Selected Publications

@inproceedings{conf/sigmod/NegiIMAKFJ21,

title = {Steering Query Optimizers: A Practical Take on Big Data Workloads.},

author = {Parimarjan Negi and Matteo Interlandi and Ryan Marcus and Mohammad Alizadeh and Tim Kraska and Marc T. Friedman and Alekh Jindal},

year  = {2021},

date = {2021-01-01},

booktitle = {SIGMOD Conference},

pages = {2557-2569},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sp/LiMCNWS21,

title = {ARBITRAR: User-Guided API Misuse Detection.},

author = {Ziyang Li and Aravind Machiry and Binghong Chen and Mayur Naik and Ke Wang and Le Song},

year  = {2021},

date = {2021-01-01},

booktitle = {SP},

pages = {1400-1415},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/ccs/VasilakisSNKKDP21,

title = {Preventing Dynamic Library Compromise on Node.js via RWX-Based Privilege Reduction.},

author = {Nikos Vasilakis and Cristian-Alexandru Staicu and Grigoris Ntousakis and Konstantinos Kallas and Ben Karel and André DeHon and Michael Pradel},

year  = {2021},

date = {2021-01-01},

booktitle = {CCS},

pages = {1821-1838},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/ccs/BeamsKA21,

title = {Packet Scheduling with Optional Client Privacy.},

author = {Andrew Beams and Sampath Kannan and Sebastian Angel},

year  = {2021},

date = {2021-01-01},

booktitle = {CCS},

pages = {3415-3430},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/uss/LehmkuhlMSP21,

title = {Muse: Secure Inference Resilient to Malicious Clients.},

author = {Ryan Lehmkuhl and Pratyush Mishra and Akshayaram Srinivasan and Raluca Ada Popa},

year  = {2021},

date = {2021-01-01},

booktitle = {USENIX Security Symposium},

pages = {2201-2218},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sosp/RothNMZAH21,

title = {Mycelium: Large-Scale Distributed Graph Queries with Differential Privacy.},

author = {Edo Roth and Karan Newatia and Yiping Ma and Ke Zhong and Sebastian Angel and Andreas Haeberlen},

year  = {2021},

date = {2021-01-01},

booktitle = {SOSP},

pages = {327-343},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sosp/DemoulinFPKLPZ21,

title = {When Idling is Ideal: Optimizing Tail-Latency for Heavy-Tailed Datacenter Workloads with Perséphone.},

author = {Henri Maxime Demoulin and Joshua Fried and Isaac Pedisich and Marios Kogias and Boon Thau Loo and Linh Thi Xuan Phan and Irene Zhang},

year  = {2021},

date = {2021-01-01},

booktitle = {SOSP},

pages = {621-637},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/osdi/LiZZ0XA021,

title = {Bringing Decentralized Search to Decentralized Services.},

author = {Mingyu Li and Jinhao Zhu and Tianxu Zhang and Cheng Tan and Yubin Xia and Sebastian Angel and Haibo Chen},

year  = {2021},

date = {2021-01-01},

booktitle = {OSDI},

pages = {331-347},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/osdi/WangFLL00D21,

title = {GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs.},

author = {Yuke Wang and Boyuan Feng and Gushu Li and Shuangchen Li and Lei Deng and Yuan Xie and Yufei Ding},

year  = {2021},

date = {2021-01-01},

booktitle = {OSDI},

pages = {515-531},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sigcomm/0001NKYSL21,

title = {MimicNet: fast performance estimates for data center networks with machine learning.},

author = {Qizhen Zhang and Kelvin K. W. Ng and Charles W. Kazer and Shen Yan and João Sedoc and Vincent Liu},

year  = {2021},

date = {2021-01-01},

booktitle = {SIGCOMM},

pages = {287-304},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/nsdi/SultanaSGPHSBDL21,

title = {Flightplan: Dataplane Disaggregation and Placement for P4 Programs.},

author = {Nik Sultana and John Sonchack and Hans Giesen and Isaac Pedisich and Zhaoyang Han and Nishanth Shyamkumar and Shivani Burad and André DeHon and Boon Thau Loo},

year  = {2021},

date = {2021-01-01},

booktitle = {NSDI},

pages = {571-592},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/isca/ZhaL21,

title = {Hetero-ViTAL: A Virtualization Stack for Heterogeneous FPGA Clusters.},

author = {Yue Zha and Jing Li},

year  = {2021},

date = {2021-01-01},

booktitle = {ISCA},

pages = {470-483},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/isca/LiSJ21,

title = {Software-Hardware Co-Optimization for Computational Chemistry on Superconducting Quantum Processors.},

author = {Gushu Li and Yunong Shi and Ali Javadi-Abhari},

year  = {2021},

date = {2021-01-01},

booktitle = {ISCA},

pages = {832-845},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/isca/KhanZSDPLK21,

title = {Ripple: Profile-Guided Instruction Cache Replacement for Data Center Applications.},

author = {Tanvir Ahmed Khan and Dexin Zhang and Akshitha Sriraman and Joseph Devietti and Gilles Pokam and Heiner Litz and Baris Kasikci},

year  = {2021},

date = {2021-01-01},

booktitle = {ISCA},

pages = {734-747},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/micro/KhanBSS0DSPLK21,

title = {Twig: Profile-Guided BTB Prefetching for Data Center Applications.},

author = {Tanvir Ahmed Khan and Nathan Brown and Akshitha Sriraman and Niranjan K. Soundararajan and Rakesh Kumar and Joseph Devietti and Sreenivas Subramoney and Gilles A. Pokam and Heiner Litz and Baris Kasikci},

year  = {2021},

date = {2021-01-01},

booktitle = {MICRO},

pages = {816-829},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/asplos/Zha021,

title = {When application-specific ISA meets FPGAs: a multi-layer virtualization framework for heterogeneous cloud FPGAs.},

author = {Yue Zha and Jing Li},

year  = {2021},

date = {2021-01-01},

booktitle = {ASPLOS},

pages = {123-134},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sigmod/ZhangI20,

title = {Finding Related Tables in Data Lakes for Interactive Data Science.},

author = {Yi Zhang and Zachary G. Ives},

year  = {2020},

date = {2020-01-01},

booktitle = {SIGMOD Conference},

pages = {1951-1966},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sigmod/WuTD20,

title = {PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models.},

author = {Yinjun Wu and Val Tannen and Susan B. Davidson},

year  = {2020},

date = {2020-01-01},

booktitle = {SIGMOD Conference},

pages = {447-462},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sp/AngelKR20,

title = {Private resource allocators and their applications.},

author = {Sebastian Angel and Sampath Kannan and Zachary B. Ratliff},

year  = {2020},

date = {2020-01-01},

booktitle = {SP},

pages = {372-391},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sp/BoweC0MMW20,

title = {ZEXE: Enabling Decentralized Private Computation.},

author = {Sean Bowe and Alessandro Chiesa and Matthew Green and Ian Miers and Pratyush Mishra and Howard Wu},

year  = {2020},

date = {2020-01-01},

booktitle = {SP},

pages = {947-964},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/uss/MishraLSZP20,

title = {Delphi: A Cryptographic Inference Service for Neural Networks.},

author = {Pratyush Mishra and Ryan Lehmkuhl and Akshayaram Srinivasan and Wenting Zheng and Raluca Ada Popa},

year  = {2020},

date = {2020-01-01},

booktitle = {USENIX Security Symposium},

pages = {2505-2522},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/osdi/ZhangCCAL20,

title = {Fault-tolerant and transactional stateful serverless workflows.},

author = {Haoran Zhang and Adney Cardoza and Peter Baile Chen and Sebastian Angel and Vincent Liu},

year  = {2020},

date = {2020-01-01},

booktitle = {OSDI},

pages = {1187-1204},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/osdi/RothZHP20,

title = {Orchard: Differentially Private Analytics at Scale.},

author = {Edo Roth and Hengchu Zhang and Andreas Haeberlen and Benjamin C. Pierce},

year  = {2020},

date = {2020-01-01},

booktitle = {OSDI},

pages = {1065-1081},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/osdi/YaseenABCL20,

title = {Aragog: Scalable Runtime Verification of Shardable Networked Systems.},

author = {Nofel Yaseen and Behnaz Arzani and Ryan Beckett and Selim Ciraci and Vincent Liu},

year  = {2020},

date = {2020-01-01},

booktitle = {OSDI},

pages = {701-718},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sigcomm/YuSL20,

title = {Mantis: Reactive Programmable Switches.},

author = {Liangcheng Yu and John Sonchack and Vincent Liu},

year  = {2020},

date = {2020-01-01},

booktitle = {SIGCOMM},

pages = {296-309},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sigcomm/GaoYMFLBAWLMYA20,

title = {Scouts: Improving the Diagnosis Process Through Domain-customized Incident Routing.},

author = {Jiaqi Gao and Nofel Yaseen and Robert MacDavid and Felipe Vieira Frujeri and Vincent Liu and Ricardo Bianchini and Ramaswamy Aditya and Xiaohang Wang and Henry Lee and David A. Maltz and Minlan Yu and Behnaz Arzani},

year  = {2020},

date = {2020-01-01},

booktitle = {SIGCOMM},

pages = {253-269},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/nsdi/YaseenSL20,

title = {tpprof: A Network Traffic Pattern Profiler.},

author = {Nofel Yaseen and John Sonchack and Vincent Liu},

year  = {2020},

date = {2020-01-01},

booktitle = {NSDI},

pages = {1015-1030},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/isca/ZhaL20,

title = {Hyper-Ap: Enhancing Associative Processing Through A Full-Stack Optimization.},

author = {Yue Zha and Jing Li},

year  = {2020},

date = {2020-01-01},

booktitle = {ISCA},

pages = {846-859},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/micro/KhanSDPLK20,

title = {I-SPY: Context-Driven Conditional Instruction Prefetching with Coalescing.},

author = {Tanvir Ahmed Khan and Akshitha Sriraman and Joseph Devietti and Gilles Pokam and Heiner Litz and Baris Kasikci},

year  = {2020},

date = {2020-01-01},

booktitle = {MICRO},

pages = {146-159},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/micro/ChouNCISDRA20,

title = {Deterministic Atomic Buffering.},

author = {Yuan-Hsi Chou and Christopher Ng and Shaylin Cattell and Jeremy Intan and Matthew D. Sinclair and Joseph Devietti and Timothy G. Rogers and Tor M. Aamodt},

year  = {2020},

date = {2020-01-01},

booktitle = {MICRO},

pages = {981-995},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/asplos/LeijaSSWRND20,

title = {Reproducible Containers.},

author = {Omar S. Navarro Leija and Kelly Shiptoski and Ryan G. Scott and Baojun Wang and Nicholas Renner and Ryan R. Newton and Joseph Devietti},

year  = {2020},

date = {2020-01-01},

booktitle = {ASPLOS},

pages = {167-182},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/asplos/LiD020,

title = {Towards Efficient Superconducting Quantum Processor Architecture Design.},

author = {Gushu Li and Yufei Ding and Yuan Xie},

year  = {2020},

date = {2020-01-01},

booktitle = {ASPLOS},

pages = {1031-1045},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/asplos/DeLozierLPD20,

title = {Hurdle: Securing Jump Instructions Against Code Reuse Attacks.},

author = {Christian DeLozier and Kavya Lakshminarayanan and Gilles Pokam and Joseph Devietti},

year  = {2020},

date = {2020-01-01},

booktitle = {ASPLOS},

pages = {653-666},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/asplos/ZhaL20,

title = {Virtualizing FPGAs in the Cloud.},

author = {Yue Zha and Jing Li},

year  = {2020},

date = {2020-01-01},

booktitle = {ASPLOS},

pages = {845-858},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sigmod/ZhangACACLL19,

title = {Optimizing Declarative Graph Queries at Large Scale.},

author = {Qizhen Zhang and Akash Acharya and Hongzhi Chen and Simran Arora and Ang Chen and Vincent Liu and Boon Thau Loo},

year  = {2019},

date = {2019-01-01},

booktitle = {SIGMOD Conference},

pages = {1411-1428},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sigmod/DingDM0CN19,

title = {AI Meets AI: Leveraging Query Executions to Improve Index Recommendations.},

author = {Bailu Ding and Sudipto Das and Ryan Marcus and Wentao Wu and Surajit Chaudhuri and Vivek R. Narasayya},

year  = {2019},

date = {2019-01-01},

booktitle = {SIGMOD Conference},

pages = {1241-1258},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sp/HastingsHNZ19,

title = {SoK: General Purpose Compilers for Secure Multi-Party Computation.},

author = {Marcella Hastings and Brett Hemenway and Daniel Noble and Steve Zdancewic},

year  = {2019},

date = {2019-01-01},

booktitle = {IEEE Symposium on Security and Privacy},

pages = {1220-1237},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/sosp/RothNFH19,

title = {Honeycrisp: large-scale differentially private aggregation without a trusted core.},

author = {Edo Roth and Daniel Noble and Brett Hemenway Falk and Andreas Haeberlen},

year  = {2019},

date = {2019-01-01},

booktitle = {SOSP},

pages = {196-210},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/nsdi/WuCP19,

title = {Zeno: Diagnosing Performance Problems with Temporal Provenance.},

author = {Yang Wu and Ang Chen and Linh Thi Xuan Phan},

year  = {2019},

date = {2019-01-01},

booktitle = {NSDI},

pages = {395-420},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/micro/HuangJRHL19,

title = {DynaSprint: Microarchitectural Sprints with Dynamic Utility and Thermal Management.},

author = {Ziqiang Huang and José A. Joao and Alejandro Rico and Andrew D. Hilton and Benjamin C. Lee},

year  = {2019},

date = {2019-01-01},

booktitle = {MICRO},

pages = {426-439},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{conf/asplos/MerrifieldRDE19,

title = {Lazy Determinism for Faster Deterministic Multithreading.},

author = {Timothy Merrifield and Sepideh Roghanchi and Joseph Devietti and Jakob Eriksson},

year  = {2019},

date = {2019-01-01},

booktitle = {ASPLOS},

pages = {879-891},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}