| 2021 | 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021, Melbourne, Australia, May 10-13, 2021 Laurent Lefèvre, Stacy Patterson, Young Choon Lee, Haiying Shen, Shashikant Ilager, Mohammad Goudarzi, Adel Nadjaran Toosi, Rajkumar Buyya |
| 2021 | A Blockchain-aided Self-Sovereign Identity Framework for Edge-based UAV Delivery System. Chengzu Dong, Frank Jiang, Xuejun Li, Aiting Yao, Gang Li, Xiao Liu |
| 2021 | A Holistic System Software Integration of Disaggregated Memory for Next-Generation Cloud Infrastructures. Panos K. Koutsovasilis, Michele Gazzetti, Christian Pinto |
| 2021 | A Reinforcement Learning Approach to Reduce Serverless Function Cold Start Frequency. Siddharth Agarwal, Maria Alejandra Rodriguez, Rajkumar Buyya |
| 2021 | A Simulator for Intelligent Workload Managers in Heterogeneous Clusters. Adrián Herrera, Mario Ibáñez, Esteban Stafford, José Luis Bosque |
| 2021 | A Two-Sided Matching Model for Data Stream Processing in the Cloud - Fog Continuum. Narges Mehran, Dragi Kimovski, Radu Prodan |
| 2021 | AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments. Lucia Schuler, Somaya Jamil, Niklas Kühl |
| 2021 | AI-oriented Workload Allocation for Cloud-Edge Computing. Tianshu Hao, Jianfeng Zhan, Kai Hwang, Wanling Gao, Xu Wen |
| 2021 | AMAS: Adaptive Auto-Scaling on the Edge. Saptarshi Mukherjee, Subhajit Sidhanta |
| 2021 | Adaptive and Hierarchical Large Message All-to-all Communication Algorithms for Large-scale Dense GPU Systems. Kawthar Shafie Khorassani, Ching-Hsiang Chu, Quentin G. Anthony, Hari Subramoni, Dhabaleswar K. Panda |
| 2021 | Algorithms for scheduling scientific workflows on serverless architecture. Marcin Majewski, Maciej Pawlik, Maciej Malawski |
| 2021 | An Allreduce Algorithm and Network Co-design for Large-Scale Training of Distributed Deep Learning. Truong Thao Nguyen, Mohamed Wahib |
| 2021 | Autoencoder-based IDS for cloud and mobile devices. Kamil Faber, Lukasz Faber, Bartlomiej Sniezynski |
| 2021 | Automating Conflict Detection and Mitigation in Large-Scale IoT Systems. Pavana Pradeep, Amitangshu Pal, Krishna Kant |
| 2021 | Battle of the Defaults: Extracting Performance Characteristics of HDF5 under Production Load. Bing Xie, Houjun Tang, Suren Byna, Jesse Hanley, Quincey Koziol, Tonglin Li, Sarp Oral |
| 2021 | Benchmarking Serverless Workloads on Kubernetes. Hima Govind, Horacio González-Vélez |
| 2021 | CASH: A Credit Aware Scheduling for Public Cloud Platforms. Aakash Sharma, Saravanan Dhakshinamurthy, George Kesidis, Chita R. Das |
| 2021 | CaDRoP: Cost Optimized Convergent Causal Consistency in Social Network Systems. Ta-Yuan Hsu, Ajay D. Kshemkalyani |
| 2021 | Characterizing Input-sensitivity in Tightly-Coupled Collaborative Graph Algorithms. Jacob M. Hope, Mikel Gjergji, Johana Di Girolamo, Marco A. Alvarez, Apan Qasem |
| 2021 | Co-Designing Multi-Level Checkpoint Restart for MPI Applications. Konstantinos Parasyris, Giorgis Georgakoudis, Leonardo Bautista-Gomez, Ignacio Laguna |
| 2021 | Comparing SARS-CoV-2 Sequences using a Commercial Cloud with a Spot Instance Based Dynamic Scheduler. Luan Teylo, Alan L. Nunes, Alba C. M. A. Melo, Cristina Boeres, Lúcia Maria de A. Drummond, Natália Florencio Martins |
| 2021 | Competition-Based Adaptive Caching for Out-of-core Graph Processing. Kihyeon Myung, Hwajung Kim, Yunjae Lee, Heon Young Yeom |
| 2021 | Compression of Time Evolutionary Image Data through Predictive Deep Neural Networks. Rupak Roy, Kento Sato, Subhadeep Bhattacharya, Xingang Fang, Yasumasa Joti, Takaki Hatsui, Toshiyuki Nishiyama Hiraki, Jian Guo, Weikuan Yu |
| 2021 | DLIO: A Data-Centric Benchmark for Scientific Deep Learning Applications. Hariharan Devarajan, Huihuo Zheng, Anthony Kougkas, Xian-He Sun, Venkatram Vishwanath |
| 2021 | DVQShare: An Analytics System for DNN-based Video Queries. Hao Fu, Shanjiang Tang, Ce Yu, Yusen Li, Jizhou Sun, Yanjie Liu |
| 2021 | Data-driven scheduling in serverless computing to reduce response time. Bartlomiej Przybylski, Pawel Zuk, Krzysztof Rzadca |
| 2021 | Deadline-aware Dynamic Resource Management in Serverless Computing Environments. Anupama Mampage, Shanika Karunasekera, Rajkumar Buyya |
| 2021 | Deep Reinforcement Learning for Collaborative Offloading in Heterogeneous Edge Networks. Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne |
| 2021 | Distribution of Updates to IoT Nodes in a Resource-Challenged Environment. Roberth Tollefsen, Issam Raïs, John Markus Bjørndalen, Phuong Hoai Ha, Otto J. Anshus |
| 2021 | ECO: Edge-Cloud Optimization of 5G applications. Kunal Rao, Giuseppe Coviello, Wang-Pin Hsiung, Srimat T. Chakradhar |
| 2021 | EFFECT: Energy-efficient Fog Computing Framework for Real-time Video Processing. Xiaojie Zhang, Amitangshu Pal, Saptarshi Debroy |
| 2021 | Edge (of the Earth) Replication: Optimizing Content Delivery in Large LEO Satellite Communication Networks. Tobias Pfandzelter, David Bermbach |
| 2021 | Edge4Emotion: An Edge Computing based Multi-source Emotion Recognition Platform for Human-Centric Software Engineering. Ben Cheng, Owen Wang, Di Shao, Chetan Arora, Thuong N. Hoang, Xiao Liu |
| 2021 | Efficient DLP-visor: An efficient hypervisor-based DLP. Michael Kiperberg, Guy Amit, Amir Yeshooroon, Nezer J. Zaidenberg |
| 2021 | Efficient MPI-based Communication for GPU-Accelerated Dask Applications. Aamir Shafi, Jahanzeb Maqbool Hashmi, Hari Subramoni, Dhabaleswar K. D. K. Panda |
| 2021 | Enhanced-XGB: An Online Service Resource Demand Forecasting Method for Colocation Data Centers. Chuming Xiao, Jiaming Huang, Weigang Wu, Ye Yin, Hongli Chang |
| 2021 | Experiences Building and Deploying Wireless Sensor Nodes for the Arctic Tundra. Michael J. Murphy, Øystein Tveito, Eivind Flittie Kleiven, Issam Raïs, Eeva M. Soininen, John Markus Bjørndalen, Otto J. Anshus |
| 2021 | FSSort: External Sort For Solid State Drives. Yubiao Chen, Jianzhong Li, Hong Gao |
| 2021 | FlashByte: Improving Memory Efficiency with Lightweight Native Storage. Junxian Zhao, Aidi Pi, Shaoqi Wang, Xiaobo Zhou |
| 2021 | Forecasting Operation Metrics for Virtualized Network Functions. Tommaso Cucinotta, Giacomo Lanciano, Antonio Ritacco, Fabio Brau, Filippo Galli, Vincenzo Iannino, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato |
| 2021 | From Things into Clouds - and back. Sebastian Alberternst, Alexander Anisimov, André Antakli, Benjamin Duppe, Hilko Hoffmann, Michael Meiser, Muhammad Muaz, Daniel Spieldenner, Ingo Zinnikus |
| 2021 | Fused DSConv: Optimizing Sparse CNN Inference for Execution on Edge Devices. Jia Guo, Radu Teodorescu, Gagan Agrawal |
| 2021 | Fuzzy-Engineered Multi-Cloud Resource Brokering for Data-intensive Applications. Ashish Pandey, Prasad Calyam, Zhen Lyu, Trupti Joshi |
| 2021 | High Performance Serverless Architecture for Deep Learning Workflows. Dheeraj Chahal, Manju Ramesh, Ravi Ojha, Rekha Singhal |
| 2021 | Hybrid Workflow Provisioning and Scheduling on Cooperative Edge Cloud Computing. Raed Alsurdeh, Rodrigo N. Calheiros, Kenan M. Matawie, Bahman Javadi |
| 2021 | IMITA: Imitation Learning for Generalizing Cloud Orchestration. Kamal Hakimzadeh, Patrick K. Nicholson, Diego Lugones, Amir Hossein Payberah |
| 2021 | IOTier: A Virtual Testbed to evaluate systems for IoT environments. Fotis Nikolaidis, Manolis Marazakis, Angelos Bilas |
| 2021 | Improving adaptive routing performance on large scale Megafly topology. Md Nahid Newaz, Md Atiqul Mollah, Peyman Faizian, Zhou Tong |
| 2021 | IoT Data Placement in the Fog infrastructure with mobile devices. Noura Ben Salah, Narjès Bellamine Ben Saoud |
| 2021 | IoTwins: Design and Implementation of a Platform for the Management of Digital Twins in Industrial Scenarios. Andrea Borghesi, Giuseppe Di Modica, Paolo Bellavista, Varun Gowtham, Alexander Willner, Daniel Nehls, Florian Kintzler, Stephan Cejka, Simone Rossi Tisbeni, Alessandro Costantini, Matteo Galletti, Marica Antonacci, Jean Christian Ahouangonou |
| 2021 | Joint Network Selection and Task Offloading in Mobile Edge Computing. Xin Qi, Hongli Xu, Zhenguo Ma, Suo Chen |
| 2021 | LIMOCE: Live Migration of Containers in the Edge. Rohit Das, Subhajit Sidhanta |
| 2021 | LR-GD-RNS: Enhanced Privacy-Preserving Logistic Regression Algorithms for Secure Deployment in Untrusted Environments. Jorge M. Cortés-Mendoza, Gleb I. Radchenko, Andrei Tchernykh, Bernardo Pulido-Gaytan, Mikhail G. Babenko, Arutyun Avetisyan, Pascal Bouvry, Albert Y. Zomaya |
| 2021 | Learning Early Exit for Deep Neural Network Inference on Mobile Devices through Multi-Armed Bandits. Weiyu Ju, Wei Bao, Dong Yuan, Liming Ge, Bing Bing Zhou |
| 2021 | Living on the Edge: Efficient Handling of Large Scale Sensor Data. Roman Karlstetter, Amir Raoofy, Martin Radev, Carsten Trinitis, Jakob Hermann, Martin Schulz |
| 2021 | MEAD: Model-Based Vertical Auto-Scaling for Data Stream Processing. Gabriele Russo Russo, Valeria Cardellini, Giuliano Casale, Francesco Lo Presti |
| 2021 | Machine Learning for Load Balancing in Cloud Datacenters. Rakshita Kaulgud Ramesh, Haoyu Wang, Haiying Shen, Zhiming Fan |
| 2021 | Mind the Gap: Generating Imputations for Satellite Data Collections at Myriad Spatiotemporal Scopes. Paahuni Khandelwal, Daniel Rammer, Shrideep Pallickara, Sangmi Lee Pallickara |
| 2021 | OCE-DNS: an innovative Osmotic Computing Enabled Domain Name System. Antonino Galletta, Christian Sicari, Antonio Celesti, Massimo Villari |
| 2021 | OpenDC 2.0: Convenient Modeling and Simulation of Emerging Technologies in Cloud Datacenters. Fabian Mastenbroek, Georgios Andreadis, Soufiane Jounaid, Wenchen Lai, Jacob Burley, Jaro Bosch, Erwin Van Eyk, Laurens Versluis, Vincent van Beek, Alexandru Iosup |
| 2021 | Partially Encrypted Multi-Party Computation for Federated Learning. Ekanut Sotthiwat, Liangli Zhen, Zengxiang Li, Chi Zhang |
| 2021 | Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference. Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu |
| 2021 | PriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN Inference. Ruiyuan Gao, Hailong Yang, Shaohan Huang, Ming Dun, Mingzhen Li, Zerong Luan, Zhongzhi Luan, Depei Qian |
| 2021 | Privacy-Aware and Context-Sensitive Access Control for Opportunistic Data Sharing. Juan Luis Herrera, Hsiao-Yuan Chen, Javier Berrocal, Juan Manuel Murillo, Christine Julien |
| 2021 | Profile-guided Frequency Scaling for Latency-Critical Search Workloads. Daniel Araújo de Medeiros, Denilson das Mercês Amorim, Vinicius Petrucci |
| 2021 | QoS aware FaaS platform. Sheshadri K. R, J. Lakshmi |
| 2021 | Quantum annealing for ICT system design automation. Takayuki Kuroda, Takuya Kuwahara, Kouki Yonaga, Takao Osaki, Masamichi J. Miyama, Masayuki Ohzeki |
| 2021 | RMACXX: An Efficient High-Level C++ Interface over MPI-3 RMA. Sayan Ghosh, Yanfei Guo, Pavan Balaji, Assefaw H. Gebremedhin |
| 2021 | Real-Time Scheduling in Drop Computing. Silvia-Elena Nistor, George-Mircea Grosu, Raluca-Maria Hampau, Radu-Ioan Ciobanu, Florin Pop, Ciprian Mihai Dobre, Pawel Szynkiewicz |
| 2021 | Resilient Stream Processing in Edge Computing. Jinlai Xu, Balaji Palanisamy, Qingyang Wang |
| 2021 | SAED: Edge-Based Intelligence for Privacy-Preserving Enterprise Search on the Cloud. Sakib M. Zobaed, Mohsen Amini Salehi, Rajkumar Buyya |
| 2021 | SNR: Network-aware Geo-Distributed Stream Analytics. Habib Mostafaei, Shafi Afridi, Jemal H. Abawajy |
| 2021 | Scheduling Containers Rather Than Functions for Function-as-a-Service. Dong Kyoung Kim, Hyun-Gul Roh |
| 2021 | Secure Asset Tracking in Manufacturing through Employing IOTA Distributed Ledger Technology. Svoronos Leivadaros, George Kornaros, Marcello Coppola |
| 2021 | Security aspects in blockchain-based scheduling in mobile multi-cloud computing. Andrzej Wilczynski, Joanna Kolodziej, Daniel Grzonka |
| 2021 | Security-aware job allocation in mobile cloud computing. Piotr Nawrocki, Jakub Pajor, Bartlomiej Sniezynski, Joanna Kolodziej |
| 2021 | SelfWatts: On-the-fly Selection of Performance Events to Optimize Software-defined Power Meters. Guillaume Fieni, Romain Rouvoy, Lionel Seinturier |
| 2021 | Shared-Memory Communication for Containerized Workflows. Tanner Hobson, Orcun Yildiz, Bogdan Nicolae, Jian Huang, Tom Peterka |
| 2021 | Smart Contract based Distributed IoT Security: A Protocol for Autonomous Device Management. John Wickström, Magnus Westerlund, Göran Pulkkis |
| 2021 | Software Defined Ambit of Data Integrity for the Internet of Things. Maryam Karimi, Prashant Krishnamurthy |
| 2021 | Straggler-Aware Parallel Graph Processing in Hybrid Memory Systems. Wei Liu, Haikun Liu, Xiaofei Liao, Hai Jin, Yu Zhang |
| 2021 | T-Rank: A Lightweight Spectrum based Fault Localization Approach for Microservice Systems. Zihao Ye, Pengfei Chen, Guangba Yu |
| 2021 | TiAcc: Triangle-inequality based Hardware Accelerator for K-means on FPGAs. Yuke Wang, Boyuan Feng, Gushu Li, Georgios Tzimpragos, Lei Deng, Yuan Xie, Yufei Ding |
| 2021 | Towards Straggler-Tolerant and Accuracy-Aware Distributed DNN Training in Clouds. Shingo Okuno, Masahiro Miwa, Naoto Fukumoto |
| 2021 | Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms. Ana Juan Ferrer, Sören Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao |
| 2021 | TreeNet: A Hierarchical Deep Learning Model to Facilitate Edge Intelligence for Resource-Constrained Devices. Dong Lu, Yanlong Zhai, Jianqing Wu, Jun Shen |
| 2021 | Trusted Ecosystem for IoT Service Provisioning Based on Brokering. Valeria Lukaj, Francesco Martella, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2021 | User-Centric Design and Evolvable Architecture for Science Gateways: A Case Study. Suresh Marru, Tanya Kuruvilla, Eroma Abeysinghe, Donald F. McMullen, Marlon E. Pierce, David Gene Morgan, Steven L. Tait, Roger W. Innes |
| 2021 | VRefine: Refining Massive Surveillance Videos for Efficient Store and Fast Analyzing. Chen Zhang, Qiang Cao, Jie Yao, Changsheng Xie |
| 2021 | VeerEdge: Towards an Edge-Centric IoT Gateway. Udhaya Kumar Dayalan, Rostand A. K. Fezeu, Nitin Varyani, Timothy J. Salo, Zhi-Li Zhang |
| 2021 | Virtual Device Model extending NGSI-LD for FaaS at the Edge. Francesco Martella, Giovanni Parrino, Giuseppe Ciulla, Roberto Di Bernardo, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2021 | WSGP: A Window-based Streaming Graph Partitioning Approach. Yunbo Li, Chuanyou Li, Anne-Cécile Orgerie, Philippe Raipin Parvédy |
| 2021 | ZSS Signature Based Data Integrity Verification for Mobile Edge Computing. Haiyan Wang, Jiawei Zhang, Yi Lin, Haiping Huang |