Design and Implementation of a Real-Time Interactive Analytics System for Large Spatio-Temporal Data

Summary: OceanRT delivers interactive, seconds-level analytics over petabyte-scale spatio-temporal data. Its design combines software-RDMA one-sided communication, low-overhead parallel Access-Query Engines, and join/multidimensional-selection-optimized storage, achieving >10× speedups. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 11058
Venue: VLDB
Year: 2014
Pagerank: 5.093636e-05
Overall Rank: 12,203 | 16.28%
DOI: 10.14778/2733004.2733079

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Shiming Zhang (Huawei)
2. Yin Yang (University of Illinois Urbana-Champaign)
3. Wei Fan (Huawei)
4. Marianne Winslett (University of Illinois Urbana-Champaign)

BibTeX Citation

@article{zhang_vldb14,
        title = {{Design and Implementation of a Real-Time Interactive Analytics System for Large Spatio-Temporal Data}},
        author = {Zhang, Shiming and Yang, Yin and Fan, Wei and Winslett, Marianne},
        journal = {PVLDB},
        series = {{VLDB} '14},
        volume = {7},
        number = {13},
        pages = {1754--1765},
        doi = {10.14778/2733004.2733079},
        url = {https://doi.org/10.14778/2733004.2733079},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
3	Pregel: A System for Large-Scale Graph Processing	2010	SIGMOD	0.0012250108
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
1,621	Orca: A Modular Query Optimizer Architecture for Big Data	2014	SIGMOD	0.00010203114
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
2,354	epiC: an Extensible and Scalable System for Processing Big Data	2014	VLDB	8.7060612e-05
3,173	Why You Should Run TPC-DS:A Workload Analysis	2007	VLDB	7.6664516e-05
10,055	OceanRT: Real-Time Analytics over Large Temporal Data	2014	SIGMOD	5.1685362e-05
12,255	Resa: Realtime Elastic Streaming Analytics in the Cloud	2013	SIGMOD	5.093636e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	5,539	TcpRT: Instrument and Diagnostic Analysis System for Service Quality of Cloud Databases at Massive Scale in Real-time	2018	SIGMOD
2	7,010	Analytics for the Real-Time Web	2011	VLDB
3	2,583	Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads	2015	VLDB
4	8,072	Operational Analytics Data Management Systems	2016	VLDB
5	2,563	AnalyticDB: Real-time OLAP Database System at Alibaba Cloud	2019	VLDB
6	2,918	OceanBase: A 707 Million tpmC Distributed Relational Database System	2022	VLDB
7	9,640	Supporting Scalable Analytics with Latency Constraints	2015	VLDB
8	3,082	Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database	2015	SIGMOD
9	12,187	OceanST: A Distributed Analytic System for Large-Scale Spatiotemporal Mobile Broadband Data	2014	VLDB
10	10,055	OceanRT: Real-Time Analytics over Large Temporal Data	2014	SIGMOD