About
I am Silvery Fu. I'm a PhD candidate in CS at UC Berkeley.
I work on systems at NetSys, advised by Sylvia Ratnasamy.
Contact: silvery@eecs.berkeley.edu.
Work
LOCA: A Location-Oblivious Cellular Architecture
Zhihong Luo, Silvery Fu, Natacha Crooks, Shaddi Hasan,
Christian Maciocco, Sylvia Ratnasamy, Scott Shenker
USENIX NSDI 2023
[
paper |
code
]
Zed: Leveraging Data Types to Process Eclectic Data
Amy Ousterhout, Steve McCanne, Henri Dubois-Ferriere,
Silvery Fu, Sylvia Ratnasamy, Noah Treuhaft
CIDR 2023
[
paper |
slides |
code
]
The Internet of Things in a Laptop: Rapid Prototyping for
IoT Applications with Digibox
Silvery Fu, Hong Zhang, Sylvia Ratnasamy, Ion Stoica
ACM HotNets 2022
[
paper |
slides |
code
]
dSpace: Composable Abstractions for Smart Spaces
Silvery Fu, Sylvia Ratnasamy
ACM SOSP 2021
[
paper |
slides |
code
]
Democratizing Cellular Access with CellBricks
Zhihong Luo, Silvery Fu, Mark Theis, Shaddi Hasan, Sylvia Ratnasamy, Scott Shenker
ACM SIGCOMM 2021
[
paper |
slides |
code |
website
]
On the Use of ML for Blackbox System Performance Prediction
Silvery Fu, Saurabh Gupta, Radhika Mittal, Sylvia Ratnasamy
USENIX NSDI 2021
[
paper |
slides |
code
]
Fast and Efficient Container Startup at the Edge via Dependency Scheduling
Silvery Fu, Radhika Mittal, Lei Zhang, Sylvia Ratnasamy
USENIX HotEdge 2020
[
paper |
slides |
report |
code |
resource-stealing
]
Truthful Online Auction Toward Maximized Instance Utilization
in the Cloud
Yifei Zhu, Silvery Fu, Jiangchuan Liu, Yong Cui
IEEE/ACM Transactions on Networking 2018
[
paper |
code
]
Truthful Online Auction for Cloud Instance Subletting
Yifei Zhu, Silvery Fu, Jiangchuan Liu, Yong Cui
IEEE ICDCS 2017
[
paper |
slides |
code
]
HARV: Harnessing Hybrid Virtualization to Improve Instance (Re)Usage in Public Cloud
Silvery Fu, Yifei Zhu, Jiangchuan Liu
IEEE/ACM IWQoS 2017
[
paper |
slides |
code
]
Toward Fully Offloaded Cloud-based AR: Design, Implementation and Experience
Ryan Shea, Andy Sun, Silvery Fu, Jiangchuan Liu
ACM MMSys 2017
[
paper |
slides |
code
]
Multimedia Content Delivery with Network Function Virtualization: The Energy Perspective
Silvery Fu, Jiangchuan Liu, Wenwu Zhu
IEEE MultiMedia 2017
[
paper |
slides |
code
]
Live Broadcast with Community Interactions: Bottlenecks and Optimizations
Xiaoqiang Ma, Cong Zhang, Jiangchuan Liu, Ryan Shea, Di Fu
IEEE Transactions on Multimedia 2017
[
paper |
code
]
Toward a Standard Interface for Cloud Providers: the Container as the Narrow Waist
Silvery Fu, Jiangchuan Liu, Xiaowen Chu, Yueming Hu
IEEE Internet Computing 2016
[
paper |
slides |
code
]
On Energy-efficient Offloading in Mobile Cloud for Real-time Video Applications
Lei Zhang, Di Fu, Jiangchuan Liu, Edith Cheuk-Han Ngai, Wenwu Zhu
IEEE TCSVT 2016
[
paper |
code
]
Toward Bridging Online Game Playing and Live Broadcasting: Design and Optimization
Ryan Shea, Di Fu, Jiangchuan Liu
ACM NOSSDAV 2015
[
paper |
slides |
code
]
Cloud gaming: Understanding the Support from Advanced Virtualization and Hardware
Ryan Shea, Di Fu, Jiangchuan Liu
IEEE TCSVT 2015
[
paper |
slides |
code
]
Rhizome: Utilizing the Public Cloud to Provide 3D Gaming Infrastructure
Ryan Shea, Di Fu, Jiangchuan Liu
ACM MMSys 2015
[
paper |
slides |
code
]
From Internet of Things to Internet of Data Apps
Silvery Fu, Sylvia Ratnasamy
arXiv:2309.04546
[
preprint
]
Comverse: A Federative-by-Design Platform for Community Computing
Silvery Fu, Dylan Reimer, Siyuan Dong, Yifei Zhu, Sylvia Ratnasamy
arXiv:2308.15219
[
preprint
]
Knactor: A State-Centric Rethink of Service Integration
Silvery Fu, Hong Zhang, Ryan Teoh, Taras Priadka, Sylvia Ratnasamy
arXiv:2309.01805
[
preprint
]
Human-Scale Computing: A Case for Progressive Narrow Waist for Internet Applications
Silvery Fu and Pratyush Das (co-first), Sylvia Ratnasamy
arXiv:2308.14928
[
preprint
]
DBNet: Leveraging DBMS for Network Automation
Rithvik Chuppala and Silvery Fu (co-first), Sylvia Ratnasamy
arXiv:2308.15780
[
preprint
]
Internet of Data Apps
From Internet of Things to Internet of Data Apps
Silvery Fu, Sylvia Ratnasamy
arXiv:2309.04546
[
preprint
]
Knactor: A State-Centric Rethink of Service Integration
Silvery Fu, Hong Zhang, Ryan Teoh, Taras Priadka, Sylvia Ratnasamy
arXiv:2309.01805
[
preprint
]
Human-Scale Computing: A Case for Progressive Narrow Waist for Internet Applications
Silvery Fu and Pratyush Das (co-first), Sylvia Ratnasamy
arXiv:2308.14928
[
preprint
]
Zed: Leveraging Data Types to Process Eclectic Data
Amy Ousterhout, Steve McCanne, Henri Dubois-Ferriere,
Silvery Fu, Sylvia Ratnasamy, Noah Treuhaft
CIDR 2023
[
paper |
slides |
code
]
The Internet of Things in a Laptop: Rapid Prototyping for
IoT Applications with Digibox
Silvery Fu, Hong Zhang, Sylvia Ratnasamy, Ion Stoica
ACM HotNets 2022
[
paper |
slides |
code
]
dSpace: Composable Abstractions for Smart Spaces
Silvery Fu, Sylvia Ratnasamy
ACM SOSP 2021
[
paper |
slides |
code
]
Last Mile Systems
Comverse: A Federative-by-Design Platform for Community Computing
Silvery Fu, Dylan Reimer, Siyuan Dong, Yifei Zhu, Sylvia Ratnasamy
arXiv:2308.15219
[
preprint
]
LOCA: A Location-Oblivious Cellular Architecture
Zhihong Luo, Silvery Fu, Natacha Crooks, Shaddi Hasan,
Christian Maciocco, Sylvia Ratnasamy, Scott Shenker
USENIX NSDI 2023
[
paper |
code
]
Democratizing Cellular Access with CellBricks
Zhihong Luo, Silvery Fu, Mark Theis, Shaddi Hasan, Sylvia Ratnasamy, Scott Shenker
ACM SIGCOMM 2021
[
paper |
slides |
code |
website
]
Cloud Native Computing
DBNet: Leveraging DBMS for Network Automation
Rithvik Chuppala and Silvery Fu (co-first), Sylvia Ratnasamy
arXiv:2308.15780
[
preprint
]
Out of Hand for Hardware? Within Reach for Software!
Zhihong Luo, Silvery Fu, Emmanuel Amaro, Amy Ousterhout,
Sylvia Ratnasamy, Scott Shenker
ACM HotOS 2023
[
paper
]
On the Use of ML for Blackbox System Performance Prediction
Silvery Fu, Saurabh Gupta, Radhika Mittal, Sylvia Ratnasamy
USENIX NSDI 2021
[
paper |
slides |
code
]
Fast and Efficient Container Startup at the Edge via Dependency Scheduling
Silvery Fu, Radhika Mittal, Lei Zhang, Sylvia Ratnasamy
USENIX HotEdge 2020
[
paper |
slides |
report |
code |
resource-stealing
]
Truthful Online Auction Toward Maximized Instance Utilization
in the Cloud
Yifei Zhu, Silvery Fu, Jiangchuan Liu, Yong Cui
IEEE/ACM Transactions on Networking 2018
[
paper |
code
]
Truthful Online Auction for Cloud Instance Subletting
Yifei Zhu, Silvery Fu, Jiangchuan Liu, Yong Cui
IEEE ICDCS 2017
[
paper |
slides |
code
]
HARV: Harnessing Hybrid Virtualization to Improve Instance (Re)Usage in Public Cloud
Silvery Fu, Yifei Zhu, Jiangchuan Liu
IEEE/ACM IWQoS 2017
[
paper |
slides |
code
]
Toward a Standard Interface for Cloud Providers: the Container as the Narrow Waist
Silvery Fu, Jiangchuan Liu, Xiaowen Chu, Yueming Hu
IEEE Internet Computing 2016
[
paper |
slides |
code
]
Multimedia Systems
Toward Fully Offloaded Cloud-based AR: Design, Implementation and Experience
Ryan Shea, Andy Sun, Silvery Fu, Jiangchuan Liu
ACM MMSys 2017
[
paper |
slides |
code
]
Live Broadcast with Community Interactions: Bottlenecks and Optimizations
Xiaoqiang Ma, Cong Zhang, Jiangchuan Liu, Ryan Shea, Di Fu
IEEE Transactions on Multimedia 2017
[
paper |
code
]
Multimedia Content Delivery with Network Function Virtualization: The Energy Perspective
Silvery Fu, Jiangchuan Liu, Wenwu Zhu
IEEE MultiMedia 2017
[
paper |
slides |
code
]
On Energy-efficient Offloading in Mobile Cloud for Real-time Video Applications
Lei Zhang, Di Fu, Jiangchuan Liu, Edith Cheuk-Han Ngai, Wenwu Zhu
IEEE TCSVT 2016
[
paper |
code
]
Toward Bridging Online Game Playing and Live Broadcasting: Design and Optimization
Ryan Shea, Di Fu, Jiangchuan Liu
ACM NOSSDAV 2015
[
paper |
slides |
code
]
Cloud gaming: Understanding the Support from Advanced Virtualization and Hardware
Ryan Shea, Di Fu, Jiangchuan Liu
IEEE TCSVT 2015
[
paper |
slides |
code
]
Rhizome: Utilizing the Public Cloud to Provide 3D Gaming Infrastructure
Ryan Shea, Di Fu, Jiangchuan Liu
ACM MMSys 2015
[
paper |
slides |
code
]