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NSDI 2023

96 papers

Exploring Practical Vulnerabilities of Machine Learning-based Wireless Systems

Zikun Liu, Changming Xu, Emerson Sie, Gagandeep Singh, Deepak Vasisht

RF-Chord: Towards Deployable RFID Localization System for Logistic Networks

Bo Liang, Purui Wang, Renjie Zhao, Heyu Guo, Pengyu Zhang

Channel-Aware 5G RAN Slicing with Customizable Schedulers

Yongzhou Chen, Ruihao Yao, Haitham Hassanieh, Radhika Mittal

Norma: Towards Practical Network Load Testing

Yanqing Chen, Bingchuan Tian, Chen Tian, Li Dai, Yu Zhou

Test Coverage for Network Configurations

Xieyang Xu, Weixin Deng, Ryan Beckett, Ratul Mahajan, David Walker

Push-Button Reliability Testing for Cloud-Backed Applications with Rainmaker

Yinfang Chen, Xudong Sun, Suman Nath, Ze Yang, Tianyin Xu

Building Flexible, Low-Cost Wireless Access Networks With Magma

Shaddi Hasan, Amar Padmanabhan, Bruce Davie, Jennifer Rexford, Ulas Kozat

mmWall: A Steerable, Transflective Metamaterial Surface for NextG mmWave Networks

Kun Woo Cho, Mohammad H. Mazaheri, Jeremy Gummeson, Omid Abari, Kyle Jamieson

LOCA: A Location-Oblivious Cellular Architecture

Zhihong Luo, Silvery Fu, Natacha Crooks, Shaddi Hasan, Christian Maciocco

CellDAM: User-Space, Rootless Detection and Mitigation for 5G Data Plane

Zhaowei Tan, Jinghao Zhao, Boyan Ding, Songwu Lu

Dashlet: Taming Swipe Uncertainty for Robust Short Video Streaming

Zhuqi Li, Yaxiong Xie, Ravi Netravali, Kyle Jamieson

DOTE: Rethinking (Predictive) WAN Traffic Engineering

Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache

NetPanel: Traffic Measurement of Exchange Online Service

Yu Chen, Liqun Li, Yu Kang, Boyang Zheng, Yehan Wang

Enhancing Global Network Monitoring with Magnifier

Tobias Bühler, Romain Jacob, Ingmar Poese, Laurent Vanbever

Doing More with Less: Orchestrating Serverless Applications without an Orchestrator

David H. Liu, Amit Levy, Shadi Noghabi, Sebastian Burckhardt

Disaggregating Stateful Network Functions

Deepak Bansal, Gerald DeGrace, Rishabh Tewari, Michal Zygmunt, James Grantham

LemonNFV: Consolidating Heterogeneous Network Functions at Line Speed

Hao Li, Yihan Dang, Guangda Sun, Guyue Liu, Danfeng Shan

Enabling High Quality Real-Time Communications with Adaptive Frame-Rate

Zili Meng, Tingfeng Wang, Yixin Shen, Bo Wang, Mingwei Xu

Nu: Achieving Microsecond-Scale Resource Fungibility with Logical Processes

Zhenyuan Ruan, Seo Jin Park, Marcos K. Aguilera, Adam Belay, Malte Schwarzkopf

Electrode: Accelerating Distributed Protocols with eBPF

Yang Zhou, Zezhou Wang, Sowmya Dharanipragada, Minlan Yu

Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays

Paras Jain, Sam Kumar, Sarah Wooders, Shishir G. Patil, Joseph E. Gonzalez

Acoustic Sensing and Communication Using Metasurface

Yongzhao Zhang, Yezhou Wang, Lanqing Yang, Mei Wang, Yi-Chao Chen

Augmenting Augmented Reality with Non-Line-of-Sight Perception

Tara Boroushaki, Maisy Lam, Laura Dodds, Aline Eid, Fadel Adib

RingLeader: Efficiently Offloading Intra-Server Orchestration to NICs

Jiaxin Lin, Adney Cardoza, Tarannum Khan, Yeonju Ro, Brent E. Stephens

Sketchovsky: Enabling Ensembles of Sketches on Programmable Switches

Hun Namkung, Zaoxing Liu, Daehyeok Kim, Vyas Sekar, Peter Steenkiste

A High-Speed Stateful Packet Processing Approach for Tbps Programmable Switches

Mariano Scazzariello, Tommaso Caiazzi, Hamid Ghasemirahni, Tom Barbette, Dejan Kostić

SlimWiFi: Ultra-Low-Power IoT Radio Architecture Enabled by Asymmetric Communication

Renjie Zhao, Kejia Wang, Kai Zheng, Xinyu Zhang, Vincent Leung

VeCare: Statistical Acoustic Sensing for Automotive In-Cabin Monitoring

Yi Zhang, Weiying Hou, Zheng Yang, Chenshu Wu

OpenLoRa: Validating LoRa Implementations through an Extensible and Open-sourced Framework

Manan Mishra, Daniel Koch, Muhammad Osama Shahid, Bhuvana Krishnaswamy, Krishna Chintalapudi

HALP: Heuristic Aided Learned Preference Eviction Policy for YouTube Content Delivery Network

Zhenyu Song, Kevin Chen, Νikhil Sarda, Deniz Altınbüken, Eugene Brevdo

CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation

Abdullah Alomar, Pouya Hamadanian, Arash Nasr-Esfahany, Anish Agarwal, Mohammad Alizadeh

SelfTune: Tuning Cluster Managers

Ajaykrishna Karthikeyan, Nagarajan Natarajan, Gagan Somashekar, lei zhao, Ranjita Bhagwan

On Modular Learning of Distributed Systems for Predicting End-to-End Latency

Chieh-Jan Mike Liang, Zilin Fang, Yuqing Xie, Fan Yang, Zhao Lucis Li

SECRECY: Secure collaborative analytics in untrusted clouds

John Liagouris, Vasiliki Kalavri, Muhammad Faisal, Mayank Varia

Fast, Approximate Vector Queries on Very Large Unstructured Datasets

Zili Zhang, Chao Jin, Linpeng Tang, Xuanzhe Liu, Xin Jin

Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge

Arthi Padmanabhan, Neil Agarwal, Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu

Tambur: Efficient loss recovery for videoconferencing via streaming codes

Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis

RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics

Mehrdad Khani, Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang, Ravi Netravali

Hamilton: A High-Performance Transaction Processor for Central Bank Digital Currencies

James Lovejoy, Madars Virza, Cory Fields, Kevin Karwaski, Anders Brownworth

Boomerang: Metadata-Private Messaging under Hardware Trust

Peipei Jiang, Qian Wang, Jianhao Cheng, Cong Wang, Lei Xu

Addax: A fast, private, and accountable ad exchange infrastructure

Ke Zhong, Yiping Ma, Yifeng Mao, Sebastian Angel

Better Together: Jointly Optimizing ML Collective Scheduling and Execution Planning using SYNDICATE

Kshiteej Mahajan, Ching-Hsiang Chu, Srinivas Sridharan, Aditya Akella

SHEPHERD: Serving DNNs in the Wild

Hong Zhang, Yupeng Tang, Anurag Khandelwal, Ion Stoica

ModelKeeper: Accelerating DNN Training via Automated Training Warmup

Fan Lai, Yinwei Dai, Harsha V. Madhyastha, Mosharaf Chowdhury

TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs

Weiyang Wang, Moein Khazraee, Zhizhen Zhong, Manya Ghobadi, Zhihao Jia

Protego: Overload Control for Applications with Unpredictable Lock Contention

Inho Cho, Ahmed Saeed, Seo Jin Park, Mohammad Alizadeh, Adam Belay

Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning

Pengfei Zheng, Rui Pan, Tarannum Khan, Shivaram Venkataraman, Aditya Akella

Scalable Tail Latency Estimation for Data Center Networks

Kevin Zhao, Prateesh Goyal, Mohammad Alizadeh, Thomas E. Anderson

Formal Methods for Network Performance Analysis

Mina Tahmasbi Arashloo, Ryan Beckett, Rachit Agarwal

Practical Intent-driven Routing Configuration Synthesis

Sivaramakrishnan Ramanathan, Ying Zhang, Mohab Gawish, Yogesh Mundada, Zhaodong Wang

Synthesizing Runtime Programmable Switch Updates

Yiming Qiu, Ryan Beckett, Ang Chen

TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches

Aashaka Shah, Vijay Chidambaram, Meghan Cowan, Saeed Maleki, Madan Musuvathi

xBGP: Faster Innovation in Routing Protocols

Thomas Wirtgen, Tom Rousseaux, Quentin De Coninck, Nicolas Rybowski, Randy Bush

Enabling Users to Control their Internet

Ammar Tahir, Radhika Mittal

RHINE: Robust and High-performance Internet Naming with E2E Authenticity

Huayi Duan, Rubén Fischer, Jie Lou, Si Liu, David Basin

OneWAN is better than two: Unifying a split WAN architecture

Umesh Krishnaswamy, Rachee Singh, Paul Mattes, Paul-Andre C Bissonnette, Nikolaj Bjørner

Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs

John Thorpe, Pengzhan Zhao, Jonathan Eyolfson, Yifan Qiao, Zhihao Jia

Invisinets: Removing Networking from Cloud Networks

Sarah McClure, Zeke Medley, Deepak Bansal, Karthick Jayaraman, Ashok Narayanan

Unlocking unallocated cloud capacity for long, uninterruptible workloads

Anup Agarwal, Shadi Noghabi, Íñigo Goiri, Srinivasan Seshan, Anirudh Badam

SkyPilot: An Intercloud Broker for Sky Computing

Zongheng Yang, Zhanghao Wu, Michael Luo, Wei-Lin Chiang, Romil Bhardwaj

DChannel: Accelerating Mobile Applications With Parallel High-bandwidth and Low-latency Channels

William Sentosa, Balakrishnan Chandrasekaran, P. Brighten Godfrey, Haitham Hassanieh, Bruce Maggs

Scalable Distributed Massive MIMO Baseband Processing

Junzhi Gong, Anuj Kalia, Minlan Yu

RF-Bouncer: A Programmable Dual-band Metasurface for Sub-6 Wireless Networks

Xinyi Li, Chao Feng, Xiaojing Wang, Yangfan Zhang, Yaxiong Xie

Waverunner: An Elegant Approach to Hardware Acceleration of State Machine Replication

Mohammadreza Alimadadi, Hieu Mai, Shenghsun Cho, Michael Ferdman, Peter Milder

DiSh: Dynamic Shell-Script Distribution

Tammam Mustafa, Konstantinos Kallas, Pratyush Das, Nikos Vasilakis

The Benefit of Hindsight: Tracing Edge-Cases in Distributed Systems

Lei Zhang, Zhiqiang Xie, Vaastav Anand, Ymir Vigfusson, Jonathan Mace

Hydra: Serialization-Free Network Ordering for Strongly Consistent Distributed Applications

Inho Choi, Ellis Michael, Yunfan Li, Dan R. K. Ports, Jialin Li

Rearchitecting the TCP Stack for I/O-Offloaded Content Delivery

Taehyun Kim, Deondre Martin Ng, Junzhi Gong, Youngjin Kwon, Minlan Yu

Poseidon: Efficient, Robust, and Practical Datacenter CC via Deployable INT

Weitao Wang, Masoud Moshref, Yuliang Li, Gautam Kumar, T. S. Eugene Ng

Understanding the impact of host networking elements on traffic bursts

Erfan Sharafzadeh, Sepehr Abdous, Soudeh Ghorbani

Bolt: Sub-RTT Congestion Control for Ultra-Low Latency

Serhat Arslan, Yuliang Li, Gautam Kumar, Nandita Dukkipati

Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory

Chenxi Wang, Yifan Qiao, Haoran Ma, Shi Liu, Yiying Zhang

Remote Procedure Call as a Managed System Service

Jingrong Chen, Yongji Wu, Shihan Lin, Yechen Xu, Xinhao Kong

BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing

Tianfeng Liu, Yangrui Chen, Dan Li, Chuan Wu, Yibo Zhu

ARK: GPU-driven Code Execution for Distributed Deep Learning

Changho Hwang, Kyoungsoo Park, Ran Shu, Xinyuan Qu, Peng CHENG

Transparent GPU Sharing in Container Clouds for Deep Learning Workloads

Bingyang Wu, Zili Zhang, Zhihao Bai, Xuanzhe Liu, Xin Jin

Empowering Azure Storage with RDMA

Wei Bai, Shanim Sainul Abdeen, Ankit Agrawal, Krishan Kumar Attre, Paramvir Bahl

Understanding RDMA Microarchitecture Resources for Performance Isolation

Xinhao Kong, Jingrong Chen, Wei Bai, Yechen Xu, Mahmoud Elhaddad

Hostping: Diagnosing Intra-host Network Bottlenecks in RDMA Servers

Kefei Liu, Zhuo Jiang, Jiao Zhang, Haoran Wei, Xiaolong Zhong

SRNIC: A Scalable Architecture for RDMA NICs

Zilong Wang, Layong Luo, Qingsong Ning, Chaoliang Zeng, Wenxue Li