| A survey on automatic parameter tuning for big data processing systems H Herodotou, Y Chen, J Lu ACM Computing Surveys (CSUR) 53 (2), 1-37, 2020 | 89 | 2020 |
| UniBench: A benchmark for multi-model database management systems C Zhang, J Lu, P Xu, Y Chen Technology Conference on Performance Evaluation and Benchmarking (TPCTC), 7-23, 2018 | 73 | 2018 |
| Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems J Lu, Y Chen, H Herodotou, S Babu Proceedings of the VLDB Endowment 12 (12), 1970-1973, 2019 | 62 | 2019 |
| d-Simplexed: Adaptive Delaunay triangulation for performance modeling and prediction on big data analytics Y Chen, P Goetsch, MA Hoque, J Lu, S Tarkoma IEEE Transactions on Big Data 8 (2), 458 - 469, 2019 | 26 | 2019 |
| Cost-effective Resource Provisioning for Spark Workloads Y Chen, J Lu, C Chen, M Hoque, S Tarkoma Proceedings of the 28th ACM International Conference on Information and …, 2019 | 18 | 2019 |
| Automatic Performance Tuning for Distributed Data Stream Processing Systems H Herodotou, L Odysseos, Y Chen, J Lu 38TH IEEE International Conference on Data Engineering, 2022 | 9 | 2022 |
| Quantum Computing for Databases: A Short Survey and Vision G Yuan, J Lu, Y Chen, S Wu, Y Chang, Z Yan, T Li, G Chen Joint Workshops at 49th International Conference on Very Large Data Bases …, 2023 | 4 | 2023 |
| Worst case optimal joins on relational and XML data Y Chen Proceedings of the 2018 International Conference on Management of Data, 1833 …, 2018 | 4 | 2018 |
| SALI: A Scalable Adaptive Learned Index Framework based on Probability Models J Ge, H Zhang, B Shi, Y Luo, Y Guo, Y Chai, Y Chen, A Pan Proceedings of the ACM on Management of Data 1 (4), 1-25, 2023 | 2 | 2023 |
| Cross-Model Conjunctive Queries over Relation and Tree-Structured Data Y Chen, V Uotila, J Lu, ZH Liu, S Das International Conference on Database Systems for Advanced Applications, 21-37, 2022 | 2 | 2022 |
| Compressed Data Direct Computing for Databases W Wan, F Zhang, C Zhang, M Zhang, J Zhai, Y Chai, H Zhang, W Lu, ... IEEE Transactions on Knowledge and Data Engineering, 2023 | 1 | 2023 |
| SimCost: cost-effective resource provision prediction and recommendation for spark workloads Y Chen, MA Hoque, P Xu, J Lu, S Tarkoma Distributed and Parallel Databases 42 (1), 73-102, 2023 | 1 | 2023 |
| G-Learned Index: Enabling Efficient Learned Index on GPU J Liu, F Zhang, L Lu, C Qi, X Guo, D Deng, G Li, H Zhang, J Zhai, H Zhang, ... IEEE Transactions on Parallel and Distributed Systems, 2024 | | 2024 |
| Data-Aware Adaptive Compression for Stream Processing Y Zhang, F Zhang, H Li, S Zhang, X Guo, Y Chen, A Pan, X Du IEEE Transactions on Knowledge and Data Engineering, 2024 | | 2024 |
| Explorations and Exploitation for Parity-based RAIDs with Ultra-fast SSDs S Wang, Q Cao, H Jiang, Z Lu, J Yao, Y Chen, A Pan ACM Transactions on Storage 20 (1), 1-32, 2024 | | 2024 |
| Homomorphic Compression: Making Text Processing on Compression Unlimited J Guan, F Zhang, S Ma, K Chen, Y Hu, Y Chen, A Pan, X Du Proceedings of the ACM on Management of Data 1 (4), 1-28, 2023 | | 2023 |
| Efficient and Accurate SimRank-Based Similarity Joins: Experiments, Analysis, and Improvement Q Ge, Y Liu, Y Zhao, Y Sun, L Zou, Y Chen, A Pan Proceedings of the VLDB Endowment 17 (4), 617-629, 2023 | | 2023 |
| Performance Tuning and Query Optimization for Big Data Management Y Chen Series of Publications A, Department of Computer Science, University of …, 2021 | | 2021 |
Jiaheng LuProfessor of University of Helsinki, FinlandVerified email at helsinki.fi
