Table of Contents

• Human-centric Software Engineering for Next Generation Cloud- and Edge-based Smart Living ApplicationsJohn C. Grundy. 1-10 [doi]
• A Pattern-Based API for Mapping Applications to a Hierarchy of Multi-Core DevicesJia Guo, Radu Teodorescu, Gagan Agrawal. 11-20 [doi]
• Reliability Management for Blockchain-Based Decentralized Multi-CloudAtakan Aral, Rafael Brundo Uriarte, Anthony Simonet-Boulogne, Ivona Brandic. 21-30 [doi]
• Co-Utile Peer-to-Peer Decentralized ComputingJosep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez 0001, Najeeb Jebreel. 31-40 [doi]
• Performance Optimization for Edge-Cloud Serverless Platforms via Dynamic Task PlacementAnirban Das, Shigeru Imai, Stacy Patterson, Mike P. Wittie. 41-50 [doi]
• NFV Placement in Resource-Scarce Edge NodesYaron Fairstein, Dor Harris, Joseph Naor, Danny Raz. 51-60 [doi]
• NAMB: A Quick and Flexible Stream Processing Application Prototype GeneratorAlessio Pagliari, Fabrice Huet, Guillaume Urvoy-Keller. 61-70 [doi]
• Merge, Split, and Cluster: Dynamic Deployment of Stream Processing ApplicationsAymen Jlassi, Cédric Tedeschi. 71-80 [doi]
• Robustness-oriented k Edge Server PlacementGuangming Cui, Qiang He 0001, Xiaoyu Xia, Feifei Chen, Hai Jin 0001, Yun Yang 0001. 81-90 [doi]
• REDEMON: Resilient Decentralized Monitoring System for Edge InfrastructuresRoger Pueyo Centelles, Mennan Selimi, Felix Freitag, Leandro Navarro. 91-100 [doi]
• Design and Characterization of InfiniBand Hardware Tag Matching in MPIMohammadreza Bayatpour, Seyedeh Mahdieh Ghazimirsaeed, Shulei Xu, Hari Subramoni, Dhabaleswar K. Panda. 101-110 [doi]
• Characterizing Accuracy-Aware Resilience of GPGPU ApplicationsBin Nie, Adwait Jog, Evgenia Smirni. 111-120 [doi]
• Multi-site Connectivity for Edge Infrastructures : DIMINET: DIstributed Module for Inter-site NETworkingDavid Espinel Sarmiento, Adrien Lebre, Lucas Nussbaum, Abdelhadi Chari. 121-130 [doi]
• Multiverse: Dynamic VM Provisioning for Virtualized High Performance Computing ClustersJashwant Raj Gunasekaran, Michael Cui, Prashanth Thinakaran, Josh Simons, Mahmut T. Kandemir, Chita R. Das. 131-141 [doi]
• BBOS: Efficient HPC Storage Management via Burst Buffer Over-SubscriptionHanul Sung, Jiwoo Bang, Chungyong Kim, Hyung-Sin Kim, Alexander Sim, Glenn K. Lockwood, Hyeonsang Eom. 142-151 [doi]
• Thermo-Mechanical Coupling Induced Performance Degradation in Storage SystemsSanjeev Sondur, Kenny Gross, Krishna Kant 0001. 152-161 [doi]
• Efficient Metadata Indexing for HPC Storage SystemsArnab Kumar Paul, Brian Wang, Nathan Rutman, Cory Spitz, Ali Raza Butt. 162-171 [doi]
• DeepFreeze: Towards Scalable Asynchronous Checkpointing of Deep Learning ModelsBogdan Nicolae, Jiali Li, Justin M. Wozniak, George Bosilca, Matthieu Dorier, Franck Cappello. 172-181 [doi]
• Pufferscale: Rescaling HPC Data Services for High Energy Physics ApplicationsNathanaël Cheriere, Matthieu Dorier, Gabriel Antoniu, Stefan M. Wild, Sven Leyffer, Robert B. Ross. 182-191 [doi]
• Parallel I/O on Compressed Data Files: Semantics, Algorithms, and Performance EvaluationSiddhesh Pratap Singh, Edgar Gabriel. 192-201 [doi]
• Tracking scientific simulation using online time-series modellingMinh Ngoc Dinh, Chien Trung Vo, David Abramson. 202-211 [doi]
• GAN-ASD: Precise Software Aging State Detection for Android System Based on BEGAN Model and State ClusteringZeming Hao, Jing Liu. 212-221 [doi]
• Using Arm Scalable Vector Extension to Optimize OPEN MPIDong Zhong, Pavel Shamis, Qinglei Cao, George Bosilca, Shinji Sumimoto, Kenichi Miura, Jack J. Dongarra. 222-231 [doi]
• Energy efficiency and performance modeling of stencil applications on manycore and GPU computing resourcesKrzysztof Kurowski, Milosz Ciznicki, Jan Weglarz. 232-241 [doi]
• Checkpoint Restart Support for Heterogeneous HPC ApplicationsKonstantinos Parasyris, Kai Keller, Leonardo Bautista-Gomez, Osman S. Unsal. 242-251 [doi]
• Marabunta: Continuous Distributed Processing of Skewed StreamsBing Li, Zhibin Zhang, Tianqi Zheng, Qiaoling Zhong, Qun Huang 0001, Xueqi Cheng. 252-261 [doi]
• Alleviating Load Imbalance in Data Processing for Large-Scale Deep LearningSarunya Pumma, Daniele Buono, Fabio Checconi, Xinyu Que, Wu-chun Feng. 262-271 [doi]
• MARBLE: A Multi-GPU Aware Job Scheduler for Deep Learning on HPC SystemsJingoo Han, M. Mustafa Rafique, Luna Xu, Ali Raza Butt, Seung-Hwan Lim, Sudharshan S. Vazhkudai. 272-281 [doi]
• A NSGA-II-based Approach for Multi-objective Micro-service Allocation in Container-based CloudsBoxiong Tan, Hui Ma 0001, Yi Mei 0001. 282-289 [doi]
• Enhancing microservices architectures using data-driven service discovery and QoS guaranteesZeina Houmani, Daniel Balouek-Thomert, Eddy Caron, Manish Parashar. 290-299 [doi]
• FlexGPU: A Flexible and Efficient Scheduler for GPU Sharing SystemsQichen Chen, Hyojeong Lee, Heon Young Yeom, Yongseok Son. 300-309 [doi]
• Multi-resource Low-latency Cluster Scheduling without Execution Time EstimationHidehito Yabuuchi, Takahiro Shinagawa. 310-319 [doi]
• Salamander: a Holistic Scheduling of MapReduce Jobs on Ephemeral Cloud ResourcesMohamed Handaoui, Jean-Emile Dartois, Laurent Lemarchand, Jalil Boukhobza. 320-329 [doi]
• Performance Evaluation of Security-Aware List Scheduling Algorithms in IaaS CloudHamza Djigal, Jun Feng 0001, Jiamin Lu. 330-339 [doi]
• Predictable Efficiency for Reconfiguration of Service-Oriented Systems with ConcertoMaverick Chardet, Hélène Coullon, Christian Pérez. 340-349 [doi]
• CSR2: A New Format for SIMD-accelerated SpMVHaodong Bian, Jianqiang Huang, Runting Dong, Lingbin Liu, Xiaoying Wang. 350-359 [doi]
• Trua: Efficient Task Replication for Flexible User-defined Availability in Scientific GridsZhe Zhang 0003, Brian Bockelman, Derek Weitzel, Xinkai Zhang, Hamid Vakilzadian, David Swanson. 360-369 [doi]
• In Datacenter Performance, The Only Constant Is ChangeDmitry Duplyakin, Alexandru Uta, Aleksander Maricq, Robert Ricci. 370-379 [doi]
• Performance Comparison of Terraform and Cloudify as Multicloud OrchestratorsLeonardo Rebouças de Carvalho, Aletéia Patrícia Favacho de Araújo. 380-389 [doi]
• Cross Architectural Power ModellingKai Chen, Peter Kilpatrick, Dimitrios S. Nikolopoulos, Blesson Varghese. 390-399 [doi]
• A Feedforward Neural Network based Model to Predict Sub-optimal Path Attack in IoT-LLNsRashmi Sahay, G. Geethakumari, Barsha Mitra. 400-409 [doi]
• Two-Phase Multi-Party Computation Enabled Privacy-Preserving Federated LearningRenuga Kanagavelu, Zengxiang Li, Juniarto Samsudin, Yechao Yang, Feng Yang, Rick Siow Mong Goh, Mervyn Cheah, Praewpiraya Wiwatphonthana, Khajonpong Akkarajitsakul, Shangguang Wang. 410-419 [doi]
• Cost-Effective Malware Detection as a Service Over Serverless Cloud Using Deep Reinforcement LearningYoni Birman, Shaked Hindi, Gilad Katz, Asaf Shabtai. 420-429 [doi]
• Solving the Interdependency Problem: A Secure Virtual Machine Allocation Method Relying on the Attacker's Efficiency and CoverageBernard Ousmane Sané, Mandicou Ba, Doudou Fall, Shigeru Kashihara, Yuzo Taenaka, Ibrahima Niang, Youki Kadobayashi. 440-449 [doi]
• Key-Escrow Free Attribute-Based Multi-Keyword Search with Dynamic Policy Update in Cloud ComputingUmasankararao Varri, Syam Kumar Pasupuleti, K. V. Kadambari. 450-458 [doi]
• The Power of ARM64 in Public CloudsQingye Jiang, Young Choon Lee, Albert Y. Zomaya. 459-468 [doi]
• Trading Data Size and CNN Confidence Score for Energy Efficient CPS Node CommunicationsIssam Raïs, Otto J. Anshus, John Markus Bjørndalen, Daniel Balouek-Thomert, Manish Parashar. 469-478 [doi]
• SmartWatts: Self-Calibrating Software-Defined Power Meter for ContainersGuillaume Fieni, Romain Rouvoy, Lionel Seinturier. 479-488 [doi]
• Energy Efficient Algorithms based on VM Consolidation for Cloud Computing: Comparisons and EvaluationsQiheng Zhou, Minxian Xu, Sukhpal Singh Gill, Chengxi Gao, Wenhong Tian, Chengzhong Xu 0001, Rajkumar Buyya. 489-498 [doi]
• A Distributed Path Query Engine for Temporal Property GraphsShriram Ramesh, Animesh Baranawal, Yogesh Simmhan. 499-508 [doi]
• ® Optane™ DC persistent memory for the parallel processing of large neuroimaging dataValérie Hayot-Sasson, Shawn T. Brown, Tristan Glatard. 509-518 [doi]
• Serdab: An IoT Framework for Partitioning Neural Networks Computation across Multiple EnclavesTarek Elgamal, Klara Nahrstedt. 519-528 [doi]
• Standard Deviation Based Adaptive Gradient Compression For Distributed Deep LearningMengqiang Chen, Zijie Yan, Jiangtao Ren, Weigang Wu. 529-538 [doi]
• SparkLeBLAST: Scalable Parallelization of BLAST Sequence Alignment Using SparkKarim Youssef, Wu-chun Feng. 539-548 [doi]
• Increasing the Profit of Cloud Providers through DRAM Operation at Reduced MarginsChristos Kalogirou, Christos D. Antonopoulos, Nikolaos Bellas, Spyros Lalis, Lev Mukhanov, Georgios Karakonstantis. 549-558 [doi]
• Indicator-Directed Dynamic Power Management for Iterative Workloads on GPU-Accelerated SystemsPengfei Zou, Ang LP, Kevin J. Barker, Rong Ge 0002. 559-568 [doi]
• Online Multi-User Workflow Scheduling Algorithm for Fairness and Energy OptimizationEmile Cadorel, Hélène Coullon, Jean-Marc Menaud. 569-578 [doi]
• A Data-Driven Frequency Scaling Approach for Deadline-aware Energy Efficient Scheduling on Graphics Processing Units (GPUs)Shashikant Ilager, Rajeev Muralidhar, Kotagiri Ramamohanarao, Rajkumar Buyya. 579-588 [doi]
• An efficient service dispersal mechanism for fog and cloud computing using deep reinforcement learningChinmaya Kumar Dehury, Satish Narayana Srirama. 589-598 [doi]
• Adaptive AI-based auto-scaling for KubernetesLászló Toka, Gergely Dobreff, Balázs Fodor, Balázs Sonkoly. 599-608 [doi]
• DyBatch: Efficient Batching and Fair Scheduling for Deep Learning Inference on Time-sharing DevicesShaojun Zhang, Wei Li 0058, Chen Wang 0008, Zahir Tari, Albert Y. Zomaya. 609-618 [doi]
• Predicting Resource Requirement in Intermediate Palomar Transient Factory WorkflowQiao Kang, Alex Sim, Peter Nugent, SunWoo Lee, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu. 619-628 [doi]
• Q-Flink: A QoS-Aware Controller for Apache FlinkM. Reza Hoseinyfarahabady, Ali Jannesari, Javid Taheri, Wei Bao, Albert Y. Zomaya, Zahir Tari. 629-638 [doi]
• ApproxDNN: Incentivizing DNN Approximation in CloudSeyed Morteza Nabavinejad, Lena Mashayekhy, Sherief Reda. 639-648 [doi]
• A Network Cost-aware Geo-distributed Data Analytics SystemKwangsung Oh, Abhishek Chandra, Jon B. Weissman. 649-658 [doi]
• Detecting and Reacting to Anomalies in Relaxed Uses of RaftPhilip Dexter, Bedri Sendir, Kenneth Chiu. 659-668 [doi]
• ECHO: A Tool for Empirical Evaluation Cloud ChatbotsAbdur Rahim Mohammad Forkan, Prem Prakash Jayaraman, Yong-Bin Kang, Ahsan Morshed. 669-672 [doi]
• TDD4Fog: A Test-Driven Software Development Platform for Fog Computing SystemsRui Li, Xiao Liu 0004, Xi Zheng, Chong Zhang, Huai Liu. 673-676 [doi]
• A Graph-Based Indexing Technique to Enhance the Performance of Boolean AND Queries in Big Data SystemsAbdulla Kalandar Mohideen, Shikharesh Majumdar, Marc St-Hilaire, Ali El-Haraki. 677-680 [doi]
• A Comparative Analysis of Task Scheduling Approaches in Cloud ComputingMuhammad Ibrahim, Said Nabi, Rasheed Hussain, Muhammad Summair Raza, Muhammad Imran 0001, S. M. Ahsan Kazmi, Alma Oracevic, Fatima Hussain. 681-684 [doi]
• CUBE - Towards an Optimal Scaling of Cosmological N-body SimulationsShenggan Cheng, Hao-Ran Yu, Derek Inman, Qiucheng Liao, Qiaoya Wu, James Lin. 685-690 [doi]
• Deadline-aware Scheduling in Cloud-Fog-Edge SystemsAndrei Vlad Postoaca, Catalin Negru, Florin Pop. 691-698 [doi]
• Machine learning techniques for transmission parameters classification in multi-agent managed networkDariusz Zelasko, Pawel Plawiak, Joanna Kolodziej. 699-707 [doi]
• Adaptive context-aware energy optimization for services on mobile devices with use of machine learning considering security aspectsPiotr Nawrocki, Bartlomiej Sniezynski, Joanna Kolodziej, Pawel Szynkiewicz. 708-717 [doi]
• TRM-EAT - a New Tool for Reliability Evaluation of Trust and Reputation Management Systems in Mobile EnvironmentsMarek Janiszewski. 718-727 [doi]
• Partial data permutation for training deep neural networksGuojing Cong, Li Zhang, Chih-Chieh Yang. 728-735 [doi]
• SOL: Effortless Device Support for AI Frameworks without Source Code ChangesNicolas Weber, Felipe Huici. 736-743 [doi]
• Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI TrainingYuxin Wang, Qiang Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Kaiyong Zhao, Xiaowen Chu. 744-751 [doi]
• Automatic Parallelization of Probabilistic Models with Varying Load ImbalanceBalázs Németh, Tom Haber, Jori Liesenborgs, Wim Lamotte. 752-759 [doi]
• Performance Analysis of Distributed and Scalable Deep LearningSean Mahon, Sébastien Varrette, Valentin Plugaru, Frédéric Pinel, Pascal Bouvry. 760-766 [doi]
• Integrated Proactive Defense for Software Defined Internet of Things under Multi-Target AttacksWeilun Liu, Mengmeng Ge, Dong Seong Kim. 767-774 [doi]
• Analysis and Optimization of TLS-based Security Mechanisms for Low Power IoT SystemsFrederik Lauer, Carl Christian Rheinländer, Claus Kestel, Norbert Wehn. 775-780 [doi]
• An Edge-based Distributed Ledger Architecture for Supporting Decentralized Incentives in Mobile CrowdsensingPaolo Bellavista, Marco Cilloni, Giuseppe Di Modica, Rebecca Montanari, Pasquale Carlo Maiorano Picone, Michele Solimando. 781-787 [doi]
• Verifiable Secret Share for file storage with cheater identificationAntonino Galletta, Maria Fazio, Antonio Celesti, Massimo Villari. 788-793 [doi]
• Efficient Certificate Management in Blockchain based Internet of VehiclesEi Mon Cho, Maharage Nisansala Sevwandi Perera. 794-797 [doi]
• Distributed IoT Attestation via BlockchainIra Ray Jenkins, Sean W. Smith. 798-801 [doi]
• An Iterative Feedback Mechanism for Auto-Optimizing Software Resource Allocation in Multi-Tier Web SystemsXiaojing Yin, Jiwei Huang, Lei Liu, Wei He, LiZhen Cui. 802-809 [doi]
• CLAWER: Context-aware Cloud-Fog based Workflow Management Framework for Health Emergency ServicesShreya Ghosh, Jaydeep Das, Soumya K. Ghosh, Rajkumar Buyya. 810-817 [doi]
• Improved Matrix-based Attribute Reduction Algorithm Based on Minimal Elements for Mobile Edge ComputingYi Xu, Zhiqiang Zheng, Yan Cheng. 818-822 [doi]
• Real-time Situation Awareness of Industrial Process based on Deep Learning at the Edge ServerRongbin Xu, Wangxing Lin, Zhiqiang Liu, Menglong Wang, Yuanmo Lin, Ying Xie. 823-826 [doi]
• BDSP in the cloud: Scheduling and Load Balancing utlizing SDN and CEPAhmed Al-Mansoori, Jemal Abawajy, Morshed Chowdhury. 827-835 [doi]
• A Locality Sensitive Hashing Based Approach for Federated Recommender SystemHongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu 0007, Jianbing Zhang, Xuyun Zhang. 836-842 [doi]
• A Service Mesh-Based Load Balancing and Task Scheduling System for Deep Learning ApplicationsXiaojing Xie, Shyam S. Govardhan. 843-849 [doi]
• Coflow Scheduling with Performance Guarantees for Data Center ApplicationsAsif Hasnain, Holger Karl. 850-856 [doi]
• VM Performance Maximization and PM Load Balancing Virtual Machine Placement in CloudHui Zhao, Quan Wang, Jing Wang, Bo Wan, Shangshu Li. 857-864 [doi]
• Exploring Erasure Coding Techniques for High Availability of Intermediate DataZhe Zhang 0003, Brian Bockelman, Derek Weitzel, David Swanson. 865-872 [doi]
• Sharing digital object across data infrastructures using Named Data Networking (NDN)Kees de Jong, Cas Fahrenfort, Anas Younis, Zhiming Zhao. 873-880 [doi]
• FLIP-FLexible IoT Path Programming Framework for Large-scale IoTShahzad, Eun Sung Jung. 881-888 [doi]
• Bitwise Reproducible task execution on unstructured mesh applicationsBálint Siklósi, István Z. Reguly, Gihan R. Mudalige. 889-892 [doi]
• Exploring Mobility Behaviours of Moving Agents from Trajectory traces in Cloud-Fog-Edge Collaborative FrameworkShreya Ghosh, Soumya K. Ghosh. 893-897 [doi]
• Helibot - A Smart Distributed Energy Resources Platform for Futuristic Smart GridsVanh Khuyen Nguyen, Quan Z. Sheng, Adnan Mahmood, Wei Emma Zhang, Trung Duc Vo. 898-901 [doi]
• Data Management in Erasure-Coded Distributed Storage SystemsChiniah Aatish, Mungur Avinash. 902-907 [doi]
• Automatic parallel implementations of adjoint codes for structured mesh applicationsGábor Dániel Balogh, István Z. Reguly. 908-911 [doi]