Steven H. Low is a Professor of the Computing and Mathematical Sciences Department and the Electrical Engineering Department at the California Institute of Technology. He is known for his work on the theory and mathematical modeling of Internet congestion control, algorithms, and optimization in power systems.[1]
Steven Low | |
|---|---|
| Alma mater | Cornell University, University of California, Berkeley |
| Known for | Mathematical modeling of Networking, Congestion control, Power systems |
| Scientific career | |
| Fields | Computer Science, Electrical Engineering |
| Institutions | California Institute of Technology |
| Doctoral advisor | Pravin Varaiya |
Academic biography
editLow received his BS in electrical engineering from Cornell University in 1987, and PhD in electrical engineering from the University of California, Berkeley under the supervision of Pravin Varaiya in 1992. He was with AT&T Bell Labs in Murray Hill, NJ, from 1992 to 1996, the University of Melbourne, Australia, from 1996 to 2000, and joined Caltech in 2000.
Research
editLow pioneered a mathematical theory of large-scale networks under end-to-end congestion control such as the Internet, with implications on resource allocation, routing, and network architecture.[2][3] He and his research team designed a new congestion control algorithm called FAST TCP based on this mathematical theory,[4] built a unique testbed WAN-in-Lab and worked with high-energy physicists (HEP) at Caltech, CERN and around the world to break world records on data transfer. His work is instrumental in changing the focus of congestion control research and land speed record contests from parameter tuning to algorithm design and analysis.
Through a startup called FastSoft, his team actively pursued the deployment of their research which has been accelerating the world's largest content distribution and social networks as well as other Fortune 500 companies.
Upon returning to Caltech after Fastsoft, his research began to focus on the control and optimization of distributed energy resources for future smart grids.[5][6]
Awards and honors
editLow is an IEEE Fellow,[7] a co-recipient of an R&D 100 Award,[8] and IEEE prize papers awards. He has been a Chair/Honorary/Guest/Adjunct Professor with Zhejiang University, China, National Taipei University of Technology, Taiwan, Shanghai Jiaotong University, China, and Swinburne University of Technology, Australia.
References
edit- ^ "AitF: Algorithmic challenges in smart grids: control, optimization & learning, National Science Foundation".
- ^ Low, S.H.; Lapsely, D.E. (1999), "Optimization flow control, I: basic algorithm and convergence", IEEE/ACM Transactions on Networking, 7 (6): 861–874, CiteSeerX 10.1.1.556.6354, doi:10.1109/90.811451, S2CID 8841558
- ^ Chiang, Mung; Low, Steven H.; Calderbank, A. Robert; Doyle, John C. (2007), "Layering as optimization decomposition: a mathematical theory of network architectures" (PDF), Proceedings of the IEEE, 95: 255–312, doi:10.1109/JPROC.2006.887322, S2CID 5772960
- ^ Wei, David X.; Jin, Cheng; Low, Steven H.; Hegde, Sanjay (2006), "FAST TCP: motivation, architecture, algorithms, performance" (PDF), IEEE/ACM Transactions on Networking, 14 (6): 1246–1259, doi:10.1109/TNET.2006.886335, S2CID 719180
- ^ Low, Steven H. (2014), "Convex relaxation of optimal power flow: Part I", IEEE Transactions on Control of Network Systems, 1: 15–27, arXiv:1405.0766, doi:10.1109/TCNS.2014.2309732, S2CID 8670101
- ^ Low, Steven H. (2014), "Convex relaxation of optimal power flow: Part II", IEEE Transactions on Control of Network Systems, 1 (2): 177–189, arXiv:1405.0814, doi:10.1109/TCNS.2014.2323634, S2CID 8720592
- ^ IEEE Fellow Directory
- ^ Steven Low CV