Ming Zhao

Orcid: 0000-0001-9531-4464

Affiliations:
  • Arizona State University, Tempe, AZ, USA
  • Florida International University, Miami, FL, USA


According to our database1, Ming Zhao authored at least 73 papers between 2004 and 2023.

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

Timeline

Legend:

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Bibliography

2023
Generative Adversarial Network (GAN)-Based Autonomous Penetration Testing for Web Applications.
Sensors, September, 2023

GPU-enabled Function-as-a-Service for Machine Learning Inference.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

When Edge Meets FaaS: Opportunities and Challenges.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

AdaCache: A Disaggregated Cache System with Adaptive Block Size for Cloud Block Storage.
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022
Enabling Deep Learning on Edge Devices through Filter Pruning and Knowledge Transfer.
CoRR, 2022

Performance Evaluation on CXL-enabled Hybrid Memory Pool.
Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2022

Exploring Edge Machine Learning-based Stress Prediction using Wearable Devices.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021
Toward Multi-FPGA Acceleration of the Neural Networks.
ACM J. Emerg. Technol. Comput. Syst., 2021

SecureFL: Privacy Preserving Federated Learning with SGX and TrustZone.
Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

Learning Cache Replacement with CACHEUS.
Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021

Characterizing Loop Acceleration in Heterogeneous Computing.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020
EdgeBench: A Workflow-based Benchmark for Edge Computing.
CoRR, 2020

COWCache: effective flash caching for Copy-on-Write virtual disks.
Clust. Comput., 2020

2019
Selected Results of the Workshop on Data Storage Research 2025.
login Usenix Mag., 2019

Write Deduplication and Hash Mode Encryption for Secure Nonvolatile Main Memory.
IEEE Micro, 2019

Evaluating Docker storage performance: from workloads to graph drivers.
Clust. Comput., 2019

SmartDedup: Optimizing Deduplication for Resource-constrained Devices.
Proceedings of the 2019 USENIX Annual Technical Conference, 2019

A Foundation for Automated Placement of Data.
Proceedings of the IEEE/ACM Fourth International Parallel Data Systems Workshop, 2019

KnowledgeNet: Disaggregated and Distributed Training and Serving of Deep Neural Networks.
Proceedings of the 2019 USENIX Conference on Operational Machine Learning, 2019

vPFS+: Managing I/O Performance for Diverse HPC Applications.
Proceedings of the 35th Symposium on Mass Storage Systems and Technologies, 2019

Exploring the Use of Synthetic Gradients for Distributed Deep Learning across Cloud and Edge Resources.
Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019

Exploring the capabilities of mobile devices in supporting deep learning.
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

2018
Improving the Performance and Endurance of Encrypted Non-Volatile Main Memory through Deduplicating Writes.
Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

Cross-Layer Optimization for Virtual Machine Resource Management.
Proceedings of the 2018 IEEE International Conference on Cloud Engineering, 2018

Are Existing Knowledge Transfer Techniques Effective For Deep Learning on Edge Devices?
Proceedings of the Poster Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018

Locality-driven MRC Construction and Cache Allocation.
Proceedings of the Poster Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018

Driving Cache Replacement with ML-based LeCaR.
Proceedings of the 10th USENIX Workshop on Hot Topics in Storage and File Systems, 2018

Are FPGAs Suitable for Edge Computing?
Proceedings of the USENIX Workshop on Hot Topics in Edge Computing, 2018

RTVirt: enabling time-sensitive computing on virtualized systems through cross-layer CPU scheduling.
Proceedings of the Thirteenth EuroSys Conference, 2018

Are Existing Knowledge Transfer Techniques Effective for Deep Learning with Edge Devices?
Proceedings of the 2018 IEEE International Conference on Edge Computing, 2018

2017
TCASM: An asynchronous shared memory interface for high-performance application composition.
Parallel Comput., 2017

In Search of the Ideal Storage Configuration for Docker Containers.
Proceedings of the 2nd IEEE International Workshops on Foundations and Applications of Self* Systems, 2017

Kaleido: Enabling Efficient Scientific Data Processing on Big-Data Systems.
Proceedings of the 2017 International Conference on Networking, Architecture, and Storage, 2017

2016
Efficient execution of the WRF model and other HPC applications in the cloud.
Earth Sci. Informatics, 2016

IBIS: Interposed Big-data I/O Scheduler.
Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

CacheDedup: In-line Deduplication for Flash Caching.
Proceedings of the 14th USENIX Conference on File and Storage Technologies, 2016

CloudCache: On-demand Flash Cache Management for Cloud Computing.
Proceedings of the 14th USENIX Conference on File and Storage Technologies, 2016

2015
QoS-Driven Cloud Resource Management through Fuzzy Model Predictive Control.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Revenue Driven Resource Allocation for Virtualized Data Centers.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Enabling scientific data storage and processing on big-data systems.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
v-TerraFly: large scale distributed spatial data visualization with autonomic resource management.
J. Big Data, 2014

Client-side Flash Caching for Cloud Systems.
Proceedings of the International Conference on Systems and Storage, 2014

BigCache for big-data systems.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Enabling composite applications through an asynchronous shared memory interface.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
On the design and implementation of a simulator for parallel file system research.
Proceedings of the IEEE 29th Symposium on Mass Storage Systems and Technologies, 2013

Massive GIS Database System with Autonomic Resource Management.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

IBIS: interposed big-data I/O scheduler.
Proceedings of the 22nd International Symposium on High-Performance Parallel and Distributed Computing, 2013

Two-level Throughput and Latency IO Control for Parallel File Systems.
Proceedings of the 8th International Workshop on Feedback Computing, 2013

Write policies for host-side flash caches.
Proceedings of the 11th USENIX conference on File and Storage Technologies, 2013

2012
Modeling virtualized applications using machine learning techniques.
Proceedings of the 8th International Conference on Virtual Execution Environments, 2012

vPFS: Bandwidth virtualization of parallel storage systems.
Proceedings of the IEEE 28th Symposium on Mass Storage Systems and Technologies, 2012

Application-aware cross-layer virtual machine resource management.
Proceedings of the 9th International Conference on Autonomic Computing, 2012

2011
Using Lightweight Virtual Machines to Run High Performance Computing Applications: The Case of the Weather Research and Forecasting Model.
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

Towards Scalable Application Checkpointing with Parallel File System Delegation.
Proceedings of the Sixth International Conference on Networking, Architecture, and Storage, 2011

Fuzzy Modeling Based Resource Management for Virtualized Database Systems.
Proceedings of the MASCOTS 2011, 2011

Adaptive virtual resource management with fuzzy model predictive control.
Proceedings of the 8th International Conference on Autonomic Computing, 2011

2010
Model-driven network emulation with virtual time machine.
Proceedings of the 2010 Winter Simulation Conference, 2010

Application performance modeling in a virtualized environment.
Proceedings of the 16th International Conference on High-Performance Computer Architecture (HPCA-16 2010), 2010

2009
Cooperative Autonomic Management in Dynamic Distributed Systems.
Proceedings of the Stabilization, 2009

Experimental study of large-scale computing on virtualized resources.
Proceedings of the 3rd International Workshop on Virtualization Technologies in Distributed Computing, 2009

2008
Autonomic resource management in virtualized data centers using fuzzy logic-based approaches.
Clust. Comput., 2008

2007
A user-level secure grid file system.
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007

Experimental study of virtual machine migration in support of reservation of cluster resources.
Proceedings of the 2nd International Workshop on Virtualization Technology in Distributed Computing, 2007

Towards Real-Time Distributed Signal Modeling for Brain-Machine Interfaces.
Proceedings of the Computational Science, 2007

On the Use of Fuzzy Modeling in Virtualized Data Center Management.
Proceedings of the Fourth International Conference on Autonomic Computing (ICAC'07), 2007

2006
Distributed File System Virtualization Techniques Supporting On-Demand Virtual Machine Environments for Grid Computing.
Clust. Comput., 2006

Application-Tailored Cache Consistency for Wide-Area File Systems.
Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006

Towards Autonomic Grid Data Management with Virtualized Distributed File Systems.
Proceedings of the 3rd International Conference on Autonomic Computing, 2006

2005
From virtualized resources to virtual computing grids: the In-VIGO system.
Future Gener. Comput. Syst., 2005

Supporting application-tailored grid file system sessions with WSRF-based services.
Proceedings of the 14th IEEE International Symposium on High Performance Distributed Computing, 2005

On the Use of Virtualization and Service Technologies to Enable Grid-Computing.
Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005

2004
Distributed File System Support for Virtual Machines in Grid Computing.
Proceedings of the 13th International Symposium on High-Performance Distributed Computing (HPDC-13 2004), 2004

Support for Data-Intensive, Variable-Granularity Grid Applications via Distributed File System Virtualization - A Case Study of Light Scattering Spectroscopy.
Proceedings of the 2nd International Workshop on Challenges of Large Applications in Distributed Environments, 2004


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