IEEE CLOUD 2020 - Technical Program
Technical Program
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The CLOUD program includes the CLOUD Symposium Program
| Date/Time (UTC) | Session | Presentation |
|---|---|---|
| Tues 10/20 01:00 - 02:20 |
CLOUD 1: WIP - Cloud Applications Session Chair: Liqiang Wang, University of Central Florida |
CLD_WIP_187 Anomaly Detection in Cloud Components Mohammad Saiful Islam and Andriy Miranskyy |
| CLD_WIP_255 The Research on Agricultural Product Price Forecasting Service Based on Combination Model Guang Zheng, Hui Zhang, Jingjing Han, Chenhui Zhuang and Lei Xi |
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| CLD_WIP_184 Recursive LSTM with Shift Embedding for Online User-Item Interaction Prediction Chengyu Yin, Senzhang Wang and Hao Miao |
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| CLD_WIP_259 Designing Knowledge Plane to Optimize Leaf and Spine Data Center Mujahid Sultan, Dodi Imbuido, James MacDonald and Kumar Ratnam |
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| Tues 10/20 02:40 - 04:00 |
CLOUD 2: WIP - Cloud & Edge Management Session Chair: Sanjay Patel |
CLD_WIP_171 LambDP: Data Processing Framework for Terminal Applications in IoTs Services Zhao Liqing, Bo Cheng and Jun-Liang Chen |
| CLD_WIP_66 Adaptive Control Channel Traffic Shaping for Virtualized SDN in Clouds Yeonho Yoo, Gyeongsik Yang, Minkoo Kang and Chuck Yoo |
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| CLD_WIP_86 TensorExpress: In-Network Communication Scheduling for Deep Learning Minkoo Kang, Gyeongsik Yang, Yeonho Yoo and Chuck Yoo |
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| CLD_WIP_84 Offloading Deadline-aware Task in Edge Computing Xin He and Wanchun Dou |
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| Tues 10/20 07:00 - 08:20 |
CLOUD 3: WIP - Orchestration & Data Analysis Session Chair: Paolo Ceravolo, Universita Degli Studi di Milano |
CLD_WIP_117 Analysis of SQL Workloads on an Enterprise Datalake Luis Garces-Erice, Sean Rooney and Zoltan Nagy |
| CLD_WIP_183 Container Orchestration on HPC Systems Naweiluo Zhou, Yiannis Georgiou, Li Zhong, Huan Zhou and Marcin Pospieszny |
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| CLD_WIP_68 Deep Neural Architecture for Geospatial Trajectory Completion Asif Nawaz, Zhiqiu Huang, Senzhang Wang and Amara Naseer |
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| CLD_WIP_244 Constrained Energy-Cost-Aware Workflow Scheduling for Cloud Environment Emmanuel Bugingo, Defu Zhang and Wei Zheng |
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| Tues 10/20 08:40 - 10:00 |
CLOUD 4: Cloud Performance Evaluation Session Chair: Paolo Ceravolo, Universita Degli Studi di Milano |
CLD_REG_282 Serverless Elastic Exploration of Unbalanced Algorithms Gerard Paris, Pedro Garcia Lopez and Marc Sanchez-Artigas |
| CLD_REG_154 DEAR: Distributed Evaluation of Alerting Rules Mathias Mormul, Pascal Hirmer, Christoph Stach and Bernhard Mitschang |
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| CLD_REG_152 A Content-wise Data Placement Policy for Improving the Performance of MapReduce-based Processing Applications in Cloud Computing Eihab Saatialsoruji |
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| Tues 10/20 19:00 - 20:20 |
CLOUD 5: Invited I Session Chair: Claudio Ardagna, Universita Degli Studi di Milano |
CLD_INV_327 Secure IoT Data Analytics in Cloud via Intel SGX Md Shihabul Islam, Mustafa Safa Ozdayi, Latifur Khan and Murat Kantarcioglu |
| CLD_INV_326 Be Your Neighbor's Miner: Building Trust in Ledger Content via Reciprocally Useful Work Lara Mauri, Ernsto Damiani and Stelvio Cimato |
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| CLD_INV_323 The Million Dollar Handshake: Secure and Attested Communications in the Cloud Nikolaos Chalkiadakis, Dimitris Deyannis, Dimitris Karnikis, Giorgos Vasiliadis and Sotiris Ioannidis |
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| Tues 10/20 20:40 - 22:00 |
CLOUD 6: Invited II Session Chair: Wensheng Zhang, Iowa State University |
CLD_INV_309 ViCLOUD: Measuring Vagueness in Cloud Service Privacy Policies and Terms of Services Anantaa Kotal, Karuna Pande Joshi and Anupam Joshi |
| CLD_INV_325 VR Design and Display System of Ceramic Products Based on Cloud Service Platform Wen-Tao Zhang, Hua Huang, Meikang Qiu and Qiangfei Ma |
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| CLD_INV_328 Cloud Governance Bhavani Thuraisingham |
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| CLD_INV_324 Service Management in the Edge Cloud for Stream Processing of IoT Data Hachem Moussa, I-Ling Yen and Farokh Bastani |
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| Wed 10/21 01:00 - 02:20 |
CLOUD 7: Service Prediction & Optimization Session Chair: Rodrigo Neves Calheiros, Western Sydney |
CLD_REG_20 Service Load Prediction based on User Knowledge Level Evolution for Software Development Knowledge Base Ming Yi, Yuliang Shi and Kun Zhang |
| CLD_REG_31 Scalable Graph Convolutional Network based Link Prediction on a Distributed Graph Database Server Miyuru Dayarathna, Anuradha Karunarathna, Dinika Senarath, Shalika Madhushanki, Sanath Jayasena, Toyotaro Suzumura and Chinthaka Weerakkody |
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| CLD_REG_26 Resource and Job Execution Context-aware Hadoop Configuration Tuning Xinhe Wang, Jianlin Zhang and Yuliang Shi |
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| Wed 10/21 02:40 - 04:00 |
CLOUD 8: Edge Applications I Session Chair: Mengwei Xu, Beijing University of Posts & Telecommunications |
CLD_REG_139 Wasmachine: Bring the Edge up to Speed with A WebAssembly OS Jiaqi Wen and Gerald Weber |
| CLD_REG_104 Allies: Tile-based Joint Transcoding, Delivery and Caching of 360° Videos in Edge Cloud Networks Jianxin Shi, Lingjun Pu and Jingdong Xu |
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| CLD_REG_163 Multi-objective Cross-layer Resource Scheduling for Internet of Things in Edge-Cloud Computing Ruichao Mo, Fei Dai, Qi Liu, Wanchun Dou and Xiaolong Xu |
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| Wed 10/21 07:00 - 08:20 |
CLOUD 9: Edge Caching & Computation Offloading Session Chair: Xiao Ma, Beijing University of Posts & Telecommunications |
CLD_REG_79 Collaborative Computation Offloading Approach for Smart Cities in Mobile Edge Computing Hualong Huang, Kai Peng and Xiaolong Xu |
| CLD_REG_115 Optimal Application Deployment in Mobile Edge Computing Environment Fefei Chen, Jingwen Zhou, Xiaoyu Xia, Hai Jin and Qiang He |
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| CLD_REG_172 Proactive Data Cache and Replacement in the Edge Computing Environment Ying Liu, Ao Zhang, Xiaoyu Xia, Feifei Chen, Qiang He and Bin Zhang |
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| Wed 10/21 08:40 - 10:00 |
CLOUD 10: Cloud Applications II Session Chair: Valerio Bellandi, University of Milan |
CLD_REG_16 EventWarden: Toward Efficient Indoor Positioning for Cloud Services in SIoT Nan Jiang, Guangjie Dong, Yiying Hu, Li Gao and Jing Chen |
| CLD_REG_233 VMatch: A Matching Theory Based VDC Reconfiguration Strategy Anurag Satpathy, Manmath Narayan Sahoo, Lucky Behera, Chittaranjan Swain and Ashutosh Mishra |
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| CLD_REG_224 Deep Unsupervised Anomaly Sequence Detection with Fusion of Spatial and Temporal Feature in the Cloud Wang Mengqing, Zhang Zhihua, Liu Jialei, Duan Li and Liu Chunhong |
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| Wed 10/21 20:40 - 22:00 |
CLOUD 11: Cloud Applications III Session Chair: Keman Huang, MIT |
CLD_REG_305 Mystiko: Cloud-Mediated, Private, Federated Gradient Descent K.R. Jayaram, Archit Verma, Ashish Verma, Gegi Thomas and Colin Sutcher-Shepard |
| CLD_REG_74 PONCHE: Personalized and Context-aware Vehicle Rerouting Service Lucas Ladeira, Allan de Souza, Thiago Silva, Richard Pazzi and Leanro Villas |
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| CLD_REG_25 Auto-Generation of Domain-Specific Systems: Cloud-Hosted DevOps for Business Users Saurabh Sinha, Tara Astigarraga, Richard Hull, Nerla Jean-Louis, Vugranam Sreedhar, Hao Chen, Lian Xue Hu, Federico Carpi, Juan Ariel Brusco Cannata and William Loach |
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| Thurs 10/22 01:00 - 02:20 |
CLOUD 12: Cloud Management I Session Chair: Shuai Zhao, Beijing University of Posts & Telecommunications |
CLD_REG_3 Auto-Scaling Cloud-Based Memory-Intensive Applications Joe Novak, Sneha Kasera and Ryan Stutsman |
| CLD_REG_303 ImageJockey: A Framework for Container Performance Engineering Takeshi Yoshimura, Rina Nakazawa and Tatsuhiro Chiba |
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| CLD_REG_275 Flexible and Efficient Partial Migration of Split-memory VMs Takahiro Kashiwagi and Kenichi Kourai |
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| Thurs 10/22 02:40 - 04:00 |
CLOUD 13: SDN and NFV Session Chair: Liguang Xie |
CLD_REG_97 A Hierarchical Control Plane Framework for Integrated SDN-SFC Management in Multi-tenant Cloud Data Centers Lakshmi B S and Lakshmi J |
| CLD_REG_136 Resource Optimization and Delay-aware Virtual Network Function Placement for Mapping SFC Requests in NFV-enabled Networks Yi Yue, Bo Cheng and Xuan Liu |
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| CLD_REG_142 QoS Control Method Based on SDN for Mobile Cloud Service Jiang Bingcheng, Qian He, Xiongying Li and Huan Huang |
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| Thur 10/22 13:00 - 14:20 |
CLOUD 14: Serverless Computers and Containers Session Chair: Nabil El Ioini |
CLD_REG_23 On the Use of Containers in High Performance Computing Environments Arnab K. Paul, Subil Abraham, Redwan Ibne Seraj Khan and Ali R. Butt |
| CLD_REG_159 Lambdata: Optimizing Serverless Computing by Making Data Intents Explicit Yang Tang and Junfeng Yang |
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| CLD_REG_189 Serverless Computing: Behind the Scenes of Major Platforms Daniel Kelly, Frank Glavin and Enda Barrett |
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| Thurs 10/22 14:40 - 16:00 |
CLOUD 15: Symposium Panel Panel Chair: Gopal S. Pingali, IBM India |
Panelists: Andrew Chien, University of Chicago Sai Kolluri, Google Maciej Malawski, AGH University of Science & Technology Maja Vukovic, IBM Research, TJ Watson Research Center |
| Thurs 10/22 19:00 - 20:20 |
CLOUD 16: Microservices & Containers Session Chair: Rasool Asal |
CLD_REG_322 Realizing A Composable Enterprise Microservices Fabric with AI_Accelerated Material Discovery API Services Rong Chang, Kumar Bhaskaran, Prasenjit Dey, Hsiang Han Hsu, Seiji Takeda and Toshiyuki Hama |
| CLD_REG_279 Sledge: Towards Efficient Live Migration of Docker Containers Bo Xu, Song Wu, Jiang Xiao, Hai Jin, Yingxi Zhang, Guoqiang Shi, Lin Tingyu, Jia Rao, Li Yi and Jizhong Jiang |
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| CLD_REG_193 RITA: Efficient Memory Allocation Scheme for Containerized Parallel Systems to Improve Data Processing Latency Danlin Jia, Mahsa Bayati, Ron Lee and Ningfang Mi |
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| Thurs 10/22 20:40 - 22:00 |
CLOUD 17: Edge Application II Session Chair: Heiko Ludwig, IBM |
CLD_REG_137 Optimizing Allocation and Scheduling of Connected Vehicle Service Requests in Cloud/Edge Computing Yecheng Zhao and Baekgyu Kim |
| CLD_REG_203 DeepPM: Efficient Power Management in Edge Data Centers using Energy Storage Zhihui Shao, Mohammad Islam and Shaolei Ren |
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| CLD_REG_209 CFP: A Cross-layer Recommender System with Fine-grained Preloading for Short Video Streaming at Network Edge Dezhi Ran, Yuanxing Zhang, Ye Yuan and Kaigui Bian |
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| Fri 10/23 01:00 - 02:20 |
CLOUD 18: Network and Storage Optimization Session Chair: Liguang Xie |
CLD_REG_67 A Lightweight SOA-based Network Slicing Creation System Meng Wang, Bo Cheng and Junliang Chen |
| CLD_REG_52 PCHA: A Fast Packet Classification Algorithm for IPv6 Based on Hash and AVL Tree Yuyan Zhang, Xingxing Chen and Xu Zhang |
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| CLD_REG_148 An Efficient Database Backup and Recovery Scheme using Write-Ahead Logging Hwajug Kim, Heonyoung Yeom and Yongseok Son |
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| Fri 10/23 02:40 - 04:00 |
CLOUD 19: Deep Learning & Federated Learning Session Chair: Heiko Ludwig, IBM |
CLD_REG_149 The Design and Implementation of a Scalable DL Benchmarking Platform Cheng Li, Abdul Dakkak, Jinjun Xiong and Wen-Mei Hwu |
| CLD_REG_169 FedMax: Enabling a Highly Efficient Federated Learning Framework Haohang Xu, Jin Li, Hongkai Xiong and Hui Lu |
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| CLD_REG_241 Variable Batch Size Across Layers for Efficient Prediction on CNNs Anamitra Roy Choudhury, Saurabh Goyal, Yogish Sabharwal and Ashish Verma |
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| Fri 10/23 07:00 - 08:20 |
CLOUD 20: Cloud Management & Governance Session Chair: Marco Anisetti, IBM |
CLD_REG_144 Towards Tracking Data Flows in Cloud Architectures Immanuel Kunz, Valentina Casola, Angelika Schneider, Christian Banse and Julian Schutte |
| CLD_REG_182 Enforcing Corporate Governance's Internal Controls and Audit in the Cloud Sabrina De Capitani di Vimercati, Sara Foresti, Stefano Paraboschi and Pierangela Samarati |
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| CLD_REG_207 Maximizing Reliability of Data-Intensive Workflow Systems with Three Fault Tolerance Schemes in Cloud Weiling Li, Qiang He, Kewen Liao, Xiaoning Sun, Feifei Chen and Yunni Xia |
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| Fri 10/23 08:40 - 10:00 |
CLOUD 21: SHORT - Cloud Modeling I Session Chair: Marco Anisetti |
CLD_SHT_260 Modelling VM Latent Characteristics and Predicting Application Performance using Semi-supervised Non-negative Matrix Factorization Yuhui Lin, Adam Barker and John Thomson |
| CLD_SHT_280 Proactive Container Auto-scaling for Cloud Native Machine Learning Services David Buchaca, Josep Berral, Chen Wang and Alaa Youssef |
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| CLD_SHT_293 What-if QoS Prediction of Cloud-hosted Web Services via Domain Adaptation in Evolutionary Scenarios Tianqi Sun and Jianpeng Hu |
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| Fri 10/23 14:40 - 16:00 |
CLOUD 22: Cloud Performance & Maintenance Session Chair: Nabil El Ioini |
CLD_REG_218 Scheduling Physical Machine Maintenance on Qualified Clouds: What if Migration is not Allowed? Long Wang, Harigovind Ramasamy and Richard Harper |
| CLD_REG_247 RAD: Detecting Performance Anomalies in Cloud-based Web Services Joydeep Mukherjee, Alexandru Baluta, Marin Litoiu and Diwakar Krishnamurthy |
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| Sat 10/24 01:00 - 02:20 |
CLOUD 23: SHORT - Cloud Modelling II Session Chair: Liqiang Wang |
CLD_SHT_251 A Noise-aware Asymmetric Spectral Regularization Collective Matrix Factorization Algorithm for Recommender System in Cloud Services Jun Tao Han and Yong Pan |
| CLD_SHT_266 Phase Aware Performance Modeling for Cloud Workloads Arnamoy Bhattacharyya, Eyal De Lara and Cristiana Amza |
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| CLD_SHT_312 Cloud Resource Provisioning and Bottleneck Eliminating for Meshed Web Systems Yamin Lei, Zhicheng Cai, Hang Wu and Rajkumar Buyya |
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| Sat 10/24 02:40 - 04:00 |
CLOUD 24: SHORT - Cloud Management II Session Chair: Zhe Fu |
CLD_SHT_291 VM Migration for Secure Out-of-band Remote Management with Nested Virtualization Tomoya Unoki and Kenichi Kourai |
| CLD_SHT_302 A Prediction Based Replica Selection Strategy for Reducing Tail Latency in the Distributed System Santa Maria Shithil and Muhammad Abdullah Adnan |
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| ClD_SHT_314 Energy Efficient Decentralized Geographical Load Balancing via Dynamic Deferral of Workload Zeenat Islam, Md Moniruzzaman and Muhammad Abdullah Adnan |
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| Sat 10/24 07:00 - 08:20 |
CLOUD 25: SHORT - Cloud Applications IV Session Chair: Yingjie Wang |
CLD_SHT_288 Evaluating Concurrent Executions of Multiple Function-as-a-Service Runtimes with MicroVM Jungae Park, Hyunjune Kim and Kyungyong Lee |
| CLD_SHT_319 A Control System for Managing the Flexibility in BPMN Models of Cloud Service Workflows Imen Ben Fradj, Yousra Bendaly Hlaoui and Leila Ben Ayed |
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| CLD_SHT_277 Spark-Tuner: An Elastic Auto-Tuner for Apache Spark Streaming M. Reza Hoseinyfarahabady, Javid Taheri, Albert Zomaya and Zahir Tari |
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| Sat 10/24 08:40 - 10:00 |
CLOUD 26: Cloud Security Session Chair: He Qian |
CLD_REG_10 Forward Secure Public Key Encryption with Keyword Search for Cloud-assisted IoT Hyeongseob Kim, Changhee Hahn and Junbeom Hur |
| CLD_REG_127 Robustness Analysis of Triangle Relations Attack in Social Recommender Systems Jia Wang, Min Gao, Zongwei Wang, Runsheng Wang and Junhao Wen |
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| CLD_REG_98 LSH-based Collaborative Recommendation Method with Privacy-Preservation Jiangmin Xu, Xuansong Li, Hao Wang, Hong0Ning Dai and Shunmei Meng |
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| Sat 10/24 13:00 - 14:20 | CLOUD 27: Edge-Cloud Collaboration Session Chair: Zigui Jiang | |
| CLD_REG_92 GMAS: A Geo-Aware MAS Based Workflow Allocation Approach on Hybrid-Edge-Cloud Environment Meng Niu, Bo Cheng and Jun-Liang Chen |
CLD_REG_18 Multi-request Scheduling and Collaborative Service Processing for DASH-video Optimization in Cloud-Edge Network Xuan Zhao, Song Zhang and Wanchun Dou |
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| CLD_REG_229 JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub and Somali Chaterji |
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| Sat 10/24 13:00 - 14:20 | CLOUD 28: Cloud Task Scheduling Session Chair: Lingyan Zhang | |
| CLD_REG_8 RSDS: Getting System Call Whitelist for Container Through Dynamic and Static Analysis Xuhao Wang, Qingni Shen, Pengfei Wu and Wu Luo |
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| CLD_REG_138 Skedulix: Hybrid Cloud Scheduling for Cost-Efficient Execution of Serverless Applications Anirban Das, Andrew Leaf, Carlos A. Varela and Stacy Patterson |
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| CLD_REG_146 Toposch: Latency-Aware Scheduling Based on Critical Path Analysis on Shared YARN Clusters Chunming Hu, Jianyong Zhu, Renyu Yang, Hao Peng, Tianyu Wo, Shiqing Xue, Xiaoqiang Yu, Jie Xu and Rajiv Ranjan |