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

Summary: OceanRT enables real-time interactive analytics on petabyte-scale spatio-temporal data in cloud deployments. It leverages RDMA one-sided networking, an AQE-based architecture, and a storage scheme optimized for joins and multi-dimensional selections, delivering an order-of-magnitude speedup over state-of-the-art (TPC-DS). (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10870
Venue: VLDB
Year: 2014
Pagerank: 4.1945683e-05
Overall Rank: 12,005 | 16.49%
DOI: -

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Rank	Citing Paper	Year	Venue	Pagerank

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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
4	Pregel: A System for Large-Scale Graph Processing	2010	SIGMOD	0.0019005923
70	Hive - A Warehousing Solution Over a Map-Reduce Framework	2009	VLDB	0.00059533166
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048186983
157	HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads	2009	VLDB	0.00040397359
1,800	epiC: an Extensible and Scalable System for Processing Big Data	2014	VLDB	0.00010512649
1,977	Split Query Processing in Polybase	2013	SIGMOD	9.8824589e-05
2,249	Orca: A Modular Query Optimizer Architecture for Big Data	2014	SIGMOD	9.2034693e-05
2,337	Efficient Processing of Data Warehousing Queries in a Split Execution Environment	2011	SIGMOD	9.0098186e-05
2,488	Shark: Fast Data Analysis Using Coarse-grained Distributed Memory	2012	SIGMOD	8.6683713e-05
3,951	Why You Should Run TPC-DS: A Workload Analysis	2007	VLDB	6.5953162e-05
9,894	OceanRT: Real-Time Analytics over Large Temporal Data	2014	SIGMOD	4.2602616e-05
12,057	Resa: Realtime Elastic Streaming Analytics in the Cloud	2013	SIGMOD	4.1945683e-05

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