Shared Execution of Recurring Workloads in MapReduce
Summary: Helix, a scalable multi-query sharing engine for recurring MapReduce workloads with SLAs; sliced window-alignment enables sharing without extra I/O. It pairs a cost/benefit sharing model with SLA-aware scheduling; real-world experiments show order-of-magnitude gains over state-of-the-art. (summarized by gpt-5-nano on Feb 09 2026)
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 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 179 | Efficient and Extensible Algorithms for Multi Query Optimization | 2000 | SIGMOD | 0.00037637319 |
| 947 | MRShare: Sharing Across Multiple Queries in MapReduce | 2010 | VLDB | 0.00015112344 |
| 1,791 | On-the-Fly Sharing for Streamed Aggregation | 2006 | SIGMOD | 0.0001052731 |
| 2,211 | ReStore: Reusing Results of MapReduce Jobs | 2012 | VLDB | 9.2823037e-05 |
| 2,658 | Data Warehousing and Analytics Infrastructure at Facebook | 2010 | SIGMOD | 8.3634079e-05 |
| 2,928 | Shared Workload Optimization | 2014 | VLDB | 7.881485e-05 |
| 3,709 | Multi-Query Optimization in MapReduce Framework | 2014 | VLDB | 6.8211506e-05 |
| 4,772 | Recurring Job Optimization in Scope | 2012 | SIGMOD | 5.9280555e-05 |
| 4,859 | The "Big Data" Ecosystem at LinkedIn | 2013 | SIGMOD | 5.8680444e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,109 | Optimization Strategies for A/B Testing on HADOOP | 2013 | VLDB | 4.1905499e-05 |
| 3,068 | Efficient Multi-way Theta-Join Processing Using MapReduce | 2012 | VLDB | 7.6241861e-05 |
| 2,735 | Online Aggregation and Continuous Query support in MapReduce | 2010 | SIGMOD | 8.2058004e-05 |
| 1,615 | The Performance of MapReduce: An In-depth Study | 2010 | VLDB | 0.00011137225 |
| 9,505 | Supporting Scalable Analytics with Latency Constraints | 2015 | VLDB | 4.3300131e-05 |
| 408 | HaLoop: Efficient Iterative Data Processing on Large Clusters | 2010 | VLDB | 0.00023939456 |
| 2,476 | A Platform for Scalable One-Pass Analytics using MapReduce | 2011 | SIGMOD | 8.6907971e-05 |
| 9,270 | Redoop Infrastructure for Recurring Big Data Queries | 2014 | VLDB | 4.362604e-05 |
| 947 | MRShare: Sharing Across Multiple Queries in MapReduce | 2010 | VLDB | 0.00015112344 |
| 3,709 | Multi-Query Optimization in MapReduce Framework | 2014 | VLDB | 6.8211506e-05 |