Minyi Guo - Selected Publications#

Dr. Minyi Guo has published 400+ papers and 7 books (4 in English, 3 in Chinese). Most of the papers are published in the areas of computer architecture, parallel and distributed systems, and high performance computing. According to csrankings.org, Dr. Guo's institute ranks 11th in the world and first in Asia in the areas computer architecture and high performance computing. Dr. Guo is the main contributor in his institute. Below are 10 recent major publications coauthored by the candidate.

1. Quan Chen, Minyi Guo: Task Scheduling for Multi-core and Parallel Architectures - Challenges, Solutions and Perspectives. Springer 2017, ISBN 978-981-10-6237-7

This book describes all cases of task scheduling in execution environments for multi-core and parallel architectures. This book integrates Dr. Guo's papers related to task scheduling algorithms published in TACO, TPDS, TC, ASPLOS, ISCA, ICS, etc. These papers have been cited more than 1000 times.

2. Dong Xie, Feifei Li, Bin Yao, Gefei Li, Zhongpu Chen, Liang Zhou, Minyi Guo: Simba: spatial in-memory big data analysis. SIGSPATIAL/GIS 2016: 86:1-86:4

The Simba Spatial in-memory big data system open sourced at GitHib . Simba extends the Spark SQL engine to support spatial queries and analytics through both SQL and the DataFrame API. Simba outperforms Spark Hive. This paper has been cited 152 times. The open source software has received 86 stars.

3. Chenhan Xu, Kun Wang, Peng Li, Song Guo, Jiangtao Luo, Baoliu Ye, Minyi Guo: Making Big Data Open in Edges: A Resource-Efficient Blockchain-Based Approach. IEEE Transactions Parallel Distributed Systems, 30(4): 870-882 (2019)

This is among the first to propose edge-based big data processing using a blockchain based approach. It has already received 75 citations in less than a year.

4. Zhenning Wang, Jun Yang, Rami Melhem, Bruce Childers, Youtao Zhang, Minyi Guo: Simultaneous multikernel GPU: Multi-tasking throughput processors via fine-grained. 2016 IEEE International Symposium on High Performance Computer Architecture (HPCA 2016): 358--369

This paper proposes a dynamic sharing mechanism that utilizes resources by exploiting the heterogeneity of different kernels. It is one of the first work for energy-aware design of GPGPU register files. It is cited 78 times.

5. Hongwei Wang, Jia Wang, Jialin Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Xing Xie, Minyi Guo: GraphGAN: Graph Representation Learning With Generative Adversarial Nets. Thirty-second AAAI conference on artificial intelligence (AAAI 2018): 2508-2515

This paper has 150 citations and presents a graph representation learning framework in which generative and discriminative models play game-theoretical minimax games.

6. Quan Chen, Hailong Yang, Minyi Guo, Ram Srivatsa Kannan, Jason Mars, Lingjia Tang: Prophet: Precise QoS Prediction on Non-Preemptive Accelerators to Improve Utilization in Warehouse-Scale Computers. Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2017): 17-32

This paper is the highlight paper of ASPLOS 2017 and has 42 citations.

7. Hongwei Wang, Fuzheng Zhang, Xing Xie, Minyi Guo: DKN: Deep Knowledge-Aware Network for News Recommendation. Proceedings of the 2018 world wide web conference (WWW 2018): 1835-1844

This recent paper has 103 citations. It is among the first to propose a deep knowledge-aware network (DNK) for news recommendations.

8. Xiaofeng Hou, Luoyao Hao, Chao Li, Quan Chen, Wenli Zheng, Minyi Guo: Power Grab in Aggressively Provisioned Data Centers: What is the Risk and What Can Be Done About It. The 2018 International Conference on Computer Design (ICCD 2018): 26-34

This paper received the best paper award.

9. Huan Ke, Peng Li, Song Guo, Minyi Guo: On Traffic-Aware Partition and Aggregation in MapReduce for Big Data Applications. IEEE Transactions Parallel Distributed Systems 27(3): 818-828 (2016)

This MapReduce optimization paper follows the paper "SAMR: A Self-adaptive MapReduce Scheduling Algorithm in Heterogeneous Environment" that was cited 228 times. This paper is cited 44 times.

10. Mianxiong Dong, Kaoru Ota, Laurence T. Yang, Anfeng Liu, Minyi Guo: LSCD: A Low-Storage Clone Detection Protocol for Cyber-Physical Systems. IEEE Transactions on CAD of Integrated Circuits and Systems 35(5): 712-723 (2016)

This paper presents a novel distributed low-storage clone detection protocol (LSCD) for Cyber-Physical Systems. It has 70 citations.