IEEE CLOUD 2021 - Program
CLOUD Technical Program
Conference code: CLD
All times are listed in UTC time. To convert UTC time to your time, use the UTC Time Zone Converter.
| Date/Time | Session | Session Chair | Presentation |
|---|---|---|---|
| Mon 9/6 15:00 - 16:20 pm UTC time |
CLD 1 Cloud Security 1 Track: Security, Trust & Privacy |
Alptekin Küpçü Koç University |
CLD_REG_134 TRIGLAV: Remote Attestation of the Virtual Machine's Runtime Integrity in Public Clouds Wojciech Ozga, Do Le Quoc and Christof Fetzer CLD_SHT_095 Cloud Property Graph: Connecting Cloud Security Assessments with Static Code Analysis Christian Banse, Immanuel Kunz, Angelika Schneider and Konrad Weiss CLD_REG_149 Secure k-Anonymization over Encrypted Databases Manish Kesarwani, Akshar Kaul, Stefano Braghin, Naoise Holohan and Spiros Antonatos |
| Mon 9/6 16:30 - 17:50 pm UTC time |
CLD 2 Edge Analytics Track: Cloud-Edge |
Rajiv Ranjan Newcastle University |
CLD_REG_108 AI Multi-Tenancy on Edge: Concurrent Deep Learning Model Executions and Dynamic Model Placements on Edge Devices Piyush Subedi, Jianwei Hao, In Kee Kim and Lakshmish Ramaswamy CLD_REG_135 The Case for Adaptive Deep Neural Networks in Edge Computing Francis McNamee, Schahram Dustdar, Peter Kilpatrick, Weisong Shi, Ivor Spence and Blesson Varghese CLD_REG_147 Primitives Enhancing GPU Runtime Support for Improved DNN Performance Aditya Dhakal, Sameer G Kulkarni and K. K. Ramakrishnan |
| Mon 9/6 18:10 - 19:30 pm UTC time |
CLD 3 Privacy Preserving for Deep Learning Track: Security, Trust & Privacy |
Wensheng Zhang Iowa State University |
CLD_SHT_159 Non-interactive Privacy Preserving Recurrent Neural Network Prediction with Homomorphic Encryption Robert Podschwadt and Daniel Takabi CLD_SHT_175 Image Disguising for Protecting Data and Model Confidentiality in Outsourced Deep Learning Sagar Sharma, A K M Mubashwir Alam and Keke Chen CLD_SHT_204 Origami Inference: Private Inference Using Hardware Enclaves Krishna Giri Narra, Zhifeng Lin, Yongqin Wang, Keshav Balasubramanian and Murali Annavaram |
| Tues 9/7 1:00 - 2:00 am UTC time |
CLD 4 Edge Applications I Track: Cloud-Edge |
BaekGyu Kim DGIST |
CLD_REG_072 ChatCache: A Hierarchical Semantic Redundancy Cache System for Conversational Services at Edge Lanyu Xu, Arun Iyengar and Weisong Shi CLD_REG_125 Into Summarization Techniques for IoT Data Discovery Routing Hieu Tran, Son Nguyen, I-Ling Yen and Farokh Bastani CLD_SHT_201 Dynamic Edge-Twin Computing for Vehicle Tracking Yuanda Wang, Shigang Chen, Ye Xia, Dimitrios Melissourgos and Haibo Wang |
| Tues 9/7 2:30 - 3:50 am UTC time |
CLD 5 AI for Cloud I Track: AI in Cloud Software Engineering & Operations |
Dimitris Apostolou University of Piraeus |
ACS_REG_059 A system for proactive risk assessment of application changes in cloud operations Raghav Batta, Michael Nidd, Larisa Shwartz, Amar Prakash Azad and Harshit Kumar ACS_REG_106 Causal Modeling based Fault Localization in Cloud Systems using Golden Signals Pooja Aggarwal, Seema Nagar, Ajay Gupta, Larisa Shwartz, Prateeti Mohapatra, Amit Paradkar, Qing Wang and Atri Mandal ACS_REG_191 AI-Assisted Security Controls Mapping for Clouds Built for Regulated Workloads Vikas Agarwal, Roy Bar-Haim, Lilach Eden, Nisha Gupta, Yoav Kantor and Arun Kumar |
| Tues 9/7 4:10 - 5:30 am UTC time |
CLD 6 Cloud Programming Track: Cloud Programming |
Joao Pedro Barreto Universidade de Lisboa |
CLD_REG_055 Performance Evaluation of Asynchronous FaaS David Balla, Markosz Maliosz and Csaba Simon CLD_REG_057 Efficient Processing of Streaming Data using Multiple Abstractions Abdul Qadeer and John Heidemann CLD_REG_062 Optimizing Cloud Function Configuration via Local Simulations Johannes Manner, Martin Endreß, Sebastian Böhm and Guido Wirtz |
| Tues 9/7 18:50 - 20:10 pm UTC time |
CLD 7 Invited I Track: Invited |
Claudio Ardagna Università degli Studi di Milano |
CLD_INV_217 Supporting Real-Time T-Queries on Network Traffic with A Cloud-based Offloading Model Yuanda Wang, Haibo Wang, Chaoyi Ma, Shigang Chen and Ye Xia CLD_INV_218 Privacy-Preserving Decentralized Edge Caching in 5G Networks Yiming Zeng, Yaodong Huang, Zhenhua Liu, Ji Liu and Yuanyuan Yang CLD_INV_220 A Generalized Nesterov-accelerated Hessian-vector-based Latent Factor Analysis Model for QoS Prediction Weiling Li, Xin Luo and Mengchu Zhou CLD_INV_223 Polaris Scheduler: Edge Sensitive and SLO Aware Workload Scheduling in Cloud-Edge-IoT Clusters Stefan Nastic, Thomas Werner Pusztai, Andrea Morichetta, Victor Casamayor Pujol, Schahram Dustdar, Deepak Vij and Ying Xiong |
| Tues 9/7 20:20 - 21:40 pm UTC time |
CLD 8 Invited II Track: Invited |
Wensheng Zhang Iowa State University |
CLD_INV_221 EdgePS: Selective Parameter Aggregation for Distributed Machine Learning in Edge Computing Yangming Zhao, Yunfei Hou and Chunming Qiao CLD_INV_222 HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks Geoffrey Fox, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Ahmet Uyar, Thejaka Amila Kanewala and Gregor von Laszewski CLD_INV_219 A Deep Reinforcement Learning Approach to Resource Management in Hybrid Clouds Harnessing Renewable Energy and Task Scheduling Jie Zhao, Maria A. Rodriguez and Rajkumar Buyya |
| Wed 9/8 1:00 - 2:20 am UTC time |
CLD 9 Machine/Federated Learning Security Track: Security, Trust & Privacy |
Liqiang Wang University of Central Florida |
CLD_REG_153 Federated or Split? A Performance and Privacy Analysis of Hybrid Split and Federated Learning Architectures Valeria Turina, Zongshun Zhang, Flavio Esposito and Ibrahim Matta CLD_REG_148 Knowledge and Learning-based Adaptable System for Sensitive Information Identification and Handling Akshar Kaul, Manish Kesarwani, Hong Min and Qi Zhang CLD_SHT_146 LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning Kamala Varma, Yi Zhou, Nathalie Baracaldo and Ali Anwar |
| Wed 9/8 2:30 - 3:50 am UTC time |
CLD 10 Cloud Security II Track: Security, Trust & Privacy |
Wensheng Zhang Iowa State University |
CLD_REG_048 Prof-gen: Practical Study on System Call Whitelist Generation for Container Attack Surface Reduction Sungjin Kim, Byoung-Joon Kim and Dong Hoon Lee CLD_REG_116 Integrity Protection for Kubernetes Resource Based on Digital Signature Ruriko Kudo, Hirokuni Kitahara, Kugamoorthy Gajananan and Yuji Watanabe CLD_SHT_129 Secure Offloading of Intrusion Detection Systems from VMs with Intel SGX Tomoharu Nakano and Kenichi Kourai |
| Wed 9/8 4:10 - 5:30 am UTC time |
CLD 11 Cloud Infrastructure Services Track: Cloud as a Service |
Saurabh Garg University of Tasmania |
CLD_REG_115 Flexible and Efficient Blockchain-Based Cloud Storage Ying-Yu Pan, Yi Li, Ce-Yu Gao, Li Fang and Ping Chen CLD_REG_100 An Evaluation of Serverless Computing on X86 and ARM platforms: Performance and Design Implications Dong Xie, Yang Hu and Li Qin CLD_REG_179 Agile and Dynamic Virtualized Network Functions Wiring in Network Services Nour El Houda Nouar, Sami Yangui, Noura Faci, Khalil Drira and Said Tazi |
| Wed 9/8 5:40 - 7:00 am UTC time |
CLD 12 Cloud HPC I Part of the Cloud HPC Symposia |
Christoph Hagleitner IBM Zurich |
CHP_REG_137 A Case for Function-as-a-Service with Disaggregated FPGAs Burkhard Ringlein, Francois Abel, Dionysios Diamantopoulos, Beat Weiss, Christoph Hagleitner, Marc Reichenbach and Dietmar Fey CHP_REG_123 T2FA: A Heuristic Algorithm for Deadline-constrained Workflow Scheduling in Cloud with Multicore Resource Zaixing Sun, Chonglin Gu, Honglin Zhang and Hejiao Huang |
| Wed 9/8 16:30 - 17:50 pm UTC time |
CLD 13 Cloud Platform Services I Track: Cloud as a Service |
Chirine Ghedira Guegan IAE-Jean Moulin Lyon 3 University |
CLD_REG_183 Towards Consistent VNF Forwarding Graph Reconfiguration in Multi-domain Environments Josue Castañeda, Sami Yangui, Saul Pomares, Julio César Pérez Sansalvador, Lil María Rodríguez and Khalil Drira CLD_REG_049 Impact of Distributed Rate Limiting on Load Distribution in a Latency-sensitive Messaging Service Chong Li, Jiangnan Liu, Chenyang Lu, Roch Guerin and Christopher Gill CLD_REG_158 Oasis: Performance Matching IoT System Emulation Navid Alipour, Mea Wang and Diwakar Krishnamurthy |
| Wed 9/8 19:40 - 21:00 pm UTC time |
CLD 14 Cloud Performance Track: Cloud Operations Management |
Rajiv Ranjan Newcastle University |
CLD_REG_068 Cost-Effective Dynamic Optimisation for Multi-Cloud Queries Damien T. Wojtowicz, Shaoyi Yin, Franck Morvan and Abdelkader Hameurlain CLD_SHT_109 An Empirical Analysis of VM Startup Times in Public IaaS Clouds Jianwei Hao, Ting Jiang, Wei Wang and In Kee Kim CLD_SHT_118 Theta-Scan: Leveraging Behavior-Driven Forecasting for Vertical Auto-Scaling in Container Cloud Josep Lluis Berral-García, David Buchaca, Claudia Herron, Chen Wang and Alaa Youssef |
| Thurs 9/9 1:00 - 2:00 am UTC time |
CLD 15 Cloud Middleware & Platforms Track: Cloud Operations Management |
Nabil El Ioini Free University of Bozen |
CLD_REG_165 A Novel Middleware for Efficiently Implementing Complex Cloud-Native SLO Thomas Werner Pusztai, Stefan Nastic, Andrea Morichetta, Víctor Casamayor Pujol, Schahram Dustdar, Xiaoning Ding, Deepak Vij and Ying Xiong CLD_SHT_074 Energy and Expenditure Aware data Replication Strategy Morgan Séguéla, Riad Mokadem and Jean-Marc Pierson CLD_SHT_167 A Mechanism Design and Learning Approach for Revenue Maximization on Cloud Dynamic Spot Markets Asterios Tsiourvas, Constantinos Bitsakos, Ioannis Konstantinou, Dimitris Fotakis and Nectarios Koziris |
| Thurs 9/9 2:30 - 3:50 am UTC time |
CLD 16 Cloud Infrastructures I Track: Infrastructures, Systems & Architectures |
Hui Lu Binghamton University |
CLD_REG_169 SODA: A Semantics-Aware Optimization Framework for Data-Intensive Applications Using Hybrid Program Analysis Bingbing Rao, Zixia Liu, Hong Zhang, Siyang Lu and Liqiang Wang CLD_REG_078 Characterizing Loop Acceleration in Heterogeneous Computing Saman Biookaghazadeh, Fengbo Ren and Ming Zhao CLD_REG_096 HPKS: High Performance Kubernetes Scheduling for Dynamic Blockchain Workloads in Cloud Computing Zhenwu Shi, Chenming Jiang, Landu Jiang and Xue Liu |
| Thurs 9/9 4:10 - 5:30 am UTC time |
CLD 17 Cloud Infrastructures II Track: Infrastructures, Systems & Architectures |
Qinghua Li University of Arkansas |
CLD_REG_092 Optimizing VMs across Multiple Hosts with Transparent and Consistent Tracking of Unused Memory Soichiro Tauchi, Kenichi Kourai and Lukman Ab Rahim CLD_SHT_131 Architecture-Specific Perfrmance Optimization of Compute-Intensive FaaS Functions Mohak Chadha, Anshul Jindal and Michael Gerndt CLD_SHT_142 Exploiting Sub-page Write Protection for VM Live Migration Yosuke Ozawa and Takahiro Shinagawa CLD_SHT_162 Performance Evaluation of Data-Centric Workloads in Serverless Environments Anna Maria Nestorov, Jordà Polo, Claudia Misale, David Carrera and Alaa S. Youssef |
| Thurs 9/9 18:10 - 19:30 pm UTC time |
CLD 18 Cloud Platform Services II Track: Cloud as a Service |
Javier Espinosa University of Lyon |
CLD_REG_075 Real-time task scheduling in a FaaS cloud Mark Szalay, Peter Matray and Laszlo Toka CLD_SHT_197 RDOF: Deployment Optimization for Function as a Service Lulai Zhu, Giorgos Giotis, Vasilis Tountopoulos and Giuliano Casale CLD_SHT_099 Fast and Efficient Performance Tuning of Microservices Vahid Mirzaebrahim Mostofi, Diwakar Krishnamurthy and Martin Arlitt CLD_SHT_139 Understanding Flash-Based Storage I/O Behavior of Games Adnan Maruf, Zhengyu Yang, Bridget Davis, Daniel Kim, Jeffrey Wong, Matthew Durand and Janki Bhimani |
| Thurs 9/9 19:40 - 21:00 pm UTC time |
CLD 19 Cloud Resource Management I Track: Cloud Operations Management |
Nabil El Ioini Free University of Bozen |
CLD_REG_121 Skynet: Performance-driven Resource Management for Dynamic Workloads Yannis Sfakianakis, Manolis Marazakis and Angelos Bilas CLD_REG_170 Fundy: A Scalable and Extensible Resource Manager for Cloud Resources Xiaodi Ke, Cong Guo, Siqi Ji, Shane Bergsma, Zhenhua Hu and Lei Guo CLD_SHT_132 QoS-Aware Memory Bandwidth Allocation for Multi-Socket Cloud Servers David Gureya, João Barreto and Vladimir Vlassov |
| Fri 9/10 1:00 - 2:20 am UTC time |
CLD 20 AI for Cloud II Track: AI in Cloud Software Engineering & Operations |
Xin Luo Chinese Academy of Sciences |
ACS_REG_145 Detecting Causal Structure on Cloud Application Microservices Using Granger Causality Models Qing Wang, Larisa Shwartz, Genady Ya. Grabarnik, Vijay Arya, and Karthikeyan Shanmugam ACS_SHT_050 NL2Vul: Natural Language to Standard Vulnerability Score for Cloud Security Posture Management Muhammed Bulut and Jinho Hwang ACS_SHT_157 Ensemble of Unsupervised Parametric and Non-Parametric Techniques to Discover Change Actions Anup Kalia, Raghav Batta, Jin Xiao and Maja Vukovic ACS_SHT_160 Energy-Aware Learning Agent (EALA) for Disaggregated Cloud Scheduling Nicholas Nordlund, Vassilis Vassiliadis, Michele Gazzetti, Dimitris Syrivelis and Leandros Tassiulas |
| Fri 9/10 2:30 - 3:50 am UTC time |
CLD 21 Mobile Edge Track: Cloud-Edge |
Adel N. Toosi Monash University |
CLD_REG_113 Latency-aware Batch Task Offloading for Vehicular Cloud: Maximizing Submodular Bandit Hao Li, Haitao Huang and Zhuzhong Qian CLD_SHT_102 Quality-Aware Video Offloading in Mobile Edge Computing: A Data-Driven Two-Stage Stochastic Optimization Weibin Ma and Lena Mashayekhy |
| Fri 9/10 4:10 - 5:30 am UTC time |
CLD 22 Cloud Resource Management Track: Cloud Operations Management |
Nabil El Ioini Free University of Bozen |
CLD_REG_168 A Cost-Efficient Resource Provisioning and Scheduling Approach for Deadline-Sensitive MapReduce Computations in Cloud Environment Amir Jabbari, Farzaneh Masoumiyan, Shuwen Hu, Maolin Tang and Yu-Chu Tian CLD_REG_181 RunWild: Resource Management System with Generalized Modeling for Microservices on Cloud Sunyanan Choochotkaew, Tatsuhiro Chiba, Scott Trent and Marcelo Amaral CLD_SHT_143 Rightsizing Clusters for Time-Limited Tasks Venkatesan T Chakaravarthy, Padmanabha Venkatagiri Seshadri, Pooja Aggarwal, Anamitra R Choudhury, Ashok Pon Kumar Sree Prakash, Yogish Sabharwal and Amith Singhee |
| Fri 9/10 5:40 - 7:00 am UTC time |
CLD 23 Cloud Analytics Track: Cloud Operations Management |
Prem Jayaraman Swinburne University |
CLD_REG_122 Para: Harvesting CPU time fragments in Big Data Analytics Yuzhao Wang, Junqing Yu and Zhibin Yu CLD_REG_184 Towards A Robust Meta-ReinforcementLearning-Based Scheduling Framework for Time Critical Tasks in Cloud Environments Hongyun Liu, Peng Chen and Zhiming Zhao CLD_SHT_044 DLB: Deep Learning Based Load Balancing Xiaoke Zhu CLD_SHT_186 A Holistic Approach to Data Access for Cloud-Native Analytics and Machine Learning Panos Koutsovasilis, Srikumar Venugopal, Yiannis Gkoufas and Christian Pinto |
| Fri 9/10 18:10 - 19:30 pm UTC time |
CLD 24 Edge Applications II Track: Cloud-Edge |
Ming Zhao Arizona State University |
CLD_REG_119 Pogonip: Scheduling Asynchronous Applications on the Edge Thomas Werner Pusztai, Fabiana Rossi and Schahram Dustdar CLD_REG_190 Air-to-Air Collaborative Learning: A Multi-Task Orchestration in Federated Aerial Computing Uchechukwu Awada, Jiankang Zhang, Sheng Chen and Shuangzhi Li CLD_SHT_199 Distributing intelligence for object detection using edge computing Imen Chakroun, Tom Vander Aa, Roel Wuyts and Wilfried Verachtert |
| Sat 9/11 1:00 - 2:20 am UTC time |
CLD 25 Cloud HPC II Part of the Cloud HPC Symposia |
Andrew Lumsdaine University of Washington |
CHP_REG_210 Usage Trends Aware VM Placement in Academic Research Computing Clouds Mohamed Elsakhawy and Michael Bauer CHP_REG_207 Neon: Low-Latency Streaming Pipelines for HPC Pierre Matri and Robert Ross |
| Sat 9/11 2:30 - 3:50 am UTC time |
CLD 26 WIP I Work in Progress |
Prem Jayaraman Swimburne University |
CLD_WIP_150 ACA: Application Containerization Advisory Framework for Modernizing Legacy Applications Anup Kalia, Raghav Batta, Jin Xiao, Mihir Choudhury and Maja Vukovic CLD_WIP_103 Edge Service Deployment via Online Learning Ahmad Almansoor and Lena Mashayekhy |
| Sat 9/11 4:10 - 5:30 am UTC time |
CLD 27 WIP II Work in Progress |
Joao Pedro Barreto Universidade de Lisboa |
ACS_WIP_105 Insights into Multi-Layered Fault Propagation and Analysis in a Cloud Stack Dhanya R. Mathews, Mudit Verma, Pooja Aggarwal and J. Lakshmi CLD_WIP_126 Konveyor Move2Kube: Automated Replatforming of Applications to Kubernetes Padmanabha Venkatagiri Seshadri, Harikrishnan Balagopal, Pablo Salvador Loyola Heufemann, Akash Nayak, Chander Govindarajan, Mudit Verma, Ashok Pon Kumar Sree Prakash and Amith Singhee CLD_WIP_188 Exploring the Network-Sensitive Scheduling on Distributed Shared Memory Xing Wei, Huiqi Hu and Aoying Zhou |
| Sat 9/11 5:40 - 7:00 am UTC time |
CLD 28 WIP III Work in Progress |
Nabil El Ioini Free University of Bozen |
CLD_WIP_194 An Automata–based Profit Optimization of Cloud Brokers in IaaS Environment Jakub Gąsior and Franciszek Seredynski CLD_WIP_155 Acceleration-as-a-microService: A Cloud-native Monte-Carlo Option Pricing Engine on CPUs, GPUs and Disaggregated FPGAs Dionysios Diamantopoulos, Raphael Polig, Burkhard Ringlein, Mitra Purandare, Beat Weiss, Christoph Hagleitner, Mark Lantz and Francois Abel CLD_WIP_144 Performance Analysis of Zero-Trust multi-cloud Simone Rodigari, Donna O'Shea and Sean McSweeney |