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)
Incoming Non-self Citations Over Time
Authors
- 1. Kun-Lung Wu
- 2. Kirsten W. Hildrum
- 3. Philip S. Yu
- 4. Bugra Gedik
- 5. Charu C. Aggarwal
- 6. Eric Bouillet
- 7. Wei Fan
- 8. David A. George
- 9. Xiaohui Gu
- 10. Gang Luo
- 11. Haixun Wang
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,467 | SPADE: The System S Declarative Stream Processing Engine | 2008 | SIGMOD | 0.00011838188 |
| 2,681 | NET-FLi: On-the-fly Compression, Archiving and Indexing of Streaming Network Traffic | 2010 | VLDB | 8.319573e-05 |
| 2,768 | Executing Stream Joins on the Cell Processor | 2007 | VLDB | 8.1518597e-05 |
| 7,735 | From a Stream of Relational Queries to Distributed Stream Processing | 2010 | VLDB | 4.6599101e-05 |
| 12,145 | Building User-defined Runtime Adaptation Routines for Stream Processing Applications | 2012 | VLDB | 4.1905499e-05 |
| 12,393 | LeeWave: Level-Wise Distribution of Wavelet Coefficients for Processing kNN Queries over Distributed Streams | 2008 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 143 | TelegraphCQ: Continuous Dataflow Processing for an Uncertain World | 2003 | CIDR | 0.00041688468 |
| 191 | The Design of the Borealis Stream Processing Engine | 2005 | CIDR | 0.00035714897 |
| 244 | Continuously Adaptive Continuous Queries over Streams | 2002 | SIGMOD | 0.00031037999 |
| 2,710 | Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core | 2006 | SIGMOD | 8.2580301e-05 |
| 8,307 | Resource-Adaptive Real-Time New Event Detection | 2007 | SIGMOD | 4.5392079e-05 |
| 9,067 | A Framework for Projected Clustering of High Dimensional Data Streams | 2004 | VLDB | 4.3991821e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,467 | SPADE: The System S Declarative Stream Processing Engine | 2008 | SIGMOD | 0.00011838188 |
| 9,318 | Providing Resiliency to Load Variations in Distributed Stream Processing | 2006 | VLDB | 4.3523601e-05 |
| 4,490 | Analyzing Efficient Stream Processing on Modern Hardware | 2019 | VLDB | 6.137834e-05 |
| 194 | Query Processing, Resource Management, and Approximation in a Data Stream Management System | 2003 | CIDR | 0.00035402379 |
| 7,658 | Scalable Delivery of Stream Query Result | 2009 | VLDB | 4.6817213e-05 |
| 43 | Models and Issues in Data Stream Systems | 2002 | PODS | 0.00072660894 |
| 7,735 | From a Stream of Relational Queries to Distributed Stream Processing | 2010 | VLDB | 4.6599101e-05 |
| 2,710 | Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core | 2006 | SIGMOD | 8.2580301e-05 |
| 12,145 | Building User-defined Runtime Adaptation Routines for Stream Processing Applications | 2012 | VLDB | 4.1905499e-05 |
| 1,343 | Scalable Distributed Stream Processing | 2003 | CIDR | 0.00012478318 |