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Monster Scale Summit

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Extreme scale engineering

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Revolutionizing Sleep: Scaling IoT Telemetry to 30+ Billion Daily Events

Deepika SikriVikas Talegaonkar15 minutes
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In This NoSQL Presentation

Sleep Number processes 30B+ sensor events daily to enhance sleep technology. This talk details a journey in scaling an IoT telemetry pipeline to handle exponential data growth, real-time processing, and high reliability—advancing sleep science for millions.

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Deepika Sikri, Head of Engineering, Sleep Number Labs

Scaling isn’t just about multiplying outputs; it’s about amplifying impact, staying grounded, and adapting with purpose.” As a technology leader with over 20 years of experience, I’m passionate about building, scaling, and optimizing complex distributed systems. My focus areas include IoT, cloud engineering, big data, AI, and SaaS for enterprise and consumer applications. At Sleepnumber Labs, I lead engineering efforts across products, platforms, and data, driving innovation and meaningful changes.

Monster Scale Summit 2025

Vikas Talegaonkar, Director of Engineering, Sleep Number Labs

I have over 25 years of experience leading high-performance teams and developing cutting-edge software solutions. I started my career as a system developer, writing C and C++ compilers, and then moved towards application development, providing scalable solutions and complex problems. I am a specialist in designing and developing Big Data Pipelines and processing data using Big Data technologies.

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