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Ziliang Zong
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2020 – today
- 2024
- [c69]Dayuan Chen, Noe Soto, Jonas F. Tuttle, Ziliang Zong:
Understanding Multi-Dimensional Efficiency of Fine-Tuning Large Language Models Using SpeedUp, MemoryUp, and EnergyUp. IPDPS (Workshops) 2024: 929-937 - 2023
- [c68]Alexander Song
, Dayuan Chen
, Ziliang Zong
:
Unveiling the Truth: An Analysis of the Energy and Carbon Footprint of Training an OPT Model using DeepSpeed on the H100 GPU. IGSC 2023: 36-38 - 2022
- [j18]Blake W. Ford, Ziliang Zong:
A cost effective framework for analyzing cross-platform software energy efficiency. Sustain. Comput. Informatics Syst. 35: 100661 (2022) - [j17]Brad Everman
, Maxim Gao
, Ziliang Zong
:
Evaluating and reducing cloud waste and cost - A data-driven case study from Azure workloads. Sustain. Comput. Informatics Syst. 35: 100708 (2022) - [c67]Keshav Bhandari
, Bin Duan, Gaowen Liu, Hugo Latapie, Ziliang Zong, Yan Yan:
Learning Omnidirectional Flow in 360$^\circ $ Video via Siamese Representation. ECCV (8) 2022: 557-574 - [c66]Yuzhang Shang, Dan Xu, Ziliang Zong, Liqiang Nie, Yan Yan:
Network Binarization via Contrastive Learning. ECCV (11) 2022: 586-602 - [c65]Yuzhang Shang, Dan Xu, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Lipschitz Continuity Retained Binary Neural Network. ECCV (11) 2022: 603-619 - [c64]Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Win The Lottery Ticket Via Fourier Analysis: Frequencies Guided Network Pruning. ICASSP 2022: 4203-4207 - [c63]Debojyoti Biswas
, M. M. Mahabubur Rahman
, Ziliang Zong, Jelena Tesic
:
Improving the Energy Efficiency of Real-time DNN Object Detection via Compression, Transfer Learning, and Scale Prediction. NAS 2022: 1-8 - [c62]Cody Blakeney, Gentry Atkinson, Nathaniel Huish, Yan Yan, Vangelis Metsis, Ziliang Zong:
Measuring Bias and Fairness in Multiclass Classification. NAS 2022: 1-6 - [i12]Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Win the Lottery Ticket via Fourier Analysis: Frequencies Guided Network Pruning. CoRR abs/2201.12712 (2022) - [i11]Yuzhang Shang, Dan Xu, Ziliang Zong, Liqiang Nie, Yan Yan:
Network Binarization via Contrastive Learning. CoRR abs/2207.02970 (2022) - [i10]Yuzhang Shang, Dan Xu, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Lipschitz Continuity Retained Binary Neural Network. CoRR abs/2207.06540 (2022) - [i9]Keshav Bhandari, Bin Duan, Gaowen Liu, Hugo Latapie, Ziliang Zong, Yan Yan:
Learning Omnidirectional Flow in 360-degree Video via Siamese Representation. CoRR abs/2208.03620 (2022) - [i8]Cody Blakeney, Jessica Zosa Forde, Jonathan Frankle, Ziliang Zong, Matthew L. Leavitt:
Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation. CoRR abs/2211.00683 (2022) - 2021
- [j16]Brad Everman
, Narmadha Rajendran, Xiaomin Li, Ziliang Zong
:
Improving the cost efficiency of large-scale cloud systems running hybrid workloads - A case study of Alibaba cluster traces. Sustain. Comput. Informatics Syst. 30: 100528 (2021) - [j15]Blake W. Ford, Ziliang Zong:
PortAuthority: Integrating energy efficiency analysis into cross-platform development cycles via dynamic program analysis. Sustain. Comput. Informatics Syst. 30: 100530 (2021) - [j14]Cody Blakeney
, Xiaomin Li, Yan Yan, Ziliang Zong
:
Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression. IEEE Trans. Parallel Distributed Syst. 32(7): 1765-1776 (2021) - [c61]Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Lipschitz Continuity Guided Knowledge Distillation. ICCV 2021: 10655-10664 - [c60]João Saraiva
, Ziliang Zong, Rui Pereira
:
Bringing Green Software to Computer Science Curriculum: Perspectives from Researchers and Educators. ITiCSE (1) 2021: 498-504 - [c59]Blake W. Ford, Apan Qasem, Jelena Tesic
, Ziliang Zong:
Migrating Software from x86 to ARM Architecture: An Instruction Prediction Approach. NAS 2021: 1-6 - [c58]Michael Lujan, Michael McCrary, Blake W. Ford, Ziliang Zong:
Vulkan vs OpenGL ES: Performance and Energy Efficiency Comparison on the big.LITTLE Architecture. NAS 2021: 1-8 - [c57]Bin Duan, Hao Tang, Wei Wang, Ziliang Zong, Guowei Yang
, Yan Yan:
Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention. WACV 2021: 4012-4021 - [i7]Cody Blakeney, Nathaniel Huish, Yan Yan, Ziliang Zong:
Simon Says: Evaluating and Mitigating Bias in Pruned Neural Networks with Knowledge Distillation. CoRR abs/2106.07849 (2021) - [i6]Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Lipschitz Continuity Guided Knowledge Distillation. CoRR abs/2108.12905 (2021) - [i5]Cody Blakeney, Gentry Atkinson, Nathaniel Huish, Yan Yan, Vangelis Metsis, Ziliang Zong:
Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks. CoRR abs/2110.04397 (2021) - 2020
- [j13]Jihe Wang, Meikang Qiu, Bing Guo, Ziliang Zong:
Phase-Reconfigurable Shuffle Optimization for Hadoop MapReduce. IEEE Trans. Cloud Comput. 8(2): 418-431 (2020) - [c56]Cody Blakeney
, Xiaomin Li, Yan Yan, Ziliang Zong:
Craft Distillation: Layer-wise Convolutional Neural Network Distillation. CSCloud/EdgeCom 2020: 252-257 - [c55]Albert Y. Zomaya, Ziliang Zong, Keke Gai:
Message from the Program Chairs EdgeCom 2020 CSCloud-EdgeCom 2020. CSCloud/EdgeCom 2020: XV - [c54]Keshav Bhandari, Mario A. DeLaGarza, Ziliang Zong, Hugo Latapie, Yan Yan:
Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset. ICIP 2020: 266-270 - [c53]Keshav Bhandari, Ziliang Zong, Yan Yan:
Revisiting Optical Flow Estimation in 360 Videos. ICPR 2020: 8196-8203 - [c52]Cody Blakeney
, Yan Yan, Ziliang Zong:
Is Pruning Compression?: Investigating Pruning Via Network Layer Similarity. WACV 2020: 903-911 - [i4]Bin Duan, Hao Tang, Wei Wang, Ziliang Zong, Guowei Yang, Yan Yan:
Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention. CoRR abs/2008.06581 (2020) - [i3]Keshav Bhandari, Ziliang Zong, Yan Yan:
Revisiting Optical Flow Estimation in 360 Videos. CoRR abs/2010.08045 (2020) - [i2]Keshav Bhandari, Mario A. DeLaGarza, Ziliang Zong, Hugo Latapie, Yan Yan:
Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset. CoRR abs/2010.08055 (2020) - [i1]Cody Blakeney, Xiaomin Li, Yan Yan, Ziliang Zong:
Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression. CoRR abs/2012.03096 (2020)
2010 – 2019
- 2019
- [j12]Divya Mahajan, Cody Blakeney
, Ziliang Zong:
Improving the energy efficiency of relational and NoSQL databases via query optimizations. Sustain. Comput. Informatics Syst. 22: 120-133 (2019) - [c51]Xiang Li, Guangping Xu, Hao Fan, Hongli Lu, Bo Tang, Yanbing Xue, Ziliang Zong:
Improving Read Performance of LSM-Tree Based KV Stores via Dual Grained Caches. HPCC/SmartCity/DSS 2019: 841-848 - [c50]Michael Lujan, Michael Baum, Dayuan Chen, Ziliang Zong:
Evaluating the Performance and Energy Efficiency of OpenGL and Vulkan on a Graphics Rendering Server. ICNC 2019: 777-781 - 2018
- [c49]Brad Everman
, Ziliang Zong:
GreenWeb: Hosting High-Load Websites Using Low-Power Servers. IGSC 2018: 1-6 - 2017
- [j11]Ziliang Zong, Rong Ge, Qijun Gu:
Marcher: A Heterogeneous System Supporting Energy-Aware High Performance Computing and Big Data Analytics. Big Data Res. 8: 27-38 (2017) - [c48]Divya Mahajan, Ziliang Zong:
Energy efficiency analysis of query optimizations on MongoDB and Cassandra. IGSC 2017: 1-6 - [c47]Sepideh Maleki, Cuijiao Fu, Arun Banotra, Ziliang Zong:
Understanding the impact of object oriented programming and design patterns on energy efficiency. IGSC 2017: 1-6 - 2016
- [j10]Keke Gai
, Meikang Qiu
, Hui Zhao, Lixin Tao, Ziliang Zong:
Dynamic energy-aware cloudlet-based mobile cloud computing model for green computing. J. Netw. Comput. Appl. 59: 46-54 (2016) - [c46]Da Li, Xinbo Chen, Michela Becchi, Ziliang Zong:
Evaluating the Energy Efficiency of Deep Convolutional Neural Networks on CPUs and GPUs. BDCloud-SocialCom-SustainCom 2016: 477-484 - [c45]Xinbo Chen, Ziliang Zong:
Android App Energy Efficiency: The Impact of Language, Runtime, Compiler, and Implementation. BDCloud-SocialCom-SustainCom 2016: 485-492 - 2015
- [j9]Meikang Qiu, Zhong Ming, Jiayin Li, Keke Gai
, Ziliang Zong:
Phase-Change Memory Optimization for Green Cloud with Genetic Algorithm. IEEE Trans. Computers 64(12): 3528-3540 (2015) - [j8]Meikang Qiu
, Zhi Chen, Jianwei Niu, Ziliang Zong, Gang Quan
, Xiao Qin, Laurence T. Yang:
Data Allocation for Hybrid Memory With Genetic Algorithm. IEEE Trans. Emerg. Top. Comput. 3(4): 544-555 (2015) - [c44]Sarah Abdulsalam, Ziliang Zong, Qijun Gu, Meikang Qiu:
Using the Greenup, Powerup, and Speedup metrics to evaluate software energy efficiency. IGSC 2015: 1-8 - [c43]Anurag Gupta, Sanjeev Gupta, Rong Ge, Ziliang Zong:
CRUSH: Data collection and analysis framework for power capped data intensive computing. IGSC 2015: 1-6 - [c42]Donna Lakomski, Ziliang Zong, Tongdan Jin, Rong Ge:
Optimal balance between energy and performance in hybrid computing applications. IGSC 2015: 1-8 - [c41]Saami Rahman, Martin Burtscher, Ziliang Zong, Apan Qasem:
Maximizing Hardware Prefetch Effectiveness with Machine Learning. HPCC/CSS/ICESS 2015: 383-389 - [p1]Ziliang Zong:
Storing, Managing, and Analyzing Big Satellite Data: Experiences and Lessons Learned from a Real-World Application. Big Data - Algorithms, Analytics, and Applications 2015: 405-424 - 2014
- [j7]Ziliang Zong, Ribel Fares, Brian Romoser, Joal Wood:
FastStor: improving the performance of a large scale hybrid storage system via caching and prefetching. Clust. Comput. 17(2): 593-604 (2014) - [c40]Martin Burtscher, Ivan Zecena, Ziliang Zong:
Measuring GPU Power with the K20 Built-in Sensor. GPGPU@ASPLOS 2014: 28 - [c39]Rong Ge, Xizhou Feng, Martin Burtscher, Ziliang Zong:
PEACH: a model for performance and energy aware cooperative hybrid computing. Conf. Computing Frontiers 2014: 24:1-24:2 - [c38]Sarah Abdulsalam, Donna Lakomski, Qijun Gu, Tongdan Jin, Ziliang Zong:
Program energy efficiency: The impact of language, compiler and implementation choices. IGCC 2014: 1-6 - [c37]Li Tan, Longxiang Chen, Zizhong Chen
, Ziliang Zong, Rong Ge, Dong Li:
HP-DAEMON: High Performance Distributed Adaptive Energy-efficient Matrix-multiplicatiON. ICCS 2014: 599-613 - [c36]Joal Wood, Ziliang Zong, Qijun Gu, Rong Ge:
Energy and Power Characterization of Parallel Programs Running on Intel Xeon Phi. ICPP Workshops 2014: 265-272 - [c35]Rong Ge, Xizhou Feng, Martin Burtscher, Ziliang Zong:
Performance and Energy Modeling for Cooperative Hybrid Computing. NAS 2014: 232-241 - 2013
- [c34]Joal Wood, Brian Romoser, Ivan Zecena, Ziliang Zong:
B-MAPS: a self-adaptive resource scheduling framework for heterogeneous cloud systems. CAC 2013: 19:1-19:2 - [c33]Li Tan, Longxiang Chen, Zizhong Chen
, Ziliang Zong, Dong Li, Rong Ge:
Improving performance and energy efficiency of matrix multiplication via pipeline broadcast. CLUSTER 2013: 1-5 - [c32]Thomas Wirtz, Rong Ge, Ziliang Zong, Zizhong Chen
:
Power and energy characteristics of MapReduce data movements. IGCC 2013: 1-7 - [c31]Ziliang Zong, Jonathan Bush, Rong Ge, Xin Li, Zizhong Chen
:
Energy-Efficient Scheduling for Multicore Systems with Bounded Resources. GreenCom/iThings/CPScom 2013: 163-170 - [c30]Rong Ge, Ryan Vogt, Jahangir Majumder, Arif Alam, Martin Burtscher, Ziliang Zong:
Effects of Dynamic Voltage and Frequency Scaling on a K20 GPU. ICPP 2013: 826-833 - [c29]Brian Romoser, Ziliang Zong, Ribel Fares, Joal Wood, Rong Ge:
Using intelligent prefetching to reduce the energy consumption of a large-scale storage system. IPCCC 2013: 1-9 - [c28]Li Tan, Zizhong Chen
, Ziliang Zong, Dong Li, Rong Ge:
A2E: Adaptively aggressive energy efficient DVFS scheduling for data intensive applications. IPCCC 2013: 1-10 - [c27]Ivan Zecena, Martin Burtscher, Tongdan Jin, Ziliang Zong:
Evaluating the performance and energy efficiency of n-body codes on multi-core CPUs and GPUs. IPCCC 2013: 1-8 - [c26]Yanheng Zhao, Xin Li, Zhiping Jia, Lei Ju, Ziliang Zong:
Dependency-Based Energy-Efficient Scheduling for Homogeneous Multi-core Clusters. TrustCom/ISPA/IUCC 2013: 1299-1306 - 2012
- [c25]Ivan Zecena, Ziliang Zong, Rong Ge, Tongdan Jin, Zizhong Chen
, Meikang Qiu:
Energy consumption analysis of parallel sorting algorithms running on multicore systems. IGCC 2012: 1-6 - [c24]Longxiang Chen, Panruo Wu, Zizhong Chen
, Rong Ge, Ziliang Zong:
Energy Efficient Parallel Matrix-Matrix Multiplication for DVFS-enabled Clusters. ICPP Workshops 2012: 239-245 - [c23]Rong Ge, Xizhou Feng, Thomas Wirtz, Ziliang Zong, Zizhong Chen
:
eTune: A Power Analysis Framework for Data-Intensive Computing. ICPP Workshops 2012: 254-261 - [c22]Brian Romoser, Ribel Fares, Peter Janovics, Ziliang Zong:
Characterizing global user download behavior on a large-scale satellite image distribution system. IISWC 2012: 84-85 - [c21]Xiaojun Ruan, Ziliang Zong, Mohammed I. Alghamdi
, Yun Tian, Xunfei Jiang, Xiao Qin:
Improving write performance by enhancing internal parallelism of Solid State Drives. IPCCC 2012: 266-274 - [c20]Brian Romoser, Ribel Fares, Peter Janovics, Xiaojun Ruan, Xiao Qin, Ziliang Zong:
Global workload characterization of a large scale satellite image distribution system. IPCCC 2012: 368-375 - [c19]Ribel Fares, Brian Romoser, Ziliang Zong, Mais Nijim, Xiao Qin:
Performance Evaluation of Traditional Caching Policies on a Large System with Petabytes of Data. NAS 2012: 227-234 - [c18]Ziliang Zong, Brian Romoser:
Architecture Design of a Data Intensive Satellite Image Processing and Distribution System. SC Companion 2012: 777-781 - 2011
- [j6]Gordon D. Standart, Kelsey R. Stulken, Xuesong Zhang, Ziliang Zong:
Geospatial visualization of global satellite images with Vis-EROS. Environ. Model. Softw. 26(7): 980-982 (2011) - [j5]Mais Nijim, Ziliang Zong, Shu Yin, Kiranmai Bellam, Xiao Qin:
Quality of security adaptation in parallel disk systems. J. Parallel Distributed Comput. 71(2): 288-301 (2011) - [j4]Ziliang Zong, Adam Manzanares, Xiaojun Ruan, Xiao Qin:
EAD and PEBD: Two Energy-Aware Duplication Scheduling Algorithms for Parallel Tasks on Homogeneous Clusters. IEEE Trans. Computers 60(3): 360-374 (2011) - [c17]Travis Kowalski, Kevin Israel, Ambu Sreedharan, Ziliang Zong:
Mobile learning experience in the calculus classroom. FIE 2011: 1 - [c16]Jonathan Bush, Matthew Kane, Kai Segrud, Damon R. Fick, Ziliang Zong:
An interactive approach to renewable energy research and education. FIE 2011: S3 - [c15]Ziliang Zong, Xiao Qin, Xiaojun Ruan, Mais Nijim:
Heat-based dynamic data caching: A load balancing strategy for energy-efficient parallel storage systems with buffer disks. MSST 2011: 1-6 - 2010
- [c14]Shu Yin, Mohammed I. Alghamdi
, Xiaojun Ruan, Mais Nijim, Ashwin Tamilarasan, Ziliang Zong, Xiao Qin, Yiming Yang:
Improving Energy Efficiency and Security for Disk Systems. HPCC 2010: 442-449 - [c13]Mais Nijim, Ziliang Zong, Xiao Qin, Yousef Nijim:
Multi-layer Prefetching for Hybrid Storage Systems: Algorithms, Models, and Evaluations. ICPP Workshops 2010: 44-49 - [c12]Jiayin Li, Meikang Qiu, Jianwei Niu, Wenzhong Gao, Ziliang Zong, Xiao Qin:
Feedback Dynamic Algorithms for Preemptable Job Scheduling in Cloud Systems. Web Intelligence 2010: 561-564
2000 – 2009
- 2009
- [c11]Xiaojun Ruan, Adam Manzanares, Shu Yin, Ziliang Zong, Xiao Qin:
Performance Evaluation of Energy-Efficient Parallel I/O Systems with Write Buffer Disks. ICPP 2009: 164-171 - [c10]Xiaojun Ruan, Adam Manzanares, Kiranmai Bellam, Xiao Qin, Ziliang Zong:
DARAW: a new write buffer to improve parallel I/O energy-efficiency. SAC 2009: 299-304 - 2008
- [j3]Ziliang Zong, Mais Nijim, Adam Manzanares, Xiao Qin:
Energy efficient scheduling for parallel applications on mobile clusters. Clust. Comput. 11(1): 91-113 (2008) - [j2]Xiao Qin, Mohammed I. Alghamdi
, Mais Nijim, Ziliang Zong, Kiranmai Bellam, Xiaojun Ruan, Adam Manzanares:
Improving Security of Real-Time Wireless Networks Through Packet Scheduling [Transactions Letters]. IEEE Trans. Wirel. Commun. 7(9): 3273-3279 (2008) - 2007
- [j1]Mais Nijim, Ziliang Zong, Xiao Qin:
StReD: A quality of security framework for storage resources in Data Grids. Future Gener. Comput. Syst. 23(6): 816-824 (2007) - [c9]Kiranmai Bellam, Ziliang Zong, Mohammed I. Alghamdi
, Mais Nijim, Xiao Qin:
Integrating Fault Recovery and Quality of Security in Real-Time Systems. AINA Workshops (2) 2007: 500-505 - [c8]Kiranmai Bellam, Raghava K. Vudata, Xiao Qin, Ziliang Zong, Xiaojun Ruan, Mais Nijim:
Interplay of Security and Reliability using Non-uniform Checkpoints. ICCCN 2007: 663-668 - [c7]Xiaojun Ruan, Xiao Qin, Ziliang Zong, Kiranmai Bellam, Mais Nijim:
An Energy-Efficient Scheduling Algorithm Using Dynamic Voltage Scaling for Parallel Applications on Clusters. ICCCN 2007: 735-740 - [c6]Ziliang Zong, Xiao Qin, Xiaojun Ruan, Kiranmai Bellam, Mais Nijim, Mohammed I. Alghamdi
:
Energy-Efficient Scheduling for Parallel Applications Running on Heterogeneous Clusters. ICPP 2007: 19 - [c5]Xiao Qin, Mohammed I. Alghamdi
, Mais Nijim, Ziliang Zong, Kiranmai Bellam:
Scheduling of Periodic Packets in Energy-Aware Wireless Networks. IPCCC 2007: 210-217 - [c4]Ziliang Zong, Matt Briggs, Nick O'Connor, Xiao Qin:
An Energy-Efficient Framework for Large-Scale Parallel Storage Systems. IPDPS 2007: 1-7 - [c3]Ziliang Zong, Xiao Qin, Xiaojun Ruan, Kiranmai Bellam, Yiming Yang, Adam Manzanares:
A simulation framework for energy efficient data grids. WSC 2007: 1417-1423 - 2006
- [c2]Ziliang Zong, Adam Manzanares, Brian Stinar, Xiao Qin:
Energy-Aware Duplication Strategies for Scheduling Precedence-Constrained Parallel Tasks on Clusters. CLUSTER 2006 - 2004
- [c1]Weixing Bi, XuGang Wang, Ziliang Zong, Zheng Tang:
Modified Error Function with Added Terms for the Backpropagation Algorithm. ISNN (1) 2004: 338-343
Coauthor Index
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