Ziliang Zong

Orcid: 0000-0003-2693-7419

According to our database1, Ziliang Zong authored at least 92 papers between 2004 and 2024.

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Bibliography

2024
Understanding Multi-Dimensional Efficiency of Fine-Tuning Large Language Models Using SpeedUp, MemoryUp, and EnergyUp.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023
Unveiling the Truth: An Analysis of the Energy and Carbon Footprint of Training an OPT Model using DeepSpeed on the H100 GPU.
Proceedings of the 14th International Green and Sustainable Computing Conference, 2023

2022
A cost effective framework for analyzing cross-platform software energy efficiency.
Sustain. Comput. Informatics Syst., 2022

Evaluating and reducing cloud waste and cost - A data-driven case study from Azure workloads.
Sustain. Comput. Informatics Syst., 2022

Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation.
CoRR, 2022

Learning Omnidirectional Flow in 360-degree Video via Siamese Representation.
CoRR, 2022

Measuring Bias and Fairness in Multiclass Classification.
Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2022

Improving the Energy Efficiency of Real-time DNN Object Detection via Compression, Transfer Learning, and Scale Prediction.
Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2022

Win The Lottery Ticket Via Fourier Analysis: Frequencies Guided Network Pruning.
Proceedings of the IEEE International Conference on Acoustics, 2022

Network Binarization via Contrastive Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Lipschitz Continuity Retained Binary Neural Network.
Proceedings of the Computer Vision - ECCV 2022, 2022

Learning Omnidirectional Flow in 360$^\circ $ Video via Siamese Representation.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression.
IEEE Trans. Parallel Distributed Syst., 2021

PortAuthority: Integrating energy efficiency analysis into cross-platform development cycles via dynamic program analysis.
Sustain. Comput. Informatics Syst., 2021

Improving the cost efficiency of large-scale cloud systems running hybrid workloads - A case study of Alibaba cluster traces.
Sustain. Comput. Informatics Syst., 2021

Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks.
CoRR, 2021

Simon Says: Evaluating and Mitigating Bias in Pruned Neural Networks with Knowledge Distillation.
CoRR, 2021

Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Vulkan vs OpenGL ES: Performance and Energy Efficiency Comparison on the big.LITTLE Architecture.
Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2021

Migrating Software from x86 to ARM Architecture: An Instruction Prediction Approach.
Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2021

Bringing Green Software to Computer Science Curriculum: Perspectives from Researchers and Educators.
Proceedings of the ITiCSE '21: Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V.1, Virtual Event, Germany, June 26, 2021

Lipschitz Continuity Guided Knowledge Distillation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Phase-Reconfigurable Shuffle Optimization for Hadoop MapReduce.
IEEE Trans. Cloud Comput., 2020

Is Pruning Compression?: Investigating Pruning Via Network Layer Similarity.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Revisiting Optical Flow Estimation in 360 Videos.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset.
Proceedings of the IEEE International Conference on Image Processing, 2020

Message from the Program Chairs EdgeCom 2020 CSCloud-EdgeCom 2020.
Proceedings of the 7th IEEE International Conference on Cyber Security and Cloud Computing, 2020

Craft Distillation: Layer-wise Convolutional Neural Network Distillation.
Proceedings of the 7th IEEE International Conference on Cyber Security and Cloud Computing, 2020

2019
Improving the energy efficiency of relational and NoSQL databases via query optimizations.
Sustain. Comput. Informatics Syst., 2019

Evaluating the Performance and Energy Efficiency of OpenGL and Vulkan on a Graphics Rendering Server.
Proceedings of the International Conference on Computing, Networking and Communications, 2019

Improving Read Performance of LSM-Tree Based KV Stores via Dual Grained Caches.
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
GreenWeb: Hosting High-Load Websites Using Low-Power Servers.
Proceedings of the Ninth International Green and Sustainable Computing Conference, 2018

2017
Marcher: A Heterogeneous System Supporting Energy-Aware High Performance Computing and Big Data Analytics.
Big Data Res., 2017

Understanding the impact of object oriented programming and design patterns on energy efficiency.
Proceedings of the Eighth International Green and Sustainable Computing Conference, 2017

Energy efficiency analysis of query optimizations on MongoDB and Cassandra.
Proceedings of the Eighth International Green and Sustainable Computing Conference, 2017

2016
Dynamic energy-aware cloudlet-based mobile cloud computing model for green computing.
J. Netw. Comput. Appl., 2016

Evaluating the Energy Efficiency of Deep Convolutional Neural Networks on CPUs and GPUs.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

Android App Energy Efficiency: The Impact of Language, Runtime, Compiler, and Implementation.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015
Data Allocation for Hybrid Memory With Genetic Algorithm.
IEEE Trans. Emerg. Top. Comput., 2015

Phase-Change Memory Optimization for Green Cloud with Genetic Algorithm.
IEEE Trans. Computers, 2015

Maximizing Hardware Prefetch Effectiveness with Machine Learning.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

Optimal balance between energy and performance in hybrid computing applications.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

CRUSH: Data collection and analysis framework for power capped data intensive computing.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

Using the Greenup, Powerup, and Speedup metrics to evaluate software energy efficiency.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

Storing, Managing, and Analyzing Big Satellite Data: Experiences and Lessons Learned from a Real-World Application.
Proceedings of the Big Data - Algorithms, Analytics, and Applications., 2015

2014
FastStor: improving the performance of a large scale hybrid storage system via caching and prefetching.
Clust. Comput., 2014

Performance and Energy Modeling for Cooperative Hybrid Computing.
Proceedings of the 9th IEEE International Conference on Networking, 2014

Energy and Power Characterization of Parallel Programs Running on Intel Xeon Phi.
Proceedings of the 43rd International Conference on Parallel Processing Workshops, 2014

HP-DAEMON: High Performance Distributed Adaptive Energy-efficient Matrix-multiplicatiON.
Proceedings of the International Conference on Computational Science, 2014

Program energy efficiency: The impact of language, compiler and implementation choices.
Proceedings of the International Green Computing Conference, 2014

PEACH: a model for performance and energy aware cooperative hybrid computing.
Proceedings of the Computing Frontiers Conference, CF'14, 2014

Measuring GPU Power with the K20 Built-in Sensor.
Proceedings of the Seventh Workshop on General Purpose Processing Using GPUs, 2014

2013
Dependency-Based Energy-Efficient Scheduling for Homogeneous Multi-core Clusters.
Proceedings of the 12th IEEE International Conference on Trust, 2013

Evaluating the performance and energy efficiency of n-body codes on multi-core CPUs and GPUs.
Proceedings of the IEEE 32nd International Performance Computing and Communications Conference, 2013

A2E: Adaptively aggressive energy efficient DVFS scheduling for data intensive applications.
Proceedings of the IEEE 32nd International Performance Computing and Communications Conference, 2013

Using intelligent prefetching to reduce the energy consumption of a large-scale storage system.
Proceedings of the IEEE 32nd International Performance Computing and Communications Conference, 2013

Effects of Dynamic Voltage and Frequency Scaling on a K20 GPU.
Proceedings of the 42nd International Conference on Parallel Processing, 2013

Energy-Efficient Scheduling for Multicore Systems with Bounded Resources.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

Power and energy characteristics of MapReduce data movements.
Proceedings of the International Green Computing Conference, 2013

Improving performance and energy efficiency of matrix multiplication via pipeline broadcast.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

B-MAPS: a self-adaptive resource scheduling framework for heterogeneous cloud systems.
Proceedings of the ACM Cloud and Autonomic Computing Conference, 2013

2012
Architecture Design of a Data Intensive Satellite Image Processing and Distribution System.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Performance Evaluation of Traditional Caching Policies on a Large System with Petabytes of Data.
Proceedings of the Seventh IEEE International Conference on Networking, 2012

Improving write performance by enhancing internal parallelism of Solid State Drives.
Proceedings of the 31st IEEE International Performance Computing and Communications Conference, 2012

Global workload characterization of a large scale satellite image distribution system.
Proceedings of the 31st IEEE International Performance Computing and Communications Conference, 2012

Characterizing global user download behavior on a large-scale satellite image distribution system.
Proceedings of the 2012 IEEE International Symposium on Workload Characterization, 2012

eTune: A Power Analysis Framework for Data-Intensive Computing.
Proceedings of the 41st International Conference on Parallel Processing Workshops, 2012

Energy Efficient Parallel Matrix-Matrix Multiplication for DVFS-enabled Clusters.
Proceedings of the 41st International Conference on Parallel Processing Workshops, 2012

Energy consumption analysis of parallel sorting algorithms running on multicore systems.
Proceedings of the 2012 International Green Computing Conference, 2012

2011
EAD and PEBD: Two Energy-Aware Duplication Scheduling Algorithms for Parallel Tasks on Homogeneous Clusters.
IEEE Trans. Computers, 2011

Quality of security adaptation in parallel disk systems.
J. Parallel Distributed Comput., 2011

Geospatial visualization of global satellite images with Vis-EROS.
Environ. Model. Softw., 2011

Heat-based dynamic data caching: A load balancing strategy for energy-efficient parallel storage systems with buffer disks.
Proceedings of the IEEE 27th Symposium on Mass Storage Systems and Technologies, 2011

Mobile learning experience in the calculus classroom.
Proceedings of the 2011 Frontiers in Education Conference, 2011

An interactive approach to renewable energy research and education.
Proceedings of the 2011 Frontiers in Education Conference, 2011

2010
Feedback Dynamic Algorithms for Preemptable Job Scheduling in Cloud Systems.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Multi-layer Prefetching for Hybrid Storage Systems: Algorithms, Models, and Evaluations.
Proceedings of the 39th International Conference on Parallel Processing, 2010

Improving Energy Efficiency and Security for Disk Systems.
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

2009
DARAW: a new write buffer to improve parallel I/O energy-efficiency.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Performance Evaluation of Energy-Efficient Parallel I/O Systems with Write Buffer Disks.
Proceedings of the ICPP 2009, 2009

2008
Improving Security of Real-Time Wireless Networks Through Packet Scheduling [Transactions Letters].
IEEE Trans. Wirel. Commun., 2008

Energy efficient scheduling for parallel applications on mobile clusters.
Clust. Comput., 2008

2007
StReD: A quality of security framework for storage resources in Data Grids.
Future Gener. Comput. Syst., 2007

A simulation framework for energy efficient data grids.
Proceedings of the Winter Simulation Conference, 2007

An Energy-Efficient Framework for Large-Scale Parallel Storage Systems.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

Scheduling of Periodic Packets in Energy-Aware Wireless Networks.
Proceedings of the 26th IEEE International Performance Computing and Communications Conference, 2007

Energy-Efficient Scheduling for Parallel Applications Running on Heterogeneous Clusters.
Proceedings of the 2007 International Conference on Parallel Processing (ICPP 2007), 2007

An Energy-Efficient Scheduling Algorithm Using Dynamic Voltage Scaling for Parallel Applications on Clusters.
Proceedings of the 16th International Conference on Computer Communications and Networks, 2007

Interplay of Security and Reliability using Non-uniform Checkpoints.
Proceedings of the 16th International Conference on Computer Communications and Networks, 2007

Integrating Fault Recovery and Quality of Security in Real-Time Systems.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006
Energy-Aware Duplication Strategies for Scheduling Precedence-Constrained Parallel Tasks on Clusters.
Proceedings of the 2006 IEEE International Conference on Cluster Computing, 2006

2004
Modified Error Function with Added Terms for the Backpropagation Algorithm.
Proceedings of the Advances in Neural Networks, 2004


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