Assaf Eisenman

4 papers · 2016–2024 · 1 venue · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NSDI (4)

Top co-authors

Mohammad Alizadeh (2) Asaf Cidon (2) Sachin Katti (2) Kiran Kumar Matam (2) Zeliang Chen (1) Ellie Wen (1) Yue Dong (1) Krishnakumar Nair (1) Steven Ingram (1) Raghuraman Krishnamoorthi (1)

Research topics

Machine Learning (3) Application Areas (3) Deep Learning (2) Computer Science (1) Architectures (1) Systems (1) Techniques (1)

Keywords

recommendation model (2) parameter update (1) key-value cache (1) model update (1) online training (1) embedding table (1) write amplification (1) machine learning admission (1) ssd storage (1) hybrid storage (1) differential checkpointing (1) model training (1) real-time personalization (1)

Papers

QuickUpdate: a Real-Time Personalization System for Large-Scale Recommendation Models NSDI 2024 Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models NSDI 2022 Flashield: a Hybrid Key-value Cache that Controls Flash Write Amplification NSDI 2019 Cliffhanger: Scaling Performance Cliffs in Web Memory Caches NSDI 2016