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. For example, uptime detection can identify database instability and help to improve mean time to restoration. What is cloud monitoring?

Cloud 217

Cloud Monitoring Best Practices Infrastructure 217

Dynatrace

OCTOBER 4, 2022

Grail addresses today’s challenges of big data and cloud everywhere: Grail is highly scalable, cost-effective, and super-fast. For example, with just one query, your teams can achieve the following: Retrieve logs with historical business data, extract relevant business metrics, and aggregate the metrics into reports.

Analytics 227

Analytics Artificial Intelligence Storage Serverless 227

Dynatrace

APRIL 20, 2023

With the extent of observability data going beyond human capacity to manage, Grail is the first purpose-built causational data lakehouse that allows for immediate answers with cost-efficient, scalable storage. Grail is at the center of the Dynatrace open AI-powered platform.

Analytics 180

Analytics Infrastructure Storage Efficiency 180

The Netflix TechBlog

MAY 4, 2023

The first phase involves validating functional correctness, scalability, and performance concerns and ensuring the new systems’ resilience before the migration. For example, if some fields in the responses are timestamps, those will differ. We will look at one of them in the follow-up blog post in this series.

Traffic 339

Traffic Latency Tuning Systems 339

ScaleOut Software

JULY 19, 2021

This architecture does not apply computing resources to track the myriad data sources sending telemetry and continuously look for issues and opportunities that need immediate responses. This code makes use of the device’s state information to help identify emerging issues and trigger alerts or feedback to the device.

IoT 78

IoT Analytics Big Data Architecture 78

Testsigma

MAY 14, 2021

Data is present on the cloud hence can be accessed from any location. The environment is dynamic and scalable. Scalability is an issue since it needs to be addressed manually. Examples are Agile testing, TDD, automation testing, regression testing, etc. Cloud-based testing advantages. Traditional testing disadvantages.

Cloud 67

Cloud Testing Testing Tools Internet 67

DZone

JUNE 3, 2019

Using local SSDs inside of the GPU node delivers fast access to data during training, but introduces challenges that impact the overall solution in terms of scalability, data access, and data protection.

Storage 100

Storage Performance Network Scalability 100

ScaleOut Software

NOVEMBER 24, 2020

Real-Time Digital Twins Can Add Important New Capabilities to Telematics Systems and Eliminate Scalability Bottlenecks. At the same time, telemetry snapshots are stored in a data lake, such as HDFS , for offline batch analysis and visualization using big data tools like Spark.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

ScaleOut Software

APRIL 3, 2020

An innovative new software approach called “real-time digital twins” running on a cloud-hosted, highly scalable, in-memory computing platform can help address this challenge. By avoiding the need to create or connect to complex databases and ship data to offline analytics systems, it can provide timely answers quickly and easily.

Logistics 52

Logistics Analytics Scalability Cloud 52

ScaleOut Software

APRIL 3, 2020

An innovative new software approach called “real-time digital twins” running on a cloud-hosted, highly scalable, in-memory computing platform can help address this challenge. By avoiding the need to create or connect to complex databases and ship data to offline analytics systems, it can provide timely answers quickly and easily.

Logistics 52

Logistics Analytics Scalability Cloud 52

All Things Distributed

DECEMBER 8, 2016

Given this, enterprises, public sector bodies, startups, and small businesses are looking to adopt agile, scalable, and secure public cloud solutions. Access to secure, scalable, low-cost AWS infrastructure in Canada allows customers to innovate and provide tools to meet privacy, sovereignty, and compliance requirements. Scalability.

AWS 155

AWS Cloud Lambda Innovation 155

ScaleOut Software

JUNE 15, 2020

Instead, most applications just sift through the telemetry for patterns that might indicate exceptional conditions and forward the bulk of incoming messages to a data lake for offline scrubbing with a big data tool such as Spark. Maintain State Information for Each Data Source.

Analytics 52

Analytics IoT Lambda Big Data 52

All Things Distributed

AUGUST 16, 2011

Werner Vogels weblog on building scalable and robust distributed systems. For example a number of our European customers are subject to data residency requirements when it comes to PII data and they use the EU Region to meet to those requirements. Government and Big Data. All Things Distributed. Comments ().

AWS 111

AWS Government Big Data Cloud 111

ScaleOut Software

JUNE 15, 2020

Instead, most applications just sift through the telemetry for patterns that might indicate exceptional conditions and forward the bulk of incoming messages to a data lake for offline scrubbing with a big data tool such as Spark. Maintain State Information for Each Data Source.

Analytics 52

Analytics IoT Lambda Big Data 52

All Things Distributed

SEPTEMBER 6, 2013

Europe is a continent with much diversity and for each country there are great AWS customer examples to tell. Here are some great examples from different industries each with unique use cases. Shell leverages AWS for big data analytics to help achieve these goals.

Cloud 129

Cloud Energy AWS Healthcare 129

The Morning Paper

JUNE 23, 2019

We’ve seen similar high marshalling overheads in big data systems too.) Fetching too much data in a single query (i.e., If you decompose data across multiple keys to avoid this, you then typically run into cross-key atomicity issues. or GraphQL as an example at the other end of the spectrum. From RInK to LInK.

Cache 79

Cache Latency Google Lambda 79

Highly Scalable

MARCH 1, 2012

NoSQL databases are often compared by various non-functional criteria, such as scalability, performance, and consistency. Besides this, elimination of these features had an extremely important influence on the performance and scalability of the stores. Many techniques that are described below are perfectly applicable to this model.

Database 279

Database Ecommerce Efficiency Engineering 279

Testsigma

SEPTEMBER 8, 2021

This is just a small example that we all can relate to and understand the cloud. AppPerfect is one among the tools list that is a versatile tool – it is of great use for not only testers but developers and big data operations. In IT, however, the cloud means a lot more than just streaming media on the system. Signup now.

Cloud 76

Cloud Testing AWS Testing Tools 76

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. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. Comments ().

Servers 126

Servers Social Media AWS Website 126

All Things Distributed

MAY 24, 2011

Werner Vogels weblog on building scalable and robust distributed systems. allthingsdistributed.com) point to same location where for example www.allthingsdistributed.com is pointing to jump through complex redirect hoops. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. All Things Distributed.

Internet 114

Internet Internet AWS Scalability 114

All Things Distributed

JUNE 29, 2011

Werner Vogels weblog on building scalable and robust distributed systems. For example, when our retail customers contributed to create larger economies of scale for Amazon.com, we used the savings to lower pricing such that our customers could also benefit. Driving down the cost of Big-Data analytics. Comments ().

AWS 104

AWS Retail Innovation Strategy 104

All Things Distributed

JANUARY 11, 2011

Werner Vogels weblog on building scalable and robust distributed systems. DROAM - Dreaming about Cheap Data Roaming. The one thing that I have always struggled with during my travels are the data plans of the cell phone companies. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

Wireless 107

Wireless AWS Internet Internet 107

All Things Distributed

AUGUST 20, 2012

Werner Vogels weblog on building scalable and robust distributed systems. This is apparent in the Media industry where film re-edits, for example, are no longer just about revisiting the original 35mm or 65 mm film but rather all the digital content captured by the 2K or 4K cameras that were used during filming. All Things Distributed.

Storage 122

Storage Cloud AWS Media 122

All Things Distributed

DECEMBER 5, 2010

Werner Vogels weblog on building scalable and robust distributed systems. A simple example is the situation with Persons and Telephones; a person has a name, a person can have one or more telephones and each phone can have one or more telephone numbers. Driving down the cost of Big-Data analytics. All Things Distributed.

Cloud 117

Cloud Internet Internet AWS 117

All Things Distributed

APRIL 23, 2010

Werner Vogels weblog on building scalable and robust distributed systems. As examples of such services I always use Twillio (voice &sms) and Simplegeo (location), but it is time to start building out my knowledge of all the different services that are in the ecosystem. Driving down the cost of Big-Data analytics.

AWS 60

AWS Storage Cloud Big Data 60

All Things Distributed

DECEMBER 3, 2009

Werner Vogels weblog on building scalable and robust distributed systems. This new Region consists of multiple Availability Zones and provides low-latency access to the AWS services from for example the Bay Area. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. All Things Distributed.

AWS 60

AWS Cloud Latency Storage 60

All Things Distributed

JULY 13, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Cluster Compute Instances for Amazon EC2 change the HPC game for two important reasons: Access to scalable on-demand capacity. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. All Things Distributed. Comments ().

Cloud 118

Cloud AWS Automotive Latency 118

All Things Distributed

APRIL 28, 2010

Werner Vogels weblog on building scalable and robust distributed systems. Jurisdictions - Some customers face regulatory requirements regarding where data is stored. For example, objects stored in the EU (Ireland) Region never leave the EU. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

AWS 61

AWS Cloud Latency Storage 61

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. For example, a lot of our workflows are run around midnight UTC.

Java 202

Java Scalability Traffic Architecture 202

All Things Distributed

DECEMBER 3, 2009

Werner Vogels weblog on building scalable and robust distributed systems. But customers have also asked us for more flexibility and control in the way that Amazon EC2 instances are booted such that they have finer grained control over for example what software configurations and data sets are available to the instance at boot time.

AWS 60

AWS Storage Operating System Cloud 60

The Netflix TechBlog

NOVEMBER 20, 2023

Whether in analyzing A/B tests, optimizing studio production, training algorithms, investing in content acquisition, detecting security breaches, or optimizing payments, well structured and accurate data is foundational. Backfill: Backfilling datasets is a common operation in big data processing.

Processing 210

Processing Big Data Efficiency Engineering 210

The Netflix TechBlog

FEBRUARY 16, 2021

For example, the mobile plan launch in India and Southeast Asia was a huge success. To solve the challenges mentioned above and meet our rapidly evolving business needs, we re-architected the legacy SKU catalog from the ground up and partnered with the Growth Engineering team to build a scalable SKU platform. Business Rules?—?SKURules:

Mobile 209

Mobile Engineering Infrastructure Scalability 209

The Netflix TechBlog

MARCH 25, 2019

Central engineering teams provide paved paths (secure, vetted and supported options) and guard rails to help reduce variance in choices available for tools and technologies to support the development of scalable technical architectures. Today, we are operating using a pull-heavy model.

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

Percona

JANUARY 14, 2019

However, ClickHouse is super efficient for timeseries and provides “sharding” out of the box (scalability beyond one node). Currently, an issue has been opened to make the “tailing” based on the primary key much faster: slow order by primary key with small limit on big data. group by a.w, Processed 7.35

Database 40

Database Analytics Blockchain Healthcare 40

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

KeyCDN

OCTOBER 2, 2018

It’s awesome for discovering how grid systems, CSS animation, Big Data, etc all play roles in real-world web design. CSSWizardy CSSWizardy is a good place to learn about scalable CSS practices and robust coding in general. Be sure to check it out if your dev process needs a creative kick in the pants. Visit website 12.

Development 75

Development Website Design Code 75

All Things Distributed

DECEMBER 13, 2009

Werner Vogels weblog on building scalable and robust distributed systems. Ideally these applications will periodically save their state into, for example, EBS or Amazon S3 and upon restart read the last saved state and continue their work. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications.

Cloud 63

Cloud AWS Storage Innovation 63