Robust Real-time Resource Forecasting for Pricing Scheme Design

Topic

• Multi-source Machine Learning for Timeseries Prediction

Grant

• Adobe Inc. 2022
• Amount: $30,000

Team

• PI: Hoda Eldardiry
• PhD Student: Hongjie Chen
• Adobe collaborators: Ryan Rossi,Kanak Mahadik,Sungchul Kim

Publications

• Graph Deep Factors for Probabilistic Time-series Forecasting – ACM Transactions on Knowledge Discovery from Data (TKDD) 2022
• Graph Deep Factors for Forecasting with Applications to Cloud Resource Allocation – ACM Knowledge Discovery and Data Mining (KDD) 2021