MIFO: A Query-Semantic Aware Resource Allocation Policy
Summary: Introduces MIFO, a dataflow-aware scheduler that reduces queue/resource contention by prioritizing near-complete queries. Uses query semantics to trigger proactive allocations; Spark/TPCDS shows 1.2–2.7x speedups and lower makespan vs FAIR, with small fairness tradeoffs. (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 |
|---|---|---|---|---|
| 2,399 | ByteGNN: Efficient Graph Neural Network Training at Large Scale | 2022 | VLDB | 8.8869693e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 66 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00061707583 |
| 70 | Hive - A Warehousing Solution Over a Map-Reduce Framework | 2009 | VLDB | 0.00059744625 |
| 1,229 | Toward a Progress Indicator for Database Queries | 2004 | SIGMOD | 0.00013153898 |
| 1,509 | Estimating Progress of Execution for SQL Queries | 2004 | SIGMOD | 0.0001158945 |
| 1,768 | ParaTimer: A Progress Indicator for MapReduce DAGs | 2010 | SIGMOD | 0.00010608933 |
| 6,341 | Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics | 2016 | SIGMOD | 5.0980049e-05 |
| 6,478 | A Statistical Approach Towards Robust Progress Estimation | 2012 | VLDB | 5.040535e-05 |
| 8,398 | Toward Progress Indicators on Steroids for Big Data Systems | 2013 | CIDR | 4.5207516e-05 |
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