Generative AI-Driven Data Lakehouse Evolution: Automated Schema Design and Adaptive Query Optimization

Authors: Raini, Pranay Kumar

Source: 2026 7th International Conference On Computational Vision and Bio Inspired Computing (ICCVBIC) Computational Vision and Bio Inspired Computing (ICCVBIC), 2026 7th International Conference On. :487-493 Aug, 2026

Relation: 2026 7th International Conference On Computational Vision and Bio Inspired Computing (ICCVBIC)

Lequa: A Learning-Based Query-Aware Framework for Selective Query Optimization

Authors: Li, Guoneng, Zheng, Pengfei, Xu, Ling, Li, Yan, Zheng, Bolong

Source: 2026 IEEE 42nd International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2026 IEEE 42nd International Conference on. :3224-3236 May, 2026

Relation: 2026 IEEE 42nd International Conference on Data Engineering (ICDE)

Query Optimization: Lightweight Reinforcement Learning for SQL Join Optimization

Authors: Paul, Jasmine, Prakash L, Muthu, R, Neyan, K, Surya, Jones, Ms Aida, D, Arthi

Source: 2026 International Conference on Data Science and Business Systems (ICDSBS) Data Science and Business Systems (ICDSBS), 2026 International Conference on. 3:1-5 May, 2026

Relation: 2026 International Conference on Data Science and Business Systems (ICDSBS)

Learning-Aided Joint Optimization of Join Operators and Execution Parameters for Relational Query Processing

Authors: Ma, Dong

Source: 2026 10th International Conference on Electronic Information Technology and Computer Engineering (EITCE) Electronic Information Technology and Computer Engineering (EITCE), 2026 10th International Conference on. :1407-1411 Jun, 2026

Relation: 2026 10th International Conference on Electronic Information Technology and Computer Engineering (EITCE)

Query Optimization Strategies for Relational Databases in Web Applications

Authors: Wang, Shanshan, Sun, Hui, Sun, Liping

Source: 2026 6th International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA) Artificial Intelligence, Big Data and Algorithms (CAIBDA), 2026 6th International Conference on. :829-832 Jun, 2026

Relation: 2026 6th International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA)

CactusDB: Unlock Co-Optimization Opportunities for SQL Queries and AI/ML Model Inferences

Authors: Zhou, Lixi, Chowdhury, Kanchan, Xie, Lulu, Tandel, Jaykumar, Guan, Hong, Fan, Zhiwei, Fu, Xinwei, Zou, Jia

Source: 2026 IEEE 42nd International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2026 IEEE 42nd International Conference on. :2220-2234 May, 2026

Relation: 2026 IEEE 42nd International Conference on Data Engineering (ICDE)

Hybrid Plans for Query Optimization in HTAP Systems

Authors: Zhang, X., Wang, Y., Zhang, C., Li, G.

Source: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 38(8):5159-5172 Aug, 2026

Query Optimization and Evaluation via Information Theory

Authors: Abo Khamis, Mahmoud, Ngo, Hung Q., Suciu, Dan

Source: Companion of the 45th Symposium on Principles of Database Systems. :2-17

Availability: http://dl.acm.org/doi/10.1145/3788852.3805595

TemplateQO: Template-Aware and Scalable Query Optimization with Data-Efficient Learning

Authors: Zheng, Pengfei, Li, Guoneng, Xu, Ling, Zhu, Rong, Li, Yan, Zheng, Bolong

Source: 2026 IEEE 42nd International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2026 IEEE 42nd International Conference on. :740-752 May, 2026

Relation: 2026 IEEE 42nd International Conference on Data Engineering (ICDE)

A Review of Query Optimization Techniques: From Traditional to Reinforcement Learning Approaches

Authors: J, Shajeena, R M, Shiny, K, Gayathri Devi, M, Mary Vespa

Source: 2026 International Conference on Electronics and Renewable Systems (ICEARS) Electronics and Renewable Systems (ICEARS), 2026 International Conference on. :1185-1189 Feb, 2026

Relation: 2026 International Conference on Electronics and Renewable Systems (ICEARS)

Analysis of SQL Query Optimization Strategies in the Context of Improving the Performance of Large Relational Databases in Dynamic Web Applications

Authors: Delilovic, Belma, Ceke, Denis, Buzadija, Nevzudin

Source: 2026 25th International Symposium INFOTEH-JAHORINA (INFOTEH) INFOTEH-JAHORINA (INFOTEH), 2026 25th International Symposium. :1-6 Mar, 2026

Relation: 2026 25th International Symposium INFOTEH-JAHORINA (INFOTEH)

Research on the Use of Large Language Models for SQL Query Optimization

Authors: Naboka, Artem, Mazurova, Oksana

Source: 2026 IEEE 18th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET) Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET), 2026 IEEE 18th International Conference on. :1-6 Feb, 2026

Relation: 2026 IEEE 18th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET)

Learned Offline Query Planning via Bayesian Optimization

Authors: Tao, Jeffrey, Maus, Natalie, Jones, Haydn, Zeng, Yimeng, Gardner, Jacob R., Marcus, Ryan

Source: Proceedings of the ACM on Management of Data - SIGMOD. 3(3):1-29

Availability: http://dl.acm.org/doi/10.1145/3725316

Discretization of candidate plans and off-line multi-objective security fine-tuning method for database query optimization

Authors: Jinlun, Li

Source: 2026 IEEE 4th International Conference on Control, Electronics and Computer Technology (ICCECT) Control, Electronics and Computer Technology (ICCECT), 2026 IEEE 4th International Conference on. :939-950 Apr, 2026

Relation: 2026 IEEE 4th International Conference on Control, Electronics and Computer Technology (ICCECT)

Logical and Physical Optimizations for SQL Query Execution over Large Language Models

Authors: Satriani, Dario, Veltri, Enzo, Santoro, Donatello, Rosato, Sara, Varriale, Simone, Papotti, Paolo

Source: Proceedings of the ACM on Management of Data - SIGMOD. 3(3):1-28

Availability: http://dl.acm.org/doi/10.1145/3725411

LLM4Hint: Leveraging Large Language Models for Hint Recommendation in Offline Query Optimization

Authors: Liu, Suchen, Lin, Yang, Han, Yinjun, Gao, Jun

Source: 2026 IEEE 42nd International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2026 IEEE 42nd International Conference on. :1803-1816 May, 2026

Relation: 2026 IEEE 42nd International Conference on Data Engineering (ICDE)

Understanding Query Optimization Bugs in Graph Database Systems

Authors: Chen, Yuyu, Yu, Zhongxing

Source: Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2. :2159-2176

Availability: http://dl.acm.org/doi/10.1145/3779212.3790244

ELENA: AN Explainability-Aided Online Query Optimization Framework

Authors: Dong, Yuan, Yao, Yuanyuan, Wu, Yangyang, Chen, Lu, Zhu, Rong

Source: 2026 IEEE 42nd International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2026 IEEE 42nd International Conference on. :2863-2875 May, 2026

Relation: 2026 IEEE 42nd International Conference on Data Engineering (ICDE)

Low Rank Learning for Offline Query Optimization

Authors: Yi, Zixuan, Tian, Yao, Ives, Zachary G., Marcus, Ryan

Source: Proceedings of the ACM on Management of Data - SIGMOD. 3(3):1-26

Availability: http://dl.acm.org/doi/10.1145/3725412

Adaptive Query Optimization with Artificial Intelligence in PostgreSQL

Authors: Hoang, Quoc Viet, Hoang, Tan Phu Quoc, Nguyen, Huyen Trang, Mai, Nguyen Xuan Thao, Hoang, Vu Da Quynh, Huynh, Cong Phap, Dang, Dai Tho, Tomoaki, Satou, Yugo, Nagata

Source: Proceedings of the 2026 11th International Conference on Intelligent Information Technology. :73-79

Availability: http://dl.acm.org/doi/10.1145/3805862.3805874