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Jerry Chou 0001

Jerry Chi-Yuan Chou

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affiliation: National Tsing Hua University, Department of Computer Science, Hsinchu, Taiwan

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Books and Theses

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2009
[b1]
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Jerry Chou:
A new network architecture for future optical networks : coarse optical circuit switching by default, rerouting over circuits for adaptation. University of California, San Diego, USA, 2009

Journal Articles

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2023
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Chen-Chun Chen, Yu-Min Chou, Jerry Chou:
PHY: A performance-driven hybrid communication compression method for distributed training. J. Parallel Distributed Comput. 180: 104719 (2023)
[j22]
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Min-Chi Chiang, Lu-Wen Zhang, Yu-Min Chou, Jerry Chou:
Dynamic Resource Management for Machine Learning Pipeline Workloads. SN Comput. Sci. 4(5): 665 (2023)
[j21]
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Hung-Hsin Chen, En-Te Lin, Yu-Min Chou, Jerry Chou:
Gemini: Enabling Multi-Tenant GPU Sharing Based on Kernel Burst Estimation. IEEE Trans. Cloud Comput. 11(1): 854-867 (2023)
2022
[j20]
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Shalini Sharma, Jerry Chou:
Accelerate Incremental TSP Algorithms on Time Evolving Graphs with Partitioning Methods. Algorithms 15(2): 64 (2022)
[j19]
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Chen-Chun Chen, Kai-Siang Wang, Yu-Tung Hsiao, Jerry Chou:
ALBERT: An automatic learning based execution and resource management system for optimizing Hadoop workload in clouds. J. Parallel Distributed Comput. 168: 45-56 (2022)
[j18]
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Ke-Jou Hsu, Jerry Chou:
Performance benchmarking and auto-tuning for scientific applications on virtual cluster. J. Supercomput. 78(5): 6174-6206 (2022)
[j17]
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Satyajit Padhy, Ming-Han Tsai, Shalini Sharma, Jerry Chou:
CAMIRA: a consolidation-aware migration avoidance job scheduling strategy for virtualized parallel computing clusters. J. Supercomput. 78(9): 11921-11948 (2022)
[j16]
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En-Ming Huang, Jerry Chou:
Optimization of multi-class 0/1 knapsack problem on GPUs by improving memory access efficiency. J. Supercomput. 78(11): 13653-13679 (2022)
2021
[j15]
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Satyajit Padhy, Jerry Chou:
Reconfiguration Aware Orchestration for Network Function Virtualization With Time-Varied Workload in Virtualized Datacenters. IEEE Access 9: 48413-48428 (2021)
[j14]
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Chi-Chen Yang, Satyajit Padhy, Jerry Chou:
A Hybrid Virtual Network Function Placement Strategy for Maximizing the Profit of Network Service Deployment Over Time-Varying Workloads. IEEE Access 9: 99983-99994 (2021)
[j13]
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Satyajit Padhy, Jerry Chou:
MIRAGE: A consolidation aware migration avoidance genetic job scheduling algorithm for virtualized data centers. J. Parallel Distributed Comput. 154: 106-118 (2021)
[j12]
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Shalini Sharma, Jerry Chou:
Distributed and incremental travelling salesman algorithm on time-evolving graphs. J. Supercomput. 77(10): 10896-10920 (2021)
[j11]
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Wei-Fang Sun, Hung-Hsin Chen, ShaoFu Lin, YuanChing Lin, Jing-Wei Wu, En-Te Lin, Jerry Chou:
Critique of "Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility" by SCC Team From National Tsing Hua University. IEEE Trans. Parallel Distributed Syst. 32(11): 2623-2626 (2021)
2020
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Shalini Sharma, Jerry Chou:
A survey of computation techniques on time evolving graphs. Int. J. Big Data Intell. 7(1): 1-14 (2020)
2019
[j9]
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ShaoFu Lin, ChiChen Yang, YuHsuan Cheng, KengJui Hsu, Hung-Hsin Chen, YuanChing Lin, Jerry Chou:
Student Cluster Competition 2018, team NTHU: Reproducing performance of multi-physics simulations of the tsunamigenic 2004 sumatra megathrust earthquake on the Intel Skylake architecture. Parallel Comput. 90 (2019)
2018
[j8]
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Moïse W. Convolbo, Jerry Chou, Ching-Hsien Hsu, Yeh-Ching Chung:
GEODIS: towards the optimization of data locality-aware job scheduling in geo-distributed data centers. Computing 100(1): 21-46 (2018)
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ChanJung Chang, YungChing Lin, YuHsuan Cheng, YuCheng Wang, LiYu Yu, TienChi Yang, Jerry Chou:
Student cluster competition 2017, team NTHU: Reproducing vectorization of the tersoff multi-body potential on the Intel Skylake and Nvidia P100 architecture. Parallel Comput. 78: 72-78 (2018)
2016
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Moïse W. Convolbo, Jerry Chou:
Cost-aware DAG scheduling algorithms for minimizing execution cost on cloud resources. J. Supercomput. 72(3): 985-1012 (2016)
2015
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Jerry Chi-Yuan Chou, Ting-Hsuan Lai, Jinoh Kim, Doron Rotem:
Exploiting Replication for Energy-Aware Scheduling in Disk Storage Systems. IEEE Trans. Parallel Distributed Syst. 26(10): 2734-2749 (2015)
2014
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Jinoh Kim, Jerry Chi-Yuan Chou, Doron Rotem:
iPACS: Power-aware covering sets for energy proportionality and performance in data parallel computing clusters. J. Parallel Distributed Comput. 74(1): 1762-1774 (2014)
2010
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Jerry Chi-Yuan Chou, Bill Lin:
Birkhoff-von Neumann switching with statistical traffic profiles. Comput. Commun. 33(7): 848-851 (2010)
2009
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Jerry Chi-Yuan Chou, Bill Lin, Subhabrata Sen, Oliver Spatscheck:
Proactive surge protection: a defense mechanism for bandwidth-based attacks. IEEE/ACM Trans. Netw. 17(6): 1711-1723 (2009)
2006
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Jerry Chi-Yuan Chou, Tai-Yi Huang, Kuang-Li Huang, Tsung-Yen Chen:
SCALLOP: A Scalable and Load-Balanced Peer-to-Peer Lookup Protocol. IEEE Trans. Parallel Distributed Syst. 17(5): 419-433 (2006)

Conference and Workshop Papers

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2024
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Yi-Syuan Ke, Zhan-Wei Wu, Chih-Tai Tsai, Sao-Hsuan Lin, Jerry Chou:
CacheFlow: Enhancing Data Flow Efficiency in Serverless Computing by Local Caching. CLOSER 2024: 224-230
2023
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Kai-Siang Wang, Cheng-Han Hsieh, Jerry Chou:
Optimal Static Bidding Strategy for Running Jobs with Hard Deadline Constraints on Spot Instances. CLOSER 2023: 123-130
2022
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HanTing Liang, Jerry Chou:
HPA: Hierarchical Placement Algorithm for Multi-Cloud Microservices Applications. CloudCom 2022: 17-24
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Jinoh Kim, Massimo Cafaro, Jerry Chou, Alex Sim:
SNTA'22: The 5th Workshop on Systems and Network Telemetry and Analytics. HPDC 2022: 296-297
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Chia-Ting Hung, Jerry Chou, Ming-Hung Chen, I-Hsin Chung:
A Locality-aware Cooperative Distributed Memory Caching for Parallel Data Analytic Applications. IPDPS Workshops 2022: 1111-1117
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Kai-Siang Wang, Jerry Chou:
A Reservation-Based List Scheduling for Embedded Systems with Memory Constraints. PDCAT 2022: 147-157
2021
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Min-Chi Chiang, Jerry Chou:
DynamoML: Dynamic Resource Management Operators for Machine Learning Workloads. CLOSER 2021: 122-132
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YuCheng Wang, Jerry Chou, I-Hsin Chung:
A Deep Reinforcement Learning Method for Solving Task Mapping Problems with Dynamic Traffic on Parallel Systems. HPC Asia 2021: 1-10
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Yong-Xuan Huang, Jerry Chou:
Evaluations of Network Performance Enhancement on Cloud-native Network Function. SNTA@HPDC 2021: 3-8
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Chi-Chen Yang, Jerry Chou:
A Hybrid Virtual Network Function Placement Strategy for Maximizing the Profit of Network Service Deployment over Dynamic Workload. SNTA@HPDC 2021: 17-20
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Jerry Chou:
Recent Advances and Future Challenges for Network Function Virtualization Infrastructure. SNTA@HPDC 2021: 25
2020
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ChanJung Chang, Jerry Chou, Yu-Ching Chou, I-Hsin Chung:
ECS2: A Fast Erasure Coding Library for GPU-Accelerated Storage Systems with Parallel & Direct IO. CLUSTER 2020: 349-358
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Satyajit Padhy, Jerry Chou:
Finding the Optimal Reconfiguration for Network Function Virtualization Orchestration with Time-varied Workload. SNTA@HPDC 2020: 49-52
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Ting-An Yeh, Hung-Hsin Chen, Jerry Chou:
KubeShare: A Framework to Manage GPUs as First-Class and Shared Resources in Container Cloud. HPDC 2020: 173-184
2019
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Chan-Yi Lin, Ting-An Yeh, Jerry Chou:
DRAGON: A Dynamic Scheduling and Scaling Controller for Managing Distributed Deep Learning Jobs in Kubernetes Cluster. CLOSER 2019: 569-577
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Ruei-Jie Hsieh, Jerry Chou, Chih-Hsiang Ho:
Unsupervised Online Anomaly Detection on Multivariate Sensing Time Series Data for Smart Manufacturing. SOCA 2019: 90-97
2018
[c36]
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Chan-Yi Lin, Hsin-Yu Pai, Jerry Chou:
Comparison Between Bare-metal, Container and VM using Tensorflow Image Classification Benchmarks for Deep Learning Cloud Platform. CLOSER 2018: 376-383
[c35]
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Yu-Cing Luo, Shih-Chun Huang, Jerry Chou, Bing-Liang Chen:
A Computation Workload Characteristic Study of C-RAN. ICDCS 2018: 1599-1603
2017
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Tzu-Hsien Wu, Jerry Chi-Yuan Chou, Norbert Podhorszki, Junmin Gu, Yuan Tian, Scott Klasky, Kesheng Wu:
Apply Block Index Technique to Scientific Data Analysis and I/O Systems. CCGrid 2017: 865-871
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Chen-Chun Chen, Yu-Tung Hasio, Chan-Yi Lin, Shihyu Lu, Hsin-Tse Lu, Jerry Chou:
Using Deep Learning to Predict and Optimize Hadoop Data Analytic Service in a Cloud Platform. DASC/PiCom/DataCom/CyberSciTech 2017: 909-916
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Yeh-Cheng Chen, Jerry Chou:
Strike the Balance between System Utilization and Data Locality under Deadline Constraint for MapReduce Clusters. PDCAT 2017: 328-335
[c31]
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Tzu-Hsien Wu, Jerry Chi-Yuan Chou, Shyng Hao, Bin Dong, Scott Klasky, Kesheng Wu:
Optimizing the query performance of block index through data analysis and I/O modeling. SC 2017: 12
[c30]
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Shih-Chun Huang, Yu-Cing Luo, Bing-Liang Chen, Yeh-Ching Chung, Jerry Chou:
Application-Aware Traffic Redirection: A Mobile Edge Computing Implementation Toward Future 5G Networks. SC² 2017: 17-23
[c29]
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Bing-Liang Chen, Shih-Chun Huang, Yu-Cing Luo, Yeh-Ching Chung, Jerry Chou:
A Dynamic Module Deployment Framework for M2M Platforms. SC² 2017: 194-200
2016
[c28]
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Hojjat Baghban, Mahdis Moradi, Ching-Hsien Hsu, Jerry Chou, Yeh-Ching Chung:
Byzantine Fault Tolerant Optimization in Federated Cloud Computing. CIT 2016: 658-661
[c27]
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Tzu-Hsien Wu, Hao Shyng, Jerry Chi-Yuan Chou, Bin Dong, Kesheng Wu:
Indexing Blocks to Reduce Space and Time Requirements for Searching Large Data Files. CCGrid 2016: 398-402
[c26]
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Lung-Hsiang Chung, Ching-Feng Lee, Jerry Chou:
Dynamic Block Partitioning Strategy for Cloud-Backed File Systems. CloudCom 2016: 253-260
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Moïse W. Convolbo, Jerry Chou, Shihyu Lu, Yeh-Ching Chung:
DRASH: A Data Replication-Aware Scheduler in Geo-Distributed Data Centers. CloudCom 2016: 302-309
[c24]
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Hojjat Baghban, Jerry Chou, Ching-Hsien Hsu, Yeh-Ching Chung:
Modeling of Resource Granularity and Utilization with Virtual Machine Splitting. DASC/PiCom/DataCom/CyberSciTech 2016: 769-772
[c23]
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Jyun-Sheng Kao, Jerry Chou:
Distributed Incremental Pattern Matching on Streaming Graphs. HPGP@HPDC 2016: 43-50
[c22]
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Satyajit Padhy, Hsin-Yu Chang, Ting-Fang Hou, Jerry Chou, Chung-Ta King, Cheng-Hsin Hsu:
A Middleware Solution for Optimal Sensor Management of IoT Applications on LTE Devices. QSHINE 2016: 283-292
[c21]
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Mu-Han Huang, Yu-Cing Luo, Chen-Nien Mao, Bing-Liang Chen, Shih-Chun Huang, Jerry Chou, Shun-Ren Yang, Yeh-Ching Chung, Cheng-Hsin Hsu:
Performance Evaluations of Cloud Radio Access Networks. QSHINE 2016: 312-321
2015
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Kuo Sheng Deng, Chin-Feng Lee, Jerry Chou, Yi-Chen Shih, Shang Hao Chuang, Po Hsuan Wu:
pNFS-Based Software-Defined Storage for Information Lifecycle Management. CCBD 2015: 89-92
[c19]
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Hsuan-Te Chiu, Jerry Chi-Yuan Chou, Venkat Vishwanath, Kesheng Wu:
In-memory Query System for Scientific Dataseis. ICPADS 2015: 362-371
[c18]
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Yu-Jung Ko, Hui-Ming Huang, Wei-Han Hsing, Jerry Chou, Hung-Chih Chiu, Hsi-Pin Ma:
A Patient-centered medical environment with wearable sensors and cloud monitoring. WF-IoT 2015: 628-633
2014
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Wu-Chun Chung, Po-Chi Shih, Kuan-Chou Lai, Kuan-Ching Li, Che-Rung Lee, Jerry Chou, Ching-Hsien Hsu, Yeh-Ching Chung:
Taiwan UniCloud: A Cloud Testbed with Collaborative Cloud Services. IC2E 2014: 107-116
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Hsuan-Te Chiu, Jerry Chi-Yuan Chou, Venkat Vishwanath, Surendra Byna, Kesheng Wu:
Simplifying index file structure to improve I/O performance of parallel indexing. ICPADS 2014: 576-583
2013
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  - conf/cloudcom/TsaiCC13
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Ming-Han Tsai, Jerry Chou, Jye Chen:
Prevent VM Migration in Virtualized Clusters via Deadline Driven Placement Policy. CloudCom (1) 2013: 599-606
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Kuan-Wu Lin, Surendra Byna, Jerry Chi-Yuan Chou, Kesheng Wu:
Optimizing fastquery performance on lustre file system. SSDBM 2013: 29:1-29:12
2012
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Chai-Hao Tsai, Jerry Chou, Yeh-Ching Chung:
Value-based tiering management on heterogeneous block-level storage system. CloudCom 2012: 393-398
[c12]
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Surendra Byna, Jerry Chi-Yuan Chou, Oliver Rübel, Prabhat, Homa Karimabadi, William S. Daughton, Vadim Roytershteyn, E. Wes Bethel, Mark Howison, Ke-Jou Hsu, Kuan-Wu Lin, Arie Shoshani, Andrew Uselton, Kesheng Wu:
Parallel I/O, analysis, and visualization of a trillion particle simulation. SC 2012: 59
2011
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Jerry Chi-Yuan Chou, Kesheng Wu, Prabhat:
FastQuery: A Parallel Indexing System for Scientific Data. CLUSTER 2011: 455-464
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Jerry Chi-Yuan Chou, Jinoh Kim, Doron Rotem:
Energy-Aware Scheduling in Disk Storage Systems. ICDCS 2011: 423-433
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Jerry Chi-Yuan Chou, Mark Howison, Brian Austin, Kesheng Wu, Ji Qiang, E. Wes Bethel, Arie Shoshani, Oliver Rübel, Prabhat, Robert D. Ryne:
Parallel index and query for large scale data analysis. SC 2011: 30:1-30:11
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Jinoh Kim, Jerry Chi-Yuan Chou, Doron Rotem:
Energy Proportionality and Performance in Data Parallel Computing Clusters. SSDBM 2011: 414-431
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Jerry Chi-Yuan Chou, Kesheng Wu, Prabhat:
FastQuery: A General Indexing and Querying System for Scientific Data. SSDBM 2011: 573-574
2009
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Jerry Chi-Yuan Chou, Bill Lin:
Optimal multi-path routing and bandwidth allocation under utility max-min fairness. IWQoS 2009: 1-9
2008
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Jerry Chi-Yuan Chou, Bill Lin, Subhabrata Sen, Oliver Spatscheck:
Proactive Surge Protection: A Defense Mechanism for Bandwidth-Based Attacks. USENIX Security Symposium 2008: 123-138
2007
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Jerry Chou, Bill Lin, Subhabrata Sen, Oliver Spatscheck:
Minimizing collateral damage by proactive surge protection. LSAD@SIGCOMM 2007: 97-104
2004
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Jerry Chi-Yuan Chou, Tai-Yi Huang, Kuang-Li Huang:
SCALLOP: a scalable and load-balanced peer-to-peer lookup protocol for high-performance distributed systems. CCGRID 2004: 19-26
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Kuang-Li Huang, Tai-Yi Huang, Jerry Chi-Yuan Chou:
LessLog: A Logless File Replication Algorithm for Peer-to-Peer Distributed Systems. IPDPS 2004
2003
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Jerry Chi-Yuan Chou, Tai-Yi Huang:
A Scalable and Load-Balanced Lookup Protocol for High-Performance Peer-to-Peer Distributed Systems. PDPTA 2003: 708-712

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2023
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Massimo Cafaro, Eric Chan-Tin, Jerry Chou, Jinoh Kim:
Proceedings of the 2023 on Systems and Network Telemetry and Analytics, SNTA 2023, Orlando, FL, USA, 20 June 2023. ACM 2023 [contents]
2022
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Massimo Cafaro, Jerry Chou, Jinoh Kim, Alex Sim:
SNTA@HPDC 2022, Fifth International Workshop on Systems and Network Telemetry and Analytics, Minneapolis, MN, USA, 30 June 2022. ACM 2022, ISBN 978-1-4503-9315-7 [contents]

Reference Works

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2012
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Jerry Chi-Yuan Chou, Jinoh Kim, Doron Rotem:
Energy-Saving Techniques for Disk Storage Systems. Handbook of Energy-Aware and Green Computing 2012: 147-167

Informal and Other Publications

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2023
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Vincent Hsieh, Jerry Chou:
Towards Serverless Optimization with In-place Scaling. CoRR abs/2311.09526 (2023)

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