Accelerating Deep Learning Training Through Transparent Storage Tiering (English)
- New search for: Dantas, Marco
- New search for: Leitao, Diogo
- New search for: Cui, Peter
- New search for: Macedo, Ricardo
- New search for: Liu, Xinlian
- New search for: Xu, Weijia
- New search for: Paulo, Joao
- New search for: Dantas, Marco
- New search for: Leitao, Diogo
- New search for: Cui, Peter
- New search for: Macedo, Ricardo
- New search for: Liu, Xinlian
- New search for: Xu, Weijia
- New search for: Paulo, Joao
In:
2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid)
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21-30
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2022
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ISBN:
- Conference paper / Electronic Resource
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Title:Accelerating Deep Learning Training Through Transparent Storage Tiering
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Contributors:Dantas, Marco ( author ) / Leitao, Diogo ( author ) / Cui, Peter ( author ) / Macedo, Ricardo ( author ) / Liu, Xinlian ( author ) / Xu, Weijia ( author ) / Paulo, Joao ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2022-05-01
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Size:1240706 byte
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ISBN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Proceedings| 2022
- 1
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Copyright| 2022
- 1
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Accelerating Scientific Workflows on HPC Platforms with In Situ ProcessingDo, Tu Mai Anh / Pottier, Loic / Yildiz, Orcun / Vahi, Karan / Krawczuk, Patrycja / Peterka, Tom / Deelman, Ewa et al. | 2022
- 11
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Deverlay: Container Snapshots For Virtual MachinesNikolos, Orestis Lagkas / Goumas, Georgios / Koziris, Nectarios et al. | 2022
- 21
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Accelerating Deep Learning Training Through Transparent Storage TieringDantas, Marco / Leitao, Diogo / Cui, Peter / Macedo, Ricardo / Liu, Xinlian / Xu, Weijia / Paulo, Joao et al. | 2022
- 31
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VeloxDFS: Streaming Access to Distributed Datasets to Reduce Disk SeeksAhn, Sunghwan / Park, Hyeongjun / Sanchez, V. A. Bolea / Hwang, Deukyeon / Kim, Wonbae / Sussman, Alan / Nam, Beomseok et al. | 2022
- 41
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Assembling Portable In-Situ Workflow from Heterogeneous Components using Data ReorganizationZhang, Bo / Subedi, Pradeep / Davis, Philip E / Rizzi, Francesco / Teranishi, Keita / Parashar, Manish et al. | 2022
- 51
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SCANNS: Towards Scalable and Concurrent Data Indexing and Searching in High-End Computing SystemOrhean, Alexandru Iulian / Giannakou, Anna / Ramakrishnan, Lavanya / Chard, Kyle / Raicu, Ioan et al. | 2022
- 61
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HDF5 Cache VOL: Efficient and Scalable Parallel I/O through Caching Data on Node-local StorageZheng, Huihuo / Vishwanath, Venkatram / Koziol, Quincey / Tang, Houjun / Ravi, John / Mainzer, John / Byna, Suren et al. | 2022
- 71
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VCSR: Mutable CSR Graph Format Using Vertex-Centric Packed Memory ArrayAl Raqibul Islam, Abdullah / Dai, Dong / Cheng, Dazhao et al. | 2022
- 81
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Skyhook: Towards an Arrow-Native Storage SystemChakraborty, Jayjeet / Jimenez, Ivo / Rodriguez, Sebastiaan Alvarez / Uta, Alexandru / LeFevre, Jeff / Maltzahn, Carlos et al. | 2022
- 89
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An SIMD-Accelerated Metadata Management Scheme for Persistent Memory File SystemsHu, Zejie / Law, Jarvan / Chen, Zhiguang / Xiao, Nong et al. | 2022
- 99
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Egeon: Software-Defined Data Protection for Object StorageSaiz-Laudo, Raul / Sanchez-Artigas, Marc et al. | 2022
- 109
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Stimulus: Accelerate Data Management for Scientific AI applications in HPCDevarajan, Hariharan / Kougkas, Anthony / Zheng, Huihuo / Vishwanath, Venkatram / Sun, Xian-He et al. | 2022
- 119
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Splice: An Automated Framework for Cost-and Performance-Aware Blending of Cloud ServicesSon, Myungjun / Mohanty, Shruti / Gunasekaran, Jashwant Raj / Jain, Aman / Kandemir, Mahmut Taylan / Kesidis, George / Urgaonkar, Bhuvan et al. | 2022
- 129
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Divide (CPU Load) and Conquer: Semi-Flexible Cloud Resource AllocationPrzybylski, Bartlomiej / Zuk, Pawel / Rzadca, Krzysztof et al. | 2022
- 140
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Pushing Serverless to the Edge with WebAssembly RuntimesGackstatter, Philipp / Frangoudis, Pantelis A. / Dustdar, Schahram et al. | 2022
- 150
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Managing Access Control in Large-Scale Multi-party IoT SystemsKumar, Pavana Pradeep / Kant, Krishna / Pal, Amitangshu et al. | 2022
- 160
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Edgelet Computing: Pushing Query Processing and Liability at the Extreme Edge of the NetworkJavet, Ludovic / Anciaux, Nicolas / Bouganim, Luc / Pucheral, Philippe et al. | 2022
- 170
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Tiny Autoscalers for Tiny Workloads: Dynamic CPU Allocation for Serverless FunctionsZhao, Yuxuan / Uta, Alexandru et al. | 2022
- 180
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KneeScale: Efficient Resource Scaling for Serverless Computing at the EdgeLi, Xue / Kang, Peng / Molone, Jordan / Wang, Wei / Lama, Palden et al. | 2022
- 190
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Energy-Aware Resource Scheduling for Serverless Edge ComputingAslanpour, Mohammad Sadegh / Toosi, Adel N. / Cheema, Muhammad Aamir / Gaire, Raj et al. | 2022
- 200
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A Distributed Vehicle-assisted Computation Offloading Scheme based on DRL in Vehicular NetworksWang, Jiayue / Zhao, Hongbo / Liu, Haoqiang / Geng, Liwei / Sun, Zebin et al. | 2022
- 210
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A Qualitative Evaluation of Service Mesh-based Traffic Management for Mobile Edge CloudDuque, Aleksandra Obeso / Klein, Cristian / Feng, Jinhua / Cai, Xuejun / Skubic, Bjorn / Elmroth, Erik et al. | 2022
- 220
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On Realizing Efficient Deep Learning Using Serverless ComputingAssogba, Kevin / Arif, Moiz / Rafique, M. Mustafa / Nikolopoulos, Dimitrios S. et al. | 2022
- 230
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A Scalable Covert Communication Service For CoworkersMa, Xingkong / Zhai, Weinan / Li, Shaoyong / Hong, Xueshu / Liu, Bo et al. | 2022
- 239
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Train Me to Fight: Machine-Learning Based On-Device Malware Detection for Mobile DevicesPasdar, Amirmohammad / Lee, Young Choon / Liu, Tongliang / Hong, Seok-Hee et al. | 2022
- 249
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SPRITE: A Scalable Privacy-Preserving and Verifiable Collaborative Learning for Industrial IoTSengupta, Jayasree / Ruj, Sushmita / Bit, Sipra Das et al. | 2022
- 259
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ELSA: A Keyword-based Searchable Encryption for Cloud-edge assisted Industrial Internet of ThingsAljabri, Jawhara / Michala, Anna Lito / Singer, Jeremy et al. | 2022
- 269
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SGX-Bundler: speeding up enclave transitions for IO-intensive applicationsSvenningsson, Jakob / Paladi, Nicolae / Vahidi, Arash et al. | 2022
- 279
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Protecting sensitive data in the cloud-to-edge continuum: The FogProtect approachAyed, Dhouha / Dragan, Paul-Andrei / Felix, Edith / Mann, Zoltan Adam / Salant, Eliot / Seidl, Robert / Sidiropoulos, Anestis / Taylor, Steve / Vitorino, Ricardo et al. | 2022
- 289
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Restricting the Number of Times That Data Can Be Accessed in Cloud Storage Using TrustZoneRen, Zhengwei / Li, Xin / Xu, Shiwei / Tong, Yan et al. | 2022
- 297
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MeDA: Using Blockchain for Patient-Controlled Medical Data Auditing in InstitutionsZou, Beiji / Nie, Fanbo / Xiao, Ling / Zhang, Tao / Zhu, Chengzhang et al. | 2022
- 307
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Adaptive Multi-Feature Fusion Visual Target Tracking Based on Siamese Neural Network with Cross-Attention MechanismZhou, Qian / Xia, Haoran / Yan, Hongzheng / Yang, Ming / Chen, Shidong et al. | 2022
- 317
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BFRT: Blockchained Federated Learning for Real-time Traffic Flow PredictionMeese, Collin / Chen, Hang / Asif, Syed Ali / Li, Wanxin / Shen, Chien-Chung / Nejad, Mark et al. | 2022
- 327
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A Generalized Model for Crowd Violence Detection Focusing on Human Contour and Dynamic FeaturesChexia, Zhen / Tan, Zhenhua / Wu, Danke / Ning, Jingyu / Zhang, Bin et al. | 2022
- 336
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Towards Low-Overhead Resilience for Data Parallel Deep LearningNicolae, Bogdan / Hobson, Tanner / Yildiz, Orcun / Peterka, Tom / Morozov, Dmitry et al. | 2022
- 346
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Failure Identification from Unstable Log Data using Deep LearningBogatinovski, Jasmin / Nedelkoski, Sasho / Wu, Li / Cardoso, Jorge / Kao, Odej et al. | 2022
- 366
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SPA: An Efficient Adversarial Attack on Spiking Neural Networks using Spike ProbabilisticLin, Xuanwei / Dong, Chen / Liu, Ximeng / Zhang, Yuanyuan et al. | 2022
- 376
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Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes ClustersLiu, Peini / Bravo-Rocca, Gusseppe / Guitart, Jordi / Dholakia, Ajay / Ellison, David / Hodak, Miroslav et al. | 2022
- 386
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Parallelizing Graph Neural Networks via Matrix Compaction for Edge-Conditioned NetworksZaman, Shehtab / Moon, Tim / Benson, Tom / Jacobs, Sam Ade / Chiu, Kenneth / Van Essen, Brian et al. | 2022
- 396
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SDST-Accelerating GEMM-based Convolution through Smart Data Stream TransformationXiao, Chunhua / Shi, Chen / Xu, Dandan / Lin, Fangzhu / Ning, Kun et al. | 2022
- 404
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Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific ApplicationsWang, Kewei / Lee, Sunwoo / Balewski, Jan / Sim, Alex / Nugent, Peter / Agrawal, Ankit / Choudhary, Alok / Wu, Kesheng / Liao, Wei-Keng et al. | 2022
- 414
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Accelerating Neural Network Training with Processing-in-Memory GPUFei, Xiang / Han, Jianhui / Huang, Jianqiang / Zheng, Weimin / Zhang, Youhui et al. | 2022
- 422
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Decentralized Allocation of Geo-distributed Edge Resources using Smart ContractsXu, Jinlai / Palanisamy, Balaji / Wang, Qingyang / Ludwig, Heiko / Gopisetty, Sandeep et al. | 2022
- 432
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Optimized Resource Allocation on Virtualized Non-Uniform I/O ArchitecturesNgoc, Tu Dinh / Teabe, Boris / Hagimont, Daniel / Da Costa, Georges et al. | 2022
- 442
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Exploring the Impact of Virtualization on the Usability of Deep Learning ApplicationsSamani, Davood G. / Salehi, Mohsen Amini et al. | 2022
- 452
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Alleviating Resource Requirements for Spatial Deep Learning WorkloadsMitra, Saptashwa / Warushavithana, Menuka / Arabi, Mazdak / Breidt, Jay / Pallickara, Sangmi / Pallickara, Shrideep et al. | 2022
- 463
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Adaptive Routing in InfiniBand HardwareRocher-Gonzalez, Jose / Gran, Ernst Gunnar / Reinemo, Sven-Arne / Skeie, Tor / Escudero-Sahuquillo, Jesus / Garcia, Pedro Javier / Flor, Francisco J. Quiles et al. | 2022
- 473
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Resilient Execution of Data-triggered Applications on Edge, Fog and Cloud ResourcesVarshney, Prateeksha / Ramesh, Shriram / Chhabra, Shayal / Khochare, Aakash / Simmhan, Yogesh et al. | 2022
- 484
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pSFC: Fine-grained Composition of Service Function Chains in the Programmable Data PlaneZhang, Xiaoquan / Cui, Lin / Tso, Fung Po et al. | 2022
- 494
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CASY: A CPU Cache Allocation System for FaaS PlatformJeatsa, Armel / Teabe, Boris / Hagimont, Daniel et al. | 2022
- 504
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Hummingbird: Leveraging Heterogeneous System Architecture for deploying dynamic NFV chainsChaurasia, Avinash Kumar / Raman, Bhaskaran / Gupta, Praveen Kumar / Prabhu, Omkar / P, Shashank / Garg, Anshuj et al. | 2022
- 514
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Automating CPU Dynamic Thermal Control for High Performance ComputingAli, Ghazanfar / Wofford, Lowell / Turner, Christopher / Chen, Yong et al. | 2022
- 524
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Impact of loosely coupled data dissemination policies for resource challenged environmentsRais, Issam / Guegan, Loic / Anshus, Otto et al. | 2022
- 534
-
Efficient Collision-Free MTTKRP Algorithm for Multi-core CPUs with Less Memory UsageNagasaka, Yusuke / Fukumoto, Naoto et al. | 2022
- 544
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Accelerating Spatial Autocorrelation Computation with Parallelization, Vectorization and Memory Access Optimization: With a focus on rapid recalculation of COVID related spatial statistics for faster geospatial analysis and responsePaudel, Anmol / Puri, Satish et al. | 2022
- 555
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Scalable federated machine learning with FEDnEkmefjord, Morgan / Ait-Mlouk, Addi / Alawadi, Sadi / Akesson, Mattias / Singh, Prashant / Spjuth, Ola / Toor, Salman / Hellander, Andreas et al. | 2022
- 565
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A Federated Learning Framework for IoT: Application to Industry 4.0Safri, Hamza / Kandi, Mohamed Mehdi / Miloudi, Youssef / Bortolaso, Christophe / Trystram, Denis / Desprez, Frederic et al. | 2022
- 575
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A Serverless Engine for High Energy Physics Distributed AnalysisKusnierz, Jacek / Padulano, Vincenzo E. / Malawski, Maciej / Burkiewicz, Kamil / Saavedra, Enric Tejedor / Alonso-Jorda, Pedro / Pitt, Michael / Avati, Valentina et al. | 2022
- 585
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Time Series Data Management Optimized for Smart City Policy DecisionColosi, Mario / Martella, Francesco / Parrino, Giovanni / Celesti, Antonio / Fazio, Maria / Villari, Massimo et al. | 2022
- 595
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RAPTOR: Ravenous Throughput ComputingMerzky, Andre / Turilli, Matteo / Jha, Shantenu et al. | 2022
- 605
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Exploring Spatial Indexing for Accelerated Feature Retrieval in HPCLawson, Margaret / Gropp, William / Lofstead, Jay et al. | 2022
- 615
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Coeus: Clustering (A)like Patterns for Practical Machine Intelligent Hybrid Memory ManagementDoudali, Thaleia Dimitra / Gavrilovska, Ada et al. | 2022
- 635
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Improving Server Re-Consolidation for Datacenters via Resource Exchange and Load AdjustmentDuan, Kaiyue / Li, Yusen / Wang, Gang / Liu, Xiaoguang et al. | 2022
- 645
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A Multi-Agent Deep Reinforcement Learning Approach for Computation Offloading in 5G Mobile Edge ComputingGan, Zhaoyu / Lin, Rongheng / Zou, Hua et al. | 2022
- 655
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Generic and Robust Performance Diagnosis via Causal Inference for OLTP Database SystemsLu, Xianglin / Xie, Zhe / Li, Zeyan / Li, Mingjie / Nie, Xiaohui / Zhao, Nengwen / Yu, Qingyang / Zhang, Shenglin / Sui, Kaixin / Zhu, Lin et al. | 2022
- 665
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ELITE: Near-Optimal Heuristics for Coflow SchedulingArfaoui, Afaf / Elazouzi, Rachid / De Pellegrini, Francesco / Richier, Cedric / Leguay, Jeremie et al. | 2022
- 675
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First Experiences in Performance Benchmarking with the New SPEChpc 2021 SuitesBrunst, Holger / Chandrasekaran, Sunita / Ciorba, Florina M. / Hagerty, Nick / Henschel, Robert / Juckeland, Guido / Li, Junjie / Vergara, Veronica G. Melesse / Wienke, Sandra / Zavala, Miguel et al. | 2022
- 685
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RAISE: Efficient GPU Resource Management via Hybrid SchedulingWeng, Yue / Ge, Tianao / Zhang, Xi / Zhang, Xianwei / Lu, Yutong et al. | 2022
- 695
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SchedTune: A Heterogeneity-Aware GPU Scheduler for Deep LearningAlbahar, Hadeel / Dongare, Shruti / Du, Yanlin / Zhao, Nannan / Paul, Arnab K. / Butt, Ali R. et al. | 2022
- 706
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QSketch: GPU-Aware Probabilistic Sketch Data StructuresQin, Huanyi / Zhang, Zongpai / Yan, Bo / Govindaraju, Madhusudhan / Chiu, Kenneth et al. | 2022
- 716
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Toward an In-Depth Analysis of Multifidelity High Performance Computing SystemsShilpika, Shilpika / Lusch, Bethany / Emani, Murali / Simini, Filippo / Vishwanath, Venkatram / Papka, Michael E. / Ma, Kwan-Liu et al. | 2022
- 726
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On Task Assignment and Scheduling for Distributed Job ExecutionGuan, Yitong / Tang, Xueyan et al. | 2022
- 736
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One core dedicated to MPI nonblocking communication progression? A model to assess whether it is worth itDenis, Alexandre / Jaeger, Julien / Jeannot, Emmanuel / Reynier, Florian et al. | 2022
- 747
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Stragglers' Detection in Big Data Analytic Systems: The Impact of Heartbeat ArrivalLambert, Thomas / Ibrahim, Shadi / Jain, Twinkle / Guyon, David et al. | 2022
- 752
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VARIoT - Vulnerability and Attack Repository for the Internet of ThingsJaniszewski, Marek / Rytel, Marcin / Lewandowski, Piotr / Romanowski, Hubert et al. | 2022
- 756
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An Open-Source Cloud Testbed for Security ExperimentationMinna, Francesco / Massacci, Fabio et al. | 2022
- 760
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Towards Distributed Coordination for Fog PlatformsPfandzelter, Tobias / Schirmer, Trever / Bermbach, David et al. | 2022
- 763
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A cybersecurity framework to guarantee reliability and trust for digital service chains – GUARDRepetto, Matteo / Duzha, Armend / Kolodziej, Joanna et al. | 2022
- 767
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An Efficient Approach to Move Elements in a Distributed Geo-Replicated TreeAnjana, Parwat Singh / Chandrassery, Adithya Rajesh / Peri, Sathya et al. | 2022
- 771
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ERA: ECN-Ratio-Based Congestion Control in Datacenter NetworksZhou, Yukun / Dong, Dezun / Pang, Zhengbin / Ye, Junhong / Jin, Feng et al. | 2022
- 775
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A Distributed Peer to Peer Identity and Access Management for the Osmotic ComputingSicari, Christian / Catalfamo, Alessio / Galletta, Antonino / Villari, Massimo et al. | 2022
- 782
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Neural Network Model Obfuscation through Adversarial TrainingSternby, Jakob / Johansson, Bjorn / Liljenstam, Michael et al. | 2022
- 790
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Nodeguard: A Virtualized Introspection Security Approach for the Modern Cloud Data CenterShamseddine, Maha / Al-Dulaimy, Auday / Itani, Wassim / Nolte, Thomas / Papadopoulos, Alessandro V. et al. | 2022
- 798
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Type, pad, and place: Avoiding data leaks in Cloud-IoT FaaS orchestrationsBocci, Alessandro / Forti, Stefano / Ferrari, Gian-Luigi / Brogi, Antonio et al. | 2022
- 806
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Intrusion Detection using a Graphical Fingerprint ModelNie, Chenyang / Quinan, Paulo Gustavo / Traore, Issa / Woungang, Isaac et al. | 2022
- 814
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Improving Cellular Automata for Distributed LedgersMacek, Piotr / Dziubaltowska, Daria / Kusmierz, Bartosz / Michalski, Radoslaw et al. | 2022
- 820
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Toward a high-performance clustering algorithm for securing edge computing environmentsLaccetti, Giuliano / Lapegna, Marco / Montella, Raffaele et al. | 2022
- 826
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Automating Edge-to-cloud Workflows for Science: Traversing the Edge-to-cloud Continuum with PegasusTanaka, Ryan / Papadimitriou, George / Viswanath, Sai Charan / Wang, Cong / Lyons, Eric / Thareja, Komal / Qu, Chengyi / Esquivel, Alicia / Deelman, Ewa / Mandal, Anirban et al. | 2022
- 834
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Enabling the CUDA Unified Memory model in Edge, Cloud and HPC offloaded GPU kernelsMontella, Raffaele / Di Luccio, Diana / De Vita, Ciro Giuseppe / Mellone, Gennaro / Lapegna, Marco / Laccetti, Giuliano / Kosta, Sokol / Giunta, Giulio et al. | 2022
- 842
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OTE: Optimal Trustworthy EdgeAI solutions for smart citiesMygdalis, Vasileios / Carnevale, Lorenzo / Martinez-De-Dios, Jose Ramiro / Shutin, Dmitriy / Aiello, Giovanni / Villari, Massimo / Pitas, Ioannis et al. | 2022
- 851
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Towards a Model-Based Serverless Platform for the Cloud-Edge-IoT ContinuumFerry, Nicolas / Dautov, Rustem / Song, Hui et al. | 2022
- 859
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Network-Aware Container Placement in Cloud-Edge Kubernetes ClustersMarchese, Angelo / Tomarchio, Orazio et al. | 2022
- 866
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A Supervised Learning Solver for Proactive Optimization of Cross-Cloud ApplicationsRozanska, Marta / Karnas, Katarzyna / Horn, Geir et al. | 2022
- 872
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Collaborative Edge Computing to Bring Microservices in Smart Rural AreasKoyazo, Jacques Tene / Antonio, Celesti / Villari, Massimo / Lay-Ekuakille, Aime' / Fazio, Maria et al. | 2022
- 879
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LatEst: Vertical elasticity for millisecond serverless executionSfakianakis, Yannis / Marazakis, Manolis / Kozanitis, Christos / Bilas, Angelos et al. | 2022
- 886
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AIBLOCK: Blockchain based Lightweight Framework for Serverless Computing using AIGolec, Muhammed / Chowdhury, Deepraj / Jaglan, Shivam / Gill, Sukhpal Singh / Uhlig, Steve et al. | 2022
- 893
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A Cloud-based Architecture using Micro-services for the IoT-based ApplicationsJangir, Yash / Kumar, Rohan / U, Nrupesh Surya / Mahajan, Manik / Naik, Vinayak et al. | 2022
- 905
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Social Isolation Detection in Palliative Care using Social Network AnalysisRahmatikargar, Bahareh / Zadeh, Pooya Moradian / Kobti, Ziad et al. | 2022
- 913
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How to increase and balance current DBT datasets via an Evolutionary GAN: preliminary resultsStaffa, Mariacarla / D'Errico, Lorenzo / Ricciardi, Roberta / Barra, Paola / Antignani, Elena / Minelli, Salvatore / Mettivier, Giovanni et al. | 2022
- 925
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Multimorbidity profiles and stochastic block modeling improve ICU patient clusteringRestocchi, Valerio / Villegas, Jorge Gaete / Fleuriot, Jacques D. et al. | 2022
- 933
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Shapley Value as an Aid to Biomedical Machine Learning: a Heart Disease Dataset AnalysisScapin, Daniele / Cisotto, Giulia / Gindullina, Elvina / Badia, Leonardo et al. | 2022
- 940
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Predicting Dengue Outbreaks with Explainable Machine LearningAleixo, Robson / Kon, Fabio / Rocha, Rudi / Camargo, Marcela Santos / De Camargo, Raphael Y. et al. | 2022
- 948
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Let the data speak: analysing data from multiple health centers of the São Paulo metropolitan area for COVID-19 clinical deterioration predictionValeriano, Maria Gabriela / Kiffer, Carlos R. V. / Higino, Giane / Zanao, Paloma / Barbosa, Dulce A. / Moreira, Patricia A. / Santos, Paulo Caleb J. L. / Grinbaum, Renato / Lorena, Ana Carolina et al. | 2022
- 952
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Anatomical Landmarks Annotation on 2D Lateral Cephalograms with Channel AttentionDu, Dongfeng / Ren, Tao / Chen, Chen / Jiang, Yiran / Song, Guangying / Li, Qingfeng / Niu, Jianwei et al. | 2022
- 958
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Exploring AI-based Speaker Dependent Methods in Dysarthric Speech RecognitionMulfari, Davide / Celesti, Antonio / Villari, Massimo et al. | 2022
- 965
-
A Secure Workflow for Shared HPC SystemsNolte, Hendrik / Sabater, Simon Hernan Sarmiento / Ehlers, Tim / Kunkel, Julian et al. | 2022
- 975
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Portability for GPU-accelerated molecular docking applications for cloud and HPC: can portable compiler directives provide performance across all platforms?Thavappiragasam, Mathialakan / Elwasif, Wael / Sedova, Ada et al. | 2022
- 985
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On the building of self-adaptable systems to efficiently manage medical dataSanchez-Gallegos, Genaro / Sanchez-Gallegos, Dante D. / Gonzalez-Compean, J. L. / Carretero, Jesus et al. | 2022
- 993
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Multi-bed stitching tool for 3D computed tomography accelerated by GPU devicesGarcia-Blas, Javier / Brox, Pablo / Desco, Manuel / Abella, Monica et al. | 2022
- 999
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Evaluating the spread of Omicron COVID-19 variant in SpainMerino, Miguel Guzman / Marinescu, Maria Cristina / Singh, David E. et al. | 2022
- 1007
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SparkFlow: Towards High-Performance Data Analytics for Spark-based Genome AnalysisFilgueira, Rosa / Awaysheh, Feras M. / Carter, Adam / White, Darren J. / Rana, Omer et al. | 2022
- 1017
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The EMPAIA Platform: Vendor-neutral integration of AI applications into digital pathology infrastructuresJansen, Christoph / Strohmenger, Klaus / Romberg, Daniel / Kuster, Tobias / Weiss, Nick / Lindequist, Bjorn / Franz, Michael / Homeyer, Andre / Zerbe, Norman et al. | 2022
- 1028
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Continuous authentication on mobile devices using behavioral biometricsDybczak, Jakub / Nawrocki, Piotr et al. | 2022
- 1036
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Dynamic Service Placement Algorithm for Partitionable Applications in Mobile Edge ComputingLu, Kun / Song, Jianyu / Yang, Linlin / Xu, Guorui / Li, Mingchu et al. | 2022
- 1042
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A Continuous Risk Assessment Methodology for Cloud InfrastructuresKunz, Immanuel / Schneider, Angelika / Banse, Christian et al. | 2022
- 1052
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Holistic Runtime Performance and Security-aware Monitoring in Public Cloud EnvironmentJha, Devki Nandan / Lenton, Graham / Asker, James / Blundell, David / Wallom, David et al. | 2022
- 1061
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Author Index| 2022
- v
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Table of Contents| 2022
- xxii
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Message from the General Chairs| 2022
- xxiii
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Message from the Program Chairs| 2022
- xxv
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CCGrid 2022 Chairs| 2022
- xxvii
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CCGrid 2022 Program Committee Members| 2022
- xxxi
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CCGrid 2022 Steering Committee Members| 2022