Newsha Ardalani
Publications by Year
Research Areas
Parallel Computing and Optimization Techniques, Advanced Neural Network Applications, Embedded Systems Design Techniques, Topic Modeling, Cloud Computing and Resource Management
Most-Cited Works
- → Deep Learning Scaling is Predictable, Empirically(2017)417 cited
- → Sustainable AI: Environmental Implications, Challenges and Opportunities(2021)346 cited
- → Stream-Dataflow Acceleration(2017)167 cited
- → Cross-architecture performance prediction (XAPP) using CPU code to predict GPU performance(2015)106 cited
- → Beyond human-level accuracy(2019)63 cited
- → Hybrid optimization/heuristic instruction scheduling for programmable accelerator codesign(2018)54 cited
- → DataPerf: Benchmarks for Data-Centric AI Development(2022)51 cited
- → DeepFlow: A Cross-Stack Pathfinding Framework for Distributed AI Systems(2023)15 cited
- → MP-Rec: Hardware-Software Co-design to Enable Multi-path Recommendation(2023)11 cited