IReS: Intelligent, Multi-Engine Resource Scheduler for Big Data Analytics Workflows
Summary: Intelligent resource scheduler for multi-engine big-data analytics. IReS models task costs across diverse compute/data engines and maps workflow fragments to the best engine per user policy, enabling heterogeneous runtimes and data stores. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,263 | APEROL: Adaptive Parallel Edge-to-cloud Runtime Optimization for Layered Workflow Execution | 2026 | VLDB | 5.1725247e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 900 | Starfish: A Self-tuning System for Big Data Analytics | 2011 | CIDR | 0.00013374475 |
| 2,459 | Stubby: A Transformation-based Optimizer for MapReduce Workflows | 2012 | VLDB | 8.6231015e-05 |
| 5,264 | xPAD: A Platform for Analytic Data Flows | 2013 | SIGMOD | 6.3623948e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13,369 | Big Data Science Needs Big Data Middleware | 2015 | CIDR | - |
| 3,226 | Optimizing Analytic Data Flows for Multiple Execution Engines | 2012 | SIGMOD | 7.6922635e-05 |
| 11,980 | Palette: Enabling Scalable Analytics for Big-Memory, Multicore Machines | 2014 | SIGMOD | 5.1725247e-05 |
| 2,867 | Constance: An Intelligent Data Lake System | 2016 | SIGMOD | 8.0833985e-05 |
| 8,817 | ERIS Live: A NUMA-Aware In-Memory Storage Engine for Tera-Scale Multiprocessor Systems | 2014 | SIGMOD | 5.4306541e-05 |
| 11,927 | ShareInsights - An Unified Approach to Full-stack Data Processing | 2015 | SIGMOD | 5.1725247e-05 |
| 9,830 | Rheem: Enabling Multi-Platform Task Execution | 2016 | SIGMOD | 5.2645956e-05 |
| 11,816 | Flower: A Data Analytics Flow Elasticity Manager | 2017 | VLDB | 5.1725247e-05 |
| 6,981 | REEF: Retainable Evaluator Execution Framework | 2013 | VLDB | 5.7923573e-05 |
| 10,809 | Accordion: Balancing Performance and Cost in Cloud-Native Data Analysis with Intra-Query Runtime Elasticity | 2025 | VLDB | 5.1725247e-05 |