InfoQ Homepage Case Study Content on InfoQ
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The Service Mesh: It's about Traffic
Oliver Gould talks about the Linkerd project, a service mesh hosted by the Cloud Native Computing Foundation, to give operators control over the traffic between their microservices.
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Agile around the World
David Spinks and Glaudia Califano share case studies and observations of Agile adoption in various countries, discussing how different cultures could learn from each other.
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Dashboards and Culture - How Openness Changes Your Behavior
Steve Poole shows how to design status and trend displays that will make a team more effective without overloading them. The talk will also include case studies with various types of teams.
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Automatic Clustering at Snowflake
Prasanna Rajaperumal presents Snowflake’s clustering capabilities as well as their infrastructure to perform maintenance automatically. He covers real-world problems they run into and their solutions.
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A Guided Journey of Cloud-Native Featuring Monzo
Cheryl Hung and Matt Heath present the Cloud Native Computing Foundation, what it is and what it does, and how Monzo is using cloud-native.
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On a Deep Journey towards Five Nines
Aashish Sheshadri discusses how PayPal applies Seq2Seq networks to forecasting CPU and memory metrics at scale.
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Document Digitization: Rethinking OCR with Machine Learning
Nischal Harohalli Padmanabha outlines the problems faced building DL networks for document process at omni:us, limitations, the evolution of team structures, engineering practices, and other topics.
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Winning Hearts and Minds Together: Transforming Careers and Culture at Ocado Technology
Emily Hallard shares Ocado’s successes, challenges and failures, and the impact the company’s transformation is having on their collective mindset.
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Debuggable Deep Learning
Mantas Matelis and Avesh Singh explain how they debugged DeepHeart, a DNN that detects cardiovascular disease from heart rate data.
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The Evolution of Spotify Home Architecture
Emily Samuels and Anil Muppalla discuss the evolution of Spotify's architecture that serves recommendations (playlist, albums, etc) on the Home Tab.
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Petastorm: A Light-Weight Approach to Building ML Pipelines
Yevgeni Litvin describes how Petastorm facilitates tighter integration between Big Data and Deep Learning worlds, simplifies data management and data pipelines, and speeds up model experimentation.
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Orchestrating Robot Swarms with Java
Matthew Cornford focuses on Ocado’s latest generation of highly automated warehouses and looks into Java’s role for orchestrating huge swarms of robots for superior efficiencies of scale.
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