Measuring and Optimizing Distributed Array Programs
Summary: Proposes KASEN, an array-based distributed model with a strict compute/communication contract for performance analysis. An optimizer applies transformations to programs, cutting memory I/O, buffers, and network traffic, delivering up to 5.82x speedup. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Mingxing Zhang
- 2. Yongwei Wu
- 3. Kang Chen
- 4. Teng Ma
- 5. Weimin Zheng
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,532 | Data Management in Machine Learning: Challenges, Techniques, and Systems | 2017 | SIGMOD | 0.00011472681 |
| 3,918 | On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML | 2018 | VLDB | 6.6315176e-05 |
| 4,505 | SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning | 2017 | CIDR | 6.1327108e-05 |
| 9,326 | BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach | 2023 | SIGMOD | 4.3556432e-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 |
|---|---|---|---|---|
| 318 | Overview of SciDB: Large Scale Array Storage, Processing and Analysis | 2010 | SIGMOD | 0.00027795661 |
| 1,678 | Navigating the Maze of Graph Analytics Frameworks using Massive Graph Datasets | 2014 | SIGMOD | 0.00010933417 |
| 4,259 | Optimizing I/O for Big Array Analytics | 2012 | VLDB | 6.3147285e-05 |
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