Renata Borovica-Gajic

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 49

Top Topics

Top Venues

Publications

Mo Li, Renata Borovica-Gajic, Farhana Murtaza Choudhury, Ningning Cui, Linlin Ding
Maximal size constraint community search over bipartite graphs. Knowl. Based Syst. 297 (2024)
Rajesh Bordawekar, Oded Shmueli, Yael Amsterdamer, Renata Borovica-Gajic, Donatella Firmani
Seventh International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM). SIGMOD Conference Companion (2024)
Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic, Yu Dong
A Fully On-Disk Updatable Learned Index. ICDE (2024)
Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Jinli Cao, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Stratos Idreos, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Fatma Özcan, Liat Peterfreund, Soror Sahri, Sana Sellami, Roee Shraga, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Genoveva Vargas-Solar, Meihui Zhang, Wenjie Zhang
Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report. SIGMOD Rec. 53 (2) (2024)
Dimuthu Lakmal, Kushani Perera, Renata Borovica-Gajic, Shanika Karunasekera
Spatial-Temporal Bipartite Graph Attention Network for Traffic Forecasting. PAKDD (2) (2024)
Farzaneh Zirak, Farhana Murtaza Choudhury, Renata Borovica-Gajic
SeLeP: Learning Based Semantic Prefetching for Exploratory Database Workloads. Proc. VLDB Endow. 17 (8) (2024)
Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices. CoRR (2023)
Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices. Proc. ACM Manag. Data 1 (2) (2023)
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. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic, Yu Dong
A Simple Yet High-Performing On-disk Learned Index: Can We Have Our Cake and Eat it Too? CoRR (2023)
Guanli Liu, Jianzhong Qi, Lars Kulik, Kazuya Soga, Renata Borovica-Gajic, Benjamin I. P. Rubinstein
Efficient Index Learning via Model Reuse and Fine-tuning. ICDEW (2023)
Farzaneh Zirak, Farhana Murtaza Choudhury, Renata Borovica-Gajic
SeLeP: Learning Based Semantic Prefetching for Exploratory Database Workloads. CoRR (2023)
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
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. SIGMOD Rec. 52 (2) (2023)
Renata Borovica-Gajic
Reminiscences on Influential Papers. SIGMOD Rec. 52 (3) (2023)
Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic
Real-time Road Network Optimization with Coordinated Reinforcement Learning. ACM Trans. Intell. Syst. Technol. 14 (4) (2023)
Bastian Oetomo, R. Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein
Cutting to the chase with warm-start contextual bandits. Knowl. Inf. Syst. 65 (9) (2023)
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
Diversity and Inclusion Activities in Database Conferences: A 2021 Report. SIGMOD Rec. 51 (2) (2022)
Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin
Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning. CoRR (2022)
Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin
Intelligent Autonomous Intersection Management. CoRR (2022)
Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin
Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning. IV (2022)
Matthias Bachfischer, Renata Borovica-Gajic, Benjamin I. P. Rubinstein
Testing the Robustness of Learned Index Structures. CoRR (2022)
R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein, Renata Borovica-Gajic
HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning. Proc. VLDB Endow. 16 (2) (2022)
Renata Borovica-Gajic, Goetz Graefe, Allison W. Lee, Caetano Sauer, Pinar Tözün
Database Indexing and Query Processing (Dagstuhl Seminar 22111). Dagstuhl Reports 12 (3) (2022)
Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin
Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning. SIGSPATIAL/GIS (2022)
Muhammed Tawfiqul Islam, Renata Borovica-Gajic, Shanika Karunasekera
A multi-level caching architecture for stateful stream computation. DEBS (2022)
Hairuo Xie, Renata Borovica-Gajic, Egemen Tanin, Shanika Karunasekera, Udesh Gunarathna, Gilbert Oppy, Majid Sarvi
A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper). SIGSPATIAL/GIS (2022)
Rajeev Muralidhar, Renata Borovica-Gajic, Rajkumar Buyya
Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards. ACM Comput. Surv. 54 (11s) (2022)
Rajesh Chittor Sundaram, Elham Naghizade, Renata Borovica-Gajic, Martin Tomko
Can you fixme? An intrinsic classification of contributor-identified spatial data issues using topic models. Int. J. Geogr. Inf. Sci. 36 (1) (2022)
Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin
e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper). SIGSPATIAL/GIS (2022)
Bastian Oetomo, R. Malinga Perera, Renata Borovica-Gajic, Benjamin I. P. Rubinstein
Cutting to the Chase with Warm-Start Contextual Bandits. ICDM (2021)
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)
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 (2021)
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)
Naufal Fikri Setiawan, Benjamin I. P. Rubinstein, Renata Borovica-Gajic
Function Interpolation for Learned Index Structures. ADC (2020)
Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik
GeoPrune: Efficiently Matching Trips in Ride-sharing Through Geometric Properties. SSDBM (2020)
Yixin Xu, Lars Kulik, Renata Borovica-Gajic, Abdullah AlDwyish, Jianzhong Qi
Highly Efficient and Scalable Multi-hop Ride-sharing. SIGSPATIAL/GIS (2020)
Rajeev Muralidhar, Renata Borovica-Gajic, Rajkumar Buyya
Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards. CoRR (2020)
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 (2020)
Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic
Real-Time Lane Configuration with Coordinated Reinforcement Learning. ECML/PKDD (4) (2020)
Rajesh Chittor Sundaram, Elham Naghizade, Renata Borovica-Gajic, Martin Tomko
Harnessing spatio-temporal patterns in data for nominal attribute imputation. Trans. GIS 24 (4) (2020)
Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik
GeoPrune: Efficiently Finding Shareable Vehicles Based on Geometric Properties. CoRR (2019)
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) (2019)
Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic
Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories. CoRR (2019)
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 (2019)
Renata Borovica-Gajic, Stratos Idreos, Anastasia Ailamaki, Marcin Zukowski, Campbell Fraser
Smooth Scan: robust access path selection without cardinality estimation. VLDB J. 27 (4) (2018)
Yixin Xu, Jianzhong Qi, Renata Borovica-Gajic, Lars Kulik
Finding All Nearest Neighbors with a Single Graph Traversal. DASFAA (1) (2018)
Renata Borovica-Gajic, Goetz Graefe, Allison W. Lee
Robust Performance in Database Query Processing (Dagstuhl Seminar 17222). Dagstuhl Reports 7 (5) (2017)
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)
Renata Borovica-Gajic, Raja Appuswamy, Anastasia Ailamaki
Cheap Data Analytics using Cold Storage Devices. Proc. VLDB Endow. 9 (12) (2016)
Ioannis Alagiannis, Renata Borovica-Gajic, Miguel Branco, Stratos Idreos, Anastasia Ailamaki
NoDB: efficient query execution on raw data files. Commun. ACM 58 (12) (2015)
Renata Borovica-Gajic, Stratos Idreos, Anastasia Ailamaki, Marcin Zukowski, Campbell Fraser
Smooth Scan: Statistics-oblivious access paths. ICDE (2015)