Pixida: Optimizing Data Parallel Jobs in Wide-Area Data Analytics
Summary: Pixida minimizes cross-DC data movement for data-parallel analytics; SILO reframes scheduling as graph partitioning. New partitioning formulation and algorithm, tuned for big-data jobs, integrated with Spark; traffic on inter-DC links reduced up to 9x. (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 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,185 | Yugong: Geo-Distributed Data and Job Placement at Scale | 2019 | VLDB | 5.6405374e-05 |
| 11,338 | AutoMon: Automatic Distributed Monitoring for Arbitrary Multivariate Functions | 2022 | SIGMOD | 4.1945683e-05 |
| 11,849 | The Challenges of Global-scale Data Management | 2016 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 314 | MillWheel: Fault-Tolerant Stream Processing at Internet Scale | 2013 | VLDB | 0.00028084774 |
| 1,286 | Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams | 2013 | SIGMOD | 0.0001282373 |
| 1,814 | Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing | 2014 | VLDB | 0.00010458107 |
| 2,817 | Recurring Job Optimization in Scope | 2012 | SIGMOD | 8.0677653e-05 |
| 2,928 | WANalytics: Analytics for a Geo-Distributed Data-Intensive World | 2015 | CIDR | 7.8812874e-05 |
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