Renata Borovica

According to our database, Renata Borovica authored at least 44 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

No DBA? No Regret! Multi-Armed Bandits for Index Tuning of Analytical and HTAP Workloads With Provable Guarantees.

R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic

IEEE Trans. Knowl. Data Eng., December, 2023

Reminiscences on Influential Papers.

Renata Borovica-Gajic

SIGMOD Rec., September, 2023

Cutting to the chase with warm-start contextual bandits.

Bastian Oetomo, R. Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein

Knowl. Inf. Syst., September, 2023

Real-time Road Network Optimization with Coordinated Reinforcement Learning.

Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic

ACM Trans. Intell. Syst. Technol., August, 2023

Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report.

Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Gillian Dobbie, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Behrooz Omidvar-Tehrani, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Shazia Sadiq, Sana Sellami, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Victor Zakhary, Meihui Zhang

SIGMOD Rec., June, 2023

Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices.

Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic

Proc. ACM Manag. Data, 2023

SeLeP: Learning Based Semantic Prefetching for Exploratory Database Workloads.

Farzaneh Zirak, Farhana Murtaza Choudhury, Renata Borovica-Gajic

CoRR, 2023

A Simple Yet High-Performing On-disk Learned Index: Can We Have Our Cake and Eat it Too?

Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic, Yu Dong

CoRR, 2023

Efficient Index Learning via Model Reuse and Fine-tuning.

Guanli Liu, Jianzhong Qi, Lars Kulik, Kazuya Soga, Renata Borovica-Gajic, Benjamin I. P. Rubinstein

Proceedings of the 39th IEEE International Conference on Data Engineering, ICDE 2023, 2023

2022

Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards.

Rajeev Muralidhar, Renata Borovica-Gajic, Rajkumar Buyya

ACM Comput. Surv., January, 2022

Diversity and Inclusion Activities in Database Conferences: A 2021 Report.

Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang

SIGMOD Rec., 2022

HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning.

R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic

Proc. VLDB Endow., 2022

Can you fixme? An intrinsic classification of contributor-identified spatial data issues using topic models.

Rajesh Chittor Sundaram, Elham Naghizade, Renata Borovica-Gajic, Martin Tomko

Int. J. Geogr. Inf. Sci., 2022

Database Indexing and Query Processing (Dagstuhl Seminar 22111).

Renata Borovica-Gajic, Goetz Graefe, Allison W. Lee, Caetano Sauer, Pinar Tözün

Dagstuhl Reports, 2022

Testing the Robustness of Learned Index Structures.

Matthias Bachfischer, Renata Borovica-Gajic, Benjamin I. P. Rubinstein

CoRR, 2022

Intelligent Autonomous Intersection Management.

Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin

CoRR, 2022

Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning.

Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin

CoRR, 2022

Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning.

Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper).

Hairuo Xie, Renata Borovica-Gajic, Egemen Tanin, Shanika Karunasekera, Udesh Gunarathna, Gilbert Oppy, Majid Sarvi

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning.

Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper).

Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

A multi-level caching architecture for stateful stream computation.

Muhammed Tawfiqul Islam, Renata Borovica-Gajic, Shanika Karunasekera

Proceedings of the 16th ACM International Conference on Distributed and Event-based Systems, 2022

2021

DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees.

R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Harnessing spatio-temporal patterns in data for nominal attribute imputation.

Rajesh Chittor Sundaram, Elham Naghizade, Renata Borovica-Gajic, Martin Tomko

Trans. GIS, 2020

GeoPrune: Efficiently Matching Trips in Ride-sharing Through Geometric Properties.

Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik

Proceedings of the SSDBM 2020: 32nd International Conference on Scientific and Statistical Database Management, 2020

Real-Time Lane Configuration with Coordinated Reinforcement Learning.

Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

CrashSim: An Efficient Algorithm for Computing SimRank over Static and Temporal Graphs.

Mo Li, Farhana Murtaza Choudhury, Renata Borovica-Gajic, Zhiqiong Wang, Junchang Xin, Jianxin Li

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Highly Efficient and Scalable Multi-hop Ride-sharing.

Yixin Xu, Lars Kulik, Renata Borovica-Gajic, Abdullah AlDwyish, Jianzhong Qi

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Function Interpolation for Learned Index Structures.

Naufal Fikri Setiawan, Benjamin I. P. Rubinstein, Renata Borovica-Gajic

Proceedings of the Databases Theory and Applications, 2020

2019

Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories.

Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic

CoRR, 2019

GeoPrune: Efficiently Finding Shareable Vehicles Based on Geometric Properties.

Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik

CoRR, 2019

A Note on Bounding Regret of the C$^2$UCB Contextual Combinatorial Bandit.

Bastian Oetomo, Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein

CoRR, 2019

The five-minute rule 30 years later and its impact on the storage hierarchy.

Raja Appuswamy, Goetz Graefe, Renata Borovica-Gajic, Anastasia Ailamaki

Commun. ACM, 2019

2018

Smooth Scan: robust access path selection without cardinality estimation.

Renata Borovica-Gajic, Stratos Idreos, Anastasia Ailamaki, Marcin Zukowski, Campbell Fraser

VLDB J., 2018

Finding All Nearest Neighbors with a Single Graph Traversal.

Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Robust Performance in Database Query Processing (Dagstuhl Seminar 17222).

Renata Borovica-Gajic, Goetz Graefe, Allison W. Lee

Dagstuhl Reports, 2017

The Five-minute Rule Thirty Years Later and its Impact on the Storage Hierarchy.

Raja Appuswamy, Renata Borovica-Gajic, Goetz Graefe, Anastasia Ailamaki

Proceedings of the International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, 2017

2016

Toward timely, predictable and cost-effective data analytics.

Renata Borovica-Gajic

PhD thesis, 2016

Cheap Data Analytics using Cold Storage Devices.

Renata Borovica-Gajic, Raja Appuswamy, Anastasia Ailamaki

Proc. VLDB Endow., 2016

2015

NoDB: efficient query execution on raw data files.

Ioannis Alagiannis, Renata Borovica-Gajic, Miguel Branco, Stratos Idreos, Anastasia Ailamaki

Commun. ACM, 2015

Smooth Scan: Statistics-oblivious access paths.

Renata Borovica-Gajic, Stratos Idreos, Anastasia Ailamaki, Marcin Zukowski, Campbell Fraser

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2012

NoDB in Action: Adaptive Query Processing on Raw Data.

Ioannis Alagiannis, Renata Borovica, Miguel Branco, Stratos Idreos, Anastasia Ailamaki

Proc. VLDB Endow., 2012

Automated physical designers: what you see is (not) what you get.

Renata Borovica, Ioannis Alagiannis, Anastasia Ailamaki

Proceedings of the Fifth International Workshop on Testing Database Systems, 2012

2011

Challenges and Opportunities in Self-Managing Scientific Databases.

Thomas Heinis, Miguel Branco, Ioannis Alagiannis, Renata Borovica, Farhan Tauheed, Anastasia Ailamaki

IEEE Data Eng. Bull., 2011