SIGMOD, 2023. Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices. H. Lan, Z. Bao, S. Culpepper, and R. Borovica-Gajic. PDF (to appear)
DBML@ICDE, 2023. Efficient Index Learning via Model Reuse and Fine-tuning. G. Liu, J. Qi, L. Kulik, K. Soga, R. Borovica-Gajic, and B. I. P. Rubinstein. PDF (to appear)
KAIS, 2023. Cutting to the Chase with Warm-Start Contextual Bandits. B. Oetomo, M. Perera, R. Borovica-Gajic and B. I. P. Rubinstein. PDF (to appear)
VLDB, 2022. HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning. M. Perera, B. Oetomo, B. I. P. Rubinstein, and R. Borovica-Gajic. PDF Link BibTex
CSUR, 2022. Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards. R. Muralidhar, R. Borovica-Gajic, and R. Buyya. PDF Link BibTex
DEBS, 2022. A Multi-level Caching Architecture for Stateful Stream Computation. T. Islam, R. Borovica-Gajic, and S. Karunasekera. PDF Slides Link Video BibTex (Best Student Paper)
SIGSPATIAL, 2022. Dynamic Graph Combinatorial Optimization with Multi-Attention Deep Reinforcement Learning. U. Gunarathna, R. Borovica-Gajic, S. Karunasekera, and E. Tanin. PDF Slides Link Video BibTex
SIGSPATIAL, 2022. e-SMARTS: A System to Simulate Intelligent Traffic Management Solutions (Demo Paper). U. Gunarathna, R. Borovica-Gajic, S. Karunasekera, and E. Tanin. PDF Slides Link Video BibTex
SIGSPATIAL, 2022. A Simulation Study on Prioritizing Connected Freight Vehicles at Intersections for Traffic Flow Optimization (Industrial Paper). H. Xie, R. Borovica-Gajic, E. Tanin, S. Karunasekera, U. Gunarathna, G. Oppy, and M. Sarvi. PDF Slides Link Video BibTex
IV, 2022. Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning. U. Gunarathna, S. Karunasekera, R. Borovica-Gajic, and E. Tanin. PDF Slides Link BibTex
IJGIS, 2022. Can you fixme? An intrinsic classification of contributor-identified spatial data issues using topic models. R. C. Sundaram, E. Naghizade, R. Borovica-Gajic, and M. Tomko. PDF Link BibTex
ICDM, 2021. Cutting to the Chase with Warm-Start Contextual Bandits. B. Oetomo, M. Perera, R. Borovica-Gajic and B. I. P. Rubinstein. PDF Slides Link Video BibTex
ICDE, 2021. DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees. M. Perera, B. Oetomo, B. I. P. Rubinstein, and R. Borovica-Gajic. PDF Slides Link Video BibTex
SIGSPATIAL, 2020. Highly Efficient and Scalable Multi-hop Ride-sharing. Y. Xu, L. Kulik, R. Borovica-Gajic, A. Aldwyish, and J. Qi. PDF Slides Link BibTex
ECML/PKDD, 2020. Real-time Lane Confguration with Coordinated Reinforcement Learning. U. Gunarathna, H. Xie, E. Tanin, S. Karunasekera, and R. Borovica-Gajic. PDF Slides Link BibTex
SSDBM, 2020. GeoPrune: Efficiently Matching Trips in Ride-sharing Through Geometric Properties. Y. Xu, J. Qi, R. Borovica-Gajic, and L. Kulik. PDF Slides Link BibTex
ICDE, 2020. CrashSim: An Efficient Algorithm for Computing SimRank over Static and Temporal Graphs. M. Li, F. M. Choudhury, R. Borovica-Gajic, Z. Wang, J. Xin, and J. Li. PDF Slides Link BibTex
TGIS, 2020. Harnessing spatio-temporal patterns in data for nominal attribute imputation. R. C. Sundaram, E. Naghizade, R. Borovica-Gajic, and M. Tomko. PDF Link BibTex
ADC, 2020. Function Interpolation for Learned Index Structures. N. F. Setiawan, B. I. P. Rubinstein, and R. Borovica-Gajic. PDF Slides Link BibTex (Best Student Paper Honorable Mention)
(Book chapter) Database System Concepts, 7th edition, by Silberschatz, Korth and Sudarshan, 2019. Chapter 32 on PostgreSQL. R. Borovica-Gajic and I. Alagiannis. PDF Bibtex
CACM, 2019. The five minute rule thirty years later and its impact on the storage hierarchy. R. Appuswamy, R. Borovica-Gajic, G. Graefe, and A. Ailamaki. PDF Link BibTex
arXiv:1902.07500, 2019. A Note on Bounding Regret of the C2UCB Contextual Combinatorial Bandit. B. Oetomo, M. Perera, R. Borovica-Gajic, and B. I. P. Rubinstein. PDF Link BibTex
VLDB Journal, 2018. Smooth Scan: Robust Access Path Selection without Cardinality Estimation. R. Borovica-Gajic, S. Idreos, A. Ailamaki, M. Zukowski and C. Fraser. PDF* Link BibTex
DASFAA, 2018. Finding All Nearest Neighbors with a Single Graph Traversal. Y. Xu, J. Qi, R. Borovica-Gajic, and L. Kulik. PDF Slides Link BibTex
Dagstuhl Reports 7(5), 2017. Robust Performance in Database Query Processing (Dagstuhl Seminar 17222). R. Borovica-Gajic, G. Graefe, and A. Lee. PDF BibTex
ADMS@VLDB, 2017. The five minute rule thirty years later and its impact on the storage hierarchy. R. Appuswamy, R. Borovica-Gajic, G. Graefe, and A. Ailamaki. PDF Slides BibTex
PhD Thesis, EPFL, 2016. Toward timely, predictable and cost-effective data analytics. R. Borovica-Gajic. PDF Slides Poster
VLDB, 2016. Cheap Data Analytics Using Cold Storage Devices. R. Borovica-Gajic, R. Appuswamy, and A. Ailamaki. PDF Slides Poster BibTex
ICDE, 2015. Smooth Scan: Statistics-oblivious Access Paths. R. Borovica-Gajic, S. Idreos, A. Ailamaki, M. Zukowski and C. Fraser. PDF Slides Poster BibTex
CACM, Research Highlights, 2015. NoDB: Efficient Query Execution on Raw Data Files. I. Alagiannis, R. Borovica-Gajic, M. Branco, S. Idreos, and A. Ailamaki. PDF BibTex
VLDB, 2012. NoDB in Action: Adaptive Query Processing on Raw Data (demo). I. Alagiannis, R. Borovica, M. Branco, S. Idreos and A. Ailamaki. PDF Poster BibTex
DBTest@SIGMOD, 2012. Automated Physical Designers: What You See is (Not) What You Get. R. Borovica, I. Alagiannis and A. Ailamaki. PDF Slides Poster BibTex
SIGMOD, 2012. NoDB: Efficient Query Execution on Raw Data Files. I. Alagiannis, R. Borovica, M. Branco, S. Idreos and A. Ailamaki. PDF Slides Poster BibTex
DEB, 2011. Challenges and Opportunities in Self-Managing Scientific Databases. T. Heinis, M. Branco, I. Alagiannis, R. Borovica, F. Tauheed and A. Ailamaki. PDF BibTex