International Journal of Parallel Programming

Editor’s Note: Special Issue on Network and Parallel Computing for New Architectures and Applications

SparseNN: A Performance-Efficient Accelerator for Large-Scale Sparse Neural Networks

Yuntao Lu, Chao Wang, Lei Gong, Xuehai Zhou

Accelerating Deep Learning with a Parallel Mechanism Using CPU + MIC

Sijiang Fan, Jiawei Fei, Li Shen

Improving the Performance of Distributed TensorFlow with RDMA

Chengfan Jia, Junnan Liu, Xu Jin, Han Lin, Hong An, Wenting Han, Zheng Wu, Mengxian Chi

DCF: A Dataflow-Based Collaborative Filtering Training Algorithm

Xiangyu Ju, Quan Chen, Zhenning Wang, Minyi Guo, Guang R. Gao

Have Your Cake and Eat it (Too): A Concurrent Hash Table with Hardware Transactions

Zhiwen Chen, Xin He, Jianhua Sun, Hao Chen

Enabling Realistic Logical Device Interface and Driver for NVM Express Enabled Full System Simulations

Donghyun Gouk, Jie Zhang, Myoungsoo Jung

The Design of NoC-Side Memory Access Scheduling for Energy-Efficient GPGPUs

Wenjie Liu, Sheng Ma, Libo Huang, Zhiying Wang

Partial-PreSET: Enhancing Lifetime of PCM-Based Main Memory with Fine-Grained SET Operations

Yang Shi, Yanmin Zhu, Linpeng Huang

A Scalable Runtime Fault Localization Framework for High-Performance Computing Systems

Jian Gao, Hongmei Wei, Kang Yu, Peng Qing

Combining Hadoop with MPI to Solve Metagenomics Problems that are both Data- and Compute-intensive

Han Lin, Zhichao Su, Xiandong Meng, Xu Jin, Zhong Wang, Wenting Han, Hong An, Mengxian Chi, Zheng Wu

UniCNN: A Pipelined Accelerator Towards Uniformed Computing for CNNs

Fan Sun, Chao Wang, Lei Gong, Yiwei Zhang, Chongchong Xu, Yuntao Lu, Xi Li, Xuehai Zhou

RollSec: Automatically Secure Software States Against General Rollback

Weiqi Dai, Yukun Du, Hai Jin, Weizhong Qiang, Deqing Zou, Shouhuai Xu, Zhongze Liu