Peng Cheng

Orcid: 0000-0003-4014-4757

Affiliations:

Microsoft Research Asia, Beijing, China
Tsinghua University, Beijing, China (PhD 2015)

According to our database¹, Peng Cheng authored at least 58 papers between 2013 and 2024.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Automated Proof Generation for Rust Code via Self-Evolution.

[BibT_eX]

[DOI]

Md Rakib Hossain Misu

CoRR, 2024

Gradient-Mask Tuning Elevates the Upper Limits of LLM Performance.

[BibT_eX]

[DOI]

CoRR, 2024

Toward CXL-Native Memory Tiering via Device-Side Profiling.

[BibT_eX]

[DOI]

CoRR, 2024

Anubis: Towards Reliable Cloud AI Infrastructure via Proactive Validation.

[BibT_eX]

[DOI]

CoRR, 2024

SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation.

[BibT_eX]

[DOI]

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

SmartNIC-Enabled Live Migration for Storage-Optimized VMs.

[BibT_eX]

[DOI]

Natalie Enright Jerger

Derek Chiou

Peng Cheng

Yongqiang Xiong

Proceedings of the 15th ACM SIGOPS Asia-Pacific Workshop on Systems, 2024

2023

Meili: Enabling SmartNIC as a Service in the Cloud.

[BibT_eX]

[DOI]

CoRR, 2023

FP8-LM: Training FP8 Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search.

[BibT_eX]

[DOI]

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

Poster: Meili: Towards SmartNIC as a Service.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2023 Conference, 2023

ARK: GPU-driven Code Execution for Distributed Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Tutel: Adaptive Mixture-of-Experts at Scale.

[BibT_eX]

[DOI]

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

Query Processing on Gaming Consoles.

[BibT_eX]

[DOI]

Wei Cui

Qianxi Zhang

Spyros Blanas

Jesús Camacho-Rodríguez

Proceedings of the 19th International Workshop on Data Management on New Hardware, 2023

ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

Polaris: Enhancing CXL-based Memory Expanders with Memory-side Prefetching.

[BibT_eX]

[DOI]

Proceedings of the Advanced Parallel Processing Technologies, 2023

SegaNet: An Advanced IoT Cloud Gateway for Performant and Priority-Oriented Message Delivery.

[BibT_eX]

[DOI]

Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023

SlimeMold: Hardware Load Balancer at Scale in Datacenter.

[BibT_eX]

[DOI]

Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023

MINA: Auto-scale In-network Aggregation for Machine Learning Service.

[BibT_eX]

[DOI]

Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023

2022

NetKernel: Making Network Stack Part of the Virtualized Infrastructure.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2022

Moneo: Monitoring Fine-grained Metrics Nonintrusively in AI Infrastructure.

[BibT_eX]

[DOI]

ACM SIGOPS Oper. Syst. Rev., 2022

Tutel: Adaptive Mixture-of-Experts at Scale.

[BibT_eX]

[DOI]

CoRR, 2022

PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training.

[BibT_eX]

[DOI]

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

RuleCache: Accelerating Web Application Firewalls by On-line Learning Traffic Patterns.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2022

Moneo: Non-intrusive Fine-grained Monitor for AI Infrastructure.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

PipeDevice: a hardware-software co-design approach to intra-host container communication.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on emerging Networking EXperiments and Technologies, 2022

A Disaggregate Data Collecting Approach for Loss-Tolerant Applications.

[BibT_eX]

[DOI]

Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

OpenNetLab: Open Platform for RL-based Congestion Control for Real-Time Communications.

[BibT_eX]

[DOI]

Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

2021

CrossoverScheduler: Overlapping Multiple Distributed Training Applications in a Crossover Manner.

[BibT_eX]

[DOI]

CoRR, 2021

NFD: Using Behavior Models to Develop Cross-Platform Network Functions.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Enhanced control path for repeated TCP connections.

[BibT_eX]

[DOI]

Proceedings of the APSys '21: 12th ACM SIGOPS Asia-Pacific Workshop on Systems, 2021

Accelerating GNN training with locality-aware partial execution.

[BibT_eX]

[DOI]

Proceedings of the APSys '21: 12th ACM SIGOPS Asia-Pacific Workshop on Systems, 2021

Towards user-defined SLA in cloud flash storage.

[BibT_eX]

[DOI]

Proceedings of the APSys '21: 12th ACM SIGOPS Asia-Pacific Workshop on Systems, 2021

2020

Observing and Mitigating Micro-Burst Traffic in Data Center Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2020

Simulating Performance of ML Systems with Offline Profiling.

[BibT_eX]

[DOI]

CoRR, 2020

NetKernel: Making Network Stack Part of the Virtualized Infrastructure.

[BibT_eX]

[DOI]

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

2019

Tagger: Practical PFC Deadlock Prevention in Data Center Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2019

MP-RDMA: Enabling RDMA With Multi-Path Transport in Datacenters.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2019

BotGraph: Web Bot Detection Based on Sitemap.

[BibT_eX]

[DOI]

CoRR, 2019

NetKernel: Making Network Stack Part of the Virtualized Infrastructure.

[BibT_eX]

[DOI]

CoRR, 2019

Direct Universal Access: Making Data Center Resources Available to FPGA.

[BibT_eX]

[DOI]

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

DLBooster: Boosting End-to-End Deep Learning Workflows with Offloading Data Preprocessing Pipelines.

[BibT_eX]

[DOI]

Proceedings of the 48th International Conference on Parallel Processing, 2019

2018

FUSO: Fast Multi-Path Loss Recovery for Data Center Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

Multi-Path Transport for RDMA in Datacenters.

[BibT_eX]

[DOI]

Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

Micro-Burst in Data Centers: Observations, Analysis, and Mitigations.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE 26th International Conference on Network Protocols, 2018

2017

Performance analysis of randomized data fetching in cluster computing.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Network Stack as a Service in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM Workshop on Hot Topics in Networks, Palo Alto, CA, USA, 2017

The Feniks FPGA Operating System for Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the 8th Asia-Pacific Workshop on Systems, Mumbai, India, September 2, 2017, 2017

Memory Efficient Loss Recovery for Hardware-based Transport in Datacenter.

[BibT_eX]

[DOI]

Proceedings of the First Asia-Pacific Workshop on Networking, 2017

2016

Micro-burst in Data Centers: Observations, Implications, and Applications.

[BibT_eX]

[DOI]

CoRR, 2016

Fast and Cautious: Leveraging Multi-path Diversity for Transport Loss Recovery in Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 2016 USENIX Annual Technical Conference, 2016

ClickNP: Highly flexible and High-performance Network Processing with Reconfigurable Hardware.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Deadlocks in Datacenter Networks: Why Do They Form, and How to Avoid Them.

[BibT_eX]

[DOI]

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

TFC: token flow control in data center networks.

[BibT_eX]

[DOI]

Proceedings of the Eleventh European Conference on Computer Systems, 2016

2015

Slowing Little Quickens More: Improving DCTCP for Massive Concurrent Flows.

[BibT_eX]

[DOI]

Proceedings of the 44th International Conference on Parallel Processing, 2015

2014

Catch the Whole Lot in an Action: Rapid Precise Packet Loss Notification in Data Center.

[BibT_eX]

[DOI]

Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

2013

Ease the Queue Oscillation: Analysis and Enhancement of DCTCP.

[BibT_eX]

[DOI]

Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

Peng Cheng

Timeline

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