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08/09/2022
Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams
Today's large-scale services (e.g., video streaming platforms, data cent...
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12/10/2020
Sketchy With a Chance of Adoption: Can Sketch-Based Telemetry Be Ready for Prime Time?
Sketching algorithms or sketches have emerged as a promising alternative...
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09/05/2020
Unleashing In-network Computing on Scientific Workloads
Many recent efforts have shown that in-network computing can benefit var...
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11/16/2019
Memory-Efficient Performance Monitoring on Programmable Switches with Lean Algorithms
Network performance problems are notoriously difficult to diagnose. Prio...
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11/05/2019
Enhancing the Privacy of Federated Learning with Sketching
In response to growing concerns about user privacy, federated learning h...
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11/03/2019
Privacy for Free: Communication-Efficient Learning with Differential Privacy Using Sketches
Communication and privacy are two critical concerns in distributed learn...
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01/24/2019