Qi Zhang

Affiliations:
  • Amazon Inc., USA
  • University of Toronto, Department of Electrical and Computer Engineering, Canada (former)
  • University of Waterloo, David. R. Cheriton School of Computer Science, ON, Canada (PhD)


According to our database1, Qi Zhang authored at least 37 papers between 2009 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
A Multi-Agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020
Succinct and Robust Multi-Agent Communication With Temporal Message Control.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Adaptive Distributed Convolutional Neural Network Inference at the Network Edge with ADCNN.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

2019
Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2017
TCAM space-efficient routing in a software defined network.
Comput. Networks, 2017

2016
Dynamic Resource Allocation for MapReduce with Partitioning Skew.
IEEE Trans. Computers, 2016

OPTIMA: On-Line Partitioning Skew Mitigation for MapReduce with Resource Adjustment.
J. Netw. Syst. Manag., 2016

ROUTE: run-time robust reducer workload estimation for MapReduce.
Int. J. Netw. Manag., 2016

Sector: TCAM Space Aware Routing on SDN.
Proceedings of the 28th International Teletraffic Congress, 2016

Automated anomaly detection and root cause analysis in virtualized cloud infrastructures.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

2015
Scalable Monitoring Analytics Architecture in Software-Defined Infrastructure.
EAI Endorsed Trans. Ubiquitous Environ., 2015

Routing Algorithms for Network Function Virtualization Enabled Multicast Topology on SDN.
IEEE Trans. Netw. Serv. Manag., 2015

PRISM: Fine-Grained Resource-Aware Scheduling for MapReduce.
IEEE Trans. Cloud Comput., 2015

Kaleidoscope: Real-time content delivery in software defined infrastructures.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

DREAMS: Dynamic resource allocation for MapReduce with data skew.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Aurora: Adaptive Block Replication in Distributed File Systems.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

Network Function Virtualization enabled multicast routing on SDN.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

MonArch: Monitoring and analytics in software defined infrastructures.
Proceedings of the 4th IEEE International Conference on Cloud Networking, 2015

2014
Dynamic Heterogeneity-Aware Resource Provisioning in the Cloud.
IEEE Trans. Cloud Comput., 2014

Dynamic workload management in heterogeneous Cloud computing environments.
Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

CQNCR: Optimal VM migration planning in cloud data centers.
Proceedings of the 2014 IFIP Networking Conference, Trondheim, 2014

Venice: Reliable virtual data center embedding in clouds.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

On satisfying green SLAs in distributed clouds.
Proceedings of the 10th International Conference on Network and Service Management, 2014

2013
Dynamic Service Placement in Geographically Distributed Clouds.
IEEE J. Sel. Areas Commun., 2013

Data Center Network Virtualization: A Survey.
IEEE Commun. Surv. Tutorials, 2013

VDC Planner: Dynamic migration-aware Virtual Data Center embedding for clouds.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Harmony: Dynamic Heterogeneity-Aware Resource Provisioning in the Cloud.
Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

Dynamic Controller Provisioning in Software Defined Networks.
Proceedings of the 9th International Conference on Network and Service Management, 2013

2012
On Cloud computational models and the heterogeneity challenge.
J. Internet Serv. Appl., 2012

Dynamic Service Placement in Geographically Distributed Clouds.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

Dynamic energy-aware capacity provisioning for cloud computing environments.
Proceedings of the 9th International Conference on Autonomic Computing, 2012

2011
Dynamic Resource Allocation for Spot Markets in Cloud Computing Environments.
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

Dynamic Resource Allocation for Spot Markets in Clouds.
Proceedings of the USENIX Workshop on Hot Topics in Management of Internet, 2011

Mitigating the negative impact of preemption on heterogeneous MapReduce workloads.
Proceedings of the 7th International Conference on Network and Service Management, 2011

2010
Cloud computing: state-of-the-art and research challenges.
J. Internet Serv. Appl., 2010

Dynamic Service Placement in Shared Service Hosting Infrastructures.
Proceedings of the NETWORKING 2010, 2010

2009
Toward Autonomic Networks: Knowledge Management and Self-Stabilization.
Proceedings of the Autonomic Computing and Networking, 2009


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