Web image retrieval using self-organizing feature map. - Qishi Wu; S. Sitharama Iyengar; Mengxia Zhu (J. Assoc. Inf. Sci. Technol., 2001)

Distributed adaptation methods for wireless sensor networks. - Richard R. Brooks; Matthew Pirretti; Mengxia Zhu; S. Sitharama Iyengar (GLOBECOM, 2003)

Computational andNetworking Problemsin Distributed Sensor Networks. - Qishi Wu; Nageswara S. V. Rao; Richard R. Brooks; S. Sitharama Iyengar; Mengxia Zhu (Handbook of Sensor Networks, 2004)

Adaptive visualization pipeline decomposition and mapping onto computer networks. - Mengxia Zhu; Qishi Wu; Nageswara S. V. Rao; S. Sitharama Iyengar (ICIG, 2004)

Aspect-oriented design of sensor networks. - Richard R. Brooks; Mengxia Zhu; Jacob Lamb; S. Sitharama Iyengar (J. Parallel Distributed Comput., 2004)

On optimal mapping of visualization pipeline onto linear arrangement of network nodes. - Mengxia Zhu; Qishi Wu; Nageswara S. V. Rao; S. Sitharama Iyengar (Visualization and Data Analysis, 2005)

CHEETAH: circuit-switched high-speed end-to-end transport architecture testbed. - Xuan Zheng; Malathi Veeraraghavan; Nageswara S. V. Rao; Qishi Wu; Mengxia Zhu (IEEE Commun. Mag., 2005)

A New Approach to Identify Functional Modules Using Random Matrix Theory. - Mengxia Zhu; Qishi Wu; Yunfeng Yang; Jizhong Zhou (CIBCB, 2006)

System Design for On-Line Distributed Computational Visualization and Steering. - Qishi Wu; Mengxia Zhu; Nageswara S. V. Rao (Edutainment, 2006)

A Scalable Framework for Distributed Virtual Reality Using Heterogeneous Processors. - Qishi Wu; Jinzhu Gao; Mengxia Zhu (ICAT, 2006)

Using The Soybean Genome Database (SoyGD) To Display and Analyze a 1 Gbp Genome Sequence. - David A. Lightfoot; Mengxia Michelle Zhu (BIBE, 2007)

Biostatistical Considerations of the Use of Genomic DNA Reference in Microarrays. - Yunfeng Yang; Michelle M. Zhu; Liyou Wu; Jizhong Zhou (BIBE, 2007)

A Computational Approach to Understand Arabidopsis thaliana and Soybean Resistance to Fusarium solani (Fsg). - Jiazheng Yuan; Mengxia Zhu; M. Javed Iqbal; Jack Y. Yang; David A. Lightfoot (BIBE, 2007)

A Parallel Computing Approach to Decipher Transcription Network for Large-scale Microarray Datasets. - Mengxia Zhu; Qishi Wu (BIOCOMP, 2007)

Optimal pipeline decomposition and adaptive network mapping to support distributed remote visualization. - Mengxia Zhu; Qishi Wu; Nageswara S. V. Rao; S. Sitharama Iyengar (J. Parallel Distributed Comput., 2007)

A Distributed System for Parallel Simulations. - Mengxia Zhu; Nanda K. Yadav (GLOBECOM, 2008)

Optimizing network performance of computing pipelines in distributed environments. - Qishi Wu; Yi Gu; Mengxia Zhu; Nageswara S. V. Rao (IPDPS, 2008)

Computational monitoring and steering using network-optimized visualization and Ajax web server. - Mengxia Zhu; Qishi Wu; Nageswara S. V. Rao (IPDPS, 2008)

Efficient pipeline configuration in distributed heterogeneous computing environments. - Yi Gu; Qishi Wu; Mengxia Zhu; Nageswara S. V. Rao (PODC, 2008)

Self-Adaptive Configuration of Visualization Pipeline Over Wide-Area Networks. - Qishi Wu; Jinzhu Gao; Mengxia Zhu; Nageswara S. V. Rao; Jian Huang 007; S. Sitharama Iyengar (IEEE Trans. Computers, 2008)

Parallel Sequence Alignments Using Graphics Processing Unit. - Jintai He; Mengxia Zhu; Michael S. Wainer (BIOCOMP, 2009)

A parallel approach toward correlation measurement for gene pairs with time-lagging expression behaviours. - Xiaopeng (Leon) Cao; Mengxia Zhu (Int. J. Comput. Biol. Drug Des., 2009)

Complexity Analysis of Pipeline Mapping Problems in Distributed Heterogeneous Networks. - Yi Gu; Qishi Wu; Mengxia Zhu; Nageswara S. V. Rao (Int. J. Distributed Sens. Networks, 2009)

Advance Bandwidth Scheduling Algorithms in Dedicated Networks. - Yunyue Lin; Qishi Wu; Nageswara S. V. Rao; Mengxia Zhu (Int. J. Distributed Sens. Networks, 2009)

Comparison of Petri Net and Finite State Machine Discrete Event Control of Distributed Surveillance Networks. - Mengxia Zhu; Richard R. Brooks (Int. J. Distributed Sens. Networks, 2009)

Pipelining parallel image compositing and delivery for efficient remote visualization. - Qishi Wu; Jinzhu Gao; Zizhong Chen; Mengxia Zhu (J. Parallel Distributed Comput., 2009)

Integration of sensing and computing in an intelligent decision support system for homeland security defense. - Qishi Wu; Mengxia Zhu; Nageswara S. V. Rao (Pervasive Mob. Comput., 2009)

Automation and management of scientific workflows in distributed network environments. - Qishi Wu; Mengxia Zhu; Xukang Lu; Patrick Brown 002; Yunyue Lin; Yi Gu; Fei Cao; Michael A. Reuter (IPDPS Workshops, 2010)

A parallel approach to multiple sequences alignment and phylogenetic tree node labelling. - Jingjing Wang; Mengxia Zhu (Int. J. Comput. Biol. Drug Des., 2010)

Fusion of threshold rules for target detection in wireless sensor networks. - Mengxia Zhu; Song Ding; Qishi Wu; Richard R. Brooks; Nageswara S. V. Rao; S. Sitharama Iyengar (ACM Trans. Sens. Networks, 2010)

System Design and Algorithmic Development for Computational Steering in Distributed Environments. - Qishi Wu; Mengxia Zhu; Yi Gu; Nageswara S. V. Rao (IEEE Trans. Parallel Distributed Syst., 2010)

A Fault-Tolerant Workflow Mapping Algorithm under End-to-End Delay Constraint. - Fei Cao; Mengxia Zhu (HPCC, 2011)

GPU Accelerated Microarray Data Analysis Using Random Matrix Theory. - Joey Ingram; Mengxia Zhu (HPCC, 2011)

A Hybrid Mapping and Scheduling Algorithm for Distributed Workflow Applications in a Heterogeneous Computing Environment. - Mengxia Zhu; Fei Cao; Jia Mi (IDC, 2011)

A distributed workflow management system with case study of real-life scientific applications. - Qishi Wu; Mengxia Zhu; Yi Gu; Xukang Lu; Patrick Brown 002; Michael A. Reuter; Stephen D. Miller (IPCCC, 2011)

An Interactive Learning and Assessment System for Simulation-based Science Education Using Cloud Computing Technology. - Mengxia Michelle Zhu; Frackson Mumba (DMS, 2012)

Exploring the optimal strategy for large-scale data movement in high-performance networks. - Patrick Brown 002; Mengxia Michelle Zhu; Qishi Wu; Daqing Yun; Jason Zurawski (IPCCC, 2012)

A cost-effective scheduling algorithm for scientific workflows in clouds. - Mengxia Michelle Zhu; Qishi Wu; Yang Zhao (IPCCC, 2012)

On bandwidth reservation for optimal resource utilization in high-performance networks. - Poonam Dharam; Qishi Wu; Mengxia Zhu (LCN, 2012)

Modeling and optimizing transport-support workflows in high-performance networks. - Daqing Yun; Qishi Wu; Patrick Brown 002; Mengxia Zhu (LCN, 2012)

CuteCloud: putting "Credit Union" cloud computing into practice. - Dunren Che; Mengxia Zhu; Jason Fairfield; Mustafa Ibrahim Khaleel (RACS, 2012)

A Workflow-Based Network Advisor for Data Movement with End-to-End Performance Optimization. - Patrick Brown 002; Mengxia Zhu; Qishi Wu; Daqing Yun; Jason Zurawski (SC Companion, 2012)

A Distributed Workflow Management System with Case Study of Real-life Scientific Applications on Grids. - Qishi Wu; Mengxia Zhu; Yi Gu; Patrick Brown 002; Xukang Lu; Wuyin Lin; Yangang Liu (J. Grid Comput., 2012)

Parallel spatiotemporal autocorrelation and visualization system for large-scale remotely sensed images. - Mengxia Zhu; Guangxing Wang; Tonny J. Oyana (J. Supercomput., 2012)

Energy-Aware Workflow Job Scheduling for Green Clouds. - Fei Cao; Michelle M. Zhu (GreenCom/iThings/CPScom, 2013)

On Fixed-Path Variable-Bandwidth Scheduling in High-Performance Networks. - Liudong Zuo; Mustafa Ibrahim Khaleel; Michelle M. Zhu; Chase Qishi Wu (GreenCom/iThings/CPScom, 2013)

Energy Efficient Workflow Job Scheduling for Green Cloud. - Fei Cao; Mengxia Michelle Zhu (IPDPS Workshops, 2013)

Toward Flexible and Fast Routing Strategies for Dynamic Network Provisioning. - Liudong Zuo; Mengxia Michelle Zhu (IPDPS Workshops, 2013)

Distributed Workflow Scheduling Under Throughput and Budget Constraints in Grid Environments. - Fei Cao; Mengxia Michelle Zhu; Dabin Ding (JSSPP, 2013)

Scheduling data processing flows under budget constraint on the cloud. - Fei Cao; Dabin Ding; Dunren Che; Mengxia Michelle Zhu; Wen-Chi Hou (RACS, 2013)

CS2: a new database synopsis for query estimation. - Feng Yu 002; Wen-Chi Hou; Cheng Luo; Dunren Che; Mengxia Zhu (SIGMOD Conference, 2013)

Budget Constrained Dataflow Scheduling for Minimized Completion Time on the Cloud. - Dabin Ding; Fei Cao; Dunren Che; Michelle M. Zhu; Wen-Chi Hou (Int. J. Comput. Their Appl., 2013)

A Cooperative Game Theory-based Approach for Energy-Aware Job Scheduling in Cloud. - Mustafa Ibrahim Khaleel; Saad Alqithami; Michelle M. Zhu; Dunren Che; Wen-Chi Hou (Int. J. Comput. Their Appl., 2013)

Distributed workflow mapping algorithm for maximized reliability under end-to-end delay constraint. - Fei Cao; Mengxia Michelle Zhu (J. Supercomput., 2013)

Energy-Efficient Resource Management for Scientific Workflows in Clouds. - Fei Cao; Michelle M. Zhu; Chase Q. Wu (SERVICES, 2014)

High-Throughput Scientific Workflow Scheduling under Deadline Constraint in Clouds. - Michelle M. Zhu; Fei Cao; Chase Q. Wu (J. Commun., 2014)

An Innovative Energy-Aware Cloud Task Scheduling Framework. - Abdulrahman Alahmadi; Dunren Che; Mustafa Ibrahim Khaleel; Michelle M. Zhu; Parisa Ghodous (CLOUD, 2015)

Energy-Aware Job Management Approaches for Workflow in Cloud. - Mustafa Ibrahim Khaleel; Michelle M. Zhu (CLUSTER, 2015)

Concurrent bandwidth scheduling for big data transfer over a dedicated channel. - Liudong Zuo; Michelle M. Zhu; Chase Q. Wu (Int. J. Commun. Networks Distributed Syst., 2015)

Decentralised hybrid workflow scheduling algorithm for minimum end-to-end delay in heterogeneous computing environment. - Fei Cao; Mengxia Michelle Zhu (Int. J. High Perform. Comput. Netw., 2015)

Fast and Efficient Bandwidth Reservation Algorithms for Dynamic Network Provisioning. - Liudong Zuo; Mengxia Michelle Zhu; Chase Qishi Wu (J. Netw. Syst. Manag., 2015)

Concurrent Bandwidth Reservation Strategies for Big Data Transfers in High-Performance Networks. - Liudong Zuo; Michelle M. Zhu (IEEE Trans. Netw. Serv. Manag., 2015)

Bandwidth provision strategies for reliable data movements in dedicated networks. - Liudong Zuo; Mengxia Michelle Zhu (IEEE BigData, 2016)

Improved Scheduling Algorithms for Single-Path Multiple Bandwidth Reservation Requests. - Liudong Zuo; Mengxia Michelle Zhu (Trustcom/BigDataSE/ISPA, 2016)

Energy-efficient task scheduling and consolidation algorithm for workflow jobs in cloud. - Mustafa Ibrahim Khaleel; Michelle M. Zhu (Int. J. Comput. Sci. Eng., 2016)

Fault-tolerant bandwidth reservation strategies for data transfers in high-performance networks. - Liudong Zuo; Michelle M. Zhu; Chase Q. Wu; Jason Zurawski (Comput. Networks, 2017)

Transport-Support Workflow Composition and Optimization for Big Data Movement in High-Performance Networks. - Daqing Yun; Chase Q. Wu; Michelle M. Zhu (IEEE Trans. Parallel Distributed Syst., 2017)

Intelligent Bandwidth Reservation for Big Data Transfer in High-Performance Networks. - Liudong Zuo; Michelle M. Zhu; Chase Q. Wu; Aiqin Hou (ICC, 2018)

Bandwidth Scheduling for Big Data Transfer with Deadline Constraint between Data Centers. - Aiqin Hou; Chase Q. Wu; Dingyi Fang; Liudong Zuo; Michelle M. Zhu; Xiaoyang Zhang; Ruimin Qiao; Xiaoyan Yin 001 (INDIS@SC, 2018)

Bandwidth Reservation Strategies for Scheduling Maximization in Dedicated Networks. - Liudong Zuo; Michelle M. Zhu; Chase Q. Wu (IEEE Trans. Netw. Serv. Manag., 2018)

Bandwidth Reservation for Data Transfers through Multiple Disjoint Paths of Dynamic HPNs. - Liudong Zuo; Michelle M. Zhu; Chase Q. Wu; Aiqin Hou; Lei Cao (HPCC/SmartCity/DSS, 2019)

EduPar Posters. - Deepak Aggarwal; Fei Cao; Harish Charan; Debzani Deb; Dabin Ding; Toby Dragon; Muztaba Fuad; Prashant Kumar; Hemant Joshi; Anthony Moore; Justin Shi; Michelle M. Zhu; et al. (IPDPS Workshops, 2019)

Co-Scheduling of Advance and Immediate Bandwidth Reservations for Inter-Data Center Transfer. - Aiqin Hou; Chase Q. Wu; Liudong Zuo; Dawei Quan; Yangyang Li; Michelle M. Zhu; Qiang Duan; Dingyi Fang (INDIS@SC, 2019)

Introducing fundamental computer science concepts through game design. - Fei Cao; Dabin Ding; Michelle M. Zhu (J. Comput. Sci. Coll., 2019)

Optimizing Trade-Off Between Cost and Performance of Data Transfers Using Bandwidth Reservation in Dedicated Networks. - Liudong Zuo; Michelle M. Zhu; Chia-Han Chang (J. Netw. Syst. Manag., 2019)

InterNet: Multistep Traffic Forecasting by Interacting Spatial and Temporal Features. - Yilian Xin; Dezhuang Miao; Mengxia Zhu; Cheqing Jin; Xuesong Lu (CIKM, 2020)

Minimize Cost of Data Transfers Using Bandwidth Reservation on FPVB Paths of Dynamic HPNs. - Liudong Zuo; Michelle M. Zhu (ICNC, 2020)

Deep Knowledge Tracing with Convolutions. - Shanghui Yang; Mengxia Zhu; Jingyang Hou; Xuesong Lu (CoRR, 2020)

QoS provisioning for various types of deadline-constrained bulk data transfers between data centers. - Aiqin Hou; Chase Q. Wu; Ruimin Qiao; Liudong Zuo; Michelle M. Zhu; Dingyi Fang; Weike Nie; Feng Chen 002 (Future Gener. Comput. Syst., 2020)

Adaptive virtual machine migration based on performance-to-power ratio in fog-enabled cloud data centers. - Mustafa Ibrahim Khaleel; Michelle M. Zhu (J. Supercomput., 2021)

Deep Knowledge Tracing with Learning Curves. - Shanghui Yang; Xin Liu; Hang Su; Mengxia Zhu; Xuesong Lu (ICDM (Workshops), 2022)

Enhancing Programming Knowledge Tracing by Interacting Programming Skills and Student Code. - Mengxia Zhu; Siqi Han; Peisen Yuan; Xuesong Lu (LAK, 2022)

SDN-based bandwidth scheduling for prioritized data transfer between data centers. - Aiqin Hou; Chase Q. Wu; Qiang Duan; Dawei Quan; Liudong Zuo; Yangyang Li; Michelle M. Zhu; Dingyi Fang (Clust. Comput., 2022)

On multi-path bandwidth scheduling for multiple fixed-slot reservations in high-performance networks. - Kaitao Huo; Yongqiang Wang 004; Chen Ji; Chen Yue; Chase Q. Wu; Michelle M. Zhu (Comput. Commun., 2023)

CUDA-aware MPI implementation of Gibbs sampling for an IRT model. - William S. Welling; Yanyan Sheng; Michelle M. Zhu (Clust. Comput., 2024)