| 2021 | 14th IEEE International Conference on Cloud Computing, CLOUD 2021, Chicago, IL, USA, September 5-10, 2021 Claudio Agostino Ardagna, Carl K. Chang, Ernesto Daminai, Rajiv Ranjan, Zhongjie Wang, Robert Ward, Jia Zhang, Wensheng Zhang |
| 2021 | @An automated self-service multi-cloud HPC platform applied to the simulation of cardiac valve disease with machine learning. Wolfgang Gentzsch, Daniel Gruber, Yaghoub Dabiri, Julius M. Guccione, Ghassan S. Kassab |
| 2021 | A Case for Function-as-a-Service with Disaggregated FPGAs. Burkhard Ringlein, François Abel, Dionysios Diamantopoulos, Beat Weiss, Christoph Hagleitner, Marc Reichenbach, Dietmar Fey |
| 2021 | A Cost-Efficient Resource Provisioning and Scheduling Approach for Deadline-Sensitive MapReduce Computations in Cloud Environment. Amir Jabbari, Farzaneh Masoumiyan, Shuwen Hu, Maolin Tang, Yu-Chu Tian |
| 2021 | A Deep Reinforcement Learning Approach to Resource Management in Hybrid Clouds Harnessing Renewable Energy and Task Scheduling. Jie Zhao, Maria Alejandra Rodriguez, Rajkumar Buyya |
| 2021 | A Generalized Nesterov-Accelerated Hessian-Vector-Based Latent Factor Analysis Model for QoS Prediction. Weiling Li, Xin Luo, MengChu Zhou |
| 2021 | A Holistic Approach to Data Access for Cloud-Native Analytics and Machine Learning. Panos K. Koutsovasilis, Srikumar Venugopal, Yiannis Gkoufas, Christian Pinto |
| 2021 | A Mechanism Design and Learning Approach for Revenue Maximization on Cloud Dynamic Spot Markets. Asterios Tsiourvas, Constantinos Bitsakos, Ioannis Konstantinou, Dimitris Fotakis, Nectarios Koziris |
| 2021 | A Novel Middleware for Efficiently Implementing Complex Cloud-Native SLOs. Thomas W. Pusztai, Andrea Morichetta, Víctor Casamayor-Pujol, Schahram Dustdar, Stefan Nastic, Xiaoning Ding, Deepak Vij, Ying Xiong |
| 2021 | A system for proactive risk assessment of application changes in cloud operations. Raghav Batta, Larisa Shwartz, Michael Nidd, Amar Prakash Azad, Harshit Kumar |
| 2021 | ACA: Application Containerization Advisory Framework for Modernizing Legacy Applications. Anup K. Kalia, Raghav Batta, Jin Xiao, Mihir Choudhury, Maja Vukovic |
| 2021 | AI Multi-Tenancy on Edge: Concurrent Deep Learning Model Executions and Dynamic Model Placements on Edge Devices. Piyush Subedi, Jianwei Hao, In Kee Kim, Lakshmish Ramaswamy |
| 2021 | AI-Assisted Security Controls Mapping for Clouds Built for Regulated Workloads. Vikas Agarwal, Roy Bar-Haim, Lilach Eden, Nisha Gupta, Yoav Kantor, Arun Kumar |
| 2021 | Acceleration-as-a-µService: 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 A. Lantz, François Abel |
| 2021 | Agile and Dynamic Virtualized Network Functions Wiring in Network Services. Nour el houda Nouar, Sami Yangui, Noura Faci, Khalil Drira, Saïd Tazi |
| 2021 | Air-to-Air Collaborative Learning: A Multi-Task Orchestration in Federated Aerial Computing. Uchechukwu Awada, Jiankang Zhang, Sheng Chen, Shuangzhi Li |
| 2021 | An Automata-based Profit Optimization of Cloud Brokers in IaaS Environment. Jakub Gasior, Franciszek Seredynski |
| 2021 | An Empirical Analysis of VM Startup Times in Public IaaS Clouds. Jianwei Hao, Ting Jiang, Wei Wang, In Kee Kim |
| 2021 | An Evaluation of Serverless Computing on X86 and ARM platforms: Performance and Design Implications. Dong Xie, Yang Hu, Li Qin |
| 2021 | Architecture-Specific Performance Optimization of Compute-Intensive FaaS Functions. Mohak Chadha, Anshul Jindal, Michael Gerndt |
| 2021 | Causal Modeling based Fault Localization in Cloud Systems using Golden Signals. Pooja Aggarwal, Seema Nagar, Ajay Gupta, Larisa Shwartz, Prateeti Mohapatra, Qing Wang, Amit M. Paradkar, Atri Mandal |
| 2021 | Challenges of Distributed Computing for Pandemic Spread Prediction based on Large-Scale Human Interaction Data. Sudipta Saha Shubha, Shohaib Mahmud, Haiying Shen |
| 2021 | Characterizing Loop Acceleration in Heterogeneous Computing. Saman Biookaghazadeh, Fengbo Ren, Ming Zhao |
| 2021 | ChatCache: A Hierarchical Semantic Redundancy Cache System for Conversational Services at Edge. Lanyu Xu, Arun Iyengar, Weisong Shi |
| 2021 | Cloud Property Graph: Connecting Cloud Security Assessments with Static Code Analysis. Christian Banse, Immanuel Kunz, Angelika Schneider, Konrad Weiss |
| 2021 | Cost-Effective Dynamic Optimisation for Multi-Cloud Queries. Damien T. Wojtowicz, Shaoyi Yin, Franck Morvan, Abdelkader Hameurlain |
| 2021 | DLB: Deep Learning Based Load Balancing. Xiaoke Zhu, Qi Zhang, Taining Cheng, Ling Liu, Wei Zhou, Jing He |
| 2021 | Detecting Causal Structure on Cloud Application Microservices Using Granger Causality Models. Qing Wang, Larisa Shwartz, Genady Ya. Grabarnik, Vijay Arya, Karthikeyan Shanmugam |
| 2021 | Distributing intelligence for object detection using edge computing. Imen Chakroun, Tom Vander Aa, Roel Wuyts, Wilfried Verachtert |
| 2021 | Dynamic Edge-Twin Computing for Vehicle Tracking. Yuanda Wang, Shigang Chen, Ye Xia, Dimitrios Melissourgos, Haibo Wang |
| 2021 | Edge Service Deployment via Online Learning. Ahmad Almansoor, Lena Mashayekhy |
| 2021 | EdgePS: Selective Parameter Aggregation for Distributed Machine Learning in Edge Computing. Yangming Zhao, Yunfei Hou, Chunming Qiao |
| 2021 | Efficient Processing of Streaming Data using Multiple Abstractions. Abdul Qadeer, John S. Heidemann |
| 2021 | Energy and Expenditure Aware Data Replication Strategy. Morgan Séguéla, Riad Mokadem, Jean-Marc Pierson |
| 2021 | Energy-Aware Learning Agent (EALA) for Disaggregated Cloud Scheduling. Nicholas Nordlund, Vassilis Vassiliadis, Michele Gazzetti, Dimitris Syrivelis, Leandros Tassiulas |
| 2021 | Ensemble of Unsupervised Parametric and Non-Parametric Techniques to Discover Change Actions. Anup K. Kalia, Raghav Batta, Jin Xiao, Maja Vukovic |
| 2021 | Exploiting Sub-page Write Protection for VM Live Migration. Yosuke Ozawa, Takahiro Shinagawa |
| 2021 | Exploring the Network-Sensitive Scheduling on Distributed Shared Memory. Xing Wei, Huiqi Hu, Aoying Zhou |
| 2021 | Fast and Efficient Performance Tuning of Microservices. Vahid MirzaEbrahim Mostofi, Diwakar Krishnamurthy, Martin F. Arlitt |
| 2021 | Federated or Split? A Performance and Privacy Analysis of Hybrid Split and Federated Learning Architectures. Valeria Turina, Zongshun Zhang, Flavio Esposito, Ibrahim Matta |
| 2021 | Flexible and Efficient Blockchain-Based Cloud Storage. Ying-yu Pan, Yi Li, Ce-yu Gao, Li Fang, Ping Chen |
| 2021 | Fundy: A Scalable and Extensible Resource Manager for Cloud Resources. Xiaodi Ke, Cong Guo, Siqi Ji, Shane Bergsma, Zhenhua Hu, Lei Guo |
| 2021 | Generalizing QoS-Aware Memory Bandwidth Allocation to Multi-Socket Cloud Servers. David Gureya, João Barreto, Vladimir Vlassov |
| 2021 | HPKS: High Performance Kubernetes Scheduling for Dynamic Blockchain Workloads in Cloud Computing. Zhenwu Shi, Chenming Jiang, Landu Jiang, Xue (Steve) Liu |
| 2021 | HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks. Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox |
| 2021 | HySec-Flow: Privacy-Preserving Genomic Computing with SGX-based Big-Data Analytics Framework. Chathura Widanage, Weijie Liu, Jiayu Li, Hongbo Chen, Xiaofeng Wang, Haixu Tang, Judy Fox |
| 2021 | Image Disguising for Protecting Data and Model Confidentiality in Outsourced Deep Learning. Sagar Sharma, A. K. M. Mubashwir Alam, Keke Chen |
| 2021 | Impact of Distributed Rate Limiting on Load Distribution in a Latency-sensitive Messaging Service. Chong Li, Jiangnan Liu, Chenyang Lu, Roch Guérin, Christopher D. Gill |
| 2021 | Insights into Multi-Layered Fault Propagation and Analysis in a Cloud Stack. Dhanya R. Mathews, Mudit Verma, Pooja Aggarwal, J. Lakshmi |
| 2021 | Integrity Protection for Kubernetes Resource Based on Digital Signature. Ruriko Kudo, Hirokuni Kitahara, Kugamoorthy Gajananan, Yuji Watanabe |
| 2021 | Into Summarization Techniques for IoT Data Discovery Routing. Hieu Tran, Son Nguyen, I-Ling Yen, Farokh B. Bastani |
| 2021 | Knowledge & Learning-based Adaptable System for Sensitive Information Identification and Handling. Akshar Kaul, Manish Kesarwani, Hong Min, Qi Zhang |
| 2021 | Konveyor Move2Kube: Automated Replatforming of Applications to Kubernetes. Padmanabha Venkatagiri Seshadri, Harikrishnan Balagopal, Pablo Loyola, Akash Nayak, Chander Govindarajan, Mudit Verma, Ashok Pon Kumar, Amith Singhee |
| 2021 | LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning. Kamala Varma, Yi Zhou, Nathalie Baracaldo, Ali Anwar |
| 2021 | Latency-aware Batch Task Offloading for Vehicular Cloud: Maximizing Submodular Bandit. Hao Li, Haitao Huang, Zhuzhong Qian |
| 2021 | Molecular Dynamics Simulations on Cloud Computing and Machine Learning Platforms. Prateek Sharma, Vikram Jadhao |
| 2021 | NL2Vul: Natural Language to Standard Vulnerability Score for Cloud Security Posture Management. Muhammed Fatih Bulut, Jinho Hwang |
| 2021 | Neon: Low-Latency Streaming Pipelines for HPC. Pierre Matri, Robert B. Ross |
| 2021 | Non-interactive Privacy Preserving Recurrent Neural Network Prediction with Homomorphic Encryption. Robert Podschwadt, Daniel Takabi |
| 2021 | Oasis: Performance Matching IoT System Emulation. Navid Alipour, Mea Wang, Diwakar Krishnamurthy |
| 2021 | Optimizing Cloud Function Configuration via Local Simulations. Johannes Manner, Martin Endreß, Sebastian Böhm, Guido Wirtz |
| 2021 | Optimizing VMs across Multiple Hosts with Transparent and Consistent Tracking of Unused Memory. Soichiro Tauchi, Kenichi Kourai, Lukman Ab. Rahim |
| 2021 | Origami Inference: Private Inference Using Hardware Enclaves. Krishna Giri Narra, Zhifeng Lin, Yongqin Wang, Keshav Balasubramanian, Murali Annavaram |
| 2021 | Para: Harvesting CPU time fragments in Big Data Analytics. Yuzhao Wang, Hongliang Qu, Junqing Yu, Zhibin Yu |
| 2021 | Performance Analysis of Zero-Trust multi-cloud. Simone Rodigari, Donna O'Shea, Pat McCarthy, Martin McCarry, Seán McSweeney |
| 2021 | Performance Evaluation of Asynchronous FaaS. David Balla, Markosz Maliosz, Csaba Simon |
| 2021 | Performance Evaluation of Data-Centric Workloads in Serverless Environments. Anna Maria Nestorov, Jordà Polo, Claudia Misale, David Carrera, Alaa Youssef |
| 2021 | Pogonip: Scheduling Asynchronous Applications on the Edge. Thomas W. Pusztai, Fabiana Rossi, Schahram Dustdar |
| 2021 | Polaris Scheduler: Edge Sensitive and SLO Aware Workload Scheduling in Cloud-Edge-IoT Clusters. Stefan Nastic, Thomas W. Pusztai, Andrea Morichetta, Víctor Casamayor-Pujol, Schahram Dustdar, Deepak Vij, Ying Xiong |
| 2021 | Primitives Enhancing GPU Runtime Support for Improved DNN Performance. Aditya Dhakal, Sameer G. Kulkarni, K. K. Ramakrishnan |
| 2021 | Privacy-Preserving Decentralized Edge Caching in 5G Networks. Yiming Zeng, Yaodong Huang, Zhenhua Li, Ji Liu, Yuanyuan Yang |
| 2021 | Prof-gen: Practical Study on System Call Whitelist Generation for Container Attack Surface Reduction. Sungjin Kim, Byung Joon Kim, Dong Hoon Lee |
| 2021 | Quality-Aware Video Offloading in Mobile Edge Computing: A Data-driven Two-stage Stochastic Optimization. Weibin Ma, Lena Mashayekhy |
| 2021 | RDOF: Deployment Optimization for Function as a Service. Lulai Zhu, Giorgos Giotis, Vasilis Tountopoulos, Giuliano Casale |
| 2021 | Real-time task scheduling in a FaaS cloud. Márk Szalay, Péter Mátray, László Toka |
| 2021 | Rightsizing Clusters for Time-Limited Tasks. Venkatesan T. Chakaravarthy, Padmanabha Venkatagiri Seshadri, Pooja Aggarwal, Anamitra R. Choudhury, Ashok Pon Kumar, Yogish Sabharwal, Amith Singhee |
| 2021 | Run Wild: Resource Management System with Generalized Modeling for Microservices on Cloud. Sunyanan Choochotkaew, Tatsuhiro Chiba, Scott Trent, Marcelo Amaral |
| 2021 | SODA: A Semantics-Aware Optimization Framework for Data-Intensive Applications Using Hybrid Program Analysis. Bingbing Rao, Zixia Liu, Hong Zhang, Siyang Lu, Liqiang Wang |
| 2021 | Secure Offloading of Intrusion Detection Systems from VMs with Intel SGX. Tomoharu Nakano, Kenichi Kourai |
| 2021 | Secure k-Anonymization over Encrypted Databases. Manish Kesarwani, Akshar Kaul, Stefano Braghin, Naoise Holohan, Spiros Antonatos |
| 2021 | Skynet: Performance-driven Resource Management for Dynamic Workloads. Yannis Sfakianakis, Manolis Marazakis, Angelos Bilas |
| 2021 | Supporting Real-Time ${T}$-Queries on Network Traffic with a Cloud-Based Offloading Model. Yuanda Wang, Haibo Wang, Chaoyi Ma, Shigang Chen, Ye Xia |
| 2021 | T2FA: A Heuristic Algorithm for Deadline-Constrained Workflow Scheduling in Cloud with Multicore Resource. Zai-Xing Sun, Chonglin Gu, Hejiao Huang, Honglin Zhang |
| 2021 | TRIGLAV: Remote Attestation of the Virtual Machine's Runtime Integrity in Public Clouds. Wojciech Ozga, Do Le Quoc, Christof Fetzer |
| 2021 | The Case for Adaptive Deep Neural Networks in Edge Computing. Francis McNamee, Schahram Dustdar, Peter Kilpatrick, Weisong Shi, Ivor T. A. Spence, Blesson Varghese |
| 2021 | Theta-Scan: Leveraging Behavior-Driven Forecasting for Vertical Auto-Scaling in Container Cloud. Josep Lluis Berral, David Buchaca Prats, Claudia Herron, Chen Wang, Alaa Youssef |
| 2021 | Towards A Robust Meta-Reinforcement Learning-Based Scheduling Framework for Time Critical Tasks in Cloud Environments. Hongyun Liu, Peng Chen, Zhiming Zhao |
| 2021 | Towards Consistent VNF Forwarding Graph Reconfiguration in Multi-domain Environments. Josué Castañeda Cisneros, Sami Yangui, Saúl E. Pomares Hernández, Julio César Pérez Sansalvador, Lil María Rodríguez-Henríquez, Khalil Drira |
| 2021 | Understanding Flash-Based Storage I/O Behavior of Games. Adnan Maruf, Zhengyu Yang, Bridget Davis, Daniel Kim, Jeffrey Wong, Matthew Durand, Janki Bhimani |
| 2021 | Usage Trends Aware VM Placement in Academic Research Computing Clouds. Mohamed Elsakhawy, Michael A. Bauer |