K
Kaiyuan Zhang
Researcher at Shanghai Jiao Tong University
Publications - 3
Citations - 265
Kaiyuan Zhang is an academic researcher from Shanghai Jiao Tong University. The author has contributed to research in topics: Graph (abstract data type) & Fault tolerance. The author has an hindex of 3, co-authored 3 publications receiving 221 citations.
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Proceedings ArticleDOI
NUMA-aware graph-structured analytics
TL;DR: Polymer is described, a NUMA-aware graph-analytics system on multicore with two key design decisions, which shows that Polymer often outperforms the state-of-the-art single-machine graph-Analytics systems, including Ligra, X-Stream and Galois, for a set of popular real-world and synthetic graphs.
Proceedings ArticleDOI
Replication-Based Fault-Tolerance for Large-Scale Graph Processing
TL;DR: Imitator is a new fault tolerance mechanism that supports cheaply maintenance of vertex states by replicating vertex states to their replicas during normal message exchanges, and provides fast in-memory reconstruction of failed vertices from replicas in other machines.
Journal ArticleDOI
Replication-Based Fault-Tolerance for Large-Scale Graph Processing
Rong Chen,Youyang Yao,Peng Wang,Kaiyuan Zhang,Zhaoguo Wang,Haibing Guan,Binyu Zang,Haibo Chen +7 more
TL;DR: Imitator is described, a new fault tolerance mechanism, which supports cheap maintenance of vertex states by replicating them to their replicas during normal message exchanges, and provides fast in-memory reconstruction of failed vertices from replicas in other machines.