Tian Guo

Proceedings of the IEEE International Conference on Cloud Engineering, 2021

On the Future of Cloud Engineering.

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[DOI]

Proceedings of the IEEE International Conference on Cloud Engineering, 2021

Enabling Sustainable Clouds: The Case for Virtualizing the Energy System.

[BibT_eX]

[DOI]

Noman Bashir

Mohammad H. Hajiesmaili

Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

FiShNet: Fine-Grained Filter Sharing for Resource-Efficient Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Many Models at the Edge: Scaling Deep Inference via Model-Level Caching.

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[DOI]

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

2020

Demystifying the Placement Policies of the NVIDIA GPU Thread Block Scheduler for Concurrent Kernels.

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[DOI]

SIGMETRICS Perform. Evaluation Rev., 2020

QuRate: power-efficient mobile immersive video streaming.

[BibT_eX]

[DOI]

Viswanathan Swaminathan

Lisong Xu

Sheng Wei

Proceedings of the 11th ACM Multimedia Systems Conference, 2020

VVSec: Securing Volumetric Video Streaming via Benign Use of Adversarial Perturbation.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Grad: Learning for Overhead-aware Adaptive Video Streaming with Scalable Video Coding.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Recurrent Networks for Guided Multi-Attention Classification.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

DistStream: An Order-Aware Distributed Framework for Online-Offline Stream Clustering Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Characterizing and Modeling Distributed Training with Transient Cloud GPU Servers.

[BibT_eX]

[DOI]

Shijian Li

Robert J. Walls

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

MDINFERENCE: Balancing Inference Accuracy and Latency for Mobile Applications.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Cloud Engineering, 2020

PERSEUS: Characterizing Performance and Cost of Multi-Tenant Serving for CNN Models.

[BibT_eX]

[DOI]

Matthew LeMay

Shijian Li

Proceedings of the 2020 IEEE International Conference on Cloud Engineering, 2020

PointAR: Efficient Lighting Estimation for Mobile Augmented Reality.

[BibT_eX]

[DOI]

Yiqin Zhao

Proceedings of the Computer Vision - ECCV 2020, 2020

EPNet: Learning to Exit with Flexible Multi-Branch Network.

[BibT_eX]

[DOI]

Xin Dai

Xiangnan Kong

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

An Experimental Evaluation of Garbage Collectors on Big Data Applications.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Characterizing the Deep Neural Networks Inference Performance of Mobile Applications.

[BibT_eX]

[DOI]

CoRR, 2019

ModiPick: SLA-aware Accuracy Optimization For Mobile Deep Inference.

[BibT_eX]

[DOI]

CoRR, 2019

Confidential Deep Learning: Executing Proprietary Models on Untrusted Devices.

[BibT_eX]

[DOI]

CoRR, 2019

CloudCoaster: Transient-aware Bursty DatacenterWorkload Scheduling.

[BibT_eX]

[DOI]

CoRR, 2019

Challenges and Opportunities of DNN Model Execution Caching.

[BibT_eX]

[DOI]

Proceedings of the DIDL '19: Proceedings of the Workshop on Distributed Infrastructures for Deep Learning, 2019

Speeding up Deep Learning with Transient Servers.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Autonomic Computing, 2019

Virtual reality streaming at the edge: a power perspective: poster.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

EdgeServe: efficient deep learning model caching at the edge.

[BibT_eX]

[DOI]

Robert J. Walls

Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

2018

Managing Risk in a Derivative IaaS Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2018

Providing Geo-Elasticity in Geographically Distributed Clouds.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2018

Performance and Cost Considerations for Providing Geo-Elasticity in Database Clouds.

[BibT_eX]

[DOI]

ACM Trans. Auton. Adapt. Syst., 2018

Latency-aware virtual desktops optimization in distributed clouds.

[BibT_eX]

[DOI]

Multim. Syst., 2018

Cloud-Based or On-Device: An Empirical Study of Mobile Deep Inference.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Cloud Engineering, 2018

MODI: Mobile Deep Inference Made Efficient by Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the USENIX Workshop on Hot Topics in Edge Computing, 2018

2017

On the feasibility of cloud-based SDN controllers for residential networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks, 2017

2016

Analyzing the Efficiency of a Green University Data Center.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016

GeoScale: Providing Geo-Elasticity in Distributed Clouds.

[BibT_eX]

[DOI]

Hakan Hacigümüs

Proceedings of the 2016 IEEE International Conference on Cloud Engineering, 2016

Placement Strategies for Virtualized Network Functions in a NFaaS Cloud.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE Workshop on Hot Topics in Web Systems and Technologies, 2016

Flint: batch-interactive data-intensive processing on transient servers.

[BibT_eX]

[DOI]

Proceedings of the Eleventh European Conference on Computer Systems, 2016

2015

Model-Driven Geo-Elasticity in Database Clouds.

[BibT_eX]

[DOI]