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: 10871
Venue: VLDB
Year: 2014
Pagerank: 4.1905499e-05
Overall Rank: 12,013 | 16.51%
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	0.0019040811
70	Hive - A Warehousing Solution Over a Map-Reduce Framework	2009	VLDB	0.00059744625
109	Dremel: Interactive Analysis of Web-Scale Datasets	2010	VLDB	0.00048217028
158	HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads	2009	VLDB	0.00040401371
1,797	epiC: an Extensible and Scalable System for Processing Big Data	2014	VLDB	0.00010502488
1,980	Split Query Processing in Polybase	2013	SIGMOD	9.8740305e-05
2,247	Orca: A Modular Query Optimizer Architecture for Big Data	2014	SIGMOD	9.201975e-05
2,340	Efficient Processing of Data Warehousing Queries in a Split Execution Environment	2011	SIGMOD	9.001663e-05
2,487	Shark: Fast Data Analysis Using Coarse-grained Distributed Memory	2012	SIGMOD	8.6609871e-05
3,800	Why You Should Run TPC-DS: A Workload Analysis	2007	VLDB	6.7529849e-05
9,893	OceanRT: Real-Time Analytics over Large Temporal Data	2014	SIGMOD	4.2561802e-05
12,065	Resa: Realtime Elastic Streaming Analytics in the Cloud	2013	SIGMOD	4.1905499e-05

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