Home networking with Universal Plug and Play. - Brent A. Miller; Toby Nixon; Charlie Tai; Mark D. Wood (IEEE Commun. Mag., 2001)

When Idle Is Not Quiet: Energy-Efficient Platform Design in Presence of Network Background and Management Traffic. - Sameh Gobriel; Christian Maciocco; Tsung-Yuan Charlie Tai (GLOBECOM, 2010)

Reducing Power Consumption for Mobile Platforms via Adaptive Traffic Coalescing. - Ren Wang 001; James Tsai; Christian Maciocco; Tsung-Yuan Charlie Tai; Jackie Wu (IEEE J. Sel. Areas Commun., 2011)

Evaluating Dynamics and Bottlenecks of Memory Collaboration in Cluster Systems. - Ahmad Samih; Ren Wang 001; Christian Maciocco; Tsung-Yuan Charlie Tai; Ronghui Duan; Jiangang Duan; Yan Solihin (CCGRID, 2012)

Improving energy efficiency for mobile platforms by exploiting low-power sleep states. - Alexander W. Min; Ren Wang 001; James Tsai; Mesut Ali Ergin; Tsung-Yuan Charlie Tai (Conf. Computing Frontiers, 2012)

DirectPath: high performance and energy efficient platform I/O architecture for content intensive usages. - Ren Wang 001; Christian Maciocco; Tsung-Yuan Charlie Tai; Raj Yavatkar; Lucas Kecheng Lu; Alexander W. Min (e-Energy, 2012)

Energy-efficient interconnect via Router Parking. - Ahmad Samih; Ren Wang 001; Anil Krishna; Christian Maciocco; Tsung-Yuan Charlie Tai; Yan Solihin (HPCA, 2013)

Joint optimization of DVFS and low-power sleep-state selection for mobile platforms. - Alexander W. Min; Ren Wang 001; James Tsai; Tsung-Yuan Charlie Tai (ICC, 2014)

Energy-Responsive Aggregate Context for Energy Saving in a Multi-Resident Environment. - Ching-Hu Lu; Chao-Lin Wu; Tsung-Han Yang; Hui-Wen Yeh; Mao-Yung Weng; Li-Chen Fu; Tsung-Yuan Charlie Tai (IEEE Trans Autom. Sci. Eng., 2014)

Exploiting integrated GPUs for network packet processing workloads. - Janet Tseng; Ren Wang 001; James Tsai; Saikrishna Edupuganti; Alexander W. Min; Shinae Woo; Stephen Junkins; Tsung-Yuan Charlie Tai (NetSoft, 2016)

Optimizing Open vSwitch to Support Millions of Flows. - Yipeng Wang 002; Tsung-Yuan Charlie Tai; Ren Wang 001; Sameh Gobriel; Janet Tseng; James Tsai (GLOBECOM, 2017)

Accelerating Open vSwitch with Integrated GPU. - Janet Tseng; Ren Wang 001; James Tsai; Yipeng Wang 002; Tsung-Yuan Charlie Tai (KBNets@SIGCOMM, 2017)

Hash Table Design and Optimization for Software Virtual Switches. - Yipeng Wang 002; Sameh Gobriel; Ren Wang 001; Tsung-Yuan Charlie Tai; Cristian Dumitrescu (KBNets@SIGCOMM, 2018)

Dynamic Sketch: Efficient and Adjustable Heavy Hitter Detection for Software Packet Processing. - Yipeng Wang 002; Tong Yang; Ren Wang 001; Tsung-Yuan Charlie Tai (CloudNet, 2019)

Distributed Software Switching for Scalable Network Functions. - Mesut Ali Ergin; James Tsai; Tsung-Yuan Charlie Tai (NetSoft, 2019)

SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems. - Beidi Chen; Tharun Medini; James Farwell; Sameh Gobriel; Tsung-Yuan Charlie Tai; Anshumali Shrivastava (MLSys, 2020)

RLDRM: Closed Loop Dynamic Cache Allocation with Deep Reinforcement Learning for Network Function Virtualization. - Bin Li 018; Yipeng Wang 002; Ren Wang 001; Charlie Tai; Ravi R. Iyer 001; Zhu Zhou; Andrew Herdrich; Tong Zhang; Ameer Haj-Ali; Ion Stoica; Krste Asanovic (NetSoft, 2020)

IOCA: High-Speed I/O-Aware LLC Management for Network-Centric Multi-Tenant Platform. - Yifan Yuan; Mohammad Alian; Yipeng Wang 002; Ilia Kurakin; Ren Wang 001; Tsung-Yuan Charlie Tai; Nam Sung Kim (CoRR, 2020)

QEI: Query Acceleration Can be Generic and Efficient in the Cloud. - Yifan Yuan; Yipeng Wang 002; Ren Wang 001; Rangeen Basu Roy Chowdhury; Charlie Tai; Nam Sung Kim (HPCA, 2021)

MOBO-NFV: Automated Tuning of a Network Function Virtualization System using Multi-Objective Bayesian Optimization. - Pietro Mercati; Bin Li 018; Mesut Ali Ergin; Charlie Tai; Michael Kishinevsky; Boris Serafimov; Subhiksha Ravisundar; Eoin Walsh; Thomas Long (IM, 2021)

Don't Forget the I/O When Allocating Your LLC. - Yifan Yuan; Mohammad Alian; Yipeng Wang 002; Ren Wang 001; Ilia Kurakin; Charlie Tai; Nam Sung Kim (ISCA, 2021)

RAMBO: Resource Allocation for Microservices Using Bayesian Optimization. - Qian Li 027; Bin Li 018; Pietro Mercati; Ramesh Illikkal; Charlie Tai; Michael Kishinevsky; Christos Kozyrakis (IEEE Comput. Archit. Lett., 2021)

Accelerating SLIDE Deep Learning on Modern CPUs: Vectorization, Quantizations, Memory Optimizations, and More. - Shabnam Daghaghi; Nicholas Meisburger; Mengnan Zhao; Yong Wu; Sameh Gobriel; Charlie Tai; Anshumali Shrivastava (CoRR, 2021)

DPM-NFV: Dynamic Power Management Framework for 5G User Plane Function using Bayesian Optimization. - Jaroslaw Sydir; Bin Li 018; Pietro Mercati; Charlie Tai; Ravi R. Iyer 001; Michael Kishinevsky; Boris Serafimov (GLOBECOM, 2022)

PROMPT: Learning Dynamic Resource Allocation Policies for Edge-Network Applications. - Drew Penney; Bin Li 018; Jaroslaw Sydir; Charlie Tai; Eoin Walsh; Thomas Long; Stefan Lee; Lizhong Chen (CoRR, 2022)

ORCA: A Network and Architecture Co-design for Offloading us-scale Datacenter Applications. - Yifan Yuan; Jinghan Huang 001; Yan Sun; Tianchen Wang; Jacob Nelson 001; Dan R. K. Ports; Yipeng Wang 002; Ren Wang 001; Charlie Tai; Nam Sung Kim (CoRR, 2022)

Rambda: RDMA-driven Acceleration Framework for Memory-intensive µs-scale Datacenter Applications. - Yifan Yuan; Jinghan Huang 001; Yan Sun; Tianchen Wang; Jacob Nelson 001; Dan R. K. Ports; Yipeng Wang 002; Ren Wang 001; Charlie Tai; Nam Sung Kim (HPCA, 2023)

PROMPT: Learning dynamic resource allocation policies for network applications. - Drew Penney; Bin Li 018; Jaroslaw J. Sydir; Lizhong Chen; Charlie Tai; Stefan Lee; Eoin Walsh; Thomas Long (Future Gener. Comput. Syst., 2023)

RAPID: Enabling fast online policy learning in dynamic public cloud environments. - Drew Penney; Bin Li 018; Lizhong Chen; Jaroslaw J. Sydir; Anna Drewek-Ossowicka; Ramesh Illikkal; Charlie Tai; Ravi R. Iyer 001; Andrew Herdrich (Neurocomputing, 2023)