Mizan: a system for dynamic load balancing in large-scale graph processing

By Zuhair Khayyat, Karim Awara, Amani Alonazi, Hani Jamjoom, Dan Williams, Panos Kalnis. European Conference on Computer Systems, 2013

337 citations recorded by the source corpus.

Subfields: Computer Vision and Pattern Recognition, Information Systems, Signal Processing

View Paper: https://www.semanticscholar.org/paper/896bda22b1c5685dca9ebcd8d84888c1cd3e37be

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computer Vision and Pattern Recognition

1. Haibing Guan
2. Xiaowei Zhu
3. Wenguang Chen
4. Wentao Han
5. Jiaxin Shi

In Information Systems

1. Haibo Chen
2. Binyu Zang

In Signal Processing

1. Haibo Chen
2. Binyu Zang

Citations in the corpus

• PowerLyra: Differentiated Graph Computation and Partitioning on Skewed Graphs (2019, background): “Mizan [37] leverages vertex migration for dynamic load balancing.”
• Gemini: A Computation-Centric Distributed Graph Processing System (2016, neutral): “Pull: Existing distributed graph processing systems either adopt a push-style [3, 26, 32, 43, 44] or a pull-style [11, 12, 16, 17, 23, 30] model, or provide both while used separately [13, 19, 22].”
• GridGraph: Large-Scale Graph Processing on a Single Machine Using 2-Level Hierarchical Partitioning (2015, background): “However, load imbalance [11, 20], synchronization overhead [33] and fault tolerance overhead [27] are still challenges for graph processing in distributed environment.”