Highly Scalable

MARCH 1, 2012

NoSQL databases are often compared by various non-functional criteria, such as scalability, performance, and consistency. At the same time, NoSQL data modeling is not so well studied and lacks the systematic theory found in relational databases. Document databases advance the BigTable model offering two significant improvements.

Database 279

Database Ecommerce Efficiency Engineering 279

Dynatrace

JUNE 1, 2020

The variables that can impact the performance of an application vary; from coding errors or ‘bugs’ in the software, database slowdowns, hosting and network performance, to operating system and device type support. And I’m sure we’ve all experienced frustration when an application crashes, is slow to load, or doesn’t load at all.

Artificial Intelligence 254

Artificial Intelligence Social Media Monitoring IoT 254

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.

Latency 252

Latency Storage Big Data Tuning 252

Scalegrid

FEBRUARY 11, 2025

Choosing the right database often comes down to MongoDB vs MySQL. This article will help you understand the core differences in data structure, scalability, and use cases. Whether you need a relational database for complex transactions or a NoSQL database for flexible data storage, weve got you covered.

Scalability 147

Scalability Database Storage IoT 147

Scalegrid

FEBRUARY 8, 2024

At its core, a distributed storage system comprises three main components: a controller for managing the system’s operations, an internal datastore where information is held, and databases geared towards ensuring scalability, partitioning capabilities, and high availability for all types of data.

Storage 130

Storage Systems Big Data Azure 130

The Netflix TechBlog

DECEMBER 21, 2020

We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits. This article will list some of the use cases of AutoOptimize, discuss the design principles that help enhance efficiency, and present the high-level architecture.

Storage 212

Storage Latency Efficiency Data Engineering 212

Dynatrace

JUNE 1, 2020

The variables that can impact the performance of an application vary; from coding errors or ‘bugs’ in the software, database slowdowns, hosting and network performance, to operating system and device type support. And I’m sure we’ve all experienced frustration when an application crashes, is slow to load, or doesn’t load at all.

Monitoring 173

Monitoring Performance Social Media Artificial Intelligence 173

All Things Distributed

AUGUST 19, 2011

Job Openings in AWS - Senior Leader in Database Services. This week it is an opening for senior leaders with AWS Database Services. AWS Database Services is responsible for setting the database strategy and delivering distributed structured storage services to our AWS customers. Comments (). Contact Info. Werner Vogels.

AWS 66

AWS Database Storage Scalability 66

The Netflix TechBlog

FEBRUARY 16, 2021

However, with our rapid product innovation speed, the whole approach experienced significant challenges: Business Complexity: The existing SKU management solution was designed years ago when the engagement rules were simple?—?three SKUDB: SKU catalog data was migrated from the metadata configuration files to a relational database.

Mobile 218

Mobile Engineering Infrastructure Scalability 218

Highly Scalable

MAY 1, 2012

Let us start with a simple example that illustrates capabilities of probabilistic data structures: Let us have a data set that is simply a heap of ten million random integer values and we know that it contains not more than one million distinct values (there are many duplicates). what is the cardinality of the data set)?

Analytics 191

Analytics Traffic Big Data Efficiency 191

The Netflix TechBlog

OCTOBER 18, 2022

by Jun He , Akash Dwivedi , Natallia Dzenisenka , Snehal Chennuru , Praneeth Yenugutala , Pawan Dixit At Netflix, Data and Machine Learning (ML) pipelines are widely used and have become central for the business, representing diverse use cases that go beyond recommendations, predictions and data transformations.

Java 211

Java Scalability Traffic Architecture 211

All Things Distributed

MARCH 28, 2011

Amazon S3 is used by enterprises of all sizes and is designed to handle scaling extremely well; it stores hundreds of billions of objects and easily performs several hundreds of thousands of storage transaction a second. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Expanding the Cloud â??

AWS 123

AWS Cloud Storage Internet 123

The Morning Paper

OCTOBER 26, 2020

Helios also serves as a reference architecture for how Microsoft envisions its next generation of distributed big-data processing systems being built. What follows is a discussion of where big data systems might be heading, heavily inspired by the remarks in this paper, but with several of my own thoughts mixed in.

Cloud 104

Cloud Big Data Latency Architecture 104

Scalegrid

MARCH 28, 2024

Redis Data Types and Structures The design of Redis’s data structures emphasizes versatility. It is designed to cache plain text values, offering fast read and write access to frequently accessed data. Advanced Redis Features Showdown Big data center concept, cloud database, server power station of the future.

Cache 130

Cache Storage Scalability Architecture 130

All Things Distributed

AUGUST 17, 2011

But while this blog happily runs out of S3, the process of creating and updating the content still required a server to run my Moveable Type installation and hold the database. It is simple and elegant, as you would expect from someone who has won several design awards. Job Openings in AWS - Senior Leader in Database Services.

Servers 111

Servers Social Media AWS Website 111

All Things Distributed

AUGUST 22, 2011

There are many success stories about the effectiveness of caching in many different scenarios; next to helping applications achieving fast and predictable performance, it often protects databases from requests bursts and brownouts under overload conditions. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

Cloud 106

Cloud Cache AWS Storage 106

All Things Distributed

NOVEMBER 15, 2016

To scale to a larger number of users and support the growth in data volume spurred by social media, web, mobile, IoT, ad-tech, and ecommerce workloads, these tools require customers to invest in even more infrastructure to maintain performance. AutoGraph : Picking the right visualization is not easy, and there is lot of science behind it.

Analytics 126

Analytics Availability Media Social Media 126

All Things Distributed

APRIL 27, 2011

To do so, weve leaned heavily on the core principles from the distributed systems and database research communities and invented from there. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Job Openings in AWS - Senior Leader in Database Services. Countdown to What is Next in AWS.

Technology 129

Technology Technology AWS Storage 129

All Things Distributed

DECEMBER 14, 2011

a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Job Openings in AWS - Senior Leader in Database Services. Driving down the cost of Big-Data analytics. Countdown to What is Next in AWS. Expanding the Cloud â?? Introducing the AWS South America (Sao Paulo) Region.

AWS 105

AWS Latency Storage Cloud 105

Percona

JANUARY 19, 2023

Some startups adopted MySQL in its early days such as Facebook, Uber, Pinterest, and many more, which are now big and successful companies that prove that MySQL can run on large databases and on heavily used sites. Make sure you design the data types correctly while planning for the future growth of the table.

Open Source 111

Open Source Storage Database Big Data 111

All Things Distributed

AUGUST 16, 2011

The Cloud First strategy is most visible with new Federal IT programs, which are all designed to be â??Cloud Government and Big Data. One particular early use case for AWS GovCloud (US) will be massive data processing and analytics. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

AWS 90

AWS Government Big Data Cloud 90

The Morning Paper

MAY 14, 2019

Seer: leveraging big data to navigate the complexity of performance debugging in cloud microservices Gan et al., Finally, we show that Seer can identify application level design bugs, and provide insights on how to better architect microservices to achieve predictable performance. ASPLOS’19.

Big Data 45

Big Data Cloud Performance Hardware 45

All Things Distributed

AUGUST 20, 2012

The service redundantly stores data in multiple facilities and on multiple devices within each facility, as Amazon Glacier is designed to provide average annual durability of 99.999999999% for each item stored. Data is retrieved by scheduling a job, which typically completes within 3 to 5 hours. designed for 11 ninesâ??)

Storage 114

Storage Cloud AWS Media 114

All Things Distributed

JANUARY 19, 2011

Flexibility is one of the key principles of Amazon Web Services - developers can select any programming language and software package, any operating system, any middleware and any database to build systems and applications that meet their requirements. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

AWS 100

AWS Cloud Java Scalability 100

All Things Distributed

MARCH 2, 2011

a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Job Openings in AWS - Senior Leader in Database Services. Driving down the cost of Big-Data analytics. Countdown to What is Next in AWS. Expanding the Cloud â?? Introducing the AWS South America (Sao Paulo) Region.

AWS 92

AWS Cloud Games Latency 92

All Things Distributed

FEBRUARY 25, 2011

When a new customer is onboarded, the ISV has to spin up a collection of AWS resources to run their web-servers, app-servers and databases in a multi-AZ (availability zone) setting to achieve high-availability. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Countdown to What is Next in AWS.

AWS 98

AWS Cloud Scalability Storage 98

All Things Distributed

DECEMBER 5, 2010

We have designed Route 53 to propagate updates very quickly and give the customer the tools to find out when all changes have been propagated. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Job Openings in AWS - Senior Leader in Database Services. Countdown to What is Next in AWS.

Cloud 113

Cloud Internet Internet AWS 113

All Things Distributed

MARCH 24, 2011

Up to 200 developers and designers will get together to hack up interesting applications using the Internets APIs and SDKs. It is likely that the Amazon Web Services will be used by many of the participants for their compute, storage, database and other cloud resource needs. Job Openings in AWS - Senior Leader in Database Services.

AWS 75

AWS Internet Internet Storage 75

All Things Distributed

NOVEMBER 15, 2010

These trade-offs have even impacted the way the lowest level building blocks in our computer architectures have been designed. Some good insight into the work that is needed to convert certain algorithms to run efficiently on GPUs is the UCB/NVIDIA " Designing Efficient Sorting Algorithms for Manycore GPUs " paper.

AWS 125

AWS Programming Latency Architecture 125

All Things Distributed

JULY 13, 2010

Cluster Computer Instances for Amazon EC2 are a new instance type specifically designed for High Performance Computing applications. Other industries using Amazon EC2 for HPC-style workloads include pharmaceuticals, oil exploration, industrial and automotive design, media and entertainment, and more. Countdown to What is Next in AWS.

Cloud 98

Cloud AWS Automotive Latency 98

All Things Distributed

JULY 7, 2011

a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Job Openings in AWS - Senior Leader in Database Services. Driving down the cost of Big-Data analytics. Countdown to What is Next in AWS. Expanding the Cloud â?? Introducing the AWS South America (Sao Paulo) Region.

AWS 77

AWS Cloud Storage Internet 77

All Things Distributed

JUNE 29, 2011

a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Job Openings in AWS - Senior Leader in Database Services. Driving down the cost of Big-Data analytics. Countdown to What is Next in AWS. Expanding the Cloud â?? Introducing the AWS South America (Sao Paulo) Region.

AWS 84

AWS Retail Innovation Strategy 84

All Things Distributed

JANUARY 11, 2011

a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Job Openings in AWS - Senior Leader in Database Services. Driving down the cost of Big-Data analytics. Countdown to What is Next in AWS. Expanding the Cloud â?? Introducing the AWS South America (Sao Paulo) Region.

Wireless 87

Wireless AWS Internet Internet 87

All Things Distributed

MAY 24, 2011

a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Job Openings in AWS - Senior Leader in Database Services. Driving down the cost of Big-Data analytics. Countdown to What is Next in AWS. Expanding the Cloud â?? Introducing the AWS South America (Sao Paulo) Region.

Internet 96

Internet Internet AWS Scalability 96

Scalegrid

MARCH 14, 2024

Workloads from web content, big data analytics, and artificial intelligence stand out as particularly well-suited for hybrid cloud infrastructure owing to their fluctuating computational needs and scalability demands. Ready to take your database management to the next level with ScaleGrid’s cutting-edge solutions?

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

All Things Distributed

FEBRUARY 23, 2011

a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Job Openings in AWS - Senior Leader in Database Services. Driving down the cost of Big-Data analytics. Countdown to What is Next in AWS. Expanding the Cloud â?? Introducing the AWS South America (Sao Paulo) Region.

AWS 67

AWS Storage Big Data Servers 67

All Things Distributed

DECEMBER 9, 2010

By supporting such large object sizes, Amazon S3 better enables a variety of interesting big data use cases. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Job Openings in AWS - Senior Leader in Database Services. Driving down the cost of Big-Data analytics.

AWS 68

AWS Big Data Scalability Storage 68