Renata Borovica‐Gajic

1. DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees
   2020/10/19 by R. Malinga Perera, Perera, R. Malinga, Bastian Oetomo +6 · 5 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Machine Learning and Data Classification #cs.DB #cs.LG
2. No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees
   2021/08/23 by R. Malinga Perera, Bastian Oetomo, Perera, R. Malinga +6 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Blockchain Technology Applications and Security #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.DB #cs.LG
3. Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning
   2022/01/13 by Udesh Gunarathna, Renata Borovica-Gajic, Gunarathna, Udesh +6 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Transportation and Mobility Innovations #Vehicle Routing Optimization Methods #cs.AI #cs.LG
4. A Simple Yet High-Performing On-disk Learned Index: Can We Have Our Cake and Eat it Too?
   2023/06/05 by Hai Lan, Lan, Hai, Zhifeng Bao +7 · 1 citation
   Computer Science · #Advanced Data Storage Technologies #Data Mining Algorithms and Applications #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences