EIRES: Efficient Integration of Remote Data in Event Stream Processing

Summary: CEP with remote data dependencies stalls streams or inflates state. EIRES uses a cost-model to trigger fetches and cache remote data, combining prefetching and lazy evaluation to maintain flow, yielding up to 3,752x synthetic and 47x real-data latency gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6195
Venue: SIGMOD
Year: 2021
Pagerank: 4.3810125e-05
Overall Rank: 9,144 | 36.45%
DOI: 10.1145/3448016.3457304

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,679	CORE: a Complex Event Recognition Engine	2022	VLDB	4.676558e-05
9,490	INEv: In-Network Evaluation for Event Stream Processing	2023	SIGMOD	4.3300131e-05
10,984	Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality	2024	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

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
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030155645
772	Efficient Pattern Matching over Event Streams	2008	SIGMOD	0.00016790632
1,417	ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events	2009	SIGMOD	0.00012084678
1,587	Dynamic Prefetching of Data Tiles for Interactive Visualization	2016	SIGMOD	0.0001124095
2,029	On Complexity and Optimization of Expensive Queries in Complex Event Processing	2014	SIGMOD	9.7344839e-05
2,350	Transparent Mid-Tier Database Caching in SQL Server	2003	SIGMOD	8.9836753e-05
2,828	Plan-based Complex Event Detection across Distributed Sources	2008	VLDB	8.0545975e-05
3,179	Asynchronous Memory Access Chaining	2016	VLDB	7.4350144e-05
3,214	Cayuga: A High-Performance Event Processing Engine	2007	SIGMOD	7.3708419e-05
4,012	Scalable Pattern Sharing on Event Streams	2016	SIGMOD	6.5338454e-05
5,307	Prefetching In Realtime Database Applications	1986	SIGMOD	5.5724575e-05
6,217	Optimization of Query Streams Using Semantic Prefetching	2004	SIGMOD	5.1478286e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
6,592	Complete Event Trend Detection in High-Rate Event Streams	2017	SIGMOD	4.9959015e-05
5,172	Active Complex Event Processing over Event Streams	2011	VLDB	5.6414491e-05
5,501	To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams	2021	SIGMOD	5.4731481e-05
4,012	Scalable Pattern Sharing on Event Streams	2016	SIGMOD	6.5338454e-05
7,316	Efficient Adaptive Detection of Complex Event Patterns	2018	VLDB	4.7594979e-05
9,419	MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks	2021	SIGMOD	4.3399748e-05
2,029	On Complexity and Optimization of Expensive Queries in Complex Event Processing	2014	SIGMOD	9.7344839e-05
259	High-Performance Complex Event Processing over Streams	2006	SIGMOD	0.00030155645
772	Efficient Pattern Matching over Event Streams	2008	SIGMOD	0.00016790632
9,490	INEv: In-Network Evaluation for Event Stream Processing	2023	SIGMOD	4.3300131e-05