Danyang Zhuo

Orcid: 0000-0002-0611-3941

According to our database1, Danyang Zhuo authored at least 57 papers between 2014 and 2024.

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Bibliography

2024
Conveyor: Efficient Tool-aware LLM Serving with Tool Partial Execution.
CoRR, 2024

Adaptive Skeleton Graph Decoding.
CoRR, 2024

Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native.
CoRR, 2024

Curator: Efficient Indexing for Multi-Tenant Vector Databases.
CoRR, 2024

Fairness in Serving Large Language Models.
CoRR, 2024

Harmonic: Hardware-assisted RDMA Performance Isolation for Public Clouds.
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Punica: Multi-Tenant LoRA Serving.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Enoki: High Velocity Linux Kernel Scheduler Development.
Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023
RDMA Congestion Control: It Is Only for the Compliant.
IEEE Micro, 2023

Agile Development of Linux Schedulers with Ekiben.
CoRR, 2023

Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis.
CoRR, 2023

Remote Direct Memory Introspection.
Proceedings of the 32nd USENIX Security Symposium, 2023

Understanding RDMA Microarchitecture Resources for Performance Isolation.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Remote Procedure Call as a Managed System Service.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards a Manageable Intra-Host Network.
Proceedings of the 19th Workshop on Hot Topics in Operating Systems, 2023

Application Defined Networks.
Proceedings of the 22nd ACM Workshop on Hot Topics in Networks, 2023

Dissecting Overheads of Service Mesh Sidecars.
Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

An Online and Unified Algorithm for Projection Matrix Vector Multiplication with Application to Empirical Risk Minimization.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures.
Proc. VLDB Endow., 2022

Differentially Oblivious Relational Database Operators.
Proc. VLDB Endow., 2022

Adore: Differentially Oblivious Relational Database Operators.
CoRR, 2022

A Faster k-means++ Algorithm.
CoRR, 2022

Training Overparametrized Neural Networks in Sublinear Time.
CoRR, 2022

Dynamic Maintenance of Kernel Density Estimation Data Structure: From Practice to Theory.
CoRR, 2022

Sublinear Time Algorithm for Online Weighted Bipartite Matching.
CoRR, 2022

Dissecting Service Mesh Overheads.
CoRR, 2022

Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning.
CoRR, 2022

Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning.
Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022

Collie: Finding Performance Anomalies in RDMA Subsystems.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

NetHint: White-Box Networking for Multi-Tenant Data Centers.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations.
Proceedings of the IEEE International Conference on Big Data, 2022

Fast Graph Neural Tangent Kernel via Kronecker Sketching.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Rearchitecting In-Memory Object Stores for Low Latency.
Proc. VLDB Endow., 2021

Differentially Oblivious Database Joins: Overcoming the Worst-Case Curse of Fully Oblivious Algorithms.
IACR Cryptol. ePrint Arch., 2021

Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems.
Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models.
Proceedings of the 38th International Conference on Machine Learning, 2021

On InstaHide, Phase Retrieval, and Sparse Matrix Factorization.
Proceedings of the 9th International Conference on Learning Representations, 2021

An incremental path towards a safer OS kernel.
Proceedings of the HotOS '21: Workshop on Hot Topics in Operating Systems, 2021

High Velocity Kernel File Systems with Bento.
Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021

2020
InstaHide's Sample Complexity When Mixing Two Private Images.
CoRR, 2020

On InstaHide, Phase Retrieval, and Sparse Matrix Factorization.
CoRR, 2020

High Velocity Kernel File Systems with Bento.
CoRR, 2020

Hoplite: Efficient Collective Communication for Task-Based Distributed Systems.
CoRR, 2020

Gallium: Automated Software Middlebox Offloading to Programmable Switches.
Proceedings of the SIGCOMM '20: Proceedings of the 2020 Annual conference of the ACM Special Interest Group on Data Communication on the applications, 2020

Ansor: Generating High-Performance Tensor Programs for Deep Learning.
Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Automated Verification of Customizable Middlebox Properties with Gravel.
Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

2019
Practical, Efficient, and Reliable Data Center Communication.
PhD thesis, 2019

Slim: OS Kernel Support for a Low-Overhead Container Overlay Network.
Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Practical Safe Linux Kernel Extensibility.
Proceedings of the Workshop on Hot Topics in Operating Systems, 2019

2018
Volur: Concurrent Edge/Core Route Control in Data Center Networks.
CoRR, 2018

2017
Understanding and Mitigating Packet Corruption in Data Center Networks.
Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

RAIL: A Case for Redundant Arrays of Inexpensive Links in Data Center Networks.
Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

2016
Canaries in the Network.
Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

Rack-level Congestion Control.
Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

2015
Subways: a case for redundant, inexpensive data center edge links.
Proceedings of the 11th ACM Conference on Emerging Networking Experiments and Technologies, 2015

2014
Machine fault tolerance for reliable datacenter systems.
Proceedings of the Asia-Pacific Workshop on Systems, 2014


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