Fan Zhang

Orcid: 0000-0002-5576-7271

Affiliations:
  • Massachusetts Institute of Technology, Kavli Institute for Astrophysics and Space Research, Cambridge, MA, USA
  • Chinese Academy of Science, Shenzhen Institute of Advanced Technology, China
  • Tsinghua University, Control Science and Computer Engineering, Beijing, China (PhD 2012)
  • Carnegie Mellon University, Cloud Computing Laboratory, Pittsburgh, PA, USA (2011 - 2013)


According to our database1, Fan Zhang authored at least 44 papers between 2008 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
Find Important Training Dataset by Observing the Training Sequence Similarity.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023

Selecting Distinctive-Variant Training Samples Base on Intra-class Similarity.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

2022
HCA Operator: A Hybrid Cloud Auto-scaling Tooling for Microservice Workloads.
Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

Mining Influential Training Data by Tracing Influence on Hard Validation Samples.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Finding Key Training Data by Calculating Influence Score.
Proceedings of the 6th International Conference on Computer Science and Application Engineering, 2022

2021
On Sample Based Explanation Methods for NLP: Efficiency, Faithfulness, and Semantic Evaluation.
CoRR, 2021

Real-Time Facial Expression Recognition Based on Edge Computing.
IEEE Access, 2021

Head Fusion: Improving the Accuracy and Robustness of Speech Emotion Recognition on the IEMOCAP and RAVDESS Dataset.
IEEE Access, 2021

Speech Emotion Recognition with Multiscale Area Attention and Data Augmentation.
Proceedings of the IEEE International Conference on Acoustics, 2021

On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Attention-based Hierarchical Convolution Neural Network for Fine-grained Crop Image Classification.
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

Improve Accuracy of Speech Emotion Recognition with Attention Head Fusion.
Proceedings of the 10th Annual Computing and Communication Workshop and Conference, 2020

2019
Empirical Discovery of Power-Law Distribution in MapReduce Scalability.
IEEE Trans. Cloud Comput., 2019

Quantifying cloud elasticity with container-based autoscaling.
Future Gener. Comput. Syst., 2019

Facial Expression Recognition Based on Edge Computing.
Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

Facial Expression Recognition Based on Facial Action Unit.
Proceedings of the Tenth International Green and Sustainable Computing Conference, 2019

2017
MacroServ: A Route Recommendation Service for Large-Scale Evacuations.
IEEE Trans. Serv. Comput., 2017

MobiContext: A Context-Aware Cloud-Based Venue Recommendation Framework.
IEEE Trans. Cloud Comput., 2017

Online Deceptive Product Review Detection Leveraging Word Embedding.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

A Smart Visual Analysis Solution for MOOC Data.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

Process Streaming Healthcare Data with Adaptive MapReduce Framework.
Proceedings of the Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017

2016
Skyline Discovery and Composition of Multi-Cloud Mashup Services.
IEEE Trans. Serv. Comput., 2016

On Elasticity Measurement in Cloud Computing.
Sci. Program., 2016

MapReduce-based fast fuzzy c-means algorithm for large-scale underwater image segmentation.
Future Gener. Comput. Syst., 2016

2015
Hadoop Recognition of Biomedical Named Entity Using Conditional Random Fields.
IEEE Trans. Parallel Distributed Syst., 2015

Adaptive Workflow Scheduling on Cloud Computing Platforms with IterativeOrdinal Optimization.
IEEE Trans. Cloud Comput., 2015

Maximizing reliability with energy conservation for parallel task scheduling in a heterogeneous cluster.
Inf. Sci., 2015

CloudFlow: A data-aware programming model for cloud workflow applications on modern HPC systems.
Future Gener. Comput. Syst., 2015

A task-level adaptive MapReduce framework for real-time streaming data in healthcare applications.
Future Gener. Comput. Syst., 2015

2014
Evolutionary Scheduling of Dynamic Multitasking Workloads for Big-Data Analytics in Elastic Cloud.
IEEE Trans. Emerg. Top. Comput., 2014

Multi-objective scheduling of many tasks in cloud platforms.
Future Gener. Comput. Syst., 2014

Performance Variations in Resource Scaling for MapReduce Applications on Private and Public Clouds.
Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

2013
Dataset Scaling and MapReduce Performance.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

ConMR: Concurrent MapReduce Programming Model for Large Scale Shared-Data Applications.
Proceedings of the 42nd International Conference on Parallel Processing, 2013

Cluster-Size Scaling and MapReduce Execution Times.
Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

2011
Provisioning Virtual Resources Adaptively in Elastic Compute Cloud Platforms.
Int. J. Web Serv. Res., 2011

Formal Verification of Temporal Properties for Reduced Overhead in Grid Scientific Workflows.
J. Comput. Sci. Technol., 2011

Redundant Virtual Machines Management in Virtualized Cloud Platform.
Int. J. Model. Simul. Sci. Comput., 2011

Adaptive Virtual Machine Provisioning in Elastic Multi-tier Cloud Platforms.
Proceedings of the Sixth International Conference on Networking, Architecture, and Storage, 2011

Ordinal Optimized Scheduling of Scientific Workflows in Elastic Compute Clouds.
Proceedings of the IEEE 3rd International Conference on Cloud Computing Technology and Science, 2011

2010
Cost estimation of Advance Reservations over Queued jobs: a Quantitative Study.
Int. J. Model. Simul. Sci. Comput., 2010

AMREF: An Adaptive MapReduce Framework for Real Time Applications.
Proceedings of the GCC 2010, 2010

2009
Fast Autotuning Configurations of Parameters in Distributed Computing Systems Using Ordinal Optimization.
Proceedings of the ICPPW 2009, 2009

2008
Qualification Evaluation in Virtual Organizations Based on Fuzzy Analytic Hierarchy Process.
Proceedings of the Seventh International Conference on Grid and Cooperative Computing, 2008


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