Yongluan Zhou

Search results

• 2025

  Online Marketplace: A Benchmark for Data Management in Microservices

  Nunes Laigner, R., Zhang, Z., Liu, Y., Gomes, L. F. & Zhou, Y., 2025, (Accepted/In press) In: Proceedings of the ACM on Management of Data.

  Research output: Contribution to journal › Conference article › Research › peer-review

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• 2024

  A study on Asynchronous Vote-based Blockchains

  Xu, Y., Shao, J., Slaats, T., Duedder, B. & Zhou, Y., 2024, arXiv.org, 22 p.

  Research output: Working paper › Preprint › Research

  Open Access

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  4 Downloads (Pure)

• A Two-Layer Blockchain Sharding Protocol Leveraging Safety and Liveness for Enhanced Performance

  Xu, Y., Zheng, J., Duedder, B., Slaats, T. & Zhou, Y., 2024, Network and Distributed System Security (NDSS) Symposium 2024. NDSS, 20 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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• Benchmarking Data Management Systems for Microservices

  Nunes Laigner, R. & Zhou, Y., 2024, 2024 IEEE 40th International Conference on Data Engineering (ICDE). IEEE, p. 5671-5672 2 p. (Proceedings - International Conference on Data Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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• CLIP-Branches: Interactive Fine-Tuning for Text-Image Retrieval

  Lülf, C., Lima Martins, D. M., Vaz Salles, M. A., Zhou, Y. & Gieseke, F., 2024, SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc., p. 2719-2723 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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• Progressive Reconstruction on Region-Based Secret Image Sharing

  Liu, Y., Sun, Q., Yang, Z., Zhou, Y., Zhao, W. & Shi, D., 2024, In: Electronics (Switzerland). 13, 8, 10 p., 1529.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

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• Rethinking State Management in Actor Systems for Cloud-Native Applications

  Liu, Y., Laigner, R. & Zhou, Y., 20 Nov 2024, In: SoCC '24: Proceedings of the 2024 ACM Symposium on Cloud Computing. p. 898–914 17 p.

  Research output: Contribution to journal › Conference article › Research › peer-review
• 2023

  An exploratory analysis of methods for real-time data deduplication in streaming processes

  Esteves, J., Costa, R., Zhou, Y. & Brito De Almeida, A. C., 27 Jun 2023, DEBS '23: Proceedings of the 17th ACM International Conference on Distributed and Event-Based Systems. Association for Computing Machinery, p. 91–102

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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• Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests

  Lülf, C., Mayr Lima Martins, D., Vaz Salles, M. A., Zhou, Y. & Gieseke, F. C., 2023, In: Proceedings of the VLDB Endowment. 16, 13, p. 2845–2857

  Research output: Contribution to journal › Conference article › Research › peer-review

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• RapidEarth: A Search-by-Classification Engine for Large-Scale Geospatial Imagery

  Lülf, C., Martins, D. M. L., Salles, M. A. V., Zhou, Y. & Gieseke, F., 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, Inc., p. 1-4 58. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  2 Citations (Scopus)

  39 Downloads (Pure)
• 2022

  Event-based data-centric semantics for consistent data management in microservices

  Zuckmantel, T., Duedder, B., Zhou, Y. & Hildebrandt, T. T., 2022, DEBS '22: Proceedings of the 16th ACM International Conference on Distributed and Event-Based Systems. Association for Computing Machinery, p. 97-102

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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• Hybrid Deterministic and Nondeterministic Execution of Transactions in Actor Systems

  Liu, Y., Su, L., Shah, V., Zhou, Y. & Vaz Salles, M. A., 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, Inc., p. 65-78

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  4 Citations (Scopus)

  25 Downloads (Pure)
• 2021

  A Distributed Database System for Event-based Microservices

  Nunes Laigner, R., Zhou, Y. & Vaz Salles, M. A., 28 Jun 2021, ACM International Conference on Distributed and Event‐based Systems (DEBS). 2021 ed. Association for Computing Machinery, p. 25–30

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  3 Citations (Scopus)

  446 Downloads (Pure)

• Data Management in Microservices: State of the Practice, Challenges, and Research Directions

  Nunes Laigner, R., Zhou, Y., Vaz Salles, M. A., Liu, Y. & Kalinowski, M., 2021, In: Proceedings of the VLDB Endowment. 14, 13, p. 3348–3361

  Research output: Contribution to journal › Conference article › Research › peer-review

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  25 Citations (Scopus)

  368 Downloads (Pure)

• Enforcing Consistency in Microservice Architectures through Event-based Constraints

  Lesniak, A., Nunes Laigner, R. & Zhou, Y., 28 Jun 2021, ACM International Conference on Distributed and Event‐based Systems (DEBS). 2021 ed. Minal, Italy: Association for Computing Machinery, p. 180–183

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  3 Citations (Scopus)

  398 Downloads (Pure)

• Fast Recovery of Correlated Failures in Distributed Stream Processing Engines

  Su, L. & Zhou, Y., 2021, Proceedings of the 15th ACM International Conference on Distributed and Event-based Systems, DEBS 2021 . Association for Computing Machinery, p. 66-77

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  3 Citations (Scopus)

  147 Downloads (Pure)

• HawkEDA: A Tool for Quantifying Data Integrity Violations in Event-driven Microservices

  Das, P., Nunes Laigner, R. & Zhou, Y., 28 Jun 2021, ACM International Conference on Distributed and Event‐based Systems (DEBS). 2021 ed. Association for Computing Machinery, p. 176–179

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

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  3 Citations (Scopus)

  321 Downloads (Pure)

• Holding a Conference Online and Live due to Covid-19: Experiences and Lessons Learned from EDBT / ICDT 2020

  Bonifati, A., Guerrini, G., Lutz, C., Martens, W., Mazilu, L., Paton, N. W., Vaz Salles, M. A., Scholl, M. H. & Zhou, Y., 2021, In: S I G M O D Record. 49, 4, p. 28-32

  Research output: Contribution to journal › Journal article › Research › peer-review

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  9 Citations (Scopus)

  15 Downloads (Pure)
• 2020

  Advances in Database Technology - EDBT 2020, 23rd International Conference on Extending Database Technology, Copenhagen, Denmark, March 30 - April 02, Proceedings

  Bonifati, A. (ed.), Zhou, Y. (ed.), Vaz Salles, M. A. (ed.), Boehm, A. (ed.), Olteanu, D. (ed.), Fletcher, G. (ed.), Khan, A. (ed.) & Yang, B. (ed.), 2020, OpenProceedings. 663 p.

  Research output: Book/Report › Book › Research › peer-review

  Open Access

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• ByteSeries: An In-Memory Time Series Database for Large-Scale Monitoring Systems

  Shi, X., Feng, Z., Li, K., Zhou, Y., Jin, H., Jiang, Y., He, B., Ling, Z. & Li, X., 2020, SoCC '20: Proceedings of the 11th ACM Symposium on Cloud Computing. Association for Computing Machinery, p. 60-73

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  12 Citations (Scopus)

  1253 Downloads (Pure)

• From a Monolithic Big Data System to a Microservices Event-Driven Architecture

  Nunes Laigner, R., Kalinowski, M., Diniz, P., Barros, L., Cassino, C., Lemos, M., Arruda, D., Lifschitz, S. & Zhou, Y., 2020, Proceedings of 46th Euromicro Conference on Software Engineering and Advanced Applications. IEEE, p. 213-220 9226286

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  30 Citations (Scopus)

  336 Downloads (Pure)

• LsRec: Large-scale social recommendation with online update

  Zhou, W., Zhou, Y., Li, J. & Memon, M. H., 2020, In: Expert Systems with Applications. 162, 113739.

  Research output: Contribution to journal › Journal article › Research › peer-review
  9 Citations (Scopus)

• Maxson: Reduce duplicate parsing overhead on raw data

  Shi, X., Zhang, Y., Huang, H., Hu, Z., Jin, H., Shen, H., Zhou, Y., He, B., Li, R. & Zhou, K., Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. IEEE, p. 1621-1632 9101499

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  3 Citations (Scopus)

  14 Downloads (Pure)
• 2019

  Bayesian pairwise learning to rank via one-class collaborative filtering

  Zhou, W., Li, J., Zhou, Y. & Memon, M. H., 2019, In: Neurocomputing. 367, p. 176-187

  Research output: Contribution to journal › Journal article › Research › peer-review
  14 Citations (Scopus)

• Deca: a Garbage Collection Optimizer for In-memory Data Processing

  Shi, X., Ke, Z., Zhou, Y., Jin, H., Lu, L., Zhang, X., He, L., Hu, Z. & Wang, F., 2019, In: A C M Transactions on Computer Systems. 36, 1, 47 p., 3.

  Research output: Contribution to journal › Journal article › Research › peer-review

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  12 Citations (Scopus)

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• Location-Centric View Selection in a Location-Based Feed-Following System

  Chen, K. & Zhou, Y., 2019, Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, DEBS 2019, Darmstadt, Germany, June 24-28, 2019.. Association for Computing Machinery, p. 67-78

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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• Modeling and Building IoT Data Platforms with Actor-Oriented Databases

  Wang, Y., Dos Reis, J. C., Borggren, K. M., Vaz Salles, M. A., Medeiros, C. B. & Zhou, Y., 2019, Advances in Database Technology - EDBT 2019: 22nd International Conference on Extending Database Technology, Lisbon, Portugal, March 26-29, Proceedings . Kaoudi, Z., Galhardas, H., Fundulaki, I., Reinwald, B., Herschel, M. & Binnig, C. (eds.). OpenProceedings.org, p. 512-523

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  6 Citations (Scopus)

  357 Downloads (Pure)

• Passive and partially active fault tolerance for massively parallel stream processing engines

  Su, L. & Zhou, Y., 2019, In: IEEE Transactions on Knowledge and Data Engineering. 31, 1, p. 32-45

  Research output: Contribution to journal › Journal article › Research › peer-review

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  12 Citations (Scopus)

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• Towards Low-Latency Batched Stream Processing by Pre-Scheduling

  Jin, H., Chen, F., Wu, S., Yao, Y., Liu, Z., Gu, L. & Zhou, Y., 2019, In: IEEE Transactions on Parallel and Distributed Systems. 30, 3, p. 710-722 8444732.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

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  12 Citations (Scopus)

  173 Downloads (Pure)
• 2018

  Graph Processing on GPUs: A Survey

  Shi, X., Zheng, Z., Zhou, Y., Jin, H., He, L., Liu, B. & Hua, Q-S., Jan 2018, In: A C M Computing Surveys. 50, 6, 35 p., 81.

  Research output: Contribution to journal › Review › Research › peer-review

  Open Access

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  101 Citations (Scopus)

  640 Downloads (Pure)

• Query-centric failure recovery for distributed stream processing engines

  Su, L. & Zhou, Y., 24 Oct 2018, In: Proceedings - International Conference on Data Engineering. 2018, p. 1280-1283 4 p.

  Research output: Contribution to journal › Conference article › Research › peer-review

• Stateful load balancing for parallel stream processing

  Guo, Q. & Zhou, Y., 1 Jan 2018, Euro-Par 2017: Parallel Processing Workshops. Heras, D. B., Bougé, L., Mencagli, G., Jeannot, E., Sakellariou, R., Badia, R. M., Barbosa, J. G., Ricci, L., Scott, S. L., Lankes, S. & Weidendorfer, J. (eds.). Springer, p. 80-93 14 p. (Lecture notes in computer science, Vol. 10659).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  1 Citation (Scopus)
• 2017

  CBP: a new parallelization paradigm for massively distributed stream processing

  Guo, Q. & Zhou, Y., 2017, Database Systems for Advanced Applications: 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part II. Candan, S., Chen, L., Pedersen, T. B., Chang, L. & Hua, W. (eds.). Springer, Vol. Part II. p. 304-320 17 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  1 Citation (Scopus)

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• Integrative dynamic reconfiguration in a parallel stream processing engine

  Madsen, K. G. S., Zhou, Y. & Cao, J., 2017, Proceedings of the 33rd IEEE International Conference on Data Engineering (ICDE). IEEE Press, p. 227-230 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  22 Citations (Scopus)

  169 Downloads (Pure)

• Lever: towards low-latency batched stream processing by pre-scheduling

  Chen, F., Wu, S., Jin, H., Yao, Y., Liu, Z., Gu, L. & Zhou, Y., 2017, Proceedings of the 2017 Symposium on Cloud Computing. Association for Computing Machinery, p. 643-643 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research › peer-review

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• Parallel SPARQL query optimization

  Wu, B., Zhou, Y., Jin, H. & Deshpande, A., 2017, Proceedings of the 33rd IEEE International Conference on Data Engineering (ICDE). IEEE Press, p. 547-558 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  7 Citations (Scopus)

  196 Downloads (Pure)

• Progressive recovery of correlated failures in distributed stream processing engines

  Su, L. & Zhou, Y., 2017, Advances in Database Technology: Proceedings of the 20th International Conference on Extending Database Technology. Markl, V., Orlando, S., Mitschang, B., Andritsos, P., Sattler, K-U. & Breß, S. (eds.). OpenProceedings.org, p. 518-521 4 p. (Advances in Database Technology, Vol. 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  3 Citations (Scopus)

  20 Downloads (Pure)
• 2016

  Enorm: efficient window-based computation in large-scale distributed stream processing systems

  Madsen, K. G. S., Zhou, Y. & Su, L., 2016, Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems. New York, NY, USA: Association for Computing Machinery, p. 37-48 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  9 Citations (Scopus)

• Lifetime-based memory management for distributed data processing systems

  Lu, L., Shi, X., Zhou, Y., Zhang, X., Jin, H., Pei, C., He, L. & Geng, Y., 1 Aug 2016, Proceedings of the 42nd International Conference on Very Large Data Bases, New Delhi, India. Chaudhuri, S. & Haritsa, J. (eds.). VLDB Endowment, p. 936-947 12 p. (Proceedings of the VLDB Endowment; No. 12, Vol. 9).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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  34 Citations (Scopus)

  38 Downloads (Pure)

• Materialized view selection in feed following systems

  Chen, K. & Zhou, Y., 2016, Proceedings of the 2016 IEEE International Conference on Big Data. IEEE Press, p. 442-451 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  1 Citation (Scopus)

• Tolerating correlated failures in Massively Parallel Stream Processing Engines

  Su, L. & Zhou, Y., 1 May 2016, 2016 IEEE 32nd International Conference on Data Engineering (ICDE). IEEE Press, p. 517-528 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  24 Citations (Scopus)
• 2015

  Adaptive grid-based k-median clustering of streaming data with accuracy guarantee

  Cao, J., Zhou, Y. & Wu, M., 2015, Database Systems for Advanced Applications: 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part I. Renz, M., Shahabi, C., Zhou, X. & Cheema, M. A. (eds.). Springer, Vol. Part I. p. 75-91 17 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  3 Citations (Scopus)

• Dissemination of anonymized streaming data

  Zhou, Y., Shou, L., Shang, X. & Chen, K., 2015, Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems. Association for Computing Machinery, p. 104-115

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  2 Citations (Scopus)

• Distributed sequence pattern detection over multiple data streams

  Leghari, A. K., Cao, J. & Zhou, Y., 2015, Advances in Databases and Information Systems: 19th East European Conference, ADBIS 2015, Poitiers, France, September 8-11, 2015, Proceedings. Tadeusz, M., Valduriez, P. & Bellatreche, L. (eds.). Springer, p. 380-394 15 p. (Lecture notes in computer science, Vol. 9282).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  1 Citation (Scopus)

• Dynamic resource management in a MapReduce-style platform for fast data processing

  Madsen, K. G. S. & Zhou, Y., Apr 2015, Proceedings of the 31st IEEE International Conference on Data Engineering Workshops. IEEE, p. 10-13 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  1 Citation (Scopus)

• Dynamic resource management in a massively parallel stream processing engine

  Madsen, K. G. S. & Zhou, Y., 2015, Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 13-22 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  16 Citations (Scopus)

• Efficient pattern detection over a distributed framework

  Leghari, A. K., Wolf, M. & Zhou, Y., 2015, Enabling Real-Time Business Intelligence: International Workshops, BIRTE 2013, Riva del Garda, Italy, August 26, 2013, and BIRTE 2014, Hangzhou, China, September 1, 2014, Revised Selected Papers. Castellanos, M., Dayal, U., Pedersen, T. B. & Tatbul, N. (eds.). Springer, p. 133-149 17 p. (Lecture Notes in Business Information Processing, Vol. 206).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
  3 Citations (Scopus)

• Elastic execution of continuous mapreduce jobs over data streams

  Zhou, Y. & Madsen, K. G. S., 27 Aug 2015, Patent No. WO2013EP65895, 27 Aug 2015, Priority date 29 Jul 2013, Priority No. US201314419354

  Research output: Patent

• Feedback based continuous skyline queries over a distributed framework

  Leghari, A. K., Cao, J. & Zhou, Y., 2015, Advances in Databases and Information Systems: 19th East European Conference, ADBIS 2015, Poitiers, France, September 8-11, 2015, Proceedings. Tadeusz, M., Valduriez, P. & Bellatreche, L. (eds.). Springer, p. 287-301 15 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• Online data partitioning in distributed database systems

  Chen, K., Zhou, Y. & Cao, Y., 2015, Advances in Database Technology — EDBT 2015: Proceedings of the 18th International Conference on Extending Database Technology, Brussels, Belgium, March 23-27, 2015. Alonso, G., Geerts, F., Popa, L., Barceló, P., Teubner, J., Ugarte, M., van den Bussche, J. & Paredaens, J. (eds.). OpenProceedings.org, p. 1-12 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access
  14 Citations (Scopus)