Ji Liu

A Survey of Data-Intensive Scientific Workflow Management

Ji Liu, Esther Pacitti, Patrick Valduriez et al. · Journal of Grid Computing · 2015 · 289 citations · Full text

Computing, Computer Science, High-performance Computing +12

Trustworthy federated learning: privacy, security, and beyond

Chunlu Chen, Ji Liu, Haowen Tan et al. · Knowledge and Information Systems · 2024 · 60 citations

Computing, Computer Science, Cybersecurity +10

A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order

Xiangru Lian, Huan Zhang, Cho‐Jui Hsieh et al. · Neural Information Processing Systems · 2016 · 58 citations

Computing, Computer Engineering, Computer Science +14

Efficient Scheduling of Scientific Workflows Using Hot Metadata in a Multisite Cloud

Ji Liu, Luis Villaseñor-Pineda, Esther Pacitti et al. · IEEE Transactions on Knowledge and Data Engineering · 2018 · 34 citations

Computing, Cloud Computing, Computer Science +17

A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order

Xiangru Lian, Huan Zhang, Cho‐Jui Hsieh et al. · arXiv (Cornell University) · 2016 · 29 citations · Full text

Computing, Computer Engineering, Computer Science +14