Technical Papers

A Survey of Multi-Tenant Deep Learning Inference on GPU

Fuxun Yu, Yongbo Yu (George Mason University); Di Wang (Microsoft); Minjia Zhang (Microsoft AI and Research); Longfei Shangguan (Microsoft); Chenchen Liu (University of Maryland, Baltimore County), Tolga Soyata (GMU); Xiang Chen (George Mason University)

CWP: A Machine Learning based Approach to Detect Unknown Cloud Workloads

Derssie Mebratu, Mohammad Hossain, Niranjan Hasabnis, Jun Jin, Gaurav Chaudhary, Noah Shen (Intel)

Multi-level Explanation of Deep Reinforcement Learning-based Scheduling

Shaojun Zhang (USYD); Chen Wang (DATA61, CSIRO); Albert Zomaya (The University of Sydney)

Project Showcases

Auto-scaling for Spot and On-demand VM Mixture

Fangkai Yang, Bo Qiao, Eli Cortez, Inigo Goiri, Chetan Bansal, Si Qin, Victor Rühle, Qingwei Lin, Dongmei Zhang (Microsoft)

LOGIC: Log Intelligence in Cloud

Lingling Zheng (Microsoft); Xu Zhang (Microsoft Research); Ze Li, Cong Chen (Microsoft); Shilin He, Liqun Li (Microsoft Research); Yu Kang (MSRA); Yudong Liu (Microsoft); Qingwei Lin (Microsoft Research); Yingnong Dang, Murali Chintalapati (Microsoft)