INEv: In-Network Evaluation for Event Stream Processing

Summary: INEv graphs enable in-network evaluation of CEP by distributing sub-queries across network nodes. Fine-grained routing of partial results over existing disseminations, support for Kleene closure and negation, and a unified transmission–processing latency cost model yield up to 1e8x lower transmission costs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6666
Venue: SIGMOD
Year: 2023
Pagerank: 5.2434488e-05
Overall Rank: 9,628 | 33.95%
DOI: 10.1145/3588955

Incoming Non-self Citations Over Time

Authors

1. Samira Akili (Humboldt University of Berlin)
2. Steven Purtzel (Humboldt University of Berlin)
3. Matthias Weidlich (Humboldt University of Berlin)

BibTeX Citation

@inproceedings{akili_sigmod23,
        title = {{INEv: In-Network Evaluation for Event Stream Processing}},
        author = {Akili, Samira and Purtzel, Steven and Weidlich, Matthias},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3588955},
        url = {https://dl.acm.org/doi/10.1145/3588955},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,551	APEROL: Adaptive Parallel Edge-to-cloud Runtime Optimization for Layered Workflow Execution	2026	VLDB	5.093636e-05
11,171	DecoPa: Query Decomposition for Parallel Complex Event Processing	2024	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
565	Efficient Pattern Matching over Event Streams	2008	SIGMOD	0.00016445548
1,005	ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events	2009	SIGMOD	0.000126998
1,974	Track Join: Distributed Joins with Minimal Network Traffic	2014	SIGMOD	9.3658402e-05
2,520	Plan-based Complex Event Detection across Distributed Sources	2008	VLDB	8.4741249e-05
3,352	Scalable Pattern Sharing on Event Streams	2016	SIGMOD	7.4932699e-05
3,532	Scalable Distributed Stream Join Processing	2015	SIGMOD	7.3369085e-05
3,847	Operator Placement for In-Network Stream Query Processing	2005	PODS	7.0758352e-05
3,946	Real-Time Multi-Pattern Detection over Event Streams	2019	SIGMOD	7.0046969e-05
5,101	To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams	2021	SIGMOD	6.3642265e-05
5,662	Network-Aware Query Processing for Stream-based Applications	2004	VLDB	6.129927e-05
6,062	DARLING: Data-Aware Load Shedding in Complex Event Processing Systems	2022	VLDB	5.9906826e-05
6,762	SquirrelJoin: Network-Aware Distributed Join Processing with Lazy Partitioning	2017	VLDB	5.7814194e-05
6,766	Sharing-Aware Outlier Analytics over High-Volume Data Streams	2016	SIGMOD	5.7802844e-05
9,246	EIRES: Efficient Integration of Remote Data in Event Stream Processing	2021	SIGMOD	5.2992384e-05
9,564	MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks	2021	SIGMOD	5.2528121e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	5,029	Performance Guarantees for Distributed Reachability Queries	2012	VLDB
2	565	Efficient Pattern Matching over Event Streams	2008	SIGMOD
3	2,520	Plan-based Complex Event Detection across Distributed Sources	2008	VLDB
4	4,588	Join Query Optimization Techniques for Complex Event Processing Applications	2018	VLDB
5	5,101	To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams	2021	SIGMOD
6	1,547	On Complexity and Optimization of Expensive Queries in Complex Event Processing	2014	SIGMOD
7	4,503	Event Pattern Matching over Graph Streams	2015	VLDB
8	6,204	Complete Event Trend Detection in High-Rate Event Streams	2017	SIGMOD
9	5,662	Network-Aware Query Processing for Stream-based Applications	2004	VLDB
10	9,564	MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks	2021	SIGMOD