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ORCID21st CCGRID 2021: Melbourne, Australia
- Laurent Lefèvre, Stacy Patterson, Young Choon Lee, Haiying Shen, Shashikant Ilager, Mohammad Goudarzi, Adel Nadjaran Toosi, Rajkumar Buyya:
21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021, Melbourne, Australia, May 10-13, 2021. IEEE 2021, ISBN 978-1-7281-9586-5 - Roman Karlstetter
, Amir Raoofy, Martin Radev, Carsten Trinitis, Jakob Hermann, Martin Schulz:
Living on the Edge: Efficient Handling of Large Scale Sensor Data. 1-10 - Weiyu Ju, Wei Bao, Dong Yuan, Liming Ge, Bing Bing Zhou:
Learning Early Exit for Deep Neural Network Inference on Mobile Devices through Multi-Armed Bandits. 11-20 - Noura Ben Salah, Narjès Bellamine Ben Saoud:
IoT Data Placement in the Fog infrastructure with mobile devices. 21-30 - Kihyeon Myung, Hwajung Kim, Yunjae Lee, Heon Young Yeom:
Competition-Based Adaptive Caching for Out-of-core Graph Processing. 31-40 - Rupak Roy, Kento Sato, Subhadeep Bhattacharya, Xingang Fang, Yasumasa Joti, Takaki Hatsui, Toshiyuki Nishiyama Hiraki, Jian Guo, Weikuan Yu:
Compression of Time Evolutionary Image Data through Predictive Deep Neural Networks. 41-50 - Bing Xie, Houjun Tang, Suren Byna, Jesse Hanley, Quincey Koziol, Tonglin Li, Sarp Oral:
Battle of the Defaults: Extracting Performance Characteristics of HDF5 under Production Load. 51-60 - Junxian Zhao, Aidi Pi, Shaoqi Wang, Xiaobo Zhou:
FlashByte: Improving Memory Efficiency with Lightweight Native Storage. 61-70 - Yubiao Chen, Jianzhong Li, Hong Gao:
FSSort: External Sort For Solid State Drives. 71-80 - Hariharan Devarajan, Huihuo Zheng, Anthony Kougkas, Xian-He Sun, Venkatram Vishwanath:
DLIO: A Data-Centric Benchmark for Scientific Deep Learning Applications. 81-91 - Paahuni Khandelwal, Daniel Rammer, Shrideep Pallickara, Sangmi Lee Pallickara:
Mind the Gap: Generating Imputations for Satellite Data Collections at Myriad Spatiotemporal Scopes. 92-102 - Konstantinos Parasyris, Giorgis Georgakoudis, Leonardo Bautista-Gomez, Ignacio Laguna:
Co-Designing Multi-Level Checkpoint Restart for MPI Applications. 103-112 - Kawthar Shafie Khorassani, Ching-Hsiang Chu, Quentin G. Anthony, Hari Subramoni, Dhabaleswar K. Panda:
Adaptive and Hierarchical Large Message All-to-all Communication Algorithms for Large-scale Dense GPU Systems. 113-122 - Tanner Hobson, Orcun Yildiz, Bogdan Nicolae, Jian Huang, Tom Peterka:
Shared-Memory Communication for Containerized Workflows. 123-132 - Yuke Wang, Boyuan Feng, Gushu Li, Georgios Tzimpragos, Lei Deng, Yuan Xie, Yufei Ding:
TiAcc: Triangle-inequality based Hardware Accelerator for K-means on FPGAs. 133-142 - Sayan Ghosh, Yanfei Guo, Pavan Balaji, Assefaw H. Gebremedhin:
RMACXX: An Efficient High-Level C++ Interface over MPI-3 RMA. 143-155 - Takayuki Kuroda, Takuya Kuwahara, Kouki Yonaga, Takao Osaki, Masamichi J. Miyama, Masayuki Ohzeki:
Quantum annealing for ICT system design automation. 156-165 - Hao Fu, Shanjiang Tang, Ce Yu, Yusen Li, Jizhou Sun, Yanjie Liu:
DVQShare: An Analytics System for DNN-based Video Queries. 166-175 - Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu:
Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference. 176-185 - Rakshita Kaulgud Ramesh, Haoyu Wang, Haiying Shen, Zhiming Fan:
Machine Learning for Load Balancing in Cloud Datacenters. 186-195 - Adrián Herrera, Mario Ibáñez, Esteban Stafford, José Luis Bosque:
A Simulator for Intelligent Workload Managers in Heterogeneous Clusters. 196-205 - Bartlomiej Przybylski, Pawel Zuk, Krzysztof Rzadca:
Data-driven scheduling in serverless computing to reduce response time. 206-216 - Wei Liu, Haikun Liu, Xiaofei Liao, Hai Jin, Yu Zhang:
Straggler-Aware Parallel Graph Processing in Hybrid Memory Systems. 217-226 - Aakash Sharma, Saravanan Dhakshinamurthy, George Kesidis, Chita R. Das:
CASH: A Credit Aware Scheduling for Public Cloud Platforms. 227-236 - Kamal Hakimzadeh, Patrick K. Nicholson, Diego Lugones, Amir Hossein Payberah:
IMITA: Imitation Learning for Generalizing Cloud Orchestration. 237-246 - Luan Teylo, Alan L. Nunes, Alba C. M. A. Melo, Cristina Boeres, Lúcia Maria de A. Drummond, Natália Florencio Martins:
Comparing SARS-CoV-2 Sequences using a Commercial Cloud with a Spot Instance Based Dynamic Scheduler. 247-256 - Ashish Pandey, Prasad Calyam, Zhen Lyu, Trupti Joshi:
Fuzzy-Engineered Multi-Cloud Resource Brokering for Data-intensive Applications. 257-266 - Suresh Marru, Tanya Kuruvilla, Eroma Abeysinghe, Donald F. McMullen, Marlon E. Pierce, David Gene Morgan, Steven L. Tait, Roger W. Innes:
User-Centric Design and Evolvable Architecture for Science Gateways: A Case Study. 267-276 - Aamir Shafi, Jahanzeb Maqbool Hashmi, Hari Subramoni, Dhabaleswar K. D. K. Panda:
Efficient MPI-based Communication for GPU-Accelerated Dask Applications. 277-286 - Jacob M. Hope, Mikel Gjergji, Johana Di Girolamo, Marco A. Alvarez, Apan Qasem:
Characterizing Input-sensitivity in Tightly-Coupled Collaborative Graph Algorithms. 287-296 - Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne:
Deep Reinforcement Learning for Collaborative Offloading in Heterogeneous Edge Networks. 297-303 - Daniel Araújo de Medeiros, Denilson das Mercês Amorim, Vinicius Petrucci:
Profile-guided Frequency Scaling for Latency-Critical Search Workloads. 304-313 - Gabriele Russo Russo, Valeria Cardellini, Giuliano Casale, Francesco Lo Presti:
MEAD: Model-Based Vertical Auto-Scaling for Data Stream Processing. 314-323 - Guillaume Fieni, Romain Rouvoy, Lionel Seinturier:
SelfWatts: On-the-fly Selection of Performance Events to Optimize Software-defined Power Meters. 324-333 - Ruiyuan Gao, Hailong Yang, Shaohan Huang, Ming Dun, Mingzhen Li, Zerong Luan, Zhongzhi Luan, Depei Qian:
PriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN Inference. 334-343 - Michael Kiperberg, Guy Amit, Amir Yeshooroon, Nezer J. Zaidenberg:
Efficient DLP-visor: An efficient hypervisor-based DLP. 344-355 - Haiyan Wang, Jiawei Zhang, Yi Lin, Haiping Huang:
ZSS Signature Based Data Integrity Verification for Mobile Edge Computing. 356-365 - Sakib M. Zobaed, Mohsen Amini Salehi, Rajkumar Buyya:
SAED: Edge-Based Intelligence for Privacy-Preserving Enterprise Search on the Cloud. 366-375 - Michael J. Murphy, Øystein Tveito, Eivind Flittie Kleiven, Issam Raïs, Eeva M. Soininen, John Markus Bjørndalen, Otto J. Anshus:
Experiences Building and Deploying Wireless Sensor Nodes for the Arctic Tundra. 376-385 - Chen Zhang, Qiang Cao, Jie Yao, Changsheng Xie:
VRefine: Refining Massive Surveillance Videos for Efficient Store and Fast Analyzing. 386-395 - Truong Thao Nguyen, Mohamed Wahib:
An Allreduce Algorithm and Network Co-design for Large-Scale Training of Distributed Deep Learning. 396-405 - Md Nahid Newaz, Md Atiqul Mollah, Peyman Faizian, Zhou Tong:
Improving adaptive routing performance on large scale Megafly topology. 406-416 - Zihao Ye, Pengfei Chen, Guangba Yu:
T-Rank: A Lightweight Spectrum based Fault Localization Approach for Microservice Systems. 416-425 - Ta-Yuan Hsu, Ajay D. Kshemkalyani:
CaDRoP: Cost Optimized Convergent Causal Consistency in Social Network Systems. 426-435 - Chuming Xiao, Jiaming Huang, Weigang Wu, Ye Yin, Hongli Chang:
Enhanced-XGB: An Online Service Resource Demand Forecasting Method for Colocation Data Centers. 436-444 - Raed Alsurdeh, Rodrigo N. Calheiros, Kenan M. Matawie, Bahman Javadi:
Hybrid Workflow Provisioning and Scheduling on Cooperative Edge Cloud Computing. 445-454 - Fabian Mastenbroek, Georgios Andreadis, Soufiane Jounaid, Wenchen Lai, Jacob Burley, Jaro Bosch, Erwin Van Eyk, Laurens Versluis, Vincent van Beek, Alexandru Iosup:
OpenDC 2.0: Convenient Modeling and Simulation of Emerging Technologies in Cloud Datacenters. 455-464 - Dong Kyoung Kim, Hyun-Gul Roh:
Scheduling Containers Rather Than Functions for Function-as-a-Service. 465-474 - Xin Qi, Hongli Xu, Zhenguo Ma, Suo Chen:
Joint Network Selection and Task Offloading in Mobile Edge Computing. 475-482 - Anupama Mampage, Shanika Karunasekera, Rajkumar Buyya:
Deadline-aware Dynamic Resource Management in Serverless Computing Environments. 483-492 - Xiaojie Zhang, Amitangshu Pal, Saptarshi Debroy:
EFFECT: Energy-efficient Fog Computing Framework for Real-time Video Processing. 493-503 - Jinlai Xu, Balaji Palanisamy, Qingyang Wang:
Resilient Stream Processing in Edge Computing. 504-513 - Narges Mehran, Dragi Kimovski, Radu Prodan:
A Two-Sided Matching Model for Data Stream Processing in the Cloud - Fog Continuum. 514-524 - Dong Lu, Yanlong Zhai, Jianqing Wu, Jun Shen:
TreeNet: A Hierarchical Deep Learning Model to Facilitate Edge Intelligence for Resource-Constrained Devices. 525-534 - Pavana Pradeep, Amitangshu Pal, Krishna Kant:
Automating Conflict Detection and Mitigation in Large-Scale IoT Systems. 535-544 - Jia Guo, Radu Teodorescu, Gagan Agrawal:
Fused DSConv: Optimizing Sparse CNN Inference for Execution on Edge Devices. 545-554 - Tianshu Hao, Jianfeng Zhan, Kai Hwang, Wanling Gao, Xu Wen:
AI-oriented Workload Allocation for Cloud-Edge Computing. 555-564 - Tobias Pfandzelter, David Bermbach:
Edge (of the Earth) Replication: Optimizing Content Delivery in Large LEO Satellite Communication Networks. 565-575 - Panos K. Koutsovasilis, Michele Gazzetti, Christian Pinto:
A Holistic System Software Integration of Disaggregated Memory for Next-Generation Cloud Infrastructures. 576-585 - Yunbo Li, Chuanyou Li, Anne-Cécile Orgerie, Philippe Raipin Parvédy:
WSGP: A Window-based Streaming Graph Partitioning Approach. 586-595 - Tommaso Cucinotta, Giacomo Lanciano, Antonio Ritacco, Fabio Brau, Filippo Galli, Vincenzo Iannino, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato:
Forecasting Operation Metrics for Virtualized Network Functions. 596-605 - Rohit Das, Subhajit Sidhanta:
LIMOCE: Live Migration of Containers in the Edge. 606-609 - Ben Cheng, Owen Wang, Di Shao, Chetan Arora, Thuong N. Hoang, Xiao Liu:
Edge4Emotion: An Edge Computing based Multi-source Emotion Recognition Platform for Human-Centric Software Engineering. 610-613 - Shingo Okuno, Masahiro Miwa, Naoto Fukumoto:
Towards Straggler-Tolerant and Accuracy-Aware Distributed DNN Training in Clouds. 614-617 - Saptarshi Mukherjee, Subhajit Sidhanta:
AMAS: Adaptive Auto-Scaling on the Edge. 618-621 - Chengzu Dong, Frank Jiang, Xuejun Li, Aiting Yao, Gang Li, Xiao Liu:
A Blockchain-aided Self-Sovereign Identity Framework for Edge-based UAV Delivery System. 622-624 - 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:
IoTwins: Design and Implementation of a Platform for the Management of Digital Twins in Industrial Scenarios. 625-633 - Ana Juan Ferrer, Sören Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao:
Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms. 634-641 - Antonino Galletta, Christian Sicari, Antonio Celesti, Massimo Villari:
OCE-DNS: an innovative Osmotic Computing Enabled Domain Name System. 642-648 - Kunal Rao, Giuseppe Coviello, Wang-Pin Hsiung, Srimat T. Chakradhar:
ECO: Edge-Cloud Optimization of 5G applications. 649-659 - Francesco Martella, Giovanni Parrino, Giuseppe Ciulla, Roberto Di Bernardo, Antonio Celesti, Maria Fazio, Massimo Villari:
Virtual Device Model extending NGSI-LD for FaaS at the Edge. 660-667 - Sebastian Alberternst, Alexander Anisimov, André Antakli, Benjamin Duppe, Hilko Hoffmann, Michael Meiser, Muhammad Muaz, Daniel Spieldenner, Ingo Zinnikus:
From Things into Clouds - and back. 668-675 - Fotis Nikolaidis, Manolis Marazakis, Angelos Bilas:
IOTier: A Virtual Testbed to evaluate systems for IoT environments. 676-683 - Roberth Tollefsen, Issam Raïs, John Markus Bjørndalen, Phuong Hoai Ha, Otto J. Anshus:
Distribution of Updates to IoT Nodes in a Resource-Challenged Environment. 684-689 - Udhaya Kumar Dayalan, Rostand A. K. Fezeu, Nitin Varyani, Timothy J. Salo, Zhi-Li Zhang:
VeerEdge: Towards an Edge-Centric IoT Gateway. 690-695 - Andrzej Wilczynski, Joanna Kolodziej, Daniel Grzonka:
Security aspects in blockchain-based scheduling in mobile multi-cloud computing. 696-703 - Hima Govind, Horacio González-Vélez:
Benchmarking Serverless Workloads on Kubernetes. 704-712 - Piotr Nawrocki, Jakub Pajor, Bartlomiej Sniezynski, Joanna Kolodziej:
Security-aware job allocation in mobile cloud computing. 713-719 - Silvia-Elena Nistor, George-Mircea Grosu, Raluca-Maria Hampau, Radu-Ioan Ciobanu, Florin Pop, Ciprian Mihai Dobre, Pawel Szynkiewicz:
Real-Time Scheduling in Drop Computing. 720-727 - Kamil Faber, Lukasz Faber, Bartlomiej Sniezynski:
Autoencoder-based IDS for cloud and mobile devices. 728-736 - Maryam Karimi, Prashant Krishnamurthy:
Software Defined Ambit of Data Integrity for the Internet of Things. 737-745 - Valeria Lukaj, Francesco Martella, Maria Fazio, Antonio Celesti, Massimo Villari:
Trusted Ecosystem for IoT Service Provisioning Based on Brokering. 746-753 - Svoronos Leivadaros, George Kornaros, Marcello Coppola:
Secure Asset Tracking in Manufacturing through Employing IOTA Distributed Ledger Technology. 754-761 - Juan Luis Herrera, Hsiao-Yuan Chen, Javier Berrocal, Juan Manuel Murillo, Christine Julien:
Privacy-Aware and Context-Sensitive Access Control for Opportunistic Data Sharing. 762-769 - Jorge M. Cortés-Mendoza, Gleb I. Radchenko, Andrei Tchernykh, Bernardo Pulido-Gaytan, Mikhail G. Babenko, Arutyun Avetisyan, Pascal Bouvry, Albert Y. Zomaya:
LR-GD-RNS: Enhanced Privacy-Preserving Logistic Regression Algorithms for Secure Deployment in Untrusted Environments. 770-775 - John Wickström, Magnus Westerlund, Göran Pulkkis:
Smart Contract based Distributed IoT Security: A Protocol for Autonomous Device Management. 776-781 - Marcin Majewski, Maciej Pawlik, Maciej Malawski:
Algorithms for scheduling scientific workflows on serverless architecture. 782-789 - Dheeraj Chahal, Manju Ramesh, Ravi Ojha, Rekha Singhal:
High Performance Serverless Architecture for Deep Learning Workflows. 790-796 - Siddharth Agarwal, Maria Alejandra Rodriguez, Rajkumar Buyya:
A Reinforcement Learning Approach to Reduce Serverless Function Cold Start Frequency. 797-803 - Lucia Schuler, Somaya Jamil, Niklas Kühl:
AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments. 804-811 - Sheshadri K. R, J. Lakshmi:
QoS aware FaaS platform. 812-819 - Habib Mostafaei, Shafi Afridi, Jemal H. Abawajy:
SNR: Network-aware Geo-Distributed Stream Analytics. 820-827 - Ekanut Sotthiwat, Liangli Zhen, Zengxiang Li, Chi Zhang:
Partially Encrypted Multi-Party Computation for Federated Learning. 828-835
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