Modified Error Function with Added Terms for the Backpropagation Algorithm. - Weixing Bi; XuGang Wang; Ziliang Zong; Zheng Tang (ISNN (1), 2004)

Energy-Aware Duplication Strategies for Scheduling Precedence-Constrained Parallel Tasks on Clusters. - Ziliang Zong; Adam Manzanares; Brian Stinar; Xiao Qin 001 (CLUSTER, 2006)

Integrating Fault Recovery and Quality of Security in Real-Time Systems. - Kiranmai Bellam; Ziliang Zong; Mohammed I. Alghamdi; Mais Nijim; Xiao Qin 001 (AINA Workshops (2), 2007)

Interplay of Security and Reliability using Non-uniform Checkpoints. - Kiranmai Bellam; Raghava K. Vudata; Xiao Qin 001; Ziliang Zong; Xiaojun Ruan; Mais Nijim (ICCCN, 2007)

An Energy-Efficient Scheduling Algorithm Using Dynamic Voltage Scaling for Parallel Applications on Clusters. - Xiaojun Ruan; Xiao Qin 001; Ziliang Zong; Kiranmai Bellam; Mais Nijim (ICCCN, 2007)

Energy-Efficient Scheduling for Parallel Applications Running on Heterogeneous Clusters. - Ziliang Zong; Xiao Qin 001; Xiaojun Ruan; Kiranmai Bellam; Mais Nijim; Mohammed I. Alghamdi (ICPP, 2007)

Scheduling of Periodic Packets in Energy-Aware Wireless Networks. - Xiao Qin 001; Mohammed I. Alghamdi; Mais Nijim; Ziliang Zong; Kiranmai Bellam (IPCCC, 2007)

An Energy-Efficient Framework for Large-Scale Parallel Storage Systems. - Ziliang Zong; Matt Briggs; Nick O'Connor; Xiao Qin 001 (IPDPS, 2007)

A simulation framework for energy efficient data grids. - Ziliang Zong; Xiao Qin 001; Xiaojun Ruan; Kiranmai Bellam; Yiming Yang; Adam Manzanares (WSC, 2007)

StReD: A quality of security framework for storage resources in Data Grids. - Mais Nijim; Ziliang Zong; Xiao Qin 001 (Future Gener. Comput. Syst., 2007)

Energy efficient scheduling for parallel applications on mobile clusters. - Ziliang Zong; Mais Nijim; Adam Manzanares; Xiao Qin 001 (Clust. Comput., 2008)

Improving Security of Real-Time Wireless Networks Through Packet Scheduling [Transactions Letters]. - Xiao Qin 001; Mohammed I. Alghamdi; Mais Nijim; Ziliang Zong; Kiranmai Bellam; Xiaojun Ruan; Adam Manzanares (IEEE Trans. Wirel. Commun., 2008)

Performance Evaluation of Energy-Efficient Parallel I/O Systems with Write Buffer Disks. - Xiaojun Ruan; Adam Manzanares; Shu Yin 001; Ziliang Zong; Xiao Qin 001 (ICPP, 2009)

DARAW: a new write buffer to improve parallel I/O energy-efficiency. - Xiaojun Ruan; Adam Manzanares; Kiranmai Bellam; Xiao Qin 001; Ziliang Zong (SAC, 2009)

Improving Energy Efficiency and Security for Disk Systems. - Shu Yin 001; Mohammed I. Alghamdi; Xiaojun Ruan; Mais Nijim; Ashwin Tamilarasan; Ziliang Zong; Xiao Qin 001; Yiming Yang (HPCC, 2010)

Multi-layer Prefetching for Hybrid Storage Systems: Algorithms, Models, and Evaluations. - Mais Nijim; Ziliang Zong; Xiao Qin 001; Yousef Nijim (ICPP Workshops, 2010)

Feedback Dynamic Algorithms for Preemptable Job Scheduling in Cloud Systems. - Jiayin Li; Meikang Qiu; Jianwei Niu 002; Wenzhong Gao; Ziliang Zong; Xiao Qin 001 (Web Intelligence, 2010)

An interactive approach to renewable energy research and education. - Jonathan Bush; Matthew Kane; Kai Segrud; Damon R. Fick; Ziliang Zong (FIE, 2011)

Mobile learning experience in the calculus classroom. - Travis Kowalski; Kevin Israel; Ambu Sreedharan; Ziliang Zong (FIE, 2011)

Heat-based dynamic data caching: A load balancing strategy for energy-efficient parallel storage systems with buffer disks. - Ziliang Zong; Xiao Qin 001; Xiaojun Ruan; Mais Nijim (MSST, 2011)

Geospatial visualization of global satellite images with Vis-EROS. - Gordon D. Standart; Kelsey R. Stulken; Xuesong Zhang; Ziliang Zong (Environ. Model. Softw., 2011)

Quality of security adaptation in parallel disk systems. - Mais Nijim; Ziliang Zong; Shu Yin 001; Kiranmai Bellam; Xiao Qin 001 (J. Parallel Distributed Comput., 2011)

EAD and PEBD: Two Energy-Aware Duplication Scheduling Algorithms for Parallel Tasks on Homogeneous Clusters. - Ziliang Zong; Adam Manzanares; Xiaojun Ruan; Xiao Qin 001 (IEEE Trans. Computers, 2011)

Energy consumption analysis of parallel sorting algorithms running on multicore systems. - Ivan Zecena; Ziliang Zong; Rong Ge 002; Tongdan Jin; Zizhong Chen; Meikang Qiu (IGCC, 2012)

Energy Efficient Parallel Matrix-Matrix Multiplication for DVFS-enabled Clusters. - Longxiang Chen; Panruo Wu; Zizhong Chen; Rong Ge 002; Ziliang Zong (ICPP Workshops, 2012)

eTune: A Power Analysis Framework for Data-Intensive Computing. - Rong Ge 002; Xizhou Feng; Thomas Wirtz; Ziliang Zong; Zizhong Chen (ICPP Workshops, 2012)

Characterizing global user download behavior on a large-scale satellite image distribution system. - Brian Romoser; Ribel Fares; Peter Janovics; Ziliang Zong (IISWC, 2012)

Global workload characterization of a large scale satellite image distribution system. - Brian Romoser; Ribel Fares; Peter Janovics; Xiaojun Ruan; Xiao Qin 001; Ziliang Zong (IPCCC, 2012)

Improving write performance by enhancing internal parallelism of Solid State Drives. - Xiaojun Ruan; Ziliang Zong; Mohammed I. Alghamdi; Yun Tian 004; Xunfei Jiang; Xiao Qin 001 (IPCCC, 2012)

Performance Evaluation of Traditional Caching Policies on a Large System with Petabytes of Data. - Ribel Fares; Brian Romoser; Ziliang Zong; Mais Nijim; Xiao Qin 001 (NAS, 2012)

Architecture Design of a Data Intensive Satellite Image Processing and Distribution System. - Ziliang Zong; Brian Romoser (SC Companion, 2012)

B-MAPS: a self-adaptive resource scheduling framework for heterogeneous cloud systems. - Joal Wood; Brian Romoser; Ivan Zecena; Ziliang Zong (CAC, 2013)

Improving performance and energy efficiency of matrix multiplication via pipeline broadcast. - Li Tan; Longxiang Chen; Zizhong Chen; Ziliang Zong; Dong Li 001; Rong Ge 002 (CLUSTER, 2013)

Power and energy characteristics of MapReduce data movements. - Thomas Wirtz; Rong Ge 002; Ziliang Zong; Zizhong Chen (IGCC, 2013)

Energy-Efficient Scheduling for Multicore Systems with Bounded Resources. - Ziliang Zong; Jonathan Bush; Rong Ge 002; Xin Li 002; Zizhong Chen (GreenCom/iThings/CPScom, 2013)

Effects of Dynamic Voltage and Frequency Scaling on a K20 GPU. - Rong Ge 002; Ryan Vogt; Jahangir Majumder; Arif Alam; Martin Burtscher; Ziliang Zong (ICPP, 2013)

Using intelligent prefetching to reduce the energy consumption of a large-scale storage system. - Brian Romoser; Ziliang Zong; Ribel Fares; Joal Wood; Rong Ge 002 (IPCCC, 2013)

A2E: Adaptively aggressive energy efficient DVFS scheduling for data intensive applications. - Li Tan; Zizhong Chen; Ziliang Zong; Dong Li 001; Rong Ge 002 (IPCCC, 2013)

Evaluating the performance and energy efficiency of n-body codes on multi-core CPUs and GPUs. - Ivan Zecena; Martin Burtscher; Tongdan Jin; Ziliang Zong (IPCCC, 2013)

Dependency-Based Energy-Efficient Scheduling for Homogeneous Multi-core Clusters. - Yanheng Zhao; Xin Li 002; Zhiping Jia; Lei Ju 001; Ziliang Zong (TrustCom/ISPA/IUCC, 2013)

Measuring GPU Power with the K20 Built-in Sensor. - Martin Burtscher; Ivan Zecena; Ziliang Zong (GPGPU@ASPLOS, 2014)

PEACH: a model for performance and energy aware cooperative hybrid computing. - Rong Ge 002; Xizhou Feng; Martin Burtscher; Ziliang Zong (Conf. Computing Frontiers, 2014)

Program energy efficiency: The impact of language, compiler and implementation choices. - Sarah Abdulsalam; Donna Lakomski; Qijun Gu; Tongdan Jin; Ziliang Zong (IGCC, 2014)

HP-DAEMON: High Performance Distributed Adaptive Energy-efficient Matrix-multiplicatiON. - Li Tan; Longxiang Chen; Zizhong Chen; Ziliang Zong; Rong Ge 002; Dong Li 001 (ICCS, 2014)

Energy and Power Characterization of Parallel Programs Running on Intel Xeon Phi. - Joal Wood; Ziliang Zong; Qijun Gu; Rong Ge 002 (ICPP Workshops, 2014)

Performance and Energy Modeling for Cooperative Hybrid Computing. - Rong Ge 002; Xizhou Feng; Martin Burtscher; Ziliang Zong (NAS, 2014)

FastStor: improving the performance of a large scale hybrid storage system via caching and prefetching. - Ziliang Zong; Ribel Fares; Brian Romoser; Joal Wood (Clust. Comput., 2014)

Storing, Managing, and Analyzing Big Satellite Data: Experiences and Lessons Learned from a Real-World Application. - Ziliang Zong (Big Data - Algorithms, Analytics, and Applications, 2015)

Using the Greenup, Powerup, and Speedup metrics to evaluate software energy efficiency. - Sarah Abdulsalam; Ziliang Zong; Qijun Gu; Meikang Qiu (IGSC, 2015)

CRUSH: Data collection and analysis framework for power capped data intensive computing. - Anurag Gupta; Sanjeev Gupta; Rong Ge 002; Ziliang Zong (IGSC, 2015)

Optimal balance between energy and performance in hybrid computing applications. - Donna Lakomski; Ziliang Zong; Tongdan Jin; Rong Ge 002 (IGSC, 2015)

Maximizing Hardware Prefetch Effectiveness with Machine Learning. - Saami Rahman; Martin Burtscher; Ziliang Zong; Apan Qasem (HPCC/CSS/ICESS, 2015)

Phase-Change Memory Optimization for Green Cloud with Genetic Algorithm. - Meikang Qiu; Zhong Ming 001; Jiayin Li; Keke Gai; Ziliang Zong (IEEE Trans. Computers, 2015)

Data Allocation for Hybrid Memory With Genetic Algorithm. - Meikang Qiu; Zhi Chen 008; Jianwei Niu 002; Ziliang Zong; Gang Quan; Xiao Qin 001; Laurence T. Yang (IEEE Trans. Emerg. Top. Comput., 2015)

Android App Energy Efficiency: The Impact of Language, Runtime, Compiler, and Implementation. - Xinbo Chen; Ziliang Zong (BDCloud-SocialCom-SustainCom, 2016)

Evaluating the Energy Efficiency of Deep Convolutional Neural Networks on CPUs and GPUs. - Da Li 002; Xinbo Chen; Michela Becchi; Ziliang Zong (BDCloud-SocialCom-SustainCom, 2016)

Dynamic energy-aware cloudlet-based mobile cloud computing model for green computing. - Keke Gai; Meikang Qiu; Hui Zhao 002; Lixin Tao; Ziliang Zong (J. Netw. Comput. Appl., 2016)

Energy efficiency analysis of query optimizations on MongoDB and Cassandra. - Divya Mahajan 001; Ziliang Zong (IGSC, 2017)

Understanding the impact of object oriented programming and design patterns on energy efficiency. - Sepideh Maleki; Cuijiao Fu; Arun Banotra; Ziliang Zong (IGSC, 2017)

Marcher: A Heterogeneous System Supporting Energy-Aware High Performance Computing and Big Data Analytics. - Ziliang Zong; Rong Ge 002; Qijun Gu (Big Data Res., 2017)

GreenWeb: Hosting High-Load Websites Using Low-Power Servers. - Brad Everman; Ziliang Zong (IGSC, 2018)

Improving Read Performance of LSM-Tree Based KV Stores via Dual Grained Caches. - Xiang Li; Guangping Xu; Hao Fan; Hongli Lu; Bo Tang; Yanbing Xue; Ziliang Zong (HPCC/SmartCity/DSS, 2019)

Evaluating the Performance and Energy Efficiency of OpenGL and Vulkan on a Graphics Rendering Server. - Michael Lujan; Michael Baum; Dayuan Chen; Ziliang Zong (ICNC, 2019)

Improving the energy efficiency of relational and NoSQL databases via query optimizations. - Divya Mahajan 001; Cody Blakeney; Ziliang Zong (Sustain. Comput. Informatics Syst., 2019)

Craft Distillation: Layer-wise Convolutional Neural Network Distillation. - Cody Blakeney; Xiaomin Li; Yan Yan 002; Ziliang Zong (CSCloud/EdgeCom, 2020)

Message from the Program Chairs EdgeCom 2020 CSCloud-EdgeCom 2020. - Albert Y. Zomaya; Ziliang Zong; Keke Gai (CSCloud/EdgeCom, 2020)

Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset. - Keshav Bhandari; Mario A. DeLaGarza; Ziliang Zong; Hugo Latapie; Yan Yan 002 (ICIP, 2020)

Revisiting Optical Flow Estimation in 360 Videos. - Keshav Bhandari; Ziliang Zong; Yan Yan 002 (ICPR, 2020)

Is Pruning Compression?: Investigating Pruning Via Network Layer Similarity. - Cody Blakeney; Yan Yan 002; Ziliang Zong (WACV, 2020)

Phase-Reconfigurable Shuffle Optimization for Hadoop MapReduce. - Jihe Wang; Meikang Qiu; Bing Guo; Ziliang Zong (IEEE Trans. Cloud Comput., 2020)

Lipschitz Continuity Guided Knowledge Distillation. - Yuzhang Shang; Bin Duan; Ziliang Zong; Liqiang Nie; Yan Yan 002 (ICCV, 2021)

Bringing Green Software to Computer Science Curriculum: Perspectives from Researchers and Educators. - João Saraiva; Ziliang Zong; Rui Pereira (ITiCSE (1), 2021)

Migrating Software from x86 to ARM Architecture: An Instruction Prediction Approach. - Blake W. Ford; Apan Qasem; Jelena Tesic; Ziliang Zong (NAS, 2021)

Vulkan vs OpenGL ES: Performance and Energy Efficiency Comparison on the big.LITTLE Architecture. - Michael Lujan; Michael McCrary; Blake W. Ford; Ziliang Zong (NAS, 2021)

Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention. - Bin Duan; Hao Tang 005; Wei Wang 108; Ziliang Zong; Guowei Yang 001; Yan Yan 002 (WACV, 2021)

Simon Says: Evaluating and Mitigating Bias in Pruned Neural Networks with Knowledge Distillation. - Cody Blakeney; Nathaniel Huish; Yan Yan 002; Ziliang Zong (CoRR, 2021)

Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks. - Cody Blakeney; Gentry Atkinson; Nathaniel Huish; Yan Yan 002; Vangelis Metsis; Ziliang Zong (CoRR, 2021)

Improving the cost efficiency of large-scale cloud systems running hybrid workloads - A case study of Alibaba cluster traces. - Brad Everman; Narmadha Rajendran; Xiaomin Li; Ziliang Zong (Sustain. Comput. Informatics Syst., 2021)

PortAuthority: Integrating energy efficiency analysis into cross-platform development cycles via dynamic program analysis. - Blake W. Ford; Ziliang Zong (Sustain. Comput. Informatics Syst., 2021)

Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression. - Cody Blakeney; Xiaomin Li; Yan Yan 002; Ziliang Zong (IEEE Trans. Parallel Distributed Syst., 2021)

Learning Omnidirectional Flow in 360$^ circ $ Video via Siamese Representation. - Keshav Bhandari; Bin Duan; Gaowen Liu; Hugo Latapie; Ziliang Zong; Yan Yan 002 (ECCV (8), 2022)

Lipschitz Continuity Retained Binary Neural Network. - Yuzhang Shang; Dan Xu 002; Bin Duan; Ziliang Zong; Liqiang Nie; Yan Yan 002 (ECCV (11), 2022)

Network Binarization via Contrastive Learning. - Yuzhang Shang; Dan Xu 002; Ziliang Zong; Liqiang Nie; Yan Yan 002 (ECCV (11), 2022)

Win The Lottery Ticket Via Fourier Analysis: Frequencies Guided Network Pruning. - Yuzhang Shang; Bin Duan; Ziliang Zong; Liqiang Nie; Yan Yan 002 (ICASSP, 2022)

Improving the Energy Efficiency of Real-time DNN Object Detection via Compression, Transfer Learning, and Scale Prediction. - Debojyoti Biswas; M. M. Mahabubur Rahman; Ziliang Zong; Jelena Tesic (NAS, 2022)

Measuring Bias and Fairness in Multiclass Classification. - Cody Blakeney; Gentry Atkinson; Nathaniel Huish; Yan Yan 002; Vangelis Metsis; Ziliang Zong (NAS, 2022)

Learning Omnidirectional Flow in 360-degree Video via Siamese Representation. - Keshav Bhandari; Bin Duan; Gaowen Liu; Hugo Latapie; Ziliang Zong; Yan Yan 002 (CoRR, 2022)

Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation. - Cody Blakeney; Jessica Zosa Forde; Jonathan Frankle; Ziliang Zong; Matthew L. Leavitt (CoRR, 2022)

Evaluating and reducing cloud waste and cost - A data-driven case study from Azure workloads. - Brad Everman; Maxim Gao; Ziliang Zong (Sustain. Comput. Informatics Syst., 2022)

A cost effective framework for analyzing cross-platform software energy efficiency. - Blake W. Ford; Ziliang Zong (Sustain. Comput. Informatics Syst., 2022)

Unveiling the Truth: An Analysis of the Energy and Carbon Footprint of Training an OPT Model using DeepSpeed on the H100 GPU. - Alexander Song; Dayuan Chen; Ziliang Zong (IGSC, 2023)

Evaluating the Carbon Impact of Large Language Models at the Inference Stage. - Brad Everman; Trevor Villwock; Dayuan Chen; Noe Soto; Oliver Zhang; Ziliang Zong (IPCCC, 2023)

Reducing Cloud Expenditures and Carbon Emissions via Virtual Machine Migration and Downsizing. - Nathan Huang; Anthony Li; Sophia Zhang; Ziliang Zong (IPCCC, 2023)

Promoting Green Coding in VS Code with GCPM: A Power Model for Heterogeneous Processors. - Amina Nasrin; Dayuan Chen; Noe Soto; Ziliang Zong (IGSC, 2024)

Can LLMs Generate Green Code - A Comprehensive Study Through LeetCode. - Jonas F. Tuttle; Dayuan Chen; Amina Nasrin; Noe Soto; Ziliang Zong (IGSC, 2024)

Understanding Multi-Dimensional Efficiency of Fine-Tuning Large Language Models Using SpeedUp, MemoryUp, and EnergyUp. - Dayuan Chen; Noe Soto; Jonas F. Tuttle; Ziliang Zong (IPDPS (Workshops), 2024)

Advancing Large Language Models in Code Generation: Usaco Benchmark and Bug Mitigation Insights. - Jacob Trentini; Victor Liu; Yiming Peng; Ziliang Zong (ICPC, 2025)