy AWS Open Source Transportation 180

Dotcom-Montior

OCTOBER 6, 2021

A site reliability engineer, or SRE, is a role that that encompasses aspects of both software engineering and operations/infrastructure. The term site reliability engineering first came into existence at Google in 2003 when a site reliability team was created. At that time, the team was made up of software engineers.

Engineering 67

Engineering DevOps Monitoring Google 67

All Things Distributed

AUGUST 20, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Managing Cold Storage with Amazon Glacier. With the introduction of Amazon Glacier , IT organizations now have a solution that removes the headaches of digital archiving and provides extremely low cost storage. All Things Distributed. Comments ().

Storage 122

Storage Cloud AWS Media 122

Dynatrace

JANUARY 16, 2023

Most Kubernetes clusters in the cloud (73%) are built on top of managed distributions from the hyperscalers like AWS Elastic Kubernetes Service (EKS), Azure Kubernetes Service (AKS), or Google Kubernetes Engine (GKE). Through effortless provisioning, a larger number of small hosts provide a cost-effective and scalable platform.

Open Source 343

Open Source Java Operating System Programming 343

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! To sustain this data growth at Netflix, it has deployed open-source software Ceph using AWS services to achieve the required SLOs of some of the post-production workflows.

AWS 37

AWS Entertainment Open Source Benchmarking 37

Dynatrace

OCTOBER 7, 2021

Amazon Web Services (AWS), offers a wide range of serverless solutions. To get a better understanding of AWS serverless, we’ll first explore the basics of serverless architectures, review AWS serverless offerings, and explore common use cases. Scalability. Finally, there’s scalability. Reliability.

Serverless 280

Serverless AWS Lambda Storage 280

All Things Distributed

JANUARY 19, 2011

Werner Vogels weblog on building scalable and robust distributed systems. AWS Elastic Beanstalk: A Quick and Simple Way into the Cloud. Additionally customers are not restricted to AWS services; they can mix-and-match services from other providers to best meet their needs. and Engine Yard , Springsource users have CloudFoundry.

AWS 115

AWS Cloud Java Operating System 115

The Netflix TechBlog

MAY 21, 2019

Netflix engineers run a series of tests and benchmarks to validate the device across multiple dimensions including compatibility of the device with the Netflix SDK, device performance, audio-video playback quality, license handling, encryption and security. which allows fast deployment times and rapid scalability.

Testing 163

Testing AWS Lambda Network 163

HammerDB

APRIL 19, 2023

As database performance is heavily influenced by the performance of storage, network, memory, and processors, we must understand the upper limit of these key components. For example, if you are buying the latest Amazon memory-optimized EC2 instance (R7iz), the AWS page ( [link] ) tells us the following: Up to 3.9 4.22 %usr 38.40

Performance 54

Performance Benchmarking Cache Storage 54

All Things Distributed

SEPTEMBER 25, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Amazon RDS Provisioned IOPS is ideal for mission-critical online transaction processing (OLTP) workloads that require a high performance storage option with consistent IOPS, within a narrow band of tolerance. Provisioned IOPS storage in RDS. Comments ().

Cloud 117

Cloud AWS Storage Database 117

Dynatrace

NOVEMBER 23, 2020

Nevertheless, there are related components and processes, for example, virtualization infrastructure and storage systems (see image below), that can lead to problems in your Kubernetes infrastructure. Configuring storage in Kubernetes is more complex than using a file system on your host. The Kubernetes experience.

Virtualization 161

Virtualization Infrastructure Monitoring Cloud 161

All Things Distributed

JULY 19, 2012

Werner Vogels weblog on building scalable and robust distributed systems. AWS customers are bringing their most demanding workloads onto the cloud. Magnetic disks are rapidly starting to exhibit tape-like properties and with modern workloads being increasingly random, they are becoming less and less suitable as a storage system.

Cloud 129

Cloud Performance AWS Virtualization 129

The Netflix TechBlog

DECEMBER 21, 2020

By Anupom Syam Background At Netflix, our current data warehouse contains hundreds of Petabytes of data stored in AWS S3 , and each day we ingest and create additional Petabytes. We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits.

Storage 203

Storage Latency Efficiency Data Engineering 203

All Things Distributed

AUGUST 17, 2011

Werner Vogels weblog on building scalable and robust distributed systems. As some of you may remember I was pretty excited when Amazon Simple Storage Service (S3) released its website feature such that I could serve this weblog completely from S3. Driving Storage Costs Down for AWS Customers. All Things Distributed.

Servers 126

Servers Social Media AWS Website 126

All Things Distributed

AUGUST 24, 2012

Werner Vogels weblog on building scalable and robust distributed systems. The AWS team launched this week Amazon Glacier , a cold storage archive service at the very low price point of $0.01 The AWS team launched this week Amazon Glacier , a cold storage archive service at the very low price point of $0.01

Storage 108

Storage Hardware AWS Data Engineering 108

All Things Distributed

APRIL 28, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Expanding the Cloud - Opening the AWS Asia Pacific (Singapore) Region. Today Amazon Web Services has taken another important step in serving customers worldwide: the AWS Asia Pacific (Singapore) Region is now launched. All Things Distributed. Comments ().

AWS 61

AWS Cloud Latency Storage 61

All Things Distributed

APRIL 5, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Empowering innovation is at the heart of everything we do at Amazon Web Services (AWS). I often get to meet, discuss, and learn from innovators how they are using AWS to deliver transformative applications to their users, customers and partners.

Innovation 146

Innovation AWS Education Network 146

All Things Distributed

SEPTEMBER 6, 2013

This spring I travelled through Europe for the AWS Global Summit series. Europe is a continent with much diversity and for each country there are great AWS customer examples to tell. To reach those goals, Shell in 2010 began using AWS. Shell leverages AWS for big data analytics to help achieve these goals.

Cloud 129

Cloud Energy AWS Healthcare 129

All Things Distributed

AUGUST 18, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Many of our Big-Data customers already saw a big drop in their AWS bill last month when the cost of incoming bandwidth was dropped to $0.00. However, this cannot be done without efficient, scalable data analytics. Countdown to What is Next in AWS.

Big Data 111

Big Data Analytics AWS Cloud 111

All Things Distributed

MARCH 20, 2012

Werner Vogels weblog on building scalable and robust distributed systems. s AWS Elastic Beanstalk announcement of PHP and Git support reminded me of the post where I mentioned that we want to let a thousand platforms bloom on AWS. Some might ask why AWS would want a thousand platforms. A Thousand Platforms. Comments ().

AWS 104

AWS Scalability Java Storage 104

All Things Distributed

DECEMBER 18, 2012

Werner Vogels weblog on building scalable and robust distributed systems. After the AWS re: Invent conference I spent two weeks in Europe for the last customer visits of the year. Although there are still a few very exciting AWS news updates to happen this year. All Things Distributed. The Back-to-Basics Readings of 2012.

Operating System 144

Operating System Cache AWS Scalability 144

Adrian Cockcroft

JUNE 21, 2022

So in 1988 I joined the Sun sales force and became a Systems Engineer (nowadays we would say Solutions Architect). I became the Sun UK local specialist in performance and hardware, and as Sun transitioned from a desktop workstation company to sell high end multiprocessor servers I was helping customers find and fix scalability problems.

Tuning 52

Tuning Benchmarking Engineering C++ 52

All Things Distributed

DECEMBER 5, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Route 53 has the business properties that you have come to expect from an AWS service: fully self-service and programmable, with transparent pay-as-you-go pricing and no minimum usage commitments. Driving Storage Costs Down for AWS Customers.

Cloud 117

Cloud Internet Internet AWS 117

All Things Distributed

SEPTEMBER 30, 2010

Werner Vogels weblog on building scalable and robust distributed systems. With existing customers I get a change to dive deep on their AWS usage and understand what works well and where we can do better. AWS Solutions Architect Matt Tavis will present on " Architecting for the Cloud ". Countdown to What is Next in AWS.

AWS 75

AWS Storage Cloud Best Practices 75

All Things Distributed

JULY 13, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Cluster Computer Instances are similar to other Amazon EC2 instances but have been specifically engineered to provide high performance compute and networking. Driving Storage Costs Down for AWS Customers. Countdown to What is Next in AWS.

Cloud 118

Cloud AWS Automotive Latency 118

All Things Distributed

NOVEMBER 19, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Science & Engineering. an engineering adventure to break the 1,000 mph barrier in a car. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway. Countdown to What is Next in AWS.

AWS 67

AWS Cloud Benchmarking Storage 67

Scalegrid

MARCH 14, 2024

This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential. Mastering Hybrid Cloud Strategy Are you looking to leverage the best private and public cloud worlds to propel your business forward? A hybrid cloud strategy could be your answer.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Percona

JULY 1, 2023

Now that Database-as-a-service (DBaaS) is in high demand, there are multiple questions regarding AWS services that cannot always be answered easily: When should I use Aurora and when should I use RDS MySQL ? These may be performance, high availability, operational cost, management, capacity planning, scalability, security, monitoring, etc.

AWS 52

AWS Database Serverless Storage 52

High Scalability

APRIL 3, 2019

For the 2nd year in a row, PostgreSQL has kept the title of #1 fastest growing database in the world according to the DBMS of the Year report by the experts at DB-Engines. PostgreSQL is an open source object-relational database system that has soared in popularity over the past 30 years from its active, loyal, and growing community.

Database 177

Database Cloud Open Source Systems 177

The Morning Paper

JUNE 16, 2019

If we do that naively though, we’re going to end up with a lot of universes to store and maintain and the storage requirements alone will be prohibitive. Specifically, scalable, parallel streaming dataflow computing systems now support partially-stateful and dynamically-changing dataflows. Prototype evaluation.

Database 90

Database Cache Benchmarking Efficiency 90

Percona

FEBRUARY 24, 2023

Figure 1: PMM Home Dashboard From the Amazon Web Services (AWS) documentation , an instance is considered over-provisioned when at least one specification of your instance, such as CPU, memory, or network, can be sized down while still meeting the performance requirements of your workload and no specification is under-provisioned.

Cloud 122

Cloud Serverless AWS Storage 122

High Scalability

DECEMBER 21, 2018

It's HighScalability time: Have a very scalable Xmas everyone! 2) Cloud will decentralise in terms of provision not power i.e. Amazon will "invade" more of those holdouts with AWS Outpost. See you in the New Year. Do you like this sort of Stuff? Please support me on Patreon. I'd really appreciate it. Explain the Cloud Like I'm 10.

Internet 137

Internet Internet Scalability Serverless 137

Scalegrid

JANUARY 12, 2024

These vendors serve data center players and offer advanced options, such as ScaleGrid’s engine, which ensures that different elements work well together automatically, eliminating the need for manual effort in managing heterogeneous environments. Storage is a critical aspect to consider when working with cloud workloads.

Cloud 130

Cloud Virtualization Storage Efficiency 130

Scalegrid

MAY 13, 2020

Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. High performance, query optimization, open source and polymorphic data storage are the major Greenplum advantages. Polymorphic Data Storage. At a glance – TLDR. The Greenplum Architecture. Greenplum Advantages.

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

The Netflix TechBlog

OCTOBER 27, 2020

Data scientists and engineers collect this data from our subscribers and videos, and implement data analytics models to discover customer behaviour with the goal of maximizing user joy. The processed data is typically stored as data warehouse tables in AWS S3. Figure 1 shows how we use Bulldozer to move data at Netflix.

Latency 243

Latency Storage Big Data Tuning 243

Dynatrace

OCTOBER 11, 2021

In a time when modern microservices are easier to deploy, GCF, like its counterparts AWS Lambda and Microsoft Azure Functions , gives development teams an agility boost for delivering value to their customers quickly with low overhead costs. Scalability is a major feature of GCF. What is Google Cloud Functions?

Google 221

Google Cloud Serverless Azure 221

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. They know that feature engineering is critical for many models, so they want to stay in control of model inputs and feature engineering logic. both for compute and storage. For more details, read this page about Metaflow’s integration with AWS.

Open Source 232

Open Source AWS Infrastructure Energy 232