Shanjiang Tang

Orcid: 0000-0001-9533-9899

According to our database1, Shanjiang Tang authored at least 56 papers between 2009 and 2024.

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Bibliography

2024
Fast and accurate novelty detection for large surveillance video.
CCF Trans. High Perform. Comput., April, 2024

Editorial for the special issue on heterogenous computing.
CCF Trans. High Perform. Comput., April, 2024

Fairness-Efficiency Scheduling for Pay-as-You-Go Shared Caching Systems With Long-Term Fairness Guarantees.
IEEE Trans. Serv. Comput., 2024

Joint optimization of application placement and resource allocation for enhanced performance in heterogeneous multi-server systems.
Comput. Networks, 2024

Accuracy-Efficiency Optimization for Multi-Stage Small Object Detection in Surveillance Video with Collaborative Frame Sampling.
Proceedings of the IEEE International Conference on Cluster Computing, 2024

2023
HEGrid: A high efficient multi-channel radio astronomical data gridding framework in heterogeneous computing environments.
Future Gener. Comput. Syst., 2023

A Survey on Spark Ecosystem: Big Data Processing Infrastructure, Machine Learning, and Applications (Extended abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
A Survey on Spark Ecosystem: Big Data Processing Infrastructure, Machine Learning, and Applications.
IEEE Trans. Knowl. Data Eng., 2022

Fairness-Efficiency Scheduling for Cloud Computing With Soft Fairness Guarantees.
IEEE Trans. Cloud Comput., 2022

Reinforcement Learning-Based Resource Partitioning for Improving Responsiveness in Cloud Gaming.
IEEE Trans. Computers, 2022

A method for efficient radio astronomical data gridding on multi-core vector processor.
Parallel Comput., 2022

Long-Term Fairness Scheduler for Pay-as-You-Use Cache Sharing Systems.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

EasyNUSC: An Efficient Heterogeneous Computing Framework for Non-uniform Sampling Two-Dimensional Convolution Applications.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

2021
A survey on machine learning based light curve analysis for variable astronomical sources.
WIREs Data Mining Knowl. Discov., 2021

HGP4CNN: an efficient parallelization framework for training convolutional neural networks on modern GPUs.
J. Supercomput., 2021

EDL-COVID: Ensemble Deep Learning for COVID-19 Case Detection From Chest X-Ray Images.
IEEE Trans. Ind. Informatics, 2021

Astro-TS3: Time-series Subimage Search Engine for archived astronomical data.
Astron. Comput., 2021

DVQShare: An Analytics System for DNN-based Video Queries.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020
A redistribution tool for long-term archive of astronomical observation data.
Astron. Comput., 2020

Balancing Fairness and Efficiency for Cache Sharing in Semi-external Memory System.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

Deep Learning Assisted Resource Partitioning for Improving Performance on Commodity Servers.
Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019
An Adaptive Efficiency-Fairness Meta-Scheduler for Data-Intensive Computing.
IEEE Trans. Serv. Comput., 2019

ASW: Accelerating Smith-Waterman Algorithm on Coupled CPU-GPU Architecture.
Int. J. Parallel Program., 2019

Themis: Efficient and Adaptive Resource Partitioning for Reducing Response Delay in Cloud Gaming.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

HDF5-Based I/O Optimization for Extragalactic HI Data Pipeline of FAST.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2019

GAugur: Quantifying Performance Interference of Colocated Games for Improving Resource Utilization in Cloud Gaming.
Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019

Dynamic Scheduling of EDA Scientific Workflows in Hybrid Computing Environments.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018
Fair Resource Allocation for Data-Intensive Computing in the Cloud.
IEEE Trans. Serv. Comput., 2018

Long-Term Multi-Resource Fairness for Pay-as-you Use Computing Systems.
IEEE Trans. Parallel Distributed Syst., 2018

A Survey on Spark Ecosystem for Big Data Processing.
CoRR, 2018

QKnober: A Knob-Based Fairness-Efficiency Scheduler for Cloud Computing with QoS Guarantees.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

GLP4NN: A Convergence-invariant and Network-agnostic Light-weight Parallelization Framework for Deep Neural Networks on Modern GPUs.
Proceedings of the 47th International Conference on Parallel Processing, 2018

GpDL: A Spatially Aggregated Data Layout for Long-Term Astronomical Observation Archive.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

Correction to: An Efficient Retrieval Method for Astronomical Catalog Time Series Data.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

An Efficient Retrieval Method for Astronomical Catalog Time Series Data.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

GAIDR: An Efficient Time Series Subsets Retrieval Method for Geo-Distributed Astronomical Data.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

2017
Gait Rhythm Fluctuation Analysis for Neurodegenerative Diseases by Empirical Mode Decomposition.
IEEE Trans. Biomed. Eng., 2017

CMSA: a heterogeneous CPU/GPU computing system for multiple similar RNA/DNA sequence alignment.
BMC Bioinform., 2017

MCS-B: An Energy Efficient Storage System for Astronomical Observation Data Based on Logical Block Replacement Strategy.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Flexible Light Curves Generation System for Astronomical Catalogs.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

2016
Dynamic Job Ordering and Slot Configurations for MapReduce Workloads.
IEEE Trans. Serv. Comput., 2016

A general and fast distributed system for large-scale dynamic programming applications.
Parallel Comput., 2016

Performance Modeling and Analysis for Critical Section Contention in Parallel Codes.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Elastic multi-resource fairness: balancing fairness and efficiency in coupled CPU-GPU architectures.
Proceedings of the International Conference for High Performance Computing, 2016

2015
Optimization techniques on job scheduling and resource allocation for MapReduce system
PhD thesis, 2015

Gemini: An Adaptive Performance-Fairness Scheduler for Data-Intensive Cluster Computing.
Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

2014
DynamicMR: A Dynamic Slot Allocation Optimization Framework for MapReduce Clusters.
IEEE Trans. Cloud Comput., 2014

Long-term resource fairness: towards economic fairness on pay-as-you-use computing systems.
Proceedings of the 2014 International Conference on Supercomputing, 2014

Towards Economic Fairness for Big Data Processing in Pay-as-You-Go Cloud Computing.
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

2013
EasyHPS: A Multilevel Hybrid Parallel System for Dynamic Programming.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

MROrder: Flexible Job Ordering Optimization for Online MapReduce Workloads.
Proceedings of the Euro-Par 2013 Parallel Processing, 2013

Dynamic slot allocation technique for MapReduce clusters.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

2012
EasyPDP: An Efficient Parallel Dynamic Programming Runtime System for Computational Biology.
IEEE Trans. Parallel Distributed Syst., 2012

Adaptive Data Refinement for Parallel Dynamic Programming Applications.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Speedup for Multi-Level Parallel Computing.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2009
A Visual Model-Driven Rapid Development Toolsuite for Parallel Applications.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009


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