Yongluan Zhou

Yongluan Zhou

Ph.D.

 https://orcid.org/0000-0002-7578-8117
20032019

Research activity per year

Search results

  • 2019

    Bayesian pairwise learning to rank via one-class collaborative filtering

    Zhou, W., Li, J., Zhou, Y. & Memon, M. H., 20 Nov 2019, In: Neurocomputing. 367, p. 176-187

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

    6 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., Mar 2019, In: A C M Transactions on Computer Systems. 36, 1, 47 p., 3.

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

    3 Citations (Scopus)
    218 Downloads (Pure)

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

    Chen, K. & Zhou, Y., 24 Jun 2019, Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, DEBS 2019, Darmstadt, Germany, June 24-28, 2019.. p. 67-78 12 p.

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

  • 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, Proceedings of the International Conference on Extending Database Technology (EDBT). Kaoudi, Z., Galhardas, H., Fundulaki, I., Reinwald, B., Herschel, M. & Binnig, C. (eds.). OpenProceedings.org, p. 512-523 12 p. (Advances in Database Technology - EDBT, Vol. 2019-March).

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

    1 Citation (Scopus)

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

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

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

    4 Citations (Scopus)
    159 Downloads (Pure)

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

    Jin, H., Chen, F., Wu, S., Yao, Y., Liu, Z., Gu, L. & Zhou, Y., 1 Mar 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

    3 Citations (Scopus)
    5 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 › peer-review

    45 Citations (Scopus)
    183 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

  • 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

    39 Downloads (Pure)

  • Integrative dynamic reconfiguration in a parallel stream processing engine

    Madsen, K. G. S., Zhou, Y. & Cao, J., 16 May 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

    12 Citations (Scopus)
    90 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

    52 Downloads (Pure)

  • Parallel SPARQL query optimization

    Wu, B., Zhou, Y., Jin, H. & Deshpande, A., 16 May 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

    3 Citations (Scopus)
    64 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

    3 Citations (Scopus)
  • 2016

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

    Madsen, K. G. S., Zhou, Y. & Su, L., 13 Jun 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

    5 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

    25 Citations (Scopus)
    17 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., 22 Jun 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

    15 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., 24 Jun 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

    1 Citation (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., 19 Jun 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., 17 Oct 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

    13 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. (Inventor) & Madsen, K. G. S. (Inventor), 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

    10 Citations (Scopus)

  • PROM: efficient matching query processing on high-dimensional data

    Ma, C., Zhou, Y., Shou, L. & Chen, G., 20 Nov 2015, In: Information Sciences. 322, p. 1-19 19 p.

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

    1 Citation (Scopus)

  • Scalable SPARQL querying using path partitioning

    Wu, B., Zhou, Y., Yuan, P., Liu, L. & Jin, H., 26 May 2015, 2015 IEEE 31st International Conference on Data Engineering (ICDE). IEEE, p. 795-806 12 p.

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

    32 Citations (Scopus)
  • 2014

    Efficient skyline computation in MapReduce

    Mullesgaard, K., Pederseny, J. L., Lu, H. & Zhou, Y., 2014, Proceedings of the 17th International Conference on Extending Database Technology (EDBT), Athens, Greece, March 24-28, 2014. OpenProceedings, p. 37-48 12 p.

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

    52 Citations (Scopus)

  • Integrating fault-tolerance and elasticity in a distributed data stream processing system

    Madsen, K. G. S., Thyssen, P. P. & Zhou, Y., 2014, Proceedings of the 26th International Conference on Scientific and Statistical Database Management. Association for Computing Machinery, 4 p. 48

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

    8 Citations (Scopus)

  • Scheduling online repartitioning in OLTP systems

    Chen, K., Zhou, Y. & Cao, Y., 8 Dec 2014, Middeware’14 Industry Short Papers: proceedings of the Industry Track of the 15th ACM/IFIP/USENIX International Conference on Middleware. Association for Computing Machinery, 6 p. 4

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

    1 Citation (Scopus)

  • SemStore: a semantic-preserving distributed RDF triple store

    Wu, B., Zhou, Y., Yuan, P., Jin, H. & Liu, L., 3 Nov 2014, Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management. Association for Computing Machinery, p. 509-518 10 p.

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

    28 Citations (Scopus)

  • Sequence pattern matching over event data with temporal uncertainty

    Zhou, Y., Ma, C., Guo, Q., Shou, L. & Chen, G., 2014, Proceedings of the 17th International Conference on Extending Database Technology (EDBT), Athens, Greece, March 24-28, 2014.. Amer-Yahia, S., Christophides, V., Kementsietsidis, A., Garofalakis, M., Idreos, S. & Leroy, V. (eds.). OpenProceedings.org, p. 205-216 12 p.

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

    5 Citations (Scopus)
  • 2013

    Demo: elastic mapreduce-style processing of fast data

    Madsen, K. G. S. & Zhou, Y., 2013, DEBS’13: Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems Arlington, TX, USA — June 29 - July 03, 2013. Association for Computing Machinery, p. 335-336 2 p.

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

    3 Citations (Scopus)

  • Efficient and scalable continuous skyline monitoring in two-tier streaming settings

    Lu, H., Zhou, Y. & Haustad, J., Mar 2013, In: Information Systems. 38, 1, p. 68-81 14 p.

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

    15 Citations (Scopus)

  • Grand challenge: MapReduce-style processing of fast sensor data

    Madsen, K. G. S., Su, L. & Zhou, Y., 2013, DEBS’13: Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems. Association for Computing Machinery, p. 313-318 6 p.

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

    7 Citations (Scopus)

  • Multi-query scheduling for time-critical data stream applications

    Zhou, Y., Wu, J. & Leghari, A. K., Jul 2013, Proceedings of the 25th International Conference on Scientific and Statistical Database Management. Association for Computing Machinery, 12 p.

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

    2 Citations (Scopus)

  • Multi-scale dissemination of time series data

    Guo, Q., Zhou, Y. & Su, L., Jul 2013, Proceedings of the 25th International Conference on Scientific and Statistical Database Management. Szalay, A., Budavari, T., Balazinska, M., Meliou, A. & Sacan, A. (eds.). Association for Computing Machinery, 12 p. 14

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

    132 Downloads (Pure)
  • 2012

    Energy efficiency for MapReduce workloads: an in-depth study

    Feng, B., Lu, J., Zhou, Y. & Yang, N., Jan 2012, Proceedings of the Twenty-Third Australasian Database Conference. Zhang, R. & Zhang, Y. (eds.). Australian Computer Society, p. 61-70 10 p. (Conferences in Research and Practice in Information Technology, Vol. 124).

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

    15 Citations (Scopus)

  • On optimizing relational self-joins

    Cao, Y., Zhou, Y., Chan, C. Y. & Tan, K.-L., 2012, Proceedings of the 15th International Conference on Extending Database Technology. New York: Association for Computing Machinery, p. 120-131 12 p.

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

    1 Citation (Scopus)
  • 2011

    Dissemination of models over time-varying data

    Zhou, Y., Vagena, Z. & Haustad, J., 2011, Proceedings of the 37th International Conference on Very Large Data Bases, Seattle, WA. Jagadish, H. V., Blakeley, J., Hellerstein, J. M., Koudas, N., Lehner, W., Sarawagi, S. & Röhm, U. (eds.). VLDB Endowment, p. 864-875 (Proceedings of the VLDB Endowment; No. 11, Vol. 4).

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

  • Matching query processing in high-dimensional space

    Ma, C., Zhou, Y., Shou, L., Dai, D. & Chen, G., 2011, Proceedings of the 20th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1589-1594 6 p.

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

    1 Citation (Scopus)
  • 2010

    Attribute outlier detection over data streams

    Cao, H., Zhou, Y., Shou, L. & Chen, G., 2010, Database Systems for Advanced Applications: 15th International Conference, DASFAA 2010, Tsukuba, Japan, April 1-4, 2010, Proceedings, Part II. Kitagawa, H., Ishikawa, Y., Li, Q. & Watanabe, C. (eds.). Springer, p. 216-230 15 p. (Lecture notes in computer science, Vol. 5982).

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

    6 Citations (Scopus)

  • Continuous skyline monitoring over distributed data streams

    Lu, H., Zhou, Y. & Haustad, J., 2010, Scientific and Statistical Database Management: 22nd International Conference, SSDBM 2010, Heidelberg, Germany, June 30–July 2, 2010. Proceedings. Gertz, M. & Ludäscher, B. (eds.). Springer, p. 565-583 19 p. (Lecture notes in computer science, Vol. 6187).

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

    7 Citations (Scopus)
  • 2009

    Cluster-based rank query over multidimensional data streams

    He, D., Zhou, Y., Shou, L. & Chen, G., 2009, Proceedings of the 18th ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1493-1496 4 p.

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

    1 Citation (Scopus)

  • Data-driven memory management for stream join

    Wu, J., Tan, K.-L. & Zhou, Y., 1 Jun 2009, In: Information Systems. 34, 4-5, p. 454-467 14 p.

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

    3 Citations (Scopus)

  • Environmental monitoring 2.0

    Michel, S., Salehi, A., Luo, L., Dawes, N., Aberer, K., Barrenetxea, G., Bavay, M., Kansal, A., Kumar, K. A., Nath, S., Parlange, M., Tansley, S., van Ingen, C., Zhao, F. & Zhou, Y., 2009, IEEE 25th International Conference on Data Engineering, 2009. IEEE, p. 1507-1510 4 p.

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

    17 Citations (Scopus)

  • QoS-oriented multi-query scheduling over data streams

    Wu, J., Tan, K.-L. & Zhou, Y., 2009, Database Systems for Advanced Applications: 14th International Conference, DASFAA 2009, Brisbane, Australia, April 21-23, 2009. Proceedings. Zhou, X., Yokota, H., Deng, K. & Liu, Q. (eds.). Springer Science+Business Media, p. 215-229 15 p. (Lecture notes in computer science, Vol. 5463).

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

    9 Citations (Scopus)

  • Query allocation in wireless sensor networks with multiple base stations

    Xiang, S., Zhou, Y., Lim, H. B. & Tan, K.-L., 2009, Database Systems for Advanced Applications: 14th International Conference, DASFAA 2009, Brisbane, Australia, April 21-23, 2009. Proceedings. Zhou, X., Yokota, H., Ding, K. & Liu, Q. (eds.). Springer Science+Business Media, p. 107-122 16 p.

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

    4 Citations (Scopus)