InfoQ Homepage Case Study Content on InfoQ
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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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Applying Deep Learning to Airbnb Search
Malay Haldar discusses the work done in applying neural networks at Airbnb to improve the search beyond the results obtained with ML.
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Agile around The World
David Spinks and Glaudia Califano discuss cultural differences and share case studies and their observations of Agile adoption on several continents.
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Open Banking - Tales from the Frontier
Anca Zaharia and Jason Maude focus on the successes and pitfalls Starling Bank encountered in building Open Banking. Topics covered: the OAuth security flow, the permissions-controlled API, and more.
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