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ORCIDRenata Borovica
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- affiliation: University of Melbourne, School of Computing and Information Systems, Australia
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2020 – today
- 2022
[i9]Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin:
Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning. CoRR abs/2201.04895 (2022)- [i8]Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin:
Intelligent Autonomous Intersection Management. CoRR abs/2202.04224 (2022) - 2021
- [c12]R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees. ICDE 2021: 600-611 - [c11]Bastian Oetomo, R. Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein:
Cutting to the Chase with Warm-Start Contextual Bandits. ICDM 2021: 459-468 - [i7]R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees. CoRR abs/2108.10130 (2021) - 2020
- [j7]Rajesh Chittor Sundaram
, Elham Naghizade, Renata Borovica-Gajic, Martin Tomko:
Harnessing spatio-temporal patterns in data for nominal attribute imputation. Trans. GIS 24(4): 1001-1032 (2020) - [c10]Naufal Fikri Setiawan, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
Function Interpolation for Learned Index Structures. ADC 2020: 68-80 - [c9]Yixin Xu, Lars Kulik, Renata Borovica-Gajic, Abdullah AlDwyish, Jianzhong Qi:
Highly Efficient and Scalable Multi-hop Ride-sharing. SIGSPATIAL/GIS 2020: 215-226 - [c8]Mo Li, Farhana Murtaza Choudhury, Renata Borovica-Gajic, Zhiqiong Wang, Junchang Xin, Jianxin Li:
CrashSim: An Efficient Algorithm for Computing SimRank over Static and Temporal Graphs. ICDE 2020: 1141-1152 - [c7]Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic:
Real-Time Lane Configuration with Coordinated Reinforcement Learning. ECML/PKDD (4) 2020: 291-307 - [c6]Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik:
GeoPrune: Efficiently Matching Trips in Ride-sharing Through Geometric Properties. SSDBM 2020: 5:1-5:12 - [e1]Renata Borovica-Gajic, Jianzhong Qi, Weiqing Wang:
Databases Theory and Applications - 31st Australasian Database Conference, ADC 2020, Melbourne, VIC, Australia, February 3-7, 2020, Proceedings. Lecture Notes in Computer Science 12008, Springer 2020, ISBN 978-3-030-39468-4 [contents] - [i6]Rajeev Muralidhar, Renata Borovica-Gajic, Rajkumar Buyya:
Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards. CoRR abs/2007.09976 (2020) - [i5]Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic:
DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees. CoRR abs/2010.09208 (2020)
2010 – 2019
- 2019
- [j6]Raja Appuswamy, Goetz Graefe, Renata Borovica-Gajic, Anastasia Ailamaki:
The five-minute rule 30 years later and its impact on the storage hierarchy. Commun. ACM 62(11): 114-120 (2019) - [i4]Bastian Oetomo, Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein:
A Note on Bounding Regret of the C$^2$UCB Contextual Combinatorial Bandit. CoRR abs/1902.07500 (2019) - [i3]Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik:
GeoPrune: Efficiently Finding Shareable Vehicles Based on Geometric Properties. CoRR abs/1907.01831 (2019) - [i2]Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic:
Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories. CoRR abs/1910.06788 (2019) - 2018
- [j5]Renata Borovica-Gajic, Stratos Idreos, Anastasia Ailamaki, Marcin Zukowski, Campbell Fraser:
Smooth Scan: robust access path selection without cardinality estimation. VLDB J. 27(4): 521-545 (2018) - [c5]Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik:
Finding All Nearest Neighbors with a Single Graph Traversal. DASFAA (1) 2018: 221-238 - 2017
- [c4]Raja Appuswamy, Renata Borovica-Gajic, Goetz Graefe, Anastasia Ailamaki:
The Five-minute Rule Thirty Years Later and its Impact on the Storage Hierarchy. ADMS@VLDB 2017: 1-8 - [i1]Renata Borovica-Gajic, Goetz Graefe, Allison W. Lee:
Robust Performance in Database Query Processing (Dagstuhl Seminar 17222). Dagstuhl Reports 7(5): 169-180 (2017) - 2016
- [j4]Renata Borovica-Gajic, Raja Appuswamy, Anastasia Ailamaki:
Cheap Data Analytics using Cold Storage Devices. Proc. VLDB Endow. 9(12): 1029-1040 (2016) - 2015
- [j3]Ioannis Alagiannis, Renata Borovica-Gajic, Miguel Branco, Stratos Idreos, Anastasia Ailamaki:
NoDB: efficient query execution on raw data files. Commun. ACM 58(12): 112-121 (2015) - [c3]Renata Borovica-Gajic, Stratos Idreos, Anastasia Ailamaki, Marcin Zukowski, Campbell Fraser:
Smooth Scan: Statistics-oblivious access paths. ICDE 2015: 315-326 - 2012
- [j2]Ioannis Alagiannis, Renata Borovica, Miguel Branco, Stratos Idreos, Anastasia Ailamaki:
NoDB in Action: Adaptive Query Processing on Raw Data. Proc. VLDB Endow. 5(12): 1942-1945 (2012) - [c2]Renata Borovica, Ioannis Alagiannis, Anastasia Ailamaki:
Automated physical designers: what you see is (not) what you get. DBTest 2012: 9 - [c1]Ioannis Alagiannis, Renata Borovica, Miguel Branco, Stratos Idreos, Anastasia Ailamaki:
NoDB: efficient query execution on raw data files. SIGMOD Conference 2012: 241-252 - 2011
- [j1]Thomas Heinis, Miguel Branco, Ioannis Alagiannis, Renata Borovica, Farhan Tauheed, Anastasia Ailamaki:
Challenges and Opportunities in Self-Managing Scientific Databases. IEEE Data Eng. Bull. 34(4): 44-52 (2011)
Coauthor Index
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