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ORCID26th ICPADS 2020: Hong Kong, SAR, China
- 26th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2020, Hong Kong, December 2-4, 2020. IEEE 2020, ISBN 978-1-7281-9074-7
Session 1: Learning Algorithm
- Jiaping Yu, Huahui Chen, Jiangbo Qian, Yihong Dong:
LTG-LSM: The Optimal Structure in LSM-tree Combined with Reading Hotness. 1-8 - Zafar Ahmad
, Sharmila Duppala, Rezaul Chowdhury, Steven Skiena:
Improved MapReduce Load Balancing through Distribution-Dependent Hash Function Optimization. 9-18 - Shaohuai Shi, Qiang Wang, Xiaowen Chu:
Efficient Sparse-Dense Matrix-Matrix Multiplication on GPUs Using the Customized Sparse Storage Format. 19-26
Session 2: Algorithms for Cloud Systems
- Zhengwei Lei, Hongli Xu, Liusheng Huang, Zeyu Meng:
Joint Service Placement and Request Scheduling for Multi-SP Mobile Edge Computing Network. 27-34 - Saiqin Long, Zhetao Li, Zihao Liu, Qingyong Deng, Sangyoon Oh, Nobuyoshi Komuro:
A similarity clustering-based deduplication strategy in cloud storage systems. 35-43 - Yujun Liu, Yongjian Yang, En Wang, Wenbin Liu, Dongming Luan, Xiaoying Sun, Jie Wu:
A Fair Task Assignment Strategy for Minimizing Cost in Mobile Crowdsensing. 44-53 - Lucas Leandro Nesi, Lucas Mello Schnorr, Arnaud Legrand:
Communication-Aware Load Balancing of the LU Factorization over Heterogeneous Clusters. 54-63
Session 3: Algorithms for Networks
- Chun-Xun Lin, Tsung-Wei Huang, Martin D. F. Wong:
An Efficient Work-Stealing Scheduler for Task Dependency Graph. 64-71 - Yanying Lin, Kejiang Ye, Ming Chen, Naitian Deng, Tailin Wu, Cheng-Zhong Xu:
LBNN: Perceiving the State Changes of a Core Telecommunications Network via Linear Bayesian Neural Network. 72-80 - Faisal Fahmi, Pei-Shu Huang, Feng-Jian Wang:
A Method to Detecting Artifact Anomalies in A Microservice Architecture. 81-88 - Elijah Hradovich, Marek Klonowski, Dariusz R. Kowalski:
Contention resolution on a restrained channel. 89-98
Session 4: Performance Prediction and Optimization
- He Du, Xu Jiang, Tao Yang, Mingsong Lv, Wang Yi:
Real-Time Scheduling and Analysis of OpenMP Programs with Spin Locks. 99-108 - Yi Zhang, Ran Cui, Mingsong Lv, Chuanwen Li, Qingxu Deng:
Predicting Performance Degradation on Adaptive Cache Replacement Policy. 109-116 - Xiongxiong She, Chengliang Wang, Fenghua Tu:
Making Inconsistent Components More Efficient For Hybrid B+Trees. 117-123
Session 5: Edge and Persistent Memory
- Shien Zhu, Luan H. K. Duong, Weichen Liu:
XOR-Net: An Efficient Computation Pipeline for Binary Neural Network Inference on Edge Devices. 124-131 - Sheng Chen, Zheng Chen, Siyuan Gu, Baochao Chen, Junjie Xie, Deke Guo:
Load Balance Awared Data Sharing Systems In Heterogeneous Edge Environment. 132-139 - Wenbin Wang, Chaoshu Yang, Runyu Zhang, Shun Nie, Xianzhang Chen, Duo Liu:
Themis: Malicious Wear Detection and Defense for Persistent Memory File Systems. 140-147
Session 6: Federated Learning and Reinforcement Learning
- Guiliang Xiao, Mingjun Xiao, Guoju Gao, Sheng Zhang, Hui Zhao, Xiang Zou:
Incentive Mechanism Design for Federated Learning: A Two-stage Stackelberg Game Approach. 148-155 - Jiangshan Hao, Yanchao Zhao, Jiale Zhang:
Time Efficient Federated Learning with Semi-asynchronous Communication. 156-163 - Canhui Luo, Xuan Liu, Xinning Chen, Juan Luo:
Multi-agent Fault-tolerant Reinforcement Learning with Noisy Environments. 164-171 - Dingjie He, Dawei Feng, Hongda Jia, Hui Liu:
Decentralized Exploration of a Structured Environment Based on Multi-agent Deep Reinforcement Learning. 172-179
Session 7: Crowd Sourcing and Parallel Acceleration
- Pengfei Wang, Zhen Yu, Chi Lin, Leyou Yang, Yaqing Hou, Qiang Zhang:
D2D-Enabled Reliable Data Collection for Mobile Crowd Sensing. 180-187 - Erqun Dong, Jianzhe Liang, Zeyu Wang, Jingao Xu, Longfei Shangguan, Qiang Ma, Zheng Yang:
Improving the Applicability of Visual Peer-to-Peer Navigation with Crowdsourcing. 188-195 - Wassapon Watanakeesuntorn, Keichi Takahashi, Kohei Ichikawa, Joseph Park, George Sugihara, Ryousei Takano, Jason Haga, Gerald M. Pao:
Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution. 196-205 - Yutian Lei, Qingyong Deng, Saiqin Long, Shaohui Liu, Sangyoon Oh:
An Effective Design to Improve the Efficiency of DPUs on FPGA. 206-213
Session 8: Localization and Cross-Technology Communication
- Ran Gao, Yanchao Zhao, Maoxing Tang:
Lightweight Mobile Devices Indoor Location Based on Image Database. 214-221 - Chun Wang, Juan Luo, Cuijun Zhang, Xuan Liu:
A Dynamic Escape Route Planning Method for Indoor Multi-floor Buildings Based on Real-time Fire Situation Awareness. 222-229 - Weidong Zheng, Junmei Yao, Kaishun Wu:
Mitigating Cross-Technology Interference in Heterogeneous Wireless Networks based on Deep Learning. 230-237 - Baofu Huang, Zhidan Liu, Kaishun Wu:
Accelerating PageRank in Shared-Memory for Efficient Social Network Graph Analytics. 238-247
Session 9: Scheduling in Edge Environment
- Yiwen Wu, Yang Zhang, Junsheng Chang, Bo Ding, Tao Wang, Huaimin Wang:
Using Configuration Semantic Features and Machine Learning Algorithms to Predict Build Result in Cloud-Based Container Environment. 248-255 - Lei Zhang, Zhihao Qu, Baoliu Ye, Bin Tang:
Joint Service Placement and Computation Offloading in Mobile Edge Computing: An Auction-based Approach. 256-265 - Yu Chen, Sheng Zhang, Mingjun Xiao, Zhuzhong Qian, Jie Wu, Sanglu Lu:
Multi-user Edge-assisted Video Analytics Task Offloading Game based on Deep Reinforcement Learning. 266-273 - Lipeng Wang, Qiong Luo, Shengen Yan:
Accelerating Deep Learning Tasks with Optimized GPU-assisted Image Decoding. 274-281
Session 10: Application and Security
- Zhouqing Han, Xiaojun Zhu, Lijie Xu:
Scheduling Rechargeable UAVs for Long Time Barrier Coverage. 282-289 - Syed Mohtashim Abbas Bokhari, Oliver E. Theel:
Use of Genetic Programming Operators in Data Replication and Fault Tolerance. 290-299 - Yachao Shao, Tao Zhao, Xiaoning Wang, Xiaofeng Zou, Xiaoming Fu:
Multiple Balance Subsets Stacking for Imbalanced Healthcare Datasets. 300-307 - Jinlei Li, Yan Meng, Lu Zhou, Haojin Zhu:
Securing App Behaviors in Smart Home: A Human-App Interaction Perspective. 308-315
Session 11: Edge-Cloud Performance
- Yuepeng Li, Deze Zeng, Lin Gu, Andong Zhu, Quan Chen:
Task Offloading in Trusted Execution Environment empowered Edge Computing. 316-323 - Zhenyu Leng, Dejun Jiang, Liuying Ma, Jin Xiong:
Gecko: Guaranteeing Latency SLO on a Multi-Tenant Distributed Storage System. 324-333 - Jieqi Cui, Pengfei Chen, Guangba Yu:
A Learning-based Dynamic Load Balancing Approach for Microservice Systems in Multi-cloud Environment. 334-341 - Shengli Pan, Zhiyong Zhang, Tao Xue, Guangmin Hu:
Enhancing Availability for the MEC Service: CVaR-based Computation Offloading. 342-347
Session 12: Performance of Distributed Systems
- Yamei Dong, Bin Tang, Baoliu Ye, Zhihao Qu, Sanglu Lu:
Intermediate Value Size Aware Coded MapReduce. 348-355 - Yuepeng Li, Lvhao Chen, Deze Zeng, Lin Gu:
A Customized Reinforcement Learning based Binary Offloading in Edge Cloud. 356-362 - Ziye Yang, Benjamin Walker, James R. Harris, Yadong Li, Gang Cao:
Optimal Use Of The TCP/IP Stack in User-space Storage Applications with ADQ feature in NIC. 363-371
Session 13: Cyber Physical Security
- Bryan Pearson, Cliff C. Zou, Yue Zhang, Zhen Ling, Xinwen Fu:
SIC2: Securing Microcontroller Based IoT Devices with Low-cost Crypto Coprocessors. 372-381 - Shenqing Wang, Jian Wang, Chunhua Su, Xinshu Ma:
Intelligent Detection Algorithm Against UAVs' GPS Spoofing Attack. 382-389 - Jipeng Zhang, Zhe Liu, Hao Yang, Junhao Huang, Weibin Wu:
An Efficient and Scalable Sparse Polynomial Multiplication Accelerator for LAC on FPGA. 390-397 - Yue Guan, Songtao Guo, Pan Li, Yuanyuan Yang:
Secure and Verifiable Data Access Control Scheme With Policy Update and Computation Outsourcing for Edge Computing. 398-405
Session 14: AI and Distributed System Security
- Hanyi Zhang, Liming Fang, Keyu Jiang, Weiting Zhang, Minghui Li, Lu Zhou:
Secure Door on Cloud: A Secure Data Transmission Scheme to Protect Kafka's Data. 406-413 - Zhihui Wu, Yang Xiao, Enyuan Zhou, Qingqi Pei, Quan Wang:
A Solution to Data Accessibility Across Heterogeneous Blockchains. 414-421 - Zichun Liu, Liusheng Huang, Hongli Xu, Wei Yang, Shaowei Wang:
PrivAG: Analyzing Attributed Graph Data with Local Differential Privacy. 422-429 - Yunzhe Tian, Yingdi Wang, Endong Tong, Wenjia Niu, Liang Chang, Qi Alfred Chen, Gang Li, Jiqiang Liu:
Exploring Data Correlation between Feature Pairs for Generating Constraint-based Adversarial Examples. 430-437 - Guowen Xu, Hongwei Li, Yuan Zhang, Xiaodong Lin, Robert H. Deng, Xuemin Shen:
A Deep Learning Framework Supporting Model Ownership Protection and Traitor Tracing. 438-446
Session 15: Data Processing
- Michalis Konstantopoulos, Nikos Chondros, Mema Roussopoulos:
A social link based private storage cloud. 447-455 - Yanchao Zhu, Zhao Zhang, Cheqing Jin, Aoying Zhou:
Enabling Generic Verifiable Aggregate Query on Blockchain Systems. 456-465 - Yijie Shen, Jin Xiong, Dejun Jiang:
SrSpark: Skew-resilient Spark based on Adaptive Parallel Processing. 466-475 - Xiaopeng Fan, Xinchun Liu, Yang Wang, Youjun Wang, Jing Li:
Optimizing Multi-way Theta Join for Data Skew in Sub-second Stream Computing. 476-485
Session 16: Resource and Data Management
- Lei Huang, Si Liu:
OOOPS: An Innovative Tool for IO Workload Management on Supercomputers. 486-493 - Yaofeng Tu, Yinjun Han, Zhenghua Chen, Zhengguang Chen, Bing Chen:
URFS: A User-space Raw File System based on NVMe SSD. 494-501 - Yannis Sfakianakis, Manolis Marazakis, Angelos Bilas:
DyRAC: Cost-aware Resource Assignment and Provider Selection for Dynamic Cloud Workloads. 502-509 - Shun Nie, Chaoshu Yang, Runyu Zhang, Wenbin Wang, Duo Liu, Xianzhang Chen:
WMAlloc: A Wear-Leveling-Aware Multi-Grained Allocator for Persistent Memory File Systems. 510-517
Session 17: Secure and Reliable Systems
- Marziyeh Nourian, Mostafa Eghbali Zarch, Michela Becchi:
Optimizing Complex OpenCL Code for FPGA: A Case Study on Finite Automata Traversal. 518-527 - Dezun Dong, Shan Huang, Zejia Zhou, Wenxiang Yang, Hanyi Shi:
FastCredit: Expediting Credit-based Proactive Transports in Datacenters. 528-535 - Zhenyi Huang, Huawei Huang:
Proactive Failure Recovery for Stateful NFV. 536-543 - Zinan Li, Wenhao Li, Yubin Xia, Binyu Zang:
TEEp: Supporting Secure Parallel Processing in ARM TrustZone. 544-553
Session 18: Scheduling and Resource Management
- Yunhin Chan, Ke Luo, Xu Chen:
Compressive Sensing based Predictive Online Scheduling with Task Colocation in Cloud Data Center. 554-562 - Yufeng Xing, Lei Guo, Zongchao Xie, Lei Cui, Longxiang Gao, Shui Yu:
Non-Technical Losses Detection in Smart Grids: An Ensemble Data-Driven Approach. 563-568 - Kangli Hu, Weiwei Lin, Tiansheng Huang, Keqin Li, Like Ma:
Virtual Machine Consolidation for NUMA Systems: A Hybrid Heuristic Grey Wolf Approach. 569-576 - Yurui Li, Weiwei Lin, Keqin Li, James Z. Wang, Fagui Liu, Jie Liu:
A Novel Classification Model to Predict Batch Job Failures in Co-located Cloud. 577-584
Session 19: Federated Learning and Deep Learning
- Yuanshao Zhu, Shuyu Zhang, Yi Liu, Dusit Niyato, James J. Q. Yu:
Robust Federated Learning Approach for Travel Mode Identification from Non-IID GPS Trajectories. 585-592 - Shanshan Duan, Weidong Yang, Xuyu Wang, Shiwen Mao, Yuan Zhang:
Deep Spatio-Temporal Attention Model for Grain Storage Temperature Forecasting. 593-600 - Zhengxin Yu, Jia Hu, Geyong Min, Han Xu, Jed Mills:
Proactive Content Caching for Internet-of-Vehicles based on Peer-to-Peer Federated Learning. 601-608
Session 20: Distributed System Design and Implementation
- Zhengpeng Ai, Yuan Liu, Xingwei Wang:
ABC: An Auction-Based Blockchain Consensus-Incentive Mechanism. 609-616 - Zhiming Zhao, Chunming Rong, Martin Gilje Jaatun:
A Trustworthy Blockchain-based Decentralised Resource Management System in the Cloud. 617-624 - Shijing Yuan, Jie Li, Chentao Wu, Yusheng Ji, Yongbing Zhang:
DCVP: Distributed Collaborative Video Stream Processing in Edge Computing. 625-632 - Willy Susilo, Dung Hoang Duong, Huy Quoc Le:
Efficient Post-quantum Identity-based Encryption with Equality Test. 633-640
WorkShop Session 1: Big Data Systems
- Guenter Hesse, Christoph Matthies, Matthias Uflacker:
How Fast Can We Insert? An Empirical Performance Evaluation of Apache Kafka. 641-648 - Panagiotis Oikonomou, Nikos Tziritas, Georgios Theodoropoulos, Maria G. Koziri, Thanasis Loukopoulos, Samee U. Khan:
Graph-based Approaches for the Interval Scheduling Problem. 649-654 - Raghu Sesha Iyengar, Mohan Raghavan:
MPI Parallelization of NEUROiD Models Using Docker Swarm. 655-660
WorkShop Session 2: Edge Intelligence for Smart IoT Applications
- Weian Yan, Weiqin Tong, Xiaoli Zhi:
S-GAT: Accelerating Graph Attention Networks Inference on FPGA Platform with Shift Operation. 661-666 - Xiaojin Wang, Yingxiao Xiang, Wenjia Niu, Endong Tong, Jiqiang Liu:
Explainable Congestion Attack Prediction and Software-level Reinforcement in Intelligent Traffic Signal System. 667-672 - Jingyan Ma, Jingjing Gu, Qiang Zhou, Qiuhong Wang, Ming Sun:
Dynamic-Static-based Spatiotemporal Multi-Graph Neural Networks for Passenger Flow Prediction. 673-678 - Tong Wu, Xuxun Liu, Deze Zeng, Huan Zhou, Shouzhi Xu:
Incentive-driven Data Offloading and Caching Replacement Scheme in Opportunistic Mobile Networks. 679-684 - Weiwei Miao, Zeng Zeng, Lei Wei, Shihao Li, Chengling Jiang, Zhen Zhang:
Adaptive DNN Partition in Edge Computing Environments. 685-690 - Zeng Zeng, Shihao Li, Weiwei Miao, Lei Wei, Chengling Jiang, Chuanjun Wang, Mingxuan Zhang:
Efficient Edge Service Migration in Mobile Edge Computing. 691-696 - Chang Liu, Zhengong Cai, Bingshen Wang, Zhimin Tang, Jiaxu Liu:
A protocol-independent container network observability analysis system based on eBPF. 697-702
WorkShop Session 3: Heterogeneous Multi-access Mobile Edge Computing and Applications
- Lilei Zheng, Hongli Xu, Suo Chen, Liusheng Huang:
Performance Guaranteed Single Link Failure Recovery in SDN Overlay Networks. 703-708 - Michalis Konstantopoulos, Nikos Chondros, Mema Roussopoulos:
A Personal Distributed Real-time Collaborative System. 709-715 - Yan Liang, Xin Chen, Shuang Chen, Ying Chen:
Cooperative Resource Sharing Strategy With eMBB Cellular and C-V2X Slices. 716-721 - Shuangshuang Lu, Chanting Zhang, Mingjun Dai:
CP-BZD Repair Codes Design for Distributed Edge Computing. 722-727 - Bin Lin, Xiaohui Lin, Shengli Zhang, Hui Wang, Suzhi Bi:
Computation Task Scheduling and Offloading Optimization for Collaborative Mobile Edge Computing. 728-734
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