Carlo Curino

5 papers · 2015–2020 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

OSDI (3) NSDI (2)

Top co-authors

Subru Krishnan (3) Konstantinos Karanasos (3) Sriram Rao (2) Gregory R. Ganger (1) Íñigo Goiri (1) Raghu Ramakrishnan (1) Matteo Interlandi (1) Sangeetha Abdu Jyothi (1) Jonathan Yaniv (1) Kishore Chaliparambil (1)

Research topics

Artificial Intelligence (2) Computer Science (2) Data Science & Analytics (2) Machine Learning (2) Core AI (2) Optimization & Theory · Machine Learning (2) Systems (2) Deep Learning (1) Application Areas (1) Applications (1) Methods (1) Optimization & Theory · Deep Learning (1)

Keywords

feature extraction (1) data provenance (1) model serving (1) resource allocation (1) resource management (1) model compilation (1) feature engineering (1) neural network compilation (1) resource manager (1) data center (1) federated architecture (1) task scheduling (1) control plane (1) multi-tenant controller (1) compiler optimization (1) distributed system (1) cluster scheduling (1) big data analytics (1) performance predictability (1) job scheduling (1)

Papers

A Tensor Compiler for Unified Machine Learning Prediction Serving OSDI 2020 Unearthing inter-job dependencies for better cluster scheduling OSDI 2020 Hydra: a federated resource manager for data-center scale analytics NSDI 2019 Morpheus: Towards Automated SLOs for Enterprise Clusters OSDI 2016 Global Analytics in the Face of Bandwidth and Regulatory Constraints NSDI 2015