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2020 – today
- 2024
[j16]Alexander Bianchi, Andrew Chai, Vincent Corvinelli, Parke Godfrey, Jarek Szlichta, Calisto Zuzarte:
Db2une: Tuning Under Pressure via Deep Learning. Proc. VLDB Endow. 17(12): 3855-3868 (2024)- [c62]Amin Kamali, Verena Kantere, Calisto Zuzarte:
Robust Query Optimization in the Era of Machine Learning: State-of-the-Art and Future Directions. ICDE 2024: 5371-5375 - [c61]Amin Kamali
, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli:
RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning. SIGMOD Conference Companion 2024: 468-471 - [i6]Shaikh Quader, Andres Jaramillo, Sumona Mukhopadhyay, Ghadeer Abuoda, Calisto Zuzarte, David Kalmuk, Marin Litoiu, Manos Papagelis:
LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates. CoRR abs/2401.12103 (2024) - [i5]Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli:
Roq: Robust Query Optimization Based on a Risk-aware Learned Cost Model. CoRR abs/2401.15210 (2024) - [i4]Chang Liu, Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli:
A Novel Framework Using Deep Reinforcement Learning for Join Order Selection. CoRR abs/2412.10253 (2024) - 2023
- [c60]Ning Wang, Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli, Brandon Frendo, Steve Donoghue:
A Hybrid Cost Model for Evaluating Query Execution Plans. AIKE 2023: 133-138 - [c59]Sudip Chatterjee, Shubh Sharma, Nithin Ivan, Saumya Verma, Suprio Ray, Mark Stoodley, Calisto Zuzarte, Ian Finlay:
Compilation of SQL Queries for Efficient Distributed In-Memory Processing. CASCON 2023: 149-154 - [c58]Amin Kamali, Calisto Zuzarte, Verena Kantere, Jaroslaw Szlichta, Yueting Chen, Xiaohui Yu, Ning Wang:
ML4DM '23: The Third Workshop on the Emerging Applications of Machine Learning in Modern Data Management. CASCON 2023: 251-253 - [c57]Connor Henderson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
BLUTune: Tuning Up IBM Db2 with ML. ICDE 2023: 3615-3618 - 2022
- [c56]Amin Kamali, Jarek Szlichta, Calisto Zuzarte, Yueting Chen, Verena Kantere, Shaikh Quader:
ML4DM: The second workshop on the emerging applications of machine learning in modern data management. CASCON 2022: 229-231 - [c55]Connor Henderson, Spencer Bryson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
BLUTune: Query-informed Multi-stage IBM Db2 Tuning via ML. CIKM 2022: 3162-3171 - 2021
- [c54]Waikeat Tan, Mohammed Alhamid, Mohamad Kalil, Ronghao Yang, Vincent Corvinelli, Calisto Zuzarte, Liam Finnie:
Query predicate selectivity using machine learning in Db2®. CASCON 2021: 143-152 - [c53]Amin Kamali, Calisto Zuzarte, Verena Kantere:
Emerging applications of machine learning in modern data management. CASCON 2021: 284-286 - [c52]Alexandar Mihaylov, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
Scalable Learning to Troubleshoot Query Performance Problems. CIKM 2021: 4016-4025 - 2020
- [c51]Omar El Zarif, Safwat Hassan, Ying Zou, Calisto Zuzarte, Vincent Corvinelli, Mohammed Alhamid:
Pred-cache: a predictive caching method in database systems. CASCON 2020: 93-102
2010 – 2019
- 2019
- [j15]Guilherme Damasio, Spencer Bryson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
GALO: Guided Automated Learning for re-Optimization. Proc. VLDB Endow. 12(12): 1778-1781 (2019) - [j14]Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alexandar Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte:
Guided automated learning for query workload re-optimization. Proc. VLDB Endow. 12(12): 2010-2021 (2019) - [i3]Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alexandar Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte:
Guided Automated Learning for query workload re-Optimization. CoRR abs/1901.02049 (2019) - 2018
- [j13]Jan-Eike Michels, Keith W. Hare, Krishna G. Kulkarni, Calisto Zuzarte, Zhen Hua Liu, Beda Christoph Hammerschmidt, Fred Zemke:
The New and Improved SQL: 2016 Standard. SIGMOD Rec. 47(2): 51-60 (2018) - 2017
- [c50]Yu Huang, Fei Chiang, Albert Maier, Martin Petitclerc, Yannick Saillet, Damir Spisic, Calisto Zuzarte:
Quantifying duplication to improve data quality. CASCON 2017: 272-278 - 2016
- [j12]Chao Zhu, Qiang Zhu, Calisto Zuzarte, Wenbin Ma:
Optimization of generic progressive queries based on dependency analysis and materialized views. Inf. Syst. Frontiers 18(1): 205-231 (2016) - [c49]Guilherme Damasio, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
Query Performance Problem Determination with Knowledge Base in Semantic Web System OptImatch. EDBT 2016: 515-526 - [c48]Guilherme Damasio, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
OptImatch: Semantic web system for query problem determination. ICDE 2016: 1334-1337 - 2015
- [c47]Henry Liu, Mingbin Xu, Ziting Yu, Vincent Corvinelli, Calisto Zuzarte:
Cardinality estimation using neural networks. CASCON 2015: 53-59 - [i2]Priyank Gupta, Nick Koudas, Europa Shang, Ryan Johnson, Calisto Zuzarte:
Processing Analytical Workloads Incrementally. CoRR abs/1509.05066 (2015) - [i1]Guilherme Damasio, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
OptImatch: Semantic Web System with Knowledge Base for Query Performance Problem Determination. CoRR abs/1510.03302 (2015) - 2014
- [j11]Chao Zhu, Qiang Zhu, Calisto Zuzarte:
Optimization of Monotonic Linear Progressive Queries Based on Dynamic Materialized Views. Comput. J. 57(5): 708-730 (2014) - [c46]Petrus Chan, Aruna De Silva, Calisto Zuzarte:
Accelerating analytic queries in OLTP environment using DB2 shadow tables. CASCON 2014: 314-316 - [c45]Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Wenbin Ma, Weinan Qiu, Calisto Zuzarte:
Business-Intelligence Queries with Order Dependencies in DB2. EDBT 2014: 750-761 - 2013
- [j10]Chao Zhu, Qiang Zhu, Calisto Zuzarte, Wenbin Ma:
Developing a Dynamic Materialized View Index for Efficiently Discovering Usable Views for Progressive Queries. J. Inf. Process. Syst. 9(4): 511-537 (2013) - [j9]Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Calisto Zuzarte:
Expressiveness and Complexity of Order Dependencies. Proc. VLDB Endow. 6(14): 1858-1869 (2013) - [j8]Iman Elghandour, Ashraf Aboulnaga, Daniel C. Zilio, Calisto Zuzarte:
Recommending XML physical designs for XML databases. VLDB J. 22(4): 447-470 (2013) - [c44]Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Calisto Zuzarte:
Axiomatic System for Order Dependencies. AMW 2013 - 2012
- [c43]Chao Zhu, Qiang Zhu, Calisto Zuzarte, Wenbin Ma:
DMVI: a dynamic materialized view index for efficiently discovering usable views for progressive queries. CASCON 2012: 42-56 - [c42]Zahid Abul-Basher, Yi Feng, Parke Godfrey, Xiaohui Yu, Mokhtar Kandil, Daniel C. Zilio, Calisto Zuzarte:
Alternative Query Optimization for Workload Management. DEXA (2) 2012: 424-431 - [c41]Dominic Letarte, François Gauthier, Ettore Merlo, Nattavut Sutyanyong, Calisto Zuzarte:
Targeted genetic test SQL generation for the DB2 database. DBTest 2012: 5 - 2011
- [c40]Chao Zhu, Qiang Zhu, Calisto Zuzarte, Wenbin Ma:
A materialized-view based technique to optimize progressive queries via dependency analysis. CASCON 2011: 60-73 - [c39]Angela Yang, Calisto Zuzarte:
DB2 performance measurement and tuning hands on exercises. CASCON 2011: 330-331 - [c38]Jaroslaw Szlichta, Parke Godfrey, Jarek Gryz, Wenbin Ma, Przemyslaw Pawluk, Calisto Zuzarte:
Queries on dates: fast yet not blind. EDBT 2011: 497-502 - 2010
- [j7]Jarek Gryz, Qiong Wang, Xiaoyan Qian, Calisto Zuzarte:
Queries with CASE expressions. J. Intell. Inf. Syst. 34(3): 345-366 (2010) - [j6]Xiaoying Wu, Dimitri Theodoratos, Calisto Zuzarte:
Efficient evaluation of generalized tree-pattern queries on XML streams. VLDB J. 19(5): 661-686 (2010) - [c37]Chao Zhu, Qiang Zhu, Calisto Zuzarte:
Efficient processing of monotonic linear progressive queries via dynamic materialized views. CASCON 2010: 224-237 - [c36]Marina Barsky, Alex Thomo, Zoltan Toth, Calisto Zuzarte:
Online update of b-trees. CIKM 2010: 149-158 - [c35]Joan Guisado-Gámez, Antoni Wolski, Calisto Zuzarte, Josep Lluís Larriba-Pey, Victor Muntés-Mulero:
Hybrid In-Memory and On-Disk Tables for Speeding-Up Table Accesses. DEXA (1) 2010: 231-240
2000 – 2009
- 2009
- [j5]Amr El-Helw, Ihab F. Ilyas, Calisto Zuzarte:
StatAdvisor: Recommending Statistical Views. Proc. VLDB Endow. 2(2): 1306-1317 (2009) - [c34]Parke Godfrey, Jarek Gryz, Andrzej Hoppe, Wenbin Ma, Calisto Zuzarte:
Query Rewrites with Views for XML in DB2. ICDE 2009: 1339-1350 - [c33]Iman Elghandour, Ashraf Aboulnaga, Daniel C. Zilio, Calisto Zuzarte:
Recommending XMLTable Views for XQuery Workloads. XSym 2009: 129-144 - 2008
- [c32]Guangjun Xie, Qi Cheng, Jarek Gryz, Calisto Zuzarte:
Some rewrite optimizations of DB2 XQuery navigation. CIKM 2008: 531-540 - [c31]Iman Elghandour, Ashraf Aboulnaga, Daniel C. Zilio, Fei Chiang, Andrey Balmin, Kevin S. Beyer, Calisto Zuzarte:
XML Index Recommendation with Tight Optimizer Coupling. ICDE 2008: 833-842 - [c30]Jarek Gryz, Qiong Wang, Xiaoyan Qian, Calisto Zuzarte:
SQL Queries with CASE Expressions. ISMIS 2008: 351-360 - [c29]Chaitanya Mishra, Nick Koudas, Calisto Zuzarte:
Generating targeted queries for database testing. SIGMOD Conference 2008: 499-510 - [c28]Iman Elghandour, Ashraf Aboulnaga, Daniel C. Zilio, Fei Chiang, Andrey Balmin, Kevin S. Beyer, Calisto Zuzarte:
An xml index advisor for DB2. SIGMOD Conference 2008: 1267-1270 - 2007
- [j4]Wen-Syan Li, Daniel C. Zilio, Vishal S. Batra, Calisto Zuzarte, Inderpal Narang:
Load balancing and data placement for multi-tiered database systems. Data Knowl. Eng. 62(3): 523-546 (2007) - [j3]Josep Aguilar-Saborit, Victor Muntés-Mulero, Calisto Zuzarte, Josep Lluís Larriba-Pey:
Star join revisited: Performance internals for cluster architectures. Data Knowl. Eng. 63(3): 997-1015 (2007) - [c27]Kristine Towne, Qiang Zhu, Calisto Zuzarte, Wen-Chi Hou:
Window query processing for joining data streams with relations. CASCON 2007: 188-202 - [c26]Wugang Xu, Dimitri Theodoratos, Calisto Zuzarte, Xiaoying Wu, Vincent Oria:
A Dynamic View Materialization Scheme for Sequences of Query and Update Statements. DaWaK 2007: 55-65 - [c25]Adrian M. Teisanu, Sam Lightstone, Mariano P. Consens, Daniel C. Zilio, Mokhtar Kandil, Calisto Zuzarte:
Problem definition for effective workload management. ICDE Workshops 2007: 492-497 - [c24]Amr El-Helw, Ihab F. Ilyas, Wing Lau, Volker Markl, Calisto Zuzarte:
Collecting and Maintaining Just-in-Time Statistics. ICDE 2007: 516-525 - 2006
- [c23]Victor Muntés-Mulero, Josep Aguilar-Saborit, Calisto Zuzarte, Volker Markl, Josep Lluís Larriba-Pey:
Analyzing the Genetic Operations of an Evolutionary Query Optimizer. BNCOD 2006: 240-244 - [c22]Wugang Xu, Calisto Zuzarte, Dimitri Theodoratos, Wenbin Ma:
Preprocessing for Fast Refreshing Materialized Views in DB2. DaWaK 2006: 55-64 - [c21]Victor Muntés-Mulero, Marta Pérez-Casany, Josep Aguilar-Saborit, Calisto Zuzarte, Josep Lluís Larriba-Pey:
Parameterizing a Genetic Optimizer. DEXA 2006: 707-717 - [c20]Wugang Xu, Dimitri Theodoratos, Calisto Zuzarte:
Computing closest common subexpressions for view selection problems. DOLAP 2006: 75-82 - [c19]Xiaohui Yu, Nick Koudas, Calisto Zuzarte:
HASE: A Hybrid Approach to Selectivity Estimation for Conjunctive Predicates. EDBT 2006: 460-477 - [c18]Victor Muntés-Mulero, Josep Aguilar-Saborit, Calisto Zuzarte, Josep Lluís Larriba-Pey:
CGO: A Sound Genetic Optimizer for Cyclic Query Graphs. International Conference on Computational Science (1) 2006: 156-163 - [c17]Wen-Syan Li, Daniel C. Zilio, Vishal S. Batra, Mahadevan Subramanian, Calisto Zuzarte, Inderpal Narang:
Load Balancing for Multi-tiered Database Systems through Autonomic Placement of Materialized Views. ICDE 2006: 102 - [c16]Victor Muntés-Mulero, Josep Lluís Larriba-Pey, Josep Aguilar-Saborit, Calisto Zuzarte, Volker Markl:
An inside analysis of a genetic-programming based optimizer. IDEAS 2006: 249-255 - [c15]Victor Muntés-Mulero, Josep Aguilar-Saborit, Calisto Zuzarte, Josep Lluís Larriba-Pey:
Intensive Crossovers: Improving Convergence and Quality in a Genetic Query Optimizer. JISBD 2006: 131-140 - [c14]Josep Aguilar-Saborit, Victor Muntés-Mulero, Calisto Zuzarte, Adriana Zubiri, Josep Lluís Larriba-Pey:
Dynamic out of Core Join Processing in Symmetric Multiprocessors. PDP 2006: 28-35 - [c13]Calisto Zuzarte, Xiaohui Yu:
Fast approximate computation of statistics on views. SIGMOD Conference 2006: 724 - 2005
- [j2]Qiang Zhu, Yingying Tao, Calisto Zuzarte:
Optimizing complex queries based on similarities of subqueries. Knowl. Inf. Syst. 8(3): 350-373 (2005) - [j1]Leopoldo E. Bertossi, Jan Chomicki, Parke Godfrey, Phokion G. Kolaitis, Alex Thomo, Calisto Zuzarte:
Exchange, integration, and consistency of data: report on the ARISE/NISR workshop. SIGMOD Rec. 34(3): 87-90 (2005) - [c12]Xiaohui Yu, Calisto Zuzarte, Kenneth C. Sevcik:
Towards estimating the number of distinct value combinations for a set of attributes. CIKM 2005: 656-663 - [c11]Josep Aguilar-Saborit, Victor Muntés-Mulero, Calisto Zuzarte, Josep Lluís Larriba-Pey:
Ad Hoc Star Join Query Processing in Cluster Architectures. DaWaK 2005: 200-209 - 2004
- [c10]Daniel C. Zilio, Calisto Zuzarte, Sam Lightstone, Wenbin Ma, Guy M. Lohman, Roberta Cochrane, Hamid Pirahesh, Latha S. Colby, Jarek Gryz, Eric Alton, Dongming Liang, Gary Valentin:
Recommending Materialized Views and Indexes with IBM DB2 Design Advisor. ICAC 2004: 180-188 - [c9]R. Bonilla-Lucas, Peter Plachta, Aamer Sachedina, Daniel Jiménez-González, Calisto Zuzarte, Josep Lluís Larriba-Pey:
Characterization of the data access behavior for TPC-C traces. ISPASS 2004: 115-122 - [c8]Jun Rao, Hamid Pirahesh, Calisto Zuzarte:
Canonical Abstraction for Outerjoin Optimization. SIGMOD Conference 2004: 671-682 - [c7]Jarek Gryz, Junjie Guo, Linqi Liu, Calisto Zuzarte:
Query Sampling in DB2 Universal Database. SIGMOD Conference 2004: 839-843 - 2003
- [c6]Yingying Tao, Qiang Zhu, Calisto Zuzarte, Wing Lau:
Optimizing large star-schema queries with snowflakes via heuristic-based query rewriting. CASCON 2003: 279-293 - [c5]Yingying Tao, Qiang Zhu, Calisto Zuzarte:
Exploiting Similarity of Subqueries for Complex Query Optimization. DEXA 2003: 747-759 - [c4]Calisto Zuzarte, Hamid Pirahesh, Wenbin Ma, Qi Cheng, Linqi Liu, Kwai Wong:
WinMagic : Subquery Elimination Using Window Aggregation. SIGMOD Conference 2003: 652-656 - 2002
- [c3]Yingying Tao, Qiang Zhu, Calisto Zuzarte:
Exploiting common subqueries for complex query optimization. CASCON 2002: 12 - 2001
- [c2]Jarek Gryz, K. Bernhard Schiefer, Jian Zheng, Calisto Zuzarte:
Discovery and Application of Check Constraints in DB2. ICDE 2001: 551-556 - [c1]Parke Godfrey, Jarek Gryz, Calisto Zuzarte:
Exploiting Constraint-Like Data Characterizations in Query Optimization. SIGMOD Conference 2001: 582-592
Coauthor Index
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