Abstract is missing.
- Living on the Edge: Efficient Handling of Large Scale Sensor DataRoman Karlstetter, Amir Raoofy, Martin Radev, Carsten Trinitis, Jakob Hermann, Martin Schulz 0001. 1-10 [doi]
- Learning Early Exit for Deep Neural Network Inference on Mobile Devices through Multi-Armed BanditsWeiyu Ju, Wei Bao, Dong Yuan, Liming Ge, Bing Bing Zhou. 11-20 [doi]
- IoT Data Placement in the Fog infrastructure with mobile devicesNoura Ben Salah, Narjès Bellamine-Ben Saoud. 21-30 [doi]
- Competition-Based Adaptive Caching for Out-of-core Graph ProcessingKihyeon Myung, Hwajung Kim, Yunjae Lee, Heon Young Yeom. 31-40 [doi]
- Compression of Time Evolutionary Image Data through Predictive Deep Neural NetworksRupak Roy, Kento Sato, Subhadeep Bhattacharya, Xingang Fang, Yasumasa Joti, Takaki Hatsui, Toshiyuki Nishiyama Hiraki, Jian Guo, Weikuan Yu. 41-50 [doi]
- Battle of the Defaults: Extracting Performance Characteristics of HDF5 under Production LoadBing Xie, Houjun Tang, Suren Byna, Jesse Hanley, Quincey Koziol, Tonglin Li, Sarp Oral. 51-60 [doi]
- FlashByte: Improving Memory Efficiency with Lightweight Native StorageJunxian Zhao, Aidi Pi, Shaoqi Wang, Xiaobo Zhou 0002. 61-70 [doi]
- FSSort: External Sort For Solid State DrivesYubiao Chen, Jianzhong Li 0001, Hong Gao. 71-80 [doi]
- DLIO: A Data-Centric Benchmark for Scientific Deep Learning ApplicationsHariharan Devarajan, Huihuo Zheng, Anthony Kougkas, Xian-He Sun, Venkatram Vishwanath. 81-91 [doi]
- Mind the Gap: Generating Imputations for Satellite Data Collections at Myriad Spatiotemporal ScopesPaahuni Khandelwal, Daniel Rammer, Shrideep Pallickara, Sangmi Lee Pallickara. 92-102 [doi]
- Co-Designing Multi-Level Checkpoint Restart for MPI ApplicationsKonstantinos Parasyris, Giorgis Georgakoudis, Leonardo Bautista-Gomez, Ignacio Laguna. 103-112 [doi]
- Adaptive and Hierarchical Large Message All-to-all Communication Algorithms for Large-scale Dense GPU SystemsKawthar Shafie Khorassani, Ching-Hsiang Chu, Quentin G. Anthony, Hari Subramoni, Dhabaleswar K. Panda 0001. 113-122 [doi]
- Shared-Memory Communication for Containerized WorkflowsTanner Hobson, Orcun Yildiz, Bogdan Nicolae, Jian Huang 0007, Tom Peterka. 123-132 [doi]
- TiAcc: Triangle-inequality based Hardware Accelerator for K-means on FPGAsYuke Wang, Boyuan Feng, Gushu Li, Georgios Tzimpragos, Lei Deng 0003, Yuan Xie 0001, Yufei Ding. 133-142 [doi]
- RMACXX: An Efficient High-Level C++ Interface over MPI-3 RMASayan Ghosh, Yanfei Guo, Pavan Balaji, Assefaw H. Gebremedhin. 143-155 [doi]
- Quantum annealing for ICT system design automationTakayuki Kuroda, Takuya Kuwahara, Kouki Yonaga, Takao Osaki, Masamichi J. Miyama, Masayuki Ohzeki. 156-165 [doi]
- DVQShare: An Analytics System for DNN-based Video QueriesHao Fu, Shanjiang Tang, Ce Yu, Yusen Li, Jizhou Sun, Yanjie Liu. 166-175 [doi]
- Perph: A Workload Co-location Agent with Online Performance Prediction and Resource InferenceJianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu. 176-185 [doi]
- Machine Learning for Load Balancing in Cloud DatacentersRakshita Kaulgud Ramesh, Haoyu Wang 0003, Haiying Shen, Zhiming Fan. 186-195 [doi]
- A Simulator for Intelligent Workload Managers in Heterogeneous ClustersAdrián Herrera, Mario Ibáñez, Esteban Stafford, José Luis Bosque. 196-205 [doi]
- Data-driven scheduling in serverless computing to reduce response timeBartlomiej Przybylski, Pawel Zuk, Krzysztof Rzadca. 206-216 [doi]
- Straggler-Aware Parallel Graph Processing in Hybrid Memory SystemsWei Liu, Haikun Liu, Xiaofei Liao, Hai Jin 0001, Yu Zhang. 217-226 [doi]
- CASH: A Credit Aware Scheduling for Public Cloud PlatformsAakash Sharma, Saravanan Dhakshinamurthy, George Kesidis, Chita R. Das. 227-236 [doi]
- IMITA: Imitation Learning for Generalizing Cloud OrchestrationKamal Hakimzadehy, Patrick K. Nicholsonz, Diego Lugonesz, Amir H. Payberahy. 237-246 [doi]
- Comparing SARS-CoV-2 Sequences using a Commercial Cloud with a Spot Instance Based Dynamic SchedulerLuan Teylo, Alan L. Nunes, Alba C. M. A. Melo, Cristina Boeres, Lúcia Maria de A. Drummond, Natalia F. Martins. 247-256 [doi]
- Fuzzy-Engineered Multi-Cloud Resource Brokering for Data-intensive ApplicationsAshish Pandey, Prasad Calyam, Zhen Lyu, Trupti Joshi. 257-266 [doi]
- User-Centric Design and Evolvable Architecture for Science Gateways: A Case StudySuresh Marru, Tanya Kuruvilla, Eroma Abeysinghe, Donald F. McMullen, Marlon E. Pierce, David Gene Morgan, Steven L. Tait, Roger W. Innes. 267-276 [doi]
- Efficient MPI-based Communication for GPU-Accelerated Dask ApplicationsAamir Shafi, Jahanzeb Maqbool Hashmi, Hari Subramoni, Dhabaleswar K. D. K. Panda. 277-286 [doi]
- Characterizing Input-sensitivity in Tightly-Coupled Collaborative Graph AlgorithmsJacob M. Hope, Mikel Gjergji, Johana Di Girolamo, Marco A. Alvarez, Apan Qasem. 287-296 [doi]
- Deep Reinforcement Learning for Collaborative Offloading in Heterogeneous Edge NetworksDinh C. Nguyen, Pubudu N. Pathirana, Ming Ding 0001, Aruna Seneviratne. 297-303 [doi]
- Profile-guided Frequency Scaling for Latency-Critical Search WorkloadsDaniel Araújo de Medeiros, Denilson das Mercês Amorim, Vinicius Petrucci. 304-313 [doi]
- MEAD: Model-Based Vertical Auto-Scaling for Data Stream ProcessingGabriele Russo Russo, Valeria Cardellini, Giuliano Casale, Francesco Lo Presti. 314-323 [doi]
- SelfWatts: On-the-fly Selection of Performance Events to Optimize Software-defined Power MetersGuillaume Fieni, Romain Rouvoy, Lionel Seinturier. 324-333 [doi]
- PriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN InferenceRuiyuan Gao, Hailong Yang, Shaohan Huang, Ming Dun, Mingzhen Li, Zerong Luan, Zhongzhi Luan, Depei Qian. 334-343 [doi]
- Efficient DLP-visor: An efficient hypervisor-based DLPMichael Kiperberg, Guy Amit, Amir Yeshooroon, Nezer J. Zaidenberg. 344-355 [doi]
- ZSS Signature Based Data Integrity Verification for Mobile Edge ComputingHaiyan Wang, Jiawei Zhang, Yi Lin, Haiping Huang. 356-365 [doi]
- SAED: Edge-Based Intelligence for Privacy-Preserving Enterprise Search on the CloudSakib M. Zobaed, Mohsen Amini Salehi, Rajkumar Buyya. 366-375 [doi]
- Experiences Building and Deploying Wireless Sensor Nodes for the Arctic TundraMichael J. Murphy, Øystein Tveito, Eivind Flittie Kleiven, Issam Raïs, Eeva M. Soininen, John Markus Bjørndalen, Otto J. Anshus. 376-385 [doi]
- VRefine: Refining Massive Surveillance Videos for Efficient Store and Fast AnalyzingChen Zhang, Qiang Cao, Jie Yao, Changsheng Xie. 386-395 [doi]
- An Allreduce Algorithm and Network Co-design for Large-Scale Training of Distributed Deep LearningTruong Thao Nguyen, Mohamed Wahib. 396-405 [doi]
- Improving adaptive routing performance on large scale Megafly topologyMd Nahid Newaz, Md Atiqul Mollah, Peyman Faizian, Zhou Tong. 406-416 [doi]
- T-Rank: A Lightweight Spectrum based Fault Localization Approach for Microservice SystemsZihao Ye, Pengfei Chen, Guangba Yu. 416-425 [doi]
- CaDRoP: Cost Optimized Convergent Causal Consistency in Social Network SystemsTa Yuan Hsu, Ajay D. Kshemkalyani. 426-435 [doi]
- Enhanced-XGB: An Online Service Resource Demand Forecasting Method for Colocation Data CentersChuming Xiao, Jiaming Huang, Weigang Wu, Ye Yin, Hongli Chang. 436-444 [doi]
- Hybrid Workflow Provisioning and Scheduling on Cooperative Edge Cloud ComputingRaed Alsurdeh, Rodrigo N. Calheiros, Kenan M. Matawie, Bahman Javadi. 445-454 [doi]
- OpenDC 2.0: Convenient Modeling and Simulation of Emerging Technologies in Cloud DatacentersFabian Mastenbroek, Georgios Andreadis, Soufiane Jounaid, Wenchen Lai, Jacob Burley, Jaro Bosch, Erwin Van Eyk, Laurens Versluis, Vincent van Beek, Alexandru Iosup. 455-464 [doi]
- Scheduling Containers Rather Than Functions for Function-as-a-ServiceDong Kyoung Kim, Hyun-Gul Roh. 465-474 [doi]
- Joint Network Selection and Task Offloading in Mobile Edge ComputingXin Qi, Hongli Xu, Zhenguo Ma, Suo Chen. 475-482 [doi]
- Deadline-aware Dynamic Resource Management in Serverless Computing EnvironmentsAnupama Mampage, Shanika Karunasekera, Rajkumar Buyya. 483-492 [doi]
- EFFECT: Energy-efficient Fog Computing Framework for Real-time Video ProcessingXiaojie Zhang, Amitangshu Pal, Saptarshi Debroy. 493-503 [doi]
- Resilient Stream Processing in Edge ComputingJinlai Xu, Balaji Palanisamy, Qingyang Wang. 504-513 [doi]
- A Two-Sided Matching Model for Data Stream Processing in the Cloud - Fog ContinuumNarges Mehran, Dragi Kimovski, Radu Prodan. 514-524 [doi]
- TreeNet: A Hierarchical Deep Learning Model to Facilitate Edge Intelligence for Resource-Constrained DevicesDong Lu, Yanlong Zhai, Jianqing Wu, Jun Shen 0001. 525-534 [doi]
- Automating Conflict Detection and Mitigation in Large-Scale IoT SystemsPavana Pradeep, Amitangshu Pal, Krishna Kant 0001. 535-544 [doi]
- Fused DSConv: Optimizing Sparse CNN Inference for Execution on Edge DevicesJia Guo, Radu Teodorescu, Gagan Agrawal. 545-554 [doi]
- AI-oriented Workload Allocation for Cloud-Edge ComputingTianshu Hao, Jianfeng Zhan, Kai Hwang 0001, Wanling Gao, Xu Wen. 555-564 [doi]
- Edge (of the Earth) Replication: Optimizing Content Delivery in Large LEO Satellite Communication NetworksTobias Pfandzelter, David Bermbach. 565-575 [doi]
- A Holistic System Software Integration of Disaggregated Memory for Next-Generation Cloud InfrastructuresPanos K. Koutsovasilis, Michele Gazzetti, Christian Pinto. 576-585 [doi]
- WSGP: A Window-based Streaming Graph Partitioning ApproachYunbo Li, Chuanyou Li, Anne-Cécile Orgerie, Philippe Raipin Parvédy. 586-595 [doi]
- Forecasting Operation Metrics for Virtualized Network FunctionsTommaso Cucinotta, Giacomo Lanciano, Antonio Ritacco, Fabio Brau, Filippo Galli, Vincenzo Iannino, Marco Vannucci, Antonino Artale, João Barata, Enrica Sposato. 596-605 [doi]
- LIMOCE: Live Migration of Containers in the EdgeRohit Das, Subhajit Sidhanta. 606-609 [doi]
- Edge4Emotion: An Edge Computing based Multi-source Emotion Recognition Platform for Human-Centric Software EngineeringBen Cheng, Owen Wang, Di Shao, Chetan Arora 0002, Thuong Hoang, Xiao Liu. 610-613 [doi]
- Towards Straggler-Tolerant and Accuracy-Aware Distributed DNN Training in CloudsShingo Okuno, Masahiro Miwa, Naoto Fukumoto. 614-617 [doi]
- AMAS: Adaptive Auto-Scaling on the EdgeSaptarshi Mukherjee, Subhajit Sidhanta. 618-621 [doi]
- A Blockchain-aided Self-Sovereign Identity Framework for Edge-based UAV Delivery SystemChengzu Dong, Frank Jiang 0002, Xuejun Li, Aiting Yao, Gang Li, Xiao Liu. 622-624 [doi]
- IoTwins: Design and Implementation of a Platform for the Management of Digital Twins in Industrial ScenariosAndrea 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. 625-633 [doi]
- Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed SwarmsAna Juan Ferrer, Sören Becker, Florian Schmidt 0006, Lauritz Thamsen, Odej Kao. 634-641 [doi]
- OCE-DNS: an innovative Osmotic Computing Enabled Domain Name SystemAntonino Galletta, Christian Sicari, Antonio Celesti, Massimo Villari. 642-648 [doi]
- ECO: Edge-Cloud Optimization of 5G applicationsKunal Rao, Giuseppe Coviello, Wang-Pin Hsiung, Srimat T. Chakradhar. 649-659 [doi]
- Virtual Device Model extending NGSI-LD for FaaS at the EdgeFrancesco Martella, Giovanni Parrino, Giuseppe Ciulla, Roberto Di Bernardo, Antonio Celesti, Maria Fazio, Massimo Villari. 660-667 [doi]
- From Things into Clouds - and backSebastian Alberternst, Alexander Anisimov, André Antakli, Benjamin Duppe, Hilko Hoffmann, Michael Meiser, Muhammad Muaz, Daniel Spieldenner, Ingo Zinnikus. 668-675 [doi]
- IOTier: A Virtual Testbed to evaluate systems for IoT environmentsFotis Nikolaidis, Manolis Marazakis, Angelos Bilas. 676-683 [doi]
- Distribution of Updates to IoT Nodes in a Resource-Challenged EnvironmentRoberth Tollefsen, Issam Raïs, John Markus Bjørndalen, Phuong Hoai Ha, Otto J. Anshus. 684-689 [doi]
- VeerEdge: Towards an Edge-Centric IoT GatewayUdhaya Kumar Dayalan, Rostand A. K. Fezeu, Nitin Varyani, Timothy J. Salo, Zhi-Li Zhang. 690-695 [doi]
- Security aspects in blockchain-based scheduling in mobile multi-cloud computingAndrzej Wilczynski, Joanna Kolodziej, Daniel Grzonka. 696-703 [doi]
- Benchmarking Serverless Workloads on KubernetesHima Govind, Horacio González-Vélez. 704-712 [doi]
- Security-aware job allocation in mobile cloud computingPiotr Nawrocki, Jakub Pajor, Bartlomiej Sniezynski, Joanna Kolodziej. 713-719 [doi]
- Real-Time Scheduling in Drop ComputingSilvia-Elena Nistor, George-Mircea Grosu, Raluca-Maria Hampau, Radu-Ioan Ciobanu, Florin Pop, Ciprian Mihai Dobre, Pawel Szynkiewicz. 720-727 [doi]
- Autoencoder-based IDS for cloud and mobile devicesKamil Faber, Lukasz Faber, Bartlomiej Sniezynski. 728-736 [doi]
- Software Defined Ambit of Data Integrity for the Internet of ThingsMaryam Karimi, Prashant Krishnamurthy. 737-745 [doi]
- Trusted Ecosystem for IoT Service Provisioning Based on BrokeringValeria Lukaj, Francesco Martella, Maria Fazio, Antonio Celesti, Massimo Villari. 746-753 [doi]
- Secure Asset Tracking in Manufacturing through Employing IOTA Distributed Ledger TechnologySvoronos Leivadaros, George Kornaros, Marcello Coppola. 754-761 [doi]
- Privacy-Aware and Context-Sensitive Access Control for Opportunistic Data SharingJuan Luis Herrera, Hsiao-Yuan Chen, Javier Berrocal, Juan Manuel Murillo, Christine Julien 0001. 762-769 [doi]
- LR-GD-RNS: Enhanced Privacy-Preserving Logistic Regression Algorithms for Secure Deployment in Untrusted EnvironmentsJorge M. Cortés-Mendoza, Gleb I. Radchenko, Andrei Tchernykh, Bernardo Pulido-Gaytan, Mikhail G. Babenko, Arutyun Avetisyan, Pascal Bouvry, Albert Y. Zomaya. 770-775 [doi]
- Smart Contract based Distributed IoT Security: A Protocol for Autonomous Device ManagementJohn Wickström, Magnus Westerlund, Göran Pulkkis. 776-781 [doi]
- Algorithms for scheduling scientific workflows on serverless architectureMarcin Majewski, Maciej Pawlik, Maciej Malawski. 782-789 [doi]
- High Performance Serverless Architecture for Deep Learning WorkflowsDheeraj Chahal, Manju Ramesh, Ravi Ojha, Rekha Singhal. 790-796 [doi]
- A Reinforcement Learning Approach to Reduce Serverless Function Cold Start FrequencySiddharth Agarwal, Maria Alejandra Rodriguez, Rajkumar Buyya. 797-803 [doi]
- AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless EnvironmentsLucia Schuler, Somaya Jamil, Niklas Kühl. 804-811 [doi]
- QoS aware FaaS platformSheshadri K. R, J. Lakshmi. 812-819 [doi]
- SNR: Network-aware Geo-Distributed Stream AnalyticsHabib Mostafaei, Shafi Afridi, Jemal H. Abawajy. 820-827 [doi]
- Partially Encrypted Multi-Party Computation for Federated LearningEkanut Sotthiwat, Liangli Zhen, Zengxiang Li, Chi Zhang. 828-835 [doi]