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40th ICDCS 2020: Singapore
- 40th IEEE International Conference on Distributed Computing Systems, ICDCS 2020, Singapore, November 29 - December 1, 2020. IEEE 2020, ISBN 978-1-7281-7002-2
Session 1A: Security and Privacy I
- Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal
, Robert H. Deng
Boosting Privately: Federated Extreme Gradient Boosting for Mobile Crowdsensing. 1-11 - Ahmad Akhtar
Blockchain Based Auditable Access Control for Distributed Business Processes. 12-22 - Kui Ren, Yu Guo, Jiaqi Li, Xiaohua Jia, Cong Wang, Yajin Zhou, Sheng Wang, Ning Cao, Feifei Li:
HybrIDX: New Hybrid Index for Volume-hiding Range Queries in Data Outsourcing Services. 23-33 - Ruide Zhang, Ning Zhang, Assad Moini, Wenjing Lou, Y. Thomas Hou:
PrivacyScope: Automatic Analysis of Private Data Leakage in TEE-Protected Applications. 34-44
Session 1B: Cloud Computing I
- Yan Li, Bo An, Junming Ma, Donggang Cao, Yasha Wang, Hong Mei:
SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud. 45-55 - Maria Casimiro, Diego Didona, Paolo Romano, Luís E. T. Rodrigues, Willy Zwaenepoel, David Garlan:
Lynceus: Cost-efficient Tuning and Provisioning of Data Analytic Jobs. 56-66 - Sean Choi, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum:
λ-NIC: Interactive Serverless Compute on Programmable SmartNICs. 67-77 - Lei Xie, Jidong Zhai, Baodong Wu, Yuanbo Wang, Xingcheng Zhang, Peng Sun, Shengen Yan:
Elan: Towards Generic and Efficient Elastic Training for Deep Learning. 78-88
Session 1C: IoT I
- Jian Kang, Dan Lin:
DASH: A Universal Intersection Traffic Management System for Autonomous Vehicles. 89-99 - Chaojie Gu, Linshan Jiang, Rui Tan, Mo Li
Attack-Aware Data Timestamping in Low-Power Synchronization-Free LoRaWAN. 100-110 - Li Yan, Shohaib Mahmud, Haiying Shen, Natasha Zhang Foutz, Joshua Anton:
MobiRescue: Reinforcement Learning based Rescue Team Dispatching in a Flooding Disaster. 111-121 - Anand Mudgerikar, Elisa Bertino:
Jarvis: Moving Towards a Smarter Internet of Things. 122-134
Session 1D: Algorithms and Theory I
- Vipul Gupta
Serverless Straggler Mitigation using Error-Correcting Codes. 135-145 - Giuseppe Antonio Di Luna, Emmanuelle Anceaume, Silvia Bonomi
Synchronous Byzantine Lattice Agreement in O(log(f) Rounds. 146-156 - John Augustine, Seth Gilbert
Latency, Capacity, and Distributed Minimum Spanning Tree†. 157-167 - Ryota Eguchi, Naoki Kitamura, Taisuke Izumi:
Fast Neighborhood Rendezvous. 168-178
Session 2A: Blockchain I
- Jun Zhao, Jing Tang
An Analysis of Blockchain Consistency in Asynchronous Networks: Deriving a Neat Bound. 179-189 - Nicolae Berendea, Hugues Mercier, Emanuel Onica
Fair and Efficient Gossip in Hyperledger Fabric. 190-200 - Yuefeng Du
Towards Privacy-assured and Lightweight On-chain Auditing of Decentralized Storage. 201-211
Session 2B: Edge Computing I
- Borui Li, Wei Dong:
EdgeProg: Edge-centric Programming for IoT Applications. 212-222 - Phu Lai
Quality of Experience-Aware User Allocation in Edge Computing Systems: A Potential Game. 223-233 - Qiang Liu, Tao Han, Ephraim Moges:
EdgeSlice: Slicing Wireless Edge Computing Network with Decentralized Deep Reinforcement Learning. 234-244
Session 2C: Mobile and Wireless Computing I
- Quan Chen, Zhipeng Cai
Low Latency Broadcast Scheduling for Battery-Free Wireless Networks Without Predetermined Structures. 245-255 - Li Li, Xiaorui Wang, Feng Qin:
EnergyDx: Diagnosing Energy Anomaly in Mobile Apps by Identifying the Manifestation Point. 256-266 - Zhimeng Yin, Wenchao Jiang, Ruofeng Liu
SafetyNet: Interference Protection via Transparent PHY Layer Coding. 267-277
Session 2D: Machine Learning I
- Rongfei Zeng, Shixun Zhang, Jiaqi Wang, Xiaowen Chu:
FMore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC. 278-288 - Sen Lin, Guang Yang, Junshan Zhang:
A Collaborative Learning Framework via Federated Meta-Learning. 289-299 - Pengchao Han, Shiqiang Wang, Kin K. Leung:
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach. 300-310
Session 3A: Security and Privacy II
- Ehsan Arabnezhad, Massimo La Morgia
A Light in the Dark Web: Linking Dark Web Aliases to Real Internet Identities. 311-321 - Shangyu Xie, Han Wang, Yuan Hong
Privacy Preserving Distributed Energy Trading. 322-332 - Weiqi Cui, Tao Chen, Eric Chan-Tin:
More Realistic Website Fingerprinting Using Deep Learning. 333-343 - Sujaya Maiyya, Danny Hyun Bum Cho, Divyakant Agrawal, Amr El Abbadi:
Fides: Managing Data on Untrusted Infrastructure. 344-354
Session 3B: Cloud Computing II
- Gyuyeong Kim, Wonjun Lee:
Protocol-Independent Service Queue Isolation for Multi-Queue Data Centers. 355-365 - Qing Li, Nanyang Huang, Yong Jiang, Richard O. Sinnott, Mingwei Xu:
Scale the Data Plane of Software-Defined Networks: a Lazy Rule Placement Approach. 366-376 - Xin He, Jiaqi Zheng, Haipeng Dai, Yuhu Sun, Wanchun Dou, Guihai Chen
Chronus+: Minimizing Switch Buffer Size during Network Updates in Timed SDNs. 377-387 - Anirudh Ganji, Anand Singh, Muhammad Shahzad:
Characterizing the Impact of TCP Coexistence in Data Center Networks. 388-398
Session 3C: IoT II
- Zhijun Li, Yongrui Chen:
BlueFi: Physical-layer Cross-Technology Communication from Bluetooth to WiFi. 399-409 - Qiaofeng Qin, Konstantinos Poularakis, Leandros Tassiulas:
A Learning Approach with Programmable Data Plane towards IoT Security. 410-420 - Zichuan Xu, Yugen Qin, Pan Zhou, John C. S. Lui, Weifa Liang, Qiufen Xia, Wenzheng Xu, Guowei Wu:
To Cache or Not to Cache: Stable Service Caching in Mobile Edge-Clouds of a Service Market. 421-431 - Liuwang Kang, Haiying Shen:
Abnormal Message Detection for CAN Bus Based on Message Transmission Behaviors. 432-441
Session 3D: Big Data I
- Bin Tang, Jiannong Cao, Runze Cui, Baoliu Ye, Ye Li, Sanglu Lu:
Coded Computing at Full Speed. 442-452 - Hema Venkata Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram:
Collage Inference: Using Coded Redundancy for Lowering Latency Variation in Distributed Image Classification Systems. 453-463 - Ülkü Meteriz, Necip Fazil Yildiran, Joongheon Kim, David Mohaisen:
Understanding the Potential Risks of Sharing Elevation Information on Fitness Applications. 464-473 - Pengzhan Zhou, Cong Wang, Yuanyuan Yang, Xin Wei:
E-Sharing: Data-driven Online Optimization of Parking Location Placement for Dockless Electric Bike Sharing. 474-484
Session 4A: Blockchain II
- Marianna Belotti, Stefano Moretti, Maria Potop-Butucaru, Stefano Secci:
Game Theoretical Analysis of Cross-Chain Swaps. 485-495 - Xiaobing Guo, Qingxiao Guo, Min Liu, Yunhao Wang, Yilong Ma, Bo Yang:
A Certificateless Consortium Blockchain for IoTs. 496-506 - Christos Profentzas, Magnus Almgren
TinyEVM: Off-Chain Smart Contracts on Low-Power IoT Devices. 507-518
Session 4B: Edge Computing II
- Sumit Maheshwari, Prasad Prakash Netalkar, Dipankar Raychaudhuri:
DISCO: Distributed Control Plane Architecture for Resource Sharing in Heterogeneous Mobile Edge Cloud Scenarios. 519-529 - Zheng Song
Win with What You Have: QoS-Consistent Edge Services with Unreliable and Dynamic Resources. 530-540 - Yiming Zeng, Yaodong Huang, Ji Liu, Yuanyuan Yang:
Privacy-Preserving Distributed Edge Caching for Mobile Data Offloading in 5G Networks. 541-551
Session 4C: Mobile and Wireless Computing II
- Qian Zhang, Yetong Cao, Huijie Chen, Fan Li, Song Yang, Yu Wang, Zheng Yang, Yunhao Liu:
airFinger: Micro Finger Gesture Recognition via NIR Light Sensing for Smart Devices. 552-562 - Hisham Alhulayyil
WOLT: Auto-Configuration of Integrated Enterprise PLC-WiFi Networks. 563-573 - Po-Yu Chen, Laksh Bhatia, Roman Kolcun, David E. Boyle, Julie A. McCann:
Contact-Aware Opportunistic Data Forwarding in Disconnected LoRaWAN Mobile Networks. 574-583
Session 4D: Machine Learning II
- Yangming Zhao, Jingyuan Fan, Lu Su, Tongyu Song, Sheng Wang, Chunming Qiao:
SNAP: A Communication Efficient Distributed Machine Learning Framework for Edge Computing. 584-594 - Hanlin Lu, Ting He, Shiqiang Wang, Changchang Liu, Mehrdad Mahdavi, Vijaykrishnan Narayanan
Communication-efficient k-Means for Edge-based Machine Learning. 595-605 - Yibo Jin, Lei Jiao
Resource-Efficient and Convergence-Preserving Online Participant Selection in Federated Learning. 606-616
Session 5A: Fault Tolerance and Dependability
- Oskar Lundström, Michel Raynal, Elad Michael Schiller:
Self-Stabilizing Set-Constrained Delivery Broadcast (extended abstract). 617-627 - Shujie Han, Patrick P. C. Lee
Toward Adaptive Disk Failure Prediction via Stream Mining. 628-638 - Bharath Balasubramanian, Pamela Zave, Richard D. Schlichting, Mohammad Salehe, Shankaranarayanan Puzhavakath Narayanan, Seyed Hossein Mortazavi, Eyal de Lara, Matti A. Hiltunen, Kaustubh Joshi, Gueyoung Jung:
MUSIC: Multi-Site Critical Sections over Geo-Distributed State. 639-651
Session 5B: Cloud Computing III
- Yichen Jia
Kill Two Birds with One Stone: Auto-tuning RocksDB for High Bandwidth and Low Latency. 652-664 - Blake Caldwell
FluidMem: Full, Flexible, and Fast Memory Disaggregation for the Cloud. 665-677 - Shady Issa, Miguel Viegas, Pedro Raminhas, Nuno Machado, Miguel Matos, Paolo Romano:
Exploiting Symbolic Execution to Accelerate Deterministic Databases. 678-688
Session 5C: Mobile and Wireless Computing III
- Jiacheng Shang
Protecting Real-time Video Chat against Fake Facial Videos Generated by Face Reenactment. 689-699 - Chi Lin, Tingting Xu, Jie Xiong, Fenglong Ma, Lei Wang, Guowei Wu:
WiWrite: An Accurate Device-Free Handwriting Recognition System with COTS WiFi. 700-709 - Spyridon Mastorakis, Tianxiang Li, Lixia Zhang:
DAPES: Named Data for Off-the-Grid File Sharing with Peer-to-Peer Interactions. 710-720
Session 5D: Algorithms and Theory II
- Lewis Tseng, Qinzi Zhang, Saptaparni Kumar, Yifan Zhang:
Exact Consensus under Global Asymmetric Byzantine Links. 721-731 - Ajay D. Kshemkalyani, Anisur Rahaman Molla, Gokarna Sharma:
Efficient Dispersion of Mobile Robots on Dynamic Graphs. 732-742 - Kishori M. Konwar, Saptaparni Kumar, Lewis Tseng:
Semi-Fast Byzantine-tolerant Shared Register without Reliable Broadcast. 743-753
Session 6A: Blockchain III
- Suyash Gupta
Permissioned Blockchain Through the Looking Glass: Architectural and Implementation Lessons Learned. 754-764 - Yongrae Jo, Jeonghyun Ma, Chanik Park:
Toward Trustworthy Blockchain-as-a-Service with Auditing. 765-775 - Aggelos Kiayias, Saad Quader, Alexander Russell
Consistency of Proof-of-Stake Blockchains with Concurrent Honest Slot Leaders. 776-786
Session 6B: Edge Computing III
- Lingdong Wang, Liyao Xiang, Jiayu Xu, Jiaju Chen, Xing Zhao, Dixi Yao
Context-Aware Deep Model Compression for Edge Cloud Computing. 787-797 - Zhaofeng Zhang, Yue Chen, Junshan Zhang:
Distributionally Robust Edge Learning with Dirichlet Process Prior. 798-808 - Xianglin Wei, Li Li, Chaogang Tang, Milos Doroslovacki, Suresh Subramaniam:
Classification of Channel Access Attacks in Wireless Networks: A Deep Learning Approach. 809-819
Session 6C: Big Data II
- Mahmoud Ismail, Salman Niazi, Mauritz Sundell, Mikael Ronström, Seif Haridi, Jim Dowling:
Distributed Hierarchical File Systems strike back in the Cloud. 820-830 - Yang Liu, Huanle Xu, Wing Cheong Lau:
Accordia: Adaptive Cloud Configuration Optimization for Recurring Data-Intensive Applications. 831-841 - Lijie Xu, Xingtong Ye, Kai Kang, Tian Guo
DistStream: An Order-Aware Distributed Framework for Online-Offline Stream Clustering Algorithms. 842-852
Session 6D: Operating Systems and Middleware I
- Han Zhao, Weihao Cui, Quan Chen, Jingwen Leng, Kai Yu, Deze Zeng, Chao Li, Minyi Guo:
CODA: Improving Resource Utilization by Slimming and Co-locating DNN and CPU Jobs. 853-863 - Sang-Hoon Kim, Ho-Ren Chuang, Robert Lyerly, Pierre Olivier, Changwoo Min, Binoy Ravindran:
DeX: Scaling Applications Beyond Machine Boundaries. 864-876 - Karolos Antoniadis, Rachid Guerraoui
Thread-Placement Learning. 877-887
Session 7A: Security and Privacy III
- Hisham Alasmary
Soteria: Detecting Adversarial Examples in Control Flow Graph-based Malware Classifiers. 888-898 - Liyao Xiang, Lingdong Wang, Shufan Wang, Baochun Li:
Achieving Consensus in Privacy-Preserving Decentralized Learning. 899-909 - Yuan Lu, Qiang Tang, Guiling Wang:
Dragoon: Private Decentralized HITs Made Practical. 910-920
Session 7B: Cloud Computing IV
- Daping Li, Jiguang Wan, Jun Wang, Jian Zhou, Kai Lu
Disperse Access Considered Energy Inefficiency in Intel Optane DC Persistent Memory Servers. 921-931 - Jingling Liu, Jiawei Huang, Ning Jiang, Weihe Li, Jianxin Wang:
Achieving High Utilization for Approximate Fair Queueing in Data Center. 932-942 - Shijian Li, Robert J. Walls, Tian Guo
Characterizing and Modeling Distributed Training with Transient Cloud GPU Servers. 943-953
Session 7C: Mobile and Wireless Computing IV
- Teemu Pulkkinen, Jukka K. Nurminen
Understanding WiFi Cross-Technology Interference Detection in the Real World. 954-964 - Zhen Xiao
Mobile Phones Know Your Keystrokes through the Sounds from Finger's Tapping on the Screen. 965-975 - Miaomiao Liu, Xianzhong Ding
Continuous, Real-Time Object Detection on Mobile Devices without Offloading. 976-986
Session 7D: Green Computing and In-Memory Computing
- Dan Huang, Zhenlu Qin, Qing Liu
A Comprehensive Study of In-Memory Computing on Large HPC Systems. 987-997 - Guoming Tang, Kui Wu, Deke Guo, Yi Wang, Huan Wang:
Alleviating Low-Battery Anxiety of Mobile Users via Low-Power Video Streaming. 998-1008 - Jie Zhou, Zichen Xu, Wenli Zheng
CAPMAN: Cooling and Active Power Management in big.LITTLE Battery Supported Devices. 1009-1019
Session 8A: Blockchain IV
- Xiaohai Dai, Jiang Xiao, Wenhui Yang, Chaofan Wang, Jian Chang, Rui Han, Hai Jin:
LVQ: A Lightweight Verifiable Query Approach for Transaction History in Bitcoin. 1020-1030 - Binbing Hou, Feng Chen:
A Study on Nine Years of Bitcoin Transactions: Understanding Real-world Behaviors of Bitcoin Miners and Users. 1031-1043 - Daniël Reijsbergen, Tien Tuan Anh Dinh:
On Exploiting Transaction Concurrency To Speed Up Blockchains. 1044-1054
Session 8B: Edge Computing IV
- Hyuk-Jin Jeong, Hyeon-Jae Lee, Kwang Yong Shin, Yong Hwan Yoo, Soo-Mook Moon:
PerDNN: Offloading Deep Neural Network Computations to Pervasive Edge Servers. 1055-1066 - Parisa Rahimzadeh, Jinsung Lee, Youngbin Im, Siun-Chuon Mau, Eric C. Lee, Bradford O. Smith, Fatemah Al-Duoli, Carlee Joe-Wong, Sangtae Ha
SPARCLE: Stream Processing Applications over Dispersed Computing Networks. 1067-1078 - Zichuan Xu, Shengnan Wang, Shipei Liu, Haipeng Dai, Qiufen Xia, Weifa Liang, Guowei Wu:
Learning for Exception: Dynamic Service Caching in 5G-Enabled MECs with Bursty User Demands. 1079-1089
Session 8C: Operating Systems and Middleware II
- Nikolaos Sapountzis, Ruimin Sun
MITOS: Optimal Decisioning for the Indirect Flow Propagation Dilemma in Dynamic Information Flow Tracking Systems. 1090-1100 - Yunhao Bai, Zejiang Wang
AutoE2E: End-to-End Real-time Middleware for Autonomous Driving Control. 1101-1111 - Fei Li, Youyou Lu, Zhe Yang, Jiwu Shu:
SineKV: Decoupled Secondary Indexing for LSM-based Key-Value Stores. 1112-1122
Session 8D: Crowdsourcing and Crowdsensing
- Ellen Mitsopoulou, Iouliana Litou, Vana Kalogeraki
Multi-Objective Online Task Allocation in Spatial Crowdsourcing Systems. 1123-1133 - Tuo Shi
CROSS: A Crowdsourcing based Sub-Servers Selection Framework in D2D Enhanced MEC Architecture. 1134-1144 - Mingjun Xiao, Jing Wang, Hui Zhao, Guoju Gao:
Unknown Worker Recruitment in Mobile Crowdsensing Using CMAB and Auction. 1145-1155 - Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding:
Towards Differentially Private Truth Discovery for Crowd Sensing Systems. 1156-1166
Posters
- Muntadher Sallal, Steve Schneider, Matthew Casey, François Dupressoir, Helen Treharne
Augmenting an Internet Voting System with Selene Verifiability using Permissioned Distributed Ledger. 1167-1168 - Hao Wu, Wei Liu, Yifan Gong, Jiangming Jin:
Safe Process Quitting for GPU Multi-Process Service (MPS). 1169-1170 - Shubhi Asthana, Aly Megahed, Ilyas Iyoob:
A Cloud-Migration Feasibility Advisor. 1171-1172 - Meiyan Lu, Lejian Liao, Feng Zhang, Dandan Song:
Exploration of TransE in a Distributed Environment. 1173-1174 - Ying Wan
FastUp: Compute a Better TCAM Update Scheme in Less Time for SDN Switches. 1175-1176 - Zizhong Wang, Haixia Wang, Airan Shao, Dongsheng Wang:
An Adaptive Erasure-Coded Storage Scheme with an Efficient Code-Switching Algorithm. 1177-1178 - Bo Sun
When Burstable Instances Meet Mobile Computing: Performance Modeling and Economic Analysis. 1179-1180 - Jacob Nelson, Roberto Palmieri:
On the Performance Impact of NUMA on One-sided RDMA Interactions. 1181-1182 - Qihua Zhou, Song Guo, Peng Li, Yanfei Sun, Li Li, Minyi Guo, Kun Wang:
Petrel: Community-aware Synchronous Parallel for Heterogeneous Parameter Server. 1183-1184 - Yaoqi Jia, Shruti Tople, Tarik Moataz, Deli Gong, Prateek Saxena, Zhenkai Liang:
Robust P2P Primitives Using SGX Enclaves. 1185-1186 - Yin Li
TagMic: Listening Through RFID Signals. 1187-1188 - Timothy Castiglia, Colin Goldberg, Stacy Patterson:
A Hierarchical Model for Fast Distributed Consensus in Dynamic Networks. 1189-1190 - Zhuozhao Li
Impact of Memory DoS Attacks on Cloud Applications and Real-Time Detection Schemes. 1191-1192 - Li Yan, Haiying Shen, Liuwang Kang, Juanjuan Zhao, Chengzhong Xu
MobiCharger: Optimal Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging. 1193-1194 - Jiaping Yu, Haiwen Chen, Kui Wu, Zhiping Cai, Jinhua Cui:
A Distributed Storage System for Robust, Privacy-Preserving Surveillance Cameras. 1195-1196 - Jashwant Raj Gunasekaran, Prashanth Thinakaran, Nachiappan Chidambaram Nachiappan, Ram Srivatsa Kannan, Mahmut Taylan Kandemir, Chita R. Das:
Characterizing Bottlenecks in Scheduling Microservices on Serverless Platforms. 1197-1198 - Youfu Li, Matteo Interlandi, Fotis Psallidas, Wei Wang
SEIZE User Desired Moments: Runtime Inspection for Parallel Dataflow Systems. 1199-1200 - Xinyu Lei, Tian Xie, Guan-Hua Tu
An Inter-blockchain Escrow Approach for Fast Bitcoin Payment. 1201-1202 - Chen Chen
FILT: Optimizing KV-Embedded File Systems through Flat Indexing. 1203-1204 - Masoomeh Javidi Kishi, Roberto Palmieri:
On Reading Fresher Snapshots in Parallel Snapshot Isolation. 1205-1206 - Zhenheng Tang, Shaohuai Shi, Xiaowen Chu:
Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection. 1207-1208 - Yue Fu, Man Ho Au, Rong Du, Haibo Hu, Dagang Li:
Cloud Password Shield: A Secure Cloud-based Firewall against DDoS on Authentication Servers. 1209-1210 - Vlasis Koutsos, Dimitrios Papadopoulos, Dimitris Chatzopoulos
Agora: A Privacy-aware Data Marketplace. 1211-1212 - Sheng Zhang, Yu Liang, Zhuzhong Qian, Mingjun Xiao, Jidong Ge, Jie Wu, Sanglu Lu:
Overlapped Mobile Charging for Sensor Networks. 1213-1214
Demos
- Ahmed Abd Elrahman, Mohamed ElHelw, Radwa El Shawi, Sherif Sakr:
D-SmartML: A Distributed Automated Machine Learning Framework. 1215-1218 - Yue Li, Han Liu, Zhiqiang Yang, Qian Ren, Lei Wang, Bangdao Chen:
SafePay on Ethereum: A Framework For Detecting Unfair Payments in Smart Contracts. 1219-1222 - Xuanzhe Li, Samuel Gomena, Logan Ballard, Juntao Li, Ehsan Aryafar, Carlee Joe-Wong:
A Community Platform for Research on Pricing and Distributed Machine Learning. 1223-1226 - Mao V. Ngo, Tie Luo
Contextual-Bandit Anomaly Detection for IoT Data in Distributed Hierarchical Edge Computing. 1227-1230 - Yao Chen
HaoCL: Harnessing Large-scale Heterogeneous Processors Made Easy. 1231-1234 - Ayesha Afzal, Muhammad Adeel Zahid, Ahmad Akhtar
BP-Com: A Service Mapping Tool for Rapid Development of Business Processes. 1235-1238 - Yusaku Hayamizu, Kazuhisa Matsuzono, Hitoshi Asaeda:
Real-Time Video Streaming using CeforeSim: Simulator to the Real World. 1239-1242
The Second International Workshop on Blockchain and Mobile Applications (BlockApp)
- Swaroopa Reddy B, G. V. V. Sharma:
UL-blockDAG : Unsupervised Learning based Consensus Protocol for Blockchain. 1243-1248 - Peter Hillmann
Selective Deletion in a Blockchain. 1249-1256 - Alberto Garoffolo
Zendoo: a zk-SNARK Verifiable Cross-Chain Transfer Protocol Enabling Decoupled and Decentralized Sidechains. 1257-1262 - Zhipeng Gao, Hongli Li, Kaile Xiao, Qian Wang:
Cross-chain Oracle Based Data Migration Mechanism in Heterogeneous Blockchains. 1263-1268 - Sangwon Hong
FabAsset: Unique Digital Asset Management System for Hyperledger Fabric. 1269-1274 - Mengya Li, Yang Qin, Bing Liu, Xiaowen Chu:
A Multi-node Collaborative Storage Strategy via Clustering in Blockchain Network. 1275-1280 - Canhui Wang
Performance Characterization and Bottleneck Analysis of Hyperledger Fabric. 1281-1286 - Jerin Sunny, Sriram Sankaran, Vishal Saraswat:
Towards a Lightweight Blockchain Platform for Critical Infrastructure Protection. 1287-1292
The Second International Workshop on Network Meets Intelligent Computations (NMIC)
- Minghui Dai, Zhou Su, Jiliang Li
An Energy-Efficient Edge Offloading Scheme for UAV-Assisted Internet of Things. 1293-1297 - Cheng-Wei Ching
Optimal Device Selection for Federated Learning over Mobile Edge Networks. 1298-1303 - Ryoichi Shinkuma, Yoshinobu Yamada, Takehiro Sato, Eiji Oki:
Flow control in SDN-Edge-Cloud cooperation system with machine learning. 1304-1309 - Hiroki Ikeuchi, Jiawen Ge, Yoichi Matsuo
A Framework for Automatic Failure Recovery in ICT Systems by Deep Reinforcement Learning. 1310-1315 - Ekaterina Khramtsova, Christian A. Hammerschmidt, Sofiane Lagraa, Radu State
Federated Learning For Cyber Security: SOC Collaboration For Malicious URL Detection. 1316-1321 - Bosen Zeng, Yong Zhong, Xianhua Niu:
A Data-Driven Performance Prediction Approach for Cellular Network Parameter Setting via Factorization Machine. 1322-1327 - Seunghyung Lee, Seokho Son, Jungsu Han, JongWon Kim:
Refining Micro Services Placement over Multiple Kubernetes-orchestrated Clusters employing Resource Monitoring. 1328-1332 - Michiko Harayama, Noboru Miyagawa:
Stabilizer of SMPC Throughput using Neural Networks. 1333-1337
The Second International Workshop on BigData Processing Systems (BDPS)
- Yunhao Sun, Guanyu Li, Bo Ning:
Automatic Rule Updating based on Machine Learning in Complex Event Processing. 1338-1343 - Aaron Harwood, Maria Rodriguez Read
Dragon: A Lightweight, High Performance Distributed Stream Processing Engine. 1344-1351 - Rui Liang, Shengyong Xu:
Three-Dimensional Reconstruction and Phenotype Nondestructive Measurement Technology for Rape Roots. 1352-1357 - Deji Zhao, Bo Ning, Chao Yang:
Application research on application performance management system in big data of power grid. 1358-1363 - Yuanhu Yang, Jing Hu, Yusi Yang:
Research on Data Protection Algorithm Based on Social Network. 1364-1369 - Yao He, Xin Bi, Xiangguo Zhao, Chao Zhang, Zhixun Liu, Yuliang Ma:
Efficient Learning of Big ECG Data for Ventricular Fibrillation Warning. 1370-1375
EAI: Workshop on Efficient Artificial Intelligence for Edge Computing
- Zhiwen Fang, Zhou Yue, Weiyuan Liu, Feng Yang:
Image Denoising for Efficient Anomaly Detection in Videos. 1376-1382 - Tarek Elgamal, Shu Shi, Varun Gupta, Rittwik Jana, Klara Nahrstedt:
SiEVE: Semantically Encoded Video Analytics on Edge and Cloud. 1383-1388 - Kuldeep Sharma, Nirmala Ramakrishnan, Alok Prakash, Siew Kei Lam, Thambipillai Srikanthan:
Evaluating the Merits of Ranking in Structured Network Pruning. 1389-1396 - Nandish Chattopadhyay, Ritabrata Maiti, Anupam Chattopadhyay:
Deploy-able Privacy Preserving Collaborative ML. 1397-1402 - Tian Huang
Adaptive Precision Training for Resource Constrained Devices. 1403-1408 - Tao Luo
Energy Efficient In-memory Integer Multiplication Based on Racetrack Memory. 1409-1414 - Ting Xu
A LoRaWAN-MAC Protocol Based on WSN Residual Energy to Adjust Duty Cycle. 1415-1420
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