Database Paper Browser

Back to papers

APEROL: Adaptive Parallel Edge-to-cloud Runtime Optimization for Layered Workflow Execution

Summary: APEROL introduces a signature-based, parallel plan-enumeration framework for scalable operator placement across the cloud–edge continuum, offering exhaustive, heuristic, greedy and sampling optimizers to trade off speed vs. plan quality. Rapidly adapts to dynamic streams and churn (up to 2M candidate plans/sec) and proves effective on 5 workflows across tens–thousands of IoT sites. (summarized by gpt-5-mini on Mar 13 2026)

Paper ID
14301
Venue
VLDB
Year
2026
Pagerank
4.1905499e-05
Overall Rank
10,263 | 28.68%
DOI
10.14778/3773749.3773755

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank Citing Paper Year Venue Pagerank
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1,081 Dhalion: Self-Regulating Stream Processing in Heron 2017 VLDB 0.00014201838
1,546 Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark 2018 SIGMOD 0.00011418993
3,270 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.3013196e-05
3,463 Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies 2024 VLDB 7.0680037e-05
3,714 Optimizing Analytic Data Flows for Multiple Execution Engines 2012 SIGMOD 6.8176849e-05
4,051 Megaphone: Latency-conscious state migration for distributed streaming dataflows 2019 VLDB 6.4932782e-05
4,490 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.137834e-05
5,438 The NebulaStream Platform: Data and Application Management for the Internet of Things 2020 CIDR 5.5041764e-05
7,214 Showcasing Data Management Challenges for Future IoT Applications with NebulaStream 2023 VLDB 4.7942334e-05
9,475 Apache Wayang in Action: Enabling Data Systems Integration via a Unified Data Analytics Framework 2025 SIGMOD 4.3300131e-05
9,476 NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications 2025 SIGMOD 4.3300131e-05
9,490 INEv: In-Network Evaluation for Event Stream Processing 2023 SIGMOD 4.3300131e-05
9,502 Dhalion in Action: Automatic Management of Streaming Applications 2018 VLDB 4.3300131e-05
9,504 IReS: Intelligent, Multi-Engine Resource Scheduler for Big Data Analytics Workflows 2015 SIGMOD 4.3300131e-05
9,506 Skyline Operator on Anti-correlated Distributions 2013 VLDB 4.3300131e-05
9,509 Borealis-R: A Replication-Transparent Stream Processing System for Wide-Area Monitoring Applications 2008 SIGMOD 4.3300131e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
9,312 Parallelizing Query Optimization on Shared-Nothing Architectures 2016 VLDB 4.353536e-05
806 Exploiting Inter-Operation Parallelism in XPRS 1992 SIGMOD 0.00016428214
6,834 Adaptive Asynchronous Parallelization of Graph Algorithms 2018 SIGMOD 4.9072544e-05
8,097 Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations 2023 VLDB 4.5825634e-05
4,456 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1644341e-05
1,826 Optimization Algorithms for Exploiting the Parallelism-Communication Tradeoff in Pipelined Parallelism 1994 VLDB 0.00010392071
11,373 Efficient and Error-bounded Spatiotemporal Quantile Monitoring in Edge Computing Environments 2022 VLDB 4.1905499e-05
3,216 Frontier: Resilient Edge Processing for the Internet of Things 2018 VLDB 7.3675613e-05
10,965 Fault Tolerance Placement in the Internet of Things 2024 SIGMOD 4.1905499e-05
4,698 Schedule Optimization for Data Processing Flows on the Cloud 2011 SIGMOD 5.9835195e-05