Bin Li

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Resource Allocation

Efficient Optimization

Top Venues

Publications

Drew Penney, Bin Li, Jaroslaw J. Sydir, Lizhong Chen, Charlie Tai, Stefan Lee, Eoin Walsh, Thomas Long
PROMPT: Learning dynamic resource allocation policies for network applications. Future Gener. Comput. Syst. 145 (2023)
Drew Penney, Bin Li, Lizhong Chen, Jaroslaw J. Sydir, Anna Drewek-Ossowicka, Ramesh Illikkal, Charlie Tai, Ravi R. Iyer, Andrew Herdrich
RAPID: Enabling fast online policy learning in dynamic public cloud environments. Neurocomputing 558 (2023)
Drew Penney, Bin Li, Jaroslaw Sydir, Charlie Tai, Eoin Walsh, Thomas Long, Stefan Lee, Lizhong Chen
PROMPT: Learning Dynamic Resource Allocation Policies for Edge-Network Applications. CoRR (2022)
Jaroslaw Sydir, Bin Li, Pietro Mercati, Charlie Tai, Ravi R. Iyer, Michael Kishinevsky, Boris Serafimov
DPM-NFV: Dynamic Power Management Framework for 5G User Plane Function using Bayesian Optimization. GLOBECOM (2022)
Qian Li, Bin Li, Pietro Mercati, Ramesh Illikkal, Charlie Tai, Michael Kishinevsky, Christos Kozyrakis
RAMBO: Resource Allocation for Microservices Using Bayesian Optimization. IEEE Comput. Archit. Lett. 20 (1) (2021)
Pietro Mercati, Bin Li, Mesut Ali Ergin, Charlie Tai, Michael Kishinevsky, Boris Serafimov, Subhiksha Ravisundar, Eoin Walsh, Thomas Long
MOBO-NFV: Automated Tuning of a Network Function Virtualization System using Multi-Objective Bayesian Optimization. IM (2021)
Bin Li, Yipeng Wang, Ren Wang, Charlie Tai, Ravi R. Iyer, Zhu Zhou, Andrew Herdrich, Tong Zhang, Ameer Haj-Ali, Ion Stoica, Krste Asanovic
RLDRM: Closed Loop Dynamic Cache Allocation with Deep Reinforcement Learning for Network Function Virtualization. NetSoft (2020)
Weichen Liu, Zhe Wang, Peng Yang, Jiang Xu, Bin Li, Ravi R. Iyer, Ramesh Illikkal
A Systematic and Realistic Network-on-Chip Traffic Modeling and Generation Technique for Emerging Many-Core Systems. IEEE Trans. Multi Scale Comput. Syst. 4 (2) (2018)
Zhe Wang, Weichen Liu, Jiang Xu, Bin Li, Ravi R. Iyer, Ramesh Illikkal, Xiaowen Wu, Wai Ho Mow, Wenjing Ye
A Case Study on the Communication and Computation Behaviors of Real Applications in NoC-Based MPSoCs. ISVLSI (2014)
Zhe Wang, Weichen Liu, Jiang Xu, Xiaowen Wu, Zhehui Wang, Bin Li, Ravi R. Iyer, Ramesh Illikkal
A systematic network-on-chip traffic modeling and generation methodology. APCCAS (2014)
Chuanjun Zhang, Glenn G. Ko, Jungwook Choi, Shang-nien Tsai, Minje Kim, Abner Guzmán-Rivera, Rob A. Rutenbar, Paris Smaragdis, Mi Sun Park, Vijaykrishnan Narayanan, Hongyi Xin, Onur Mutlu, Bin Li, Li Zhao, Mei Chen
EMERALD: Characterization of emerging applications and algorithms for low-power devices. ISPASS (2013)
Andrew B. Kahng, Bin Li, Li-Shiuan Peh, Kambiz Samadi
ORION 2.0: A Power-Area Simulator for Interconnection Networks. IEEE Trans. Very Large Scale Integr. Syst. 20 (1) (2012)
Bin Li, Zhen Fang, Li Zhao, Xiaowei Jiang, Lin Li, Andrew Herdrich, Ravishankar R. Iyer, Srihari Makineni
Exploiting Semantics of Virtual Memory to Improve the Efficiency of the On-Chip Memory System. Euro-Par (2012)
Bin Li, Li-Shiuan Peh, Li Zhao, Ravi R. Iyer
Dynamic QoS management for chip multiprocessors. ACM Trans. Archit. Code Optim. 9 (3) (2012)
Bin Li, Zhen Fang, Ravi R. Iyer
Template-based memory access engine for accelerators in SoCs. ASP-DAC (2011)
Bin Li, Li Zhao, Ravi R. Iyer, Li-Shiuan Peh, Michael Leddige, Michael Espig, Seung Eun Lee, Donald Newell
CoQoS: Coordinating QoS-aware shared resources in NoC-based SoCs. J. Parallel Distributed Comput. 71 (5) (2011)
Zhen Fang, Li Zhao, Ravishankar R. Iyer, Carlos Flores Fajardo, German Fabila Garcia, Seung Eun Lee, Bin Li, Steve R. King, Xiaowei Jiang, Srihari Makineni
Cost-effectively offering private buffers in SoCs and CMPs. ICS (2011)
Zhen Fang, Erik G. Hallnor, Bin Li, Mike Leddige, Seung Eun Lee, Donglai Dai, Srihari Makineni
Boomerang: Reducing Power Consumption of Response Packets in NoCs with Minimal Performance Impact. IEEE Comput. Archit. Lett. 9 (2) (2010)
Andrew B. Kahng, Bin Li, Li-Shiuan Peh, Kambiz Samadi
ORION 2.0: A fast and accurate NoC power and area model for early-stage design space exploration. DATE (2009)
Bin Li, Li-Shiuan Peh, Priyadarsan Patra
Impact of Process and Temperature Variations on Network-on-Chip Design Exploration. NOCS (2008)
Vassos Soteriou, Noel Eisley, Hangsheng Wang, Bin Li, Li-Shiuan Peh
Polaris: A System-Level Roadmapping Toolchain for On-Chip Interconnection Networks. IEEE Trans. Very Large Scale Integr. Syst. 15 (8) (2007)
Vassos Soteriou, Noel Eisley, Hangsheng Wang, Bin Li, Li-Shiuan Peh
Polaris: A System-Level Roadmap for On-Chip Interconnection Networks. ICCD (2006)