Ian  Robinson

Ian Robinson

1623228300

Designing for Failure in the BBC's Analytics Platform

Last week at InfoQ Live, Blanca Garcia-Gil, principal systems engineer at BBC, gave a session titled Evolving Analytics in the Data Platform. During this session, Garcia-Gil focused on how her team prepared and designed for failure.

The BBC maintains a data platform to understand their audiences better to help them make the most of what the BBC has to offer. They operate their platform on AWS, and the analytics pipeline is the highest scale data pipeline built by the team. It handles billions of messages per day, and its associated data lake is at Petabytes scale.

As the team designed the pipeline, they planned for two types of failure modes - “known unknowns” and “unknown unknowns.” Known unknowns are failures that the team can predict might happen. Metrics, logging, and monitoring dashboards are the primary tools used to handle this type of failure. Unknown unknowns, on the other hand, are failures that they can’t control or predict. Garcia-Gil says that it’s inefficient to anticipate and plan for each of these failures, so they need to have the tooling to investigate those issues as they happen. This tooling has eventually benefitted Garcia-Gil’s team in different ways, such as abstracting detail from those who do not need to be aware of it and significantly reducing the time to solve incidents.

The following diagram depicts the pipeline architecture, which is, in part, an outcome of designing for failure.

#apache airflow #apache spark #postgres #aws #s3 #business analytics #big data #infoq live 2020 #the bbc #infoq live #redshift #data analytics #data pipelines #ai # ml & data engineering #architecture & design #devops #news

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Designing for Failure in the BBC's Analytics Platform
Ian  Robinson

Ian Robinson

1623228300

Designing for Failure in the BBC's Analytics Platform

Last week at InfoQ Live, Blanca Garcia-Gil, principal systems engineer at BBC, gave a session titled Evolving Analytics in the Data Platform. During this session, Garcia-Gil focused on how her team prepared and designed for failure.

The BBC maintains a data platform to understand their audiences better to help them make the most of what the BBC has to offer. They operate their platform on AWS, and the analytics pipeline is the highest scale data pipeline built by the team. It handles billions of messages per day, and its associated data lake is at Petabytes scale.

As the team designed the pipeline, they planned for two types of failure modes - “known unknowns” and “unknown unknowns.” Known unknowns are failures that the team can predict might happen. Metrics, logging, and monitoring dashboards are the primary tools used to handle this type of failure. Unknown unknowns, on the other hand, are failures that they can’t control or predict. Garcia-Gil says that it’s inefficient to anticipate and plan for each of these failures, so they need to have the tooling to investigate those issues as they happen. This tooling has eventually benefitted Garcia-Gil’s team in different ways, such as abstracting detail from those who do not need to be aware of it and significantly reducing the time to solve incidents.

The following diagram depicts the pipeline architecture, which is, in part, an outcome of designing for failure.

#apache airflow #apache spark #postgres #aws #s3 #business analytics #big data #infoq live 2020 #the bbc #infoq live #redshift #data analytics #data pipelines #ai # ml & data engineering #architecture & design #devops #news

Landscapes Website Design | Nature Landscapes Website Designer

Most landscapers think of their website as an online brochure. In reality of consumers have admitted to judging a company’s credibility based on their web design, making your website a virtual sales rep capable of generating massive amounts of leads and sales. If your website isn’t actively increasing leads and new landscaping contracts, it may be time for a redesign.

DataIT Solutions specializes in landscape website designing that are not only beautiful but also rank well in search engine results and convert your visitors into customers. We’ve specialized in the landscaping industry for over 10 years, and we look at your business from an owner’s perspective.

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  • Superior experience
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If you are a gardener or have a gardening company please do not hesitate to contact us for a quote.
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Juned Ghanchi

1621315250

Designing Mobile Apps using the latest UI Design Principles

The mobile technology world is growing at the speed of light, and the apps have become an integral part of our daily life. We can now see an influx of technology with tools that can help create mobile apps. All of them are becoming more accessible and hence people are getting on their first app making journeys. Since the mobile app industry is getting bigger and better than ever, businesses from all corners of the world are trying to develop mobile apps for their operations and marketing. Designing a mobile app for businesses is the first step, though. Company owners are in charge of the basic look and feel of the designed product. With a brilliant mobile app design, one can establish a relationship between app and user very well.

Read Blog Here: https://www.indianappdevelopers.com/blog/designing-mobile-apps-using-latest-ui-design-principles/

#designing mobile apps #ui design principles #mobile ui design #mobile app design #ui design #app design

Platform App Design | Cross-Platform Development Services

Cross-Platform Development Services

With the development in mobile app technology, a huge time saver as well as the quality maintainer technology is Cross-Platform App development. The development of an app that takes less time to develop as well as uses one technology to develop an app for both android and iOS is game-changing technology in mobile app development.

Want to develop or design a Cross-platform app?

With the successful delivery of more than 950 projects, WebClues Infotech has got the expertise as well as a huge experience of cross-platform app development and design. With global offices in 4 continents and a customer presence in most developed countries, WebClues Infotech has got a huge network around the world.

Want to know more about our cross-platform app designs?

Visit: https://www.webcluesinfotech.com/cross-platform-design/

Share your requirements https://www.webcluesinfotech.com/contact-us/

View Portfolio https://www.webcluesinfotech.com/portfolio/

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Security Website Design

As web developers, we strive to meet your specific needs by creating a website that is user-friendly and remains relevant to the current design trends. This ensures that your website grabs the attention of your audience and keeps you ahead of your competitors.

DataIT Solutions team of experts works collaboratively to create ideas that can meet your requirements. Our Website Designing Company believes in High-Quality Professional Website Designing for your Security Website Designing. Our designers have experience in working on a wide array of projects, including websites of the next generation. We listen to your needs and then deliver.

Our Expertise includes:

  • Dot Net Development
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  • HTML5 Development
  • IOS App Development
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  • Website Security services

Our team of experts has the expertise, knowledge, and skills to take control and dominate the web design industry over the next couple of years. They are on hand to listen to your ideas, goals, and help you to have a website that is unique and works with your business and brand.

Looking for a better design? Need a professional web design?
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