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ORCID38th SAC 2023: Tallinn, Estonia
- Jiman Hong, Maart Lanperne, Juw Won Park, Tomás Cerný, Hossain Shahriar:
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, SAC 2023, Tallinn, Estonia, March 27-31, 2023. ACM 2023, ISBN 978-1-4503-9517-5
Theme: Artificial Intelligence and Agents: AIED - Artificial Intelligence for Education Track
- Sameena Hossain
, Payal Kamboj, Aranyak Maity, Tamiko Azuma, Ayan Banerjee, Sandeep K. S. Gupta:
EdGCon: Auto-assigner of Iconicity Ratings Grounded by Lexical Properties to Aid in Generation of Technical Gestures. 3-10 - Hsin-Yu Lee, Maral Hooshyar, Chia-Ju Lin, Wei-Sheng Wang, Yueh-Min Huang:
Image4Assess: Automatic learning processes recognition using image processing. 11-16 - Kelly M. Van Busum, Shiaofen Fang:
Analysis of AI Models for Student Admissions: A Case Study. 17-22
Theme: Distributed Systems: CC - Cloud Computing Track
- Christian Banse, Immanuel Kunz, Nico Haas, Angelika Schneider:
A Semantic Evidence-based Approach to Continuous Cloud Service Certification. 24-33 - Marwan Adnan Darwish, Apostolis Zarras:
Digital Forgetting Using Key Decay. 34-41 - Atharva Tekawade, Suman Banerjee:
CEDCES: A Cost Effective Deadline Constrained Evolutionary Scheduler for Task Graphs in Multi-Cloud System. 42-44 - Abhay Narayan, Disha Galve, Anu Mary Chacko:
AI Enabled Cloud Service to detect Conversion Fraud in E-commerce. 45-48 - Swapneel C. Mhatre, Priya Chandran:
On the Measurement of Performance Metrics for Virtualization-Enhanced Architectures. 49-56 - Leandro Costa da Silva, Robson W. A. Medeiros, Nelson S. Rosa:
COSTA: A cost-driven solution for migrating applications in multi-cloud environments. 57-63
Theme: System Software and Security: CPS - Cyber-Physical Systems Track
- Shuo Xu, Huichuan Zheng, Hao Zhang, Mengying Zhao:
RAB: Recomputation Aided Backup for Energy Efficient Non-volatile Processors. 64-71 - Liang-Chi Chen, Shu-Qi Yu, Chien-Chung Ho, Wei-Chen Wang, Yung-Chun Li:
Efficient Sanitization Design for LSM-based Key-Value Store over 3D MLC NAND Flash. 72-75 - Marco Lucchese, Massimo Merro, Federica Paci, Nicola Zannone:
Towards A High-interaction Physics-aware Honeynet for Industrial Control Systems. 76-79 - Jianqiang Chen, Qiongxia Huang, Jiebin Zhai, Zhirong Shen:
CCFlash: A Correlation-Aware Compression Approach in Flash Memory. 80-87 - Xiurui Pan, Yue Chen, Shushu Yi, Jie Zhang:
BcBench: Exploring Throughput Processor Designs based on Blockchain Benchmarking. 88-97 - Yajuan Du, Ziye Wang, Yao Zhou, Taiyu Zhou:
Enhancing Polar Codes Efficiency on 3D Flash Memory by Exploiting Multiple Error Variations. 98-105 - Zeno Heeb, Onur Kalinagac, Wissem Soussi, Gürkan Gür:
IoMiRCA: Root cause analysis in IoT-extended 5G microservice environments. 106-108 - Thamilselvam B, Yenda Ramesh, Subrahmanyam Kalyanasundaram, M. V. Panduranga Rao:
Traffic Intersections as Agents: A model checking approach for analysing communicating agents. 109-118
Theme: Distributed Systems: DADS - Dependable, Adaptive, and Secure Distributed Systems Track
- Hanish Gogada, John Ingve Olsen, Hein Meling, Leander Jehl:
An Extensible Framework for Implementing Byzantine Fault-Tolerant Protocols. 121-124 - Tommaso Puccetti, Andrea Ceccarelli, Tommaso Zoppi, Andrea Bondavalli:
Detection of Adversarial Attacks by Observing Deep Features with Structured Data Algorithms. 125-134 - Cláudia Brito, Pedro Ferreira, Bernardo Portela, Rui Oliveira, João Paulo:
SOTERIA: Preserving Privacy in Distributed Machine Learning. 135-142 - Rodrigo Silva, Cláudio Correia, Miguel Correia, Luís E. T. Rodrigues:
Deduplication vs Privacy Tradeoffs in Cloud Storage. 143-151 - Ali Raza, Kim Phuc Tran, Ludovic Koehl, Shujun Li:
Proof of Swarm Based Ensemble Learning for Federated Learning Applications. 152-155 - Chih-Kai Huang, Guillaume Pierre:
Acala: Aggregate Monitoring for Geo-Distributed Cluster Federations. 156-164 - Racin Nygaard, Hein Meling, John Ingve Olsen:
Cost-effective Data Upkeep in Decentralized Storage Systems. 165-173 - João Francisco, Miguel E. Coimbra, Pedro Fernandes Ribeiro Neto, Felix Freitag, Luís Veiga:
Stateful Adaptive Streams with Approximate Computing and Elastic Scaling. 174-183 - Goncalo Baptista, Jaime Correia, André Bento, João Soares, Antonio Ferreira, João Durães, Raul Barbosa, Filipe Araújo:
Defektor: An Extensible Tool for Fault Injection Campaign Management in Microservice Systems. 184-187 - Lorenzo Capra, Michael Köhler-Bußmeier:
Maude Specification of Nets-Within-Nets: A Formal Model of Adaptable Distributed Systems. 188-191 - Johannes Köstler, Hans P. Reiser, Franz J. Hauck, Gerhard Habiger:
Fluidity: Location-Awareness in Replicated State Machines. 192-201
Theme: Distributed Systems: DAPP - Decentralized Applications with Blockchain, DLT and Crypto-Currencies Track
- Ivana Stancíková, Ivan Homoliak:
SBvote: Scalable Self-Tallying Blockchain-Based Voting. 203-211 - Ulysse Pavloff, Yackolley Amoussou-Guenou, Sara Tucci Piergiovanni:
Ethereum Proof-of-Stake under Scrutiny. 212-221 - Kristof Jannes, Vincent Reniers, Wouter Lenaerts, Bert Lagaisse, Wouter Joosen:
DEDACS: Decentralized and dynamic access control for smart contracts in a policy-based manner. 222-230 - Michael Sober, Max Kobelt, Giulia Scaffino, Dominik Kaaser, Stefan Schulte:
Distributed Key Generation with Smart Contracts using zk-SNARKs. 231-240 - Jean-Marc Seigneur, Suzana Mesquita de Borba Maranhão Moreno:
NFT Trust Survey. 241-244 - Francesco Donini, Alessandro Marcelletti, Andrea Morichetta, Andrea Polini:
RESTChain: a Blockchain-based Mediator for REST Interactions in Service Choreographies. 245-248 - Garry Clawson:
A Technology Readiness Level for Blockchain. 249-257 - Soroush Farokhnia, Amir Kafshdar Goharshady:
Alleviating High Gas Costs by Secure and Trustless Off-chain Execution of Smart Contracts. 258-261 - Stefano Bistarelli, Andrea Bracciali, Rick Klomp, Ivan Mercanti:
Towards automated verification of Bitcoin-based decentralised applications. 262-269 - Reyhaneh Rabaninejad, Bin Liu, Antonis Michalas:
PoRt: Non-Interactive Continuous Availability Proof of Replicated Storage. 270-279 - Arthur Rauch:
Student Research Abstract: SplitChain: Blockchain with fully decentralized dynamic sharding resilient to fast adaptive adversaries. 280-283
Theme: Information Systems: DBDM - Databases and Big Data Management Track
- Dimitri Van Landuyt, Julien Benaouda, Vincent Reniers, Ansar Rafique, Wouter Joosen:
A Comparative Performance Evaluation of Multi-Model NoSQL Databases and Polyglot Persistence. 286-293 - Ting-Yu Lin, Tseng-Yi Chen:
HSMR-RAID: Enabling a Low Overhead RAID-5 System over a Host-managed Shingled Magnetic Recording Disk Array. 294-296 - Pawel Boinski, Mariusz Sienkiewicz, Robert Wrembel, Bartosz Bebel, Witold Andrzejewski:
On evaluating text similarity measures for customer data deduplication. 297-300 - Dereje Regassa, Dong Kyu Sung, Sunggon Kim, Heon Young Yeom, Yongseok Son:
EHS: An Efficient Hashing Scheme for Persistent Memory. 301-304 - Sara Zguem, Qichen Chen, Heon Young Yeom:
NF-Log: Revisiting Log Writes in Relational Database for Efficient Persistent Memory Utilization. 305-312 - Styliani Kyrama, Anastasios Gounaris:
Exploring alternatives of Complex Event Processing execution engines in demanding cases. 313-320 - Abdullah Alhajri, Arshad Jhumka, Richard Kirk:
OCC2T: An Early-Read Dual-Track OCC Algorithm For Mixed Mode Systems. 321-330 - Katerina Katsarou, Roxana Jeney, Kostas Stefanidis:
MUTUAL: Multi-Domain Sentiment Classification via Uncertainty Sampling. 331-339
Theme: Information Systems: DM - Data Mining Track
- Thanapol Phungtua-Eng, Yoshitaka Yamamoto, Shigeyuki Sako:
Elastic Data Binning for Transient Pattern Analysis in Time-Domain Astrophysics. 342-349 - Daphne Lenders, Toon Calders:
Real-life Performance of Fairness Interventions - Introducing A New Benchmarking Dataset for Fair ML. 350-357 - Prawaal Sharma, Navneet Goyal, Poonam Goyal, Vishnupriyan R:
A fully automated and scalable Parallel Data Augmentation for Low Resource Languages using image and text analytics. 358-361 - Victor Henrique Silva Ribeiro, Loïc Cerf:
Summarizing Fuzzy Tensors with Sub-Tensors. 362-364 - Ali Norouzifar, Wil M. P. van der Aalst:
Discovering Process Models that Support Desired Behavior and Avoid Undesired Behavior. 365-368 - Loïc Cerf:
Enforcement of Minimal Size and Area Constraints before and while Mining Patterns in Fuzzy Tensors. 369-376 - Chalachew Liyew, Rosa Meo, Elvira Di Nardo, Stefano Ferraris:
Multivariate Time Series Evapotranspiration Forecasting using Machine Learning Techniques. 377-380
Theme: Information Systems: DS - Data Streams Track
- Gabriel Aguiar, Alberto Cano:
An active learning budget-based oversampling approach for partially labeled multi-class imbalanced data streams. 382-389 - Martha Roseberry, Saso Dzeroski, Albert Bifet, Alberto Cano:
Aging and rejuvenating strategies for fading windows in multi-label classification on data streams. 390-397 - Óscar Castellanos-Rodríguez, Roberto R. Expósito, Juan Touriño:
Accelerating the quality control of genetic sequences through stream processing. 398-401 - Paula Raissa Silva, João Vinagre, João Gama:
A DTW Approach for Complex Data A Case Study with Network Data Streams. 402-409 - Tae-Hoon Lee, Hyunju Kim, Dongman Lee:
Transformer based Early Classification for Real-time Human Activity Recognition in Smart Homes. 410-417 - Afonso Lourenço, Jorge Meira, Goreti Marreiros:
Online adaptive learning for out-of-round railway wheels detection. 418-421 - Thiago Andrade, João Gama:
Estimating Instantaneous Vehicle Emissions. 422-424
Theme: Artificial Intelligence and Agents: EC - Applications of Evolutionary Computing Track
- Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca:
Quality Diversity Evolutionary Learning of Decision Trees. 425-432 - Angela Troncoso-García, Alicia Troncoso Lora, Francisco Martínez-Álvarez, María Martínez-Ballesteros:
Evolutionary computation to explain deep learning models for time series forecasting. 433-436 - Alfredo Cuzzocrea, Luigi Canadè, Riccardo Nicolicchia, Luca Roldo:
Optimal Location of Charging Stations for Electric Vehicles: A Theoretically-Sound Heuristic Model. 437-440 - Manuel Jesús Jiménez-Navarro, María Martínez-Ballesteros, Isabel Sofia Brito, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés:
A bioinspired ensemble approach for multi-horizon reference evapotranspiration forecasting in Portugal. 441-448
Theme: System Software and Security: EMBS - Embedded Systems Track
- Nikolaos Andriotis, Alejandro Serrano-Cases, Sergi Alcaide, Jaume Abella, Francisco J. Cazorla, Yang Peng, Andrea Baldovin, Michael Paulitsch, Vladimir Tsymbal:
A Software-Only Approach to Enable Diverse Redundancy on Intel GPUs for Safety-Related Kernels. 451-460 - Roger Pujol, Mohamed Hassan, Hamid Tabani, Jaume Abella, Francisco Javier Cazorla-Almeida:
Tracking Coherence-Related Contention Delays in Real-Time Multicore Systems. 461-470 - Jeremy Jens Giesen León, Enrico Mezzetti, Jaume Abella, Francisco Javier Cazorla-Almeida:
ASCOM: Affordable Sequence-aware COntention Modeling in Crossbar-based MPSoCs. 471-474 - Suman Banerjee, Atharva Tekawade:
A Makespan and Energy-Aware Scheduling Algorithm for Workflows under Reliability Constraint on a Multiprocessor Platform. 475-482 - Tsung-Yen Wang, Shao-Hua Wang, Chia-Heng Tu, Wen-Yew Liang:
CAT: Context Aware Tracing for Rust Asynchronous Programs. 483-492
Theme: Distributed Systems: GIA - Geographical Information Analytics Track
- Fatmaelzahraa Eltaher, Luis Miralles-Pechuán, Jane Courtney, Susan McKeever:
Detecting Road Intersections from Satellite Images using Convolutional Neural Networks. 495-498 - Lilian Berton, Pedro Oliveira, Didier A. Vega-Oliveros:
Graph-based semi-supervised classification for similar wildfire dynamics. 499-506 - Salatiel Dantas Silva, Cláudio Elízio Calazans Campelo, Maxwell Guimarães de Oliveira:
POI types characterization based on geographic feature embeddings. 507-514 - Francesco Lettich, Chiara Pugliese, Chiara Renso, Fabio Pinelli:
A general methodology for building multiple aspect trajectories. 515-517
Theme: Artificial Intelligence and Agents: GMLR - Graph Models for Learning and Recognition Track
- Fattah Muhammad Tahabi, Susan Storey, Xiao Luo:
SymptomGraph: Identifying Symptom Clusters from Narrative Clinical Notes using Graph Clustering. 518-527 - Farouk Damoun, Hamida Seba, Jean Hilger, Radu State:
G-HIN2Vec: Distributed heterogeneous graph representations for cardholder transactions. 528-535 - Paolo Frazzetto, Luca Pasa, Nicolò Navarin, Alessandro Sperduti:
Topology preserving maps as aggregations for Graph Convolutional Neural Networks. 536-543 - Waqar Ali, Sebastiano Vascon, Thilo Stadelmann, Marcello Pelillo:
Quasi-CliquePool: Hierarchical Graph Pooling for Graph Classification. 544-552
Theme: Artificial Intelligence and Agents: HIBIO - Health Informatics and Bioinformatics Track
- Iñaki Amatria-Barral, Jorge González-Domínguez, Juan Touriño:
Parallel construction of RNA databases for extensive lncRNA-RNA interaction prediction. 555-558 - Heithem Sliman, Imen Megdiche, Sami Yangui, Aida Drira, Ines Drira, Elyes Lamine:
A Synthetic Dataset Generation for the Uveitis Pathology Based on MedWGAN Model. 559-566 - Hasan M. Jamil, Kallol Naha:
Mapping Strategies for Declarative Queries over Online Heterogeneous Biological Databases for Intelligent Responses. 567-574 - Jeongho Kim, Yun-Gyoo Lee, Donggeun Ko, Taejune Kim, Soo-Youn Ham, Simon S. Woo:
MGCMA: Multi-scale Generator with Channel-wise Mask Attention to generate Synthetic Contrast-enhanced Chest Computed Tomography. 575-584 - Hitesh Raju, Ankit Sharma, Aoife Smeaton, Alan F. Smeaton:
Automatic Detection of Signalling Behaviour from Assistance Dogs as they Forecast the Onset of Epileptic Seizures in Humans. 585-592 - Yuning Wang, Iman Azimi, Mohammad Feli, Amir M. Rahmani, Pasi Liljeberg:
Personalized Graph Attention Network for Multivariate Time-series Change Analysis: A Case Study on Long-term Maternal Monitoring. 593-598 - Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron:
Diversity-Promoting Ensemble for Medical Image Segmentation. 599-606 - Zahraa Khais Shahid, Saguna Saguna, Christer Åhlund:
Unsupervised Forecasting and Anomaly Detection of ADLs in single-resident elderly smart homes. 607-610 - Santanu Roy, Rahul Khurana:
Mobile Freeze-Net with Attention-based Loss Function for Covid-19 Detection from an Imbalanced CXR Dataset. 611-613 - Cary Xiao, Nam Pham, Erik Imel, Xiao Luo:
Patient-GAT: Sarcopenia Prediction using Multi-modal Data Fusion and Weighted Graph Attention Networks. 614-617 - Xinwei Ji, Tianming Zhao, Wei Li, Albert Y. Zomaya:
Automatic Pain Assessment with Ultra-short Electrodermal Activity Signal. 618-625 - Shafna V, Sd Madhu Kumar:
An ML Model for Mental Health Monitoring using Facial Emotion Detection and Analyzing Social Media Posts. 626-628 - Bailian Sun, Safin Bayes, Abdelrhman Mohamed Abotaleb, Mohamed Hassan:
The Case for tinyML in Healthcare: CNNs for Real-Time On-Edge Blood Pressure Estimation. 629-638
Theme: Information Systems: IAR - Information Access and Retrieval Track
- Otto Benjamin Piramuthu:
Multiple Choice Online Algorithms for Technology-Assisted Reviews. 639-645 - Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando:
On the Effect of Low-Ranked Documents: A New Sampling Function for Selective Gradient Boosting. 646-652 - Emma Louise McDaniel:
Student Research Abstract: Unsupervised Key Term Extraction of Tornado Narratives from NOAA Storm Events Database. 653-656
Theme: Distributed Systems: IE - IoT and Edge Computing Track
- Jui Mhatre, Ahyoung Lee:
MP-DDPG: Optimal Latency-Energy Dynamic Offloading Scheme in Collaborative Cloud Networks. 658-660 - David Fernández Blanco, Frederic Le Mouel, Trista Lin, Julien Ponge:
An Energy-efficient FaaS Edge Computing platform over IoT Nodes: Focus on Consensus Algorithm. 661-670 - Kengo Watanabe, Fumio Machida, Ermeson Carneiro de Andrade, Roberto Pietrantuono, Domenico Cotroneo:
Software Aging in a Real-Time Object Detection System on an Edge Server. 671-678 - Sangil Ha, Euteum Choi, Dongbeom Ko, Sungjoo Kang, Seongjin Lee:
Efficient Resource Augmentation of Resource Constrained UAVs Through EdgeCPS. 679-682 - Yuma Kokubo, Toshiyuki Amagasa:
Dynamic Load Balancing of RDF Reasoning in Fog-Computing Environments. 683-690 - Felipe Rubin, Paulo Silas Severo de Souza, Tiago Ferreto:
Reducing Power Consumption during Server Maintenance on Edge Computing Infrastructures. 691-698 - Lucas Caetano Pereira, Bruna Guterres, Kauê Sbrissa, Amanda Mendes, Francisca Vermeulen, Lisl Lain, Marié Smith, Javier Martinez, Paulo Drews Jr., Nelson Duarte Filho, Vinícius Menezes de Oliveira, Silvia Botelho, Marcelo Pias:
The not-so-easy task of taking heavy-lift ML models to the edge: a performance-watt perspective. 699-706 - Alexandre Moreira Nascimento, Vinícius Veloso de Melo, Márcio P. Basgalupp:
Swapping training optimizers and tiny partial datasets to improve performance of lighter neural networks for edge devices. 707-714 - Christian Esposito, Chang Choi:
Design and Implementation of a Blockchain-based e-Voting system by using the Algorand platform. 715-723 - Geon Kim, Hyunju Kim, Dongman Lee:
Towards Deployment of Mobile Robot driven Preference Learning for User-State-Specific Thermal Control in A Real-World Smart Space. 724-731 - Fernando Oliveira:
Student Research Abstract: A Hybrid Approach to Design Embedded Software Using JavaScript's Non-blocking Principle. 732-735
Theme: Distributed Systems: INTOP - Interoperability Track
- Jahoon Koo, Giluk Kang, Young-Gab Kim:
Interoperable Access Control Framework for Services Demanding High Level Security among Heterogeneous IoT Platforms. 737-740 - Mersedeh Sadeghi, Alessio Carenini, Óscar Corcho, Matteo Rossi, Riccardo Santoro, Andreas Vogelsang:
Interoperability of Heterogeneous Systems of Systems: Review of Challenges, Emerging Requirements and Options. 741-750 - Seungjoo Lee, Seokho Ahn, Young-Duk Soe:
Relation Modeling on Knowledge Graph for Interoperability in Recommender Systems. 751-758 - Muhammad Salman, Young-Duk Soe, Youngtae Noh:
WiFi-enabled Occupancy Monitoring in Smart Buildings with a Self-Adaptive Mechanism. 759-762 - Fábio Basso, Bruno Marcelo Soares Ferreira, Rafael Torres, Rafael Z. Frantz, Diego Kreutz, Maicon Bernardino, Elder de Macedo Rodrigues:
Model-Driven Integration and the OSLC Standard: a Mapping of Applied Studies. 763-770