Zheng Cao

Orcid: 0000-0002-1565-3683

According to our database¹, Zheng Cao authored at least 63 papers between 2005 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Kspeed: Beating I/O Bottlenecks of Data Provisioning for RDMA Training Clusters.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Network Protocols, 2024

2023

Flor: An Open High Performance RDMA Framework Over Heterogeneous RNICs.

[BibT_eX]

[DOI]

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

More Than Capacity: Performance-oriented Evolution of Pangu in Alibaba.

[BibT_eX]

[DOI]

Proceedings of the 21st USENIX Conference on File and Storage Technologies, 2023

Fisc: A Large-scale Cloud-native-oriented File System.

[BibT_eX]

[DOI]

Proceedings of the 21st USENIX Conference on File and Storage Technologies, 2023

2022

Lamda: The Last Mile of the Datacenter Network Does matter.

[BibT_eX]

[DOI]

CoRR, 2022

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections.

[BibT_eX]

[DOI]

CoRR, 2022

Libra: In-network Gradient Aggregation for Speeding up Distributed Sparse Deep Training.

[BibT_eX]

[DOI]

CoRR, 2022

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A New Optoelectronic Hybrid Network Based on Scheduling Optimization of Optical Links.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2021

ACCL: Architecting Highly Scalable Distributed Training Systems With Highly Efficient Collective Communication Library.

[BibT_eX]

[DOI]

IEEE Micro, 2021

SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing.

[BibT_eX]

[DOI]

CoRR, 2021

Achieving Human Parity on Visual Question Answering.

[BibT_eX]

[DOI]

CoRR, 2021

When Cloud Storage Meets RDMA.

[BibT_eX]

[DOI]

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

Reducing BERT Computation by Padding Removal and Curriculum Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

AIBench Training: Balanced Industry-Standard AI Training Benchmarking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

AIBench Scenario: Scenario-Distilling AI Benchmarking.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

2020

AIBench: Scenario-distilling AI Benchmarking.

[BibT_eX]

[DOI]

CoRR, 2020

AIBench: An Industry Standard AI Benchmark Suite from Internet Services.

[BibT_eX]

[DOI]

CoRR, 2020

AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite.

[BibT_eX]

[DOI]

CoRR, 2020

CETUS: Towards Proportional Capacity Provisioning and Cost-Effectiveness in Frontend Servers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2020

Dissecting the Communication Latency in Distributed Deep Sparse Learning.

[BibT_eX]

[DOI]

Proceedings of the IMC '20: ACM Internet Measurement Conference, 2020

EFLOPS: Algorithm and System Co-Design for a High Performance Distributed Training Platform.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

DWT: Decoupled Workload Tracing for Data Centers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

2019

AIBench: An Industry Standard Internet Service AI Benchmark Suite.

[BibT_eX]

[DOI]

CoRR, 2019

Priority-Based PCIe Scheduling for Multi-Tenant Multi-GPU Systems.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2019

HPCC: high precision congestion control.

[BibT_eX]

[DOI]

Proceedings of the ACM Special Interest Group on Data Communication, 2019

Anomaly Analysis and Diagnosis for Co-located Datacenter Workloads in the Alibaba Cluster.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

2018

Anomaly Analysis for Co-located Datacenter Workloads in the Alibaba Cluster.

[BibT_eX]

[DOI]

CoRR, 2018

BigDataBench: A Dwarf-based Big Data and AI Benchmark Suite.

[BibT_eX]

[DOI]

CoRR, 2018

AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking.

[BibT_eX]

[DOI]

Proceedings of the Benchmarking, Measuring, and Optimizing, 2018

2017

HyperFatTree: A Large-Scale Tree-Based Network with Low-Radix Switches.

[BibT_eX]

[DOI]

Int. J. Parallel Program., 2017

Regional Congestion Mitigation in Lossless Datacenter Networks.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, 2017

Regional Congestion Control in Datacenter Networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Fast and Hitless Topology Management of AWGR-Based Optical Networking for Data Centers.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Optical Communication, 2017

2016

Experimental demonstration of heterogeneous cross stratum broker for scientific applications.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Modeling Traffic of Big Data Platform for Large Scale Datacenter Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

2015

Hi-LION: Hierarchical Large-Scale Interconnection Optical Network With AWGRs [Invited].

[BibT_eX]

[DOI]

Zheng Cao

Roberto Proietti

S. J. Ben Yoo

JOCN, 2015

PROP: Using PCIe-Based RDMA to Accelerate Rack-Scale Communications in Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

2014

Decentralized NIC-Switching Architecture Using SR-IOV PCI Express Network Device.

[BibT_eX]

[DOI]

IEEE Micro, 2014

An Intra-Server Interconnect Fabric for Heterogeneous Computing.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2014

Scalable and distributed optical interconnect architecture based on AWGR for HPC and data centers.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

HiNetSim: A Parallel Simulator for Large-Scale Hierarchical Direct Networks.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, 2014

Building a large-scale direct network with low-radix routers.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

A novel SDN enabled hybrid optical packet/circuit switched data centre network: The LIGHTNESS approach.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Networks and Communications, 2014

Demonstration of scalable, flat, and high-throughput data center architecture based on arrayed waveguide grating routers.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Optical Communication, 2014

Experimental demonstration of dynamic flexible bandwidth optical data center network with all-to-all interconnectivity.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Optical Communication, 2014

Accelerating synchronization communications for high-density blade enclosure.

[BibT_eX]

[DOI]

Proceedings of the Computing Frontiers Conference, CF'14, 2014

2013

cHPP controller: A High Performance Hyper-node Hardware Accelerator.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Parallel and Distributed Computing, 2013

Accelerating Allreduce Operation: A Switch-Based Solution.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

2012

Design of Hardware-Based Communication Performance Measurement Tool.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

2011

Design of HPC Node with Heterogeneous Processors.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011

2010

HPP controller: a system controller for high performance computing.

[BibT_eX]

[DOI]

Frontiers Comput. Sci. China, 2010

HPP Controller: A System Controller Dedicated for Message Passing.

[BibT_eX]

[DOI]

Proceedings of the 2010 International Conference on Parallel and Distributed Computing, 2010

Adding an Expressway to Accelerate the Neighborhood Communication.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

2009

SimK: A Large-Scale Parallel Simulation Engine.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2009

HPPNetSim: a parallel simulation of large-scale interconnection networks.

[BibT_eX]

[DOI]

Proceedings of the 2009 Spring Simulation Multiconference, SpringSim 2009, 2009

2008

Design and Evaluation of Optical Bus in High Performance Computer.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference for Young Computer Scientists, 2008

HPP Switch: A Novel High Performance Switch for HPC.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual IEEE Symposium on High Performance Interconnects (HOTI 2008), 2008

2005

A Reconfigurable Optical Interconnect System for DSAG.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Parallel and Distributed Computing, 2005

Zheng Cao

Timeline

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