Piranha: Optimizing Short Jobs in Hadoop
Summary: Piranha optimizes short, latency-sensitive Hadoop jobs on existing clusters without impacting long-running tasks. It exploits short-job patterns learned from Yahoo production workloads to reduce query latency by up to 71% on unmodified Hadoop. (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 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,205 | Kodiak: Leveraging Materialized Views For Very Low-Latency Analytics Over High-Dimensional Web-Scale Data | 2016 | VLDB | 4.7965293e-05 |
| 8,985 | SpongeFiles: Mitigating Data Skew in MapReduce Using Distributed Memory | 2014 | SIGMOD | 4.4129993e-05 |
| 11,199 | QaaD (Query-as-a-Data): Scalable Execution of Massive Number of Small Queries in Spark | 2023 | SIGMOD | 4.1905499e-05 |
| 11,343 | Juggler: Autonomous Cost Optimization and Performance Prediction of Big Data Applications | 2022 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3 | Pig Latin: A Not-So-Foreign Language for Data Processing | 2008 | SIGMOD | 0.0024217964 |
| 70 | Hive - A Warehousing Solution Over a Map-Reduce Framework | 2009 | VLDB | 0.00059744625 |
| 109 | Dremel: Interactive Analysis of Web-Scale Datasets | 2010 | VLDB | 0.00048217028 |
| 158 | HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads | 2009 | VLDB | 0.00040401371 |
| 539 | Shark: SQL and Rich Analytics at Scale | 2013 | SIGMOD | 0.00020615453 |
| 789 | Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) | 2010 | VLDB | 0.00016602215 |
| 909 | Tenzing A SQL Implementation On The MapReduce Framework | 2011 | VLDB | 0.0001540191 |
| 1,615 | The Performance of MapReduce: An In-depth Study | 2010 | VLDB | 0.00011137225 |
| 1,719 | Distributed Data-Parallel Computing Using a High-Level Programming Language | 2009 | SIGMOD | 0.00010759065 |
| 1,945 | Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce | 2010 | VLDB | 0.0001000706 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,941 | FP-Hadoop: Efficient Execution of Parallel Jobs Over Skewed Data | 2015 | VLDB | 4.1905499e-05 |
| 1,945 | Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce | 2010 | VLDB | 0.0001000706 |
| 13,393 | Job Scheduling with Minimizing Data Communication Costs | 2015 | SIGMOD | - |
| 11,966 | Shared Execution of Recurring Workloads in MapReduce | 2015 | VLDB | 4.1905499e-05 |
| 12,109 | Optimization Strategies for A/B Testing on HADOOP | 2013 | VLDB | 4.1905499e-05 |
| 9,505 | Supporting Scalable Analytics with Latency Constraints | 2015 | VLDB | 4.3300131e-05 |
| 789 | Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) | 2010 | VLDB | 0.00016602215 |
| 2,340 | Efficient Processing of Data Warehousing Queries in a Split Execution Environment | 2011 | SIGMOD | 9.001663e-05 |
| 3,709 | Multi-Query Optimization in MapReduce Framework | 2014 | VLDB | 6.8211506e-05 |
| 1,615 | The Performance of MapReduce: An In-depth Study | 2010 | VLDB | 0.00011137225 |