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OceanRT: Real-Time Analytics over Large Temporal Data

Summary: OceanRT enables real-time analytics over large temporal data in the cloud (5TB/day call logs). It uses interconnected Access Query Engines (AQEs) and a temporal-local storage scheme to boost locality, delivering up to 10x–200x speedups vs Impala/Shark/Hive and ad hoc HiveQL support. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4882
Venue
SIGMOD
Year
2014
Pagerank
5.1685362e-05
Overall Rank
10,055 | 31.02%
DOI
10.1145/2588555.2594513

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{zhang_sigmod14,
        title = {{OceanRT: Real-Time Analytics over Large Temporal Data}},
        author = {Zhang, Shiming and Yang, Yin and Fan, Wei and Lan, Liang and Yuan, Mingxuan},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2594513},
        url = {https://dl.acm.org/doi/10.1145/2588555.2594513},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
9,647 Rock: Cleaning Data by Embedding ML in Logic Rules 2024 SIGMOD 5.2430158e-05
12,203 Design and Implementation of a Real-Time Interactive Analytics System for Large Spatio-Temporal Data 2014 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
32 Hive - A Warehousing Solution Over a Map-Reduce Framework 2009 VLDB 0.00050111008
51 Dremel: Interactive Analysis of Web-Scale Datasets 2010 VLDB 0.0004291425
120 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00031680027
607 F1: A Distributed SQL Database That Scales 2013 VLDB 0.00015800238
1,593 F1 – The Fault-Tolerant Distributed RDBMS Supporting Google's Ad Business 2012 SIGMOD 0.00010252961
1,739 Split Query Processing in Polybase 2013 SIGMOD 9.8814935e-05
2,159 Efficient Processing of Data Warehousing Queries in a Split Execution Environment 2011 SIGMOD 9.061086e-05
2,207 Shark: Fast Data Analysis Using Coarse-grained Distributed Memory 2012 SIGMOD 8.9565862e-05
Previous Page 1 / 1 Next

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