ScaleOut Software

NOVEMBER 24, 2020

Real-Time Digital Twins Can Add Important New Capabilities to Telematics Systems and Eliminate Scalability Bottlenecks. Every few seconds, the application servers collect batches of snapshots and write them to the database where they can be queried by dispatchers managing the fleet.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

Scalegrid

FEBRUARY 8, 2024

Key Takeaways Distributed storage systems benefit organizations by enhancing data availability, fault tolerance, and system scalability, leading to cost savings from reduced hardware needs, energy consumption, and personnel. Variations within these storage systems are called distributed file systems.

Storage 130

Storage Systems Big Data Azure 130

All Things Distributed

AUGUST 22, 2011

Werner Vogels weblog on building scalable and robust distributed systems. 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.

Cloud 117

Cloud Cache AWS Storage 117

All Things Distributed

JANUARY 19, 2011

Werner Vogels weblog on building scalable and robust distributed systems. 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.

AWS 115

AWS Cloud Java Operating System 115

Scalegrid

MARCH 28, 2024

In this comparison of Redis vs Memcached, we strip away the complexity, focusing on each in-memory data store’s performance, scalability, and unique features. Redis is better suited for complex data models, and Memcached is better suited for high-throughput, string-based caching scenarios. Data transfer technology.

Cache 130

Cache Storage Scalability Architecture 130

InfoQ

JULY 3, 2023

LinkedIn introduced Couchbase as a centralized caching tier for scaling member profile reads to handle increasing traffic that has outgrown their existing database cluster. The new solution achieved over 99% hit rate, helped reduce tail latencies by more than 60% and costs by 10% annually. By Rafal Gancarz

Cache 82

Cache Latency Traffic Database 82

All Things Distributed

DECEMBER 14, 2011

Werner Vogels weblog on building scalable and robust distributed systems. These companies can now benefit from the fact that the new Sao Paulo Region is similar to all other AWS Regions, which enables software developed for other Regions to be quickly deployed in South America as well. Driving down the cost of Big-Data analytics.

AWS 115

AWS Latency Storage Big Data 115

All Things Distributed

AUGUST 16, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Government and Big Data. One particular early use case for AWS GovCloud (US) will be massive data processing and analytics. The scalability, flexibility and the elasticity of AWS makes it an ideal environment for the agencies to run their analytics.

AWS 113

AWS Government Big Data Cloud 113

All Things Distributed

AUGUST 17, 2011

Werner Vogels weblog on building scalable and robust distributed systems. If you have a largely static site you can rely on the enormous power of S3 to make serving your content highly scalable and storing it extremely durable. Cactus is a static website generator developed by Koen Bok of Made By Sofa (recently acquired by Facebook ).

Servers 126

Servers Social Media AWS Website 126

Dynatrace

MAY 1, 2023

Then, big data analytics technologies, such as Hadoop, NoSQL, Spark, or Grail, the Dynatrace data lakehouse technology, interpret this information. Here are the six steps of a typical ITOA process : Define the data infrastructure strategy. Identify data use cases and develop a scalable delivery model with documentation.

Analytics 190

Analytics Artificial Intelligence Big Data Open Source 190

All Things Distributed

JULY 7, 2011

Werner Vogels weblog on building scalable and robust distributed systems. With Import into EBS customers can now develop arbitrary complex layouts as the import service is doing a full binary copy of the disk into Amazon EBS and is not interpreting file system layouts, etc. Job Openings in AWS - Senior Leader in Database Services.

AWS 98

AWS Cloud Storage Internet 98

All Things Distributed

MARCH 24, 2011

Werner Vogels weblog on building scalable and robust distributed systems. Up to 200 developers and designers will get together to hack up interesting applications using the Internets APIs and SDKs. If you want to be that team of 5-7 developer/designers you can sign up using this form. All Things Distributed. Comments ().

AWS 96

AWS Internet Internet Storage 96

All Things Distributed

JUNE 29, 2011

Werner Vogels weblog on building scalable and robust distributed systems. For more details see the announcement , the details pages of the services at [link] , and the posting on the AWS developer blog. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. All Things Distributed.

AWS 106

AWS Retail Innovation Strategy 106

All Things Distributed

MAY 24, 2011

Werner Vogels weblog on building scalable and robust distributed systems. More information can found on the Elastic Load Balancing and the Route 53 detail pages and on the two blog posts on the AWS developer blog. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. All Things Distributed.

Internet 114

Internet Internet AWS Scalability 114

Scalegrid

MARCH 14, 2024

This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential. Developing Your Hybrid Cloud Strategy When devising a strategy for a hybrid cloud, numerous critical elements must be considered. A hybrid cloud strategy could be your answer.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

All Things Distributed

JULY 11, 2011

Werner Vogels weblog on building scalable and robust distributed systems. To get started using Spot or for more details visit the Amazon EC2 Spot Instance web page, the AWS developer blog , and the EC2 Release Notes. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Comments ().

AWS 87

AWS Storage Cloud Big Data 87

All Things Distributed

APRIL 23, 2010

Werner Vogels weblog on building scalable and robust distributed systems. The ecosystem of new application and platform services in the cloud is the future of application development. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Driving down the cost of Big-Data analytics.

AWS 60

AWS Storage Cloud Big Data 60

Dynatrace

JANUARY 11, 2023

As cloud and big data complexity scales beyond the ability of traditional monitoring tools to handle, next-generation cloud monitoring and observability are becoming necessities for IT teams. Database monitoring. This ensures the database queries are performant, while also identifying host problems. Website monitoring.

Cloud 225

Cloud Monitoring Best Practices Infrastructure 225

All Things Distributed

JULY 13, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Today, I am very proud to be a part of the Amazon Web Services team as we truly make HPC available as an on-demand commodity for every developer to use. There has been no easy way for developers to do this in Amazon EC2. All Things Distributed.

Cloud 119

Cloud AWS Automotive Latency 119

All Things Distributed

AUGUST 20, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Data is retrieved by scheduling a job, which typically completes within 3 to 5 hours. Amazon Glacier integrates seamlessly with other AWS services such as Amazon S3 and the different AWS Database services. All Things Distributed. Expanding the Cloud â??

Storage 122

Storage Cloud AWS Media 122

All Things Distributed

DECEMBER 5, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Often these namespaces are hierarchical in nature such that it becomes easier to manage them and to decentralize control, which makes the system more scalable. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

Cloud 117

Cloud Internet Internet AWS 117

All Things Distributed

APRIL 28, 2010

Werner Vogels weblog on building scalable and robust distributed systems. By placing instances in different Availability Zones, developers can build systems that can survive many complex failure scenarios. Jurisdictions - Some customers face regulatory requirements regarding where data is stored. All Things Distributed.

AWS 61

AWS Cloud Latency Storage 61

All Things Distributed

DECEMBER 3, 2009

Werner Vogels weblog on building scalable and robust distributed systems. For more details on the new boot features visit the Amazon EC2 detail page and the posting on the AWS developer blog. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. All Things Distributed. Comments ().

AWS 60

AWS Storage Operating System Cloud 60

The Netflix TechBlog

MARCH 25, 2019

We adopted the following mission statement to guide our investments: “Provide a complete and accurate data lineage system enabling decision-makers to win moments of truth.” Nonetheless, Netflix data landscape (see below) is complex and many teams collaborate effectively for sharing the responsibility of our data system management.

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

The Netflix TechBlog

OCTOBER 18, 2022

As Big data and ML became more prevalent and impactful, the scalability, reliability, and usability of the orchestrating ecosystem have increasingly become more important for our data scientists and the company. Another dimension of scalability to consider is the size of the workflow.

Java 202

Java Scalability Traffic Architecture 202

All Things Distributed

DECEMBER 13, 2009

Werner Vogels weblog on building scalable and robust distributed systems. For more details and background information visit the Amazon EC2 Spot Instance detail page, the AWS developer blog and the good folks at RightScale. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Comments ().

Cloud 63

Cloud AWS Storage Innovation 63

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. Moving data with Bulldozer at Netflix.

Latency 243

Latency Storage Big Data Tuning 243

The Netflix TechBlog

DECEMBER 21, 2020

At this scale, we can gain a significant amount of performance and cost benefits by optimizing the storage layout (records, objects, partitions) as the data lands into our warehouse. These principles reduce resource usage by being more efficient and effective while lowering the end-to-end latency in data processing.

Storage 203

Storage Latency Efficiency Data Engineering 203

All Things Distributed

OCTOBER 7, 2015

However, the data infrastructure to collect, store and process data is geared toward developers (e.g., Amazon Redshift, DynamoDB, Amazon EMR) whereas insights need to be derived by not just developers but also non-technical business users. Big data challenges. Enter Amazon QuickSight. Summing it all up.

Cloud 138

Cloud Big Data AWS Analytics 138

All Things Distributed

APRIL 4, 2017

After the launch of the AWS EU (Stockholm) Region, there will be 13 Availability Zones in Europe for customers to build flexible, scalable, secure, and highly available applications. It will also give customers another region where they can store their data with the knowledge that it will not leave the EU unless they move it.

AWS 117

AWS Airlines Latency Games 117

All Things Distributed

APRIL 27, 2011

Werner Vogels weblog on building scalable and robust distributed systems. In the 2010 Shareholder Letter Jeff Bezos writes about the unique technologies developed at Amazon.com over the years. To do so, weve leaned heavily on the core principles from the distributed systems and database research communities and invented from there.

Technology 151

Technology Technology AWS Storage 151

The Morning Paper

SEPTEMBER 19, 2019

MongoDB is an important database, and this paper explains the tunable (per-operation) consistency models that MongoDB provides and how they are implemented under the covers. AliGraph covers Alibaba’s distributed graph engine supporting the development of new GNN applications. Industry papers. Tunable consistency in MongoDB.

Blockchain 46

Blockchain Hardware Google Analytics 46

The Morning Paper

JUNE 23, 2019

Coupled with stateless application servers to execute business logic and a database-like system to provide persistent storage, they form a core component of popular data center service archictectures. Why are developers using RInK systems as part of their design? Fetching too much data in a single query (i.e.,

Cache 79

Cache Latency Google Lambda 79

All Things Distributed

FEBRUARY 17, 2011

Werner Vogels weblog on building scalable and robust distributed systems. More details about the website feature of Amazon S3 can be found here and in Jeff Barrs blog post on the AWS developer blog. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. All Things Distributed. Comments ().

AWS 134

AWS Website Storage Servers 134

All Things Distributed

FEBRUARY 25, 2011

Werner Vogels weblog on building scalable and robust distributed systems. They had taken the approach that they would not only be offering their software as a scalable multi-tenant product but also as a single tenant environment for customers that want to have their own isolated environment. All Things Distributed. Comments ().

AWS 123

AWS Cloud Scalability Storage 123

All Things Distributed

DECEMBER 9, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Big Just Got Bigger - 5 Terabyte Object Support in Amazon S3. Amazon S3 has always been a scalable, durable and available data repository for almost any customer workload. Job Openings in AWS - Senior Leader in Database Services. Comments ().

AWS 82

AWS Big Data Scalability Storage 82

All Things Distributed

FEBRUARY 24, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Amazon SimpleDB has launched today with a new set of features giving the customer more control over which consistency and concurrency models to use in their database operations. Data Consistency Models in the Amazon Services. Choosing Consistency.

AWS 70

AWS Latency Database Scalability 70