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Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S

Summary: Prototyping a multi-modal stream analytics app (DAC) on IBM System S; challenges: generating correlated sources, assembling a large PE flow graph, and deploying under uneven input rates. Lessons: disaster-claim model, System S tooling, parallelism, resource-adaptive compute. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9719
Venue
VLDB
Year
2007
Pagerank
5.4921185e-05
Overall Rank
8,081 | 44.56%
DOI
10.14778/1325953.1326087

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{wu_vldb07,
        title = {{Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S}},
        author = {Wu, Kun-Lung and Hildrum, Kirsten W. and Yu, Philip S. and Gedik, Buğra and Aggarwal, Charu C. and Bouillet, Eric and Fan, Wei and George, David A. and Gu, Xiaohui and Luo, Gang and Wang, Haixun},
        journal = {PVLDB},
        series = {{VLDB} '07},
        volume = {33},
        number = {2},
        pages = {1185--1188},
        doi = {10.14778/1325953.1326087},
        url = {https://doi.org/10.14778/1325953.1326087},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank Citing Paper Year Venue Pagerank
1,353 SPADE: The System S Declarative Stream Processing Engine 2008 SIGMOD 0.00011061346
2,655 Executing Stream Joins on the Cell Processor 2007 VLDB 8.2888851e-05
3,722 NET-FLi: On-the-fly Compression, Archiving and Indexing of Streaming Network Traffic 2010 VLDB 7.1726862e-05
7,840 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB 5.5339505e-05
12,333 Building User-defined Runtime Adaptation Routines for Stream Processing Applications 2012 VLDB 5.093636e-05
12,578 LEE WAVE: Level-Wise Distribution of Wavelet Coefficients for Processing kNN Queries over Distributed Streams 2008 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank Cited Paper Year Venue Pagerank
111 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032990214
127 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030738755
193 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00025964286
2,393 Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core 2006 SIGMOD 8.6366772e-05
8,549 Resource-Adaptive Real-Time New Event Detection 2007 SIGMOD 5.4119882e-05
9,272 A Framework for Projected Clustering of High Dimensional Data Streams 2004 VLDB 5.2945481e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 1,353 SPADE: The System S Declarative Stream Processing Engine 2008 SIGMOD
2 9,460 Providing Resiliency to Load Variations in Distributed Stream Processing 2006 VLDB
3 3,851 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB
4 150 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR
5 8,663 Scalable Delivery of Stream Query Result 2009 VLDB
6 26 Models and Issues in Data Stream Systems 2002 PODS
7 7,840 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB
8 2,393 Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core 2006 SIGMOD
9 12,333 Building User-defined Runtime Adaptation Routines for Stream Processing Applications 2012 VLDB
10 1,090 Scalable Distributed Stream Processing 2003 CIDR