Conference Program
Monday, May 6 |
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| Monday, May 6, 8:30am-9am | |
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Registration |
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| Monday, May 6, 9am-10am | |
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IWOSEMCS (W) Room: Aria A Session chair: Joanna Kolodziej |
Evasion attacks on ML in domains with nonlinear constraints
Mateusz Krzyszton, Bartosz Bok, Pawel Zakieta and Joanna Kolodziej |
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DroMPI: Parallel Computation Over Drop Computing
George-Mircea Grosu, Silvia-Elena Nistor, Radu-Ioan Ciobanu, Ciprian Dobre and Florin Pop |
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Cloud6G (W) Room: Aria B |
Modeling User Behavior with Reduced Canonical Form (RCF): Exploring the Future with Human Machine Interface (HMI) for ITS
Shivatmica Murgai and Sharv Murgai |
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Network Slicing for Beyond 5G Networks using Machine Learning
Eleni Aloupogianni, Charalampos Karyotis, Tomasz Maniak, Rahat Iqbal, Nikos Passas, Zoran Vujicic and Faiyaz Doctor |
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QUICK (W) Room: Maestro A |
CLAP: Cost and Latency-Aware Placement of microservices on the computing continuum
Kunal Rao, Giuseppe Coviello and Srimat Chakradhar |
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Towards an Integrated Performance Framework for Fire Science and Management Workflows
Hena Ahmed, Ravi Shende, Ismael Perez, Daniel Crawl, Sheets Purawat Ilkay and Altintas |
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ET-EDGE (W) Room: Maestro B |
Design and Development of a Novel Bio-Inspired VM Placement in Green Cloud Computing Environment
Nirmal Kr Biswas, Sourav Banerjee and Uttam Ghosh |
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Zerologon Explored: In-Depth Analysis and Mitigation Strategies for Microsoft's Critical Vulnerability
Hongxiang He, Josh Self, Kleton French, Suman Bhunia, Mohammed Salman and Paulo Regis |
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SioTec (W) Room: Concerto A |
Building Trust in Data for IoT Systems
Davide Margaria, Alberto Carelli and Andrea Vesco |
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IoTell: A Privacy-Preserving Protocol for Large-scale Monitoring of IoT Security Status
Yongwoo Oh, Michael Hu Yiqing, Xin Zhe Khooi, Jehyun Lee, Dinil Mon Divakaran and Min Suk Kang |
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| Monday, May 6, 10am-10:30am | |
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Coffee break Room: Overture |
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| Monday, May 6, 10:30am-12pm | |
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IWOSEMCS (W) Room: Aria A Session chair: Joanna Kolodziej |
Securing ML-based Android Malware Detectors: A Defensive Feature Selection Approach against Backdoor Attacks
Bartłomiej Marek, Kacper Pieniazek, Filip Ratajczak, Wojciech Adamczyk, Bartosz Bok and Mateusz Krzyszton |
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Computation Augmentation Techniques for Computing Continuum
Silvia-Elena Nistor, George-Mircea Grosu, Radu-Ioan Ciobanu, Joanna Kolodziej and Florin Pop |
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Cloud6G (W) Room: Aria B |
An AI Driven Pipeline for 6G Enabled Digital Creatives Identification, Performance Monitoring and Arbitration
Varun Dutt, Lucas Galan, Faiyaz Doctor, Lina Barakat, Kate Isaacs, Aldo Fumagalli and Demetris Hadjigeorgiou |
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Efficient DDoS Attack Detection through Lightweight Deep Learning Model in Cloud Computing Environment
Brij B. Gupta, Akshat Gaurav, Varsha Arya and Kwok Tai Chui |
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Deep Neural Network Framework for the Identification of Smoking Events in 6G and Cloud-Enabled Smart Cities
Brij B. Gupta, Kwok Tai Chui, Akshat Gaurav and Jinsong Wu |
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QUICK (W) Room: Maestro A |
Leveraging ICTs for Effective COVID-19 Pandemics Management: Insights from a Health Information System Implementation in Cyprus
Panayiotis Kolios, Maria Anastasiadou, Philippos Isaia, Christos Laoudias and Demetris Eliades |
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Collaborative services for Crowd Safety systems across the Edge-Cloud Computing Continuum
Daniel Balouek and Julien Pettre |
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Data Operational Driven AI-based Architecture for Natural Disaster Management
Serena Sebbio, Lorenzo Carnevale, Daniel Balouek, Antonino Galletta, Manish Parashar and Massimo Villari |
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ET-EDGE (W) Room: Maestro B |
Analyzing the Impact and Implications of COMB: A Comprehensive Study of 3 Billion Breached Credentials
Chloe Stejskal, Alexander Perminov, Aaron Lester, Suman Bhunia, Mohammed Salman and Paulo Regis |
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A Generative AI Approach for Ensuring Data Integrity, Security, and Resilience in Fintech Systems
Pushpita Chatterjee, Debashis Das and Danda B Rawat |
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Exploring the CAM4 Data Breach: Security Vulnerabilities and Response Strategies
Jacon Sorn, Patrick Carroll, Zachary Pang, Suman Bhunia, Mohammed Salman and Paulo Regis |
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SioTec (W) Room: Concerto A |
Strategy for Modeling Threats in 5G and B5G Networks
Saman Tariq, Eva Rodriguez, Xavi Masip, Panos Trakadas, Admela Jukan and Diego R.Lopez |
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Lattice-Based Efficient Certificateless Public Auditing Scheme from RLWE for Cloud Storage
Renuka Cheeturi, Syam Kumar Pasupuleti and Rashmi Ranjan Rout |
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Securing the Connected World: Fast and Byzantine Fault Tolerant Protocols for IoT, Edge, and Cloud Systems
Ahmed Alsalih and Yongge Wang |
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| Monday, May 6, 12pm-1:30pm | |
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Lunch break @ Jean's Cafe
Location: Do not forget to bring your lunch ticket! |
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| Monday, May 6, 1:30pm-3pm | |
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Cloud6G (W) Room: Aria B |
A Digital Avatar System for Telepresence Services in 6G Toward HolNetVerse
Varvara Mineeva, Alexander Zhitov, Artem Volkov, Ammar Muthanna and Andrey Koucheryavy |
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QUICK (W) Room: Maestro A |
Distributed Computing Systems and Approaches for Polar Science Research: An Interdisciplinary Systematic Review
Pradeeban Kathiravelu and Ryan Birmingham |
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ET-EDGE (W) Room: Maestro B |
Enhancing the Energy Efficiency with DURGA, a Novel Geographical Load Balancer
Tathagata Bhattacharya, Vivek Tanniru and Subhashis Majumder |
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SioTec (W) Room: Concerto A |
Enhancing Cloud Security through Efficient Polynomial Approximations for Homomorphic Evaluation of Neural Network Activation Functions
Bernardo Pulido-Gaytan, Andrei Tchernykh, Mikhail Babenko, Jorge M. Cortés-Mendoza, Horacio González-Vélez and Arutyun Avetisyan |
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Damage Assessment in Fog Computing Systems: A Blind Write Lineage Approach
Mariha Siddika Ahmad and Brajendra Panda |
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Protect On-device Machine Learning with RISC-V based Multi-Enclave TEE
Yongzhi Wang and Venkata Boggaram |
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| Monday, May 6, 3pm-3:30pm | |
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Coffee break |
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| Monday, May 6, 3:30pm-5pm | |
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SioTec (W) Room: Concerto A |
Towards a Standardized Data Framework for Threat Detection in Smart Homes
Jess N Kropczynski, Nathan Elrod, Pranav Mahajan, Amir Reza Asadi, Jacob T Koch, Sunkanmi Oluwadare and Lily E Botsyoe |
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Leveraging CNNs to detect Logs anomalies: an experimental study
Antonino Galletta, Alessio Catalfamo and Massimo Villari |
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Tuesday, May 7 |
Back to top |
| Tuesday, May 7, 8am-8:30am | |
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Registration |
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| Tuesday, May 7, 8:30am-9am | |
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Opening Room: Symphony ballroom |
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| Tuesday, May 7, 9am-10am | |
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Keynote Room: Symphony ballroom Session chair: Jie Wu |
Keynote dr. Xian-He SunAI & Data: Challenges and Opportunities in Computer System ResearchMore info |
| Tuesday, May 7, 10am-10:30am | |
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Coffee break Room: Overture |
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| Tuesday, May 7, 10:30am-12:00pm | |
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ICFEC #1 Room: Symphony ballroom |
AMBIT: An Efficient Pruning Technique in Federated Learning for Edge Computing Systems
Mohammad Emad Hammami, Peiyuan Guan, Amir Taherkordi, Dapeng Lan and Amin Shakraki |
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Asynchronous Federated Split Learning
Brigitte Jaumard, Junior Momo Ziazet, Rafael Almeida Albuquerque, Leonardo Pereira Dias, Konstantinos Vandikas, Selim Ickin, Carlos Natalino, Lena Wosinska, Paolo Monti and Elaine Wong |
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Federated Learning Deployments of Industrial Applications on Cloud, Fog, and Edge Resources
Thomas Blumauer-Hiessl, Stefan Schulte, Safoura Rezapour Lakani, Alexander Keusch, Elias Pinter, Thomas Kaufmann and Daniel Schall |
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Future Compute Continuum and Seamless Ecosystems #1 Room: Aria AB Session chair: Vincenzo De Maio |
Efficient and Budget-Balanced Decentralized Management of Federated Cloud and Edge Providers
George Darzanos, Thanasis Papaioannou and George D. Stamoulis |
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Leveraging Multi-Modal Data for Efficient Edge Inference Serving
Joel Wolfrath, Anirudh Achanta and Abhishek Chandra |
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Benchmarking Performance of MQTT Broker Implementations in Compute Continuum
Admela Jukan, Jasenka Dizdarevic, Xavier Masip, Francesco D'Andria D'Andria and Marc Michalke |
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High-throughput Real-time Edge Stream Processing with Topology-Aware Resource Matching
Peng Kang, Samee Khan, Xiaobo Zhou and Palden Lama |
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Software Systems and Platforms #1 Room: Maestro AB Session chair: Jing Wang |
Brug: An Adaptive Memory (Re-)Allocator
Weikang Weng, Alexandru Uta and Jan S. Rellermeyer ⭐ Nominated for the Best-Paper Award! |
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Tackling Memory Footprint Expansion During Live Migration of Virtual Machines
Roja Eswaran, Mingjie Yan and Kartik Gopalan |
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Workload-Aware Live Migratable Cloud Instance Detector
Junho Lim, Kyunghwan Kim and Kyungyong Lee |
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Causality Enhanced Graph Representation Learning for Alert-Based Root Cause Analysis
Zhaoyang Yu, Qianyu Ouyang, Changhua Pei, Xin Wang, Wenxiao Chen, Liangfei Su, Huai Jiang, Xuanrun Wang, Jianhui Li and Dan Pei |
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ML for Systems and Systems for ML #1 Room: Concerto AB Session chair: Ganesh Gopalakrishnan |
Scheduling with Fully Compressible Tasks: Application to Deep Learning Inference with Neural Network Compression
Tiago Da Silva Barros, Frederic Giroire, Ramon Aparicio-Pardo, Stephane Perennes and Emanuele Natale |
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Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments
Mohak Chadha, Alexander Jensen, Jianfeng Gu, Osama Abboud and Michael Gerndt |
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Rapid Deployment of DNNs for Edge Computing via Structured Pruning at Initialization
Bailey Eccles, Leon Wong and Blesson Varghese |
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Multi-view Negative-Free Contrastive Learning on Adaptive Graph Augmentation
(presented online) Xingyue Wang, Huazhong Liu and Jihong Ding |
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| Tuesday, May 7, 12pm-1:30pm | |
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Lunch break @ Jean's Cafe
Location: Do not forget to bring your lunch ticket! |
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| Tuesday, May 7, 1:30pm-2:30pm | |
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Keynote Room: Symphony ballroom Session chair: Beth Plale |
Keynote dr. Lavanya RamakrishnanEmpowering Scientific Discoveries through Innovative Synergy of Workflows, Data, Artificial Intelligence, and HumansMore info |
| Tuesday, May 7, 2:30pm-3:30pm | |
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ICFEC #2 Room: Symphony ballroom |
A Real-World Testbed for V2X in Autonomous Vehicles: From Simulation to Actual Road Testing
Ammar Elmoughazy, Khalid Elgazzar and Sanaa Alwidian |
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Distributed Misbehavior Detection System for Cooperative Driving Networks
Wassila Lalouani and Abdullahi Modibbo Abdullahi |
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Future Compute Continuum and Seamless Ecosystems #2 Room: Aria AB Session chair: Kyungyong Lee |
A Cross-Architecture Evaluation of WebAssembly in the Cloud-Edge Continuum
Sangeeta Kakati and Mats Brorsson |
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A Formal Modeling and Verification Approach for IoT-Cloud Resource-Oriented Applications
Yassmine Gara Hellal, Lazhar Hamel and Mohamed Graiet |
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Jingle: IoT-Informed Autoscaling for Efficient Resource Management in Edge Computing
Yixuan Wang, Abhishek Chandra and Jon Weissman |
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Software Systems and Platforms #2 Room: Maestro AB Session chair: Matthew Curry |
vASP: Full VM Life-cycle Protection Based on Active Security Processor Architecture
Jiayun Chen, Qihang Zhou, Weijuan Zhang, Nan Jiang, Yamin Xie and Xiaoqi Jia |
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COTuner: Joint Optimization of Resource Configuration and Software Parameters for Recurring Streaming Jobs on the Cloud
(presented online) Hui Dou, Shanshan Zhu, Yuxuan Zhou, Yiwen Zhang, Jicheng Mei, Yang Wu and Jiaqing Dai |
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SWEETSPOTVM: Oversubscribing CPU without Sacrificing VM Performance
Pierre Jacquet, Thomas Ledoux and Romain Rouvoy |
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ML for Systems and Systems for ML #2 Room: Concerto AB Session chair: Roja Eswaran |
Efficient Data-Parallel Continual Learning with Asynchronous Distributed Rehearsal Buffers
Thomas Bouvier, Bogdan Nicolae, Hugo Chaugier, Alexandru Costan, Ian Foster and Gabriel Antoniu |
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Is the powersave governor really saving power?
Darong Huang, Luis Costero and David Atienza |
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Dual Adaptive Compression for Efficient Communication in Heterogeneous Federated Learning
(presented online) Yingchi Mao, Zibo Wang, Chenxin Li, Jiakai Zhang, Shufang Xu and Jie Wu |
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| Tuesday, May 7, 3:30pm-4pm | |
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Coffee break Room: Overture |
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| Tuesday, May 7, 4pm-5:30pm | |
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ICFEC Poster Session Room: Symphony ballroom |
IoTSimSecure: Towards an IoT Simulator Supporting Cyber-Threat Detection Algorithms
Reham Almutairi, Giacomo Bergami and Graham Morgan |
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A Hybrid-Cloud Autoencoder Ensemble Method for BotNets Detection on Edge Devices
Steven Arroyo and Shen-Shyang Ho |
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Computation Offloading for Precision Agriculture using Cooperative Inference
Shen-Shyang Ho, Paolo Rommel Sanchez, Nicholas Bovee, Suraj Bitla, Gopi Krishna Patapanchala and Stephen Piccolo |
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SplitTracer: A Cooperative Inference Evaluation Toolkit for Computation Offloading on the Edge
Nicholas Bovee, Stephen Piccolo, Suraj Bitla, Gopi Krishna Patapanchala and Shen-Shyang Ho |
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CCGRID Poster Session Room: Aria AB Session chair: Suman Bhunia |
A Preparing Approach to Manipulating Nested Data Structures
Jeffrey Myers and Yaser Mowafi |
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Power of Insensitivity: Fixing Threshold Truncation of Switch Buffer Management Policies
Yuan Lu, Dinghuang Hu, Guannan Zhang, Jie Shen and Dezun Dong |
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PLANT GUARD: AI-ENHANCED PLANT DISEASES DETECTION FOR SUSTAINABLE AGRICULTURE
Gokulachandru S, Bharathkumar V, Mohamad Yusuf M and Arulmurugan S |
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Software Systems and Platforms #3 Room: Maestro AB Session chair: Joel Wolfrath |
Elasticity in a Task-based Dataflow Runtime Through Inter-node GPU Work Stealing
Joseph John and Josh Milthorpe |
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Improving the Efficiency of Serverless Computing via Core-Level Power Management
Du Liu, Jing Wang, Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Xiaoxiang Shi and Minyi Guo |
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SLO-Power: SLO and Power-aware Elastic Scaling for Web Sevices
Mehmet Savasci, Abel Souza, Li Wu, David Irwin, Ahmed Ali-Eldin and Prashant Shenoy |
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HUILLY: A Non-Blocking Ingestion Buffer for Timestepped Simulation Analytics
Xiaorui Du, Andrea Piccione, Adriano Pimpini, Stefano Bortoli, Alois Knoll and Alessandro Pellegrini |
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ML for Systems and Systems for ML #3 Room: Concerto AB Session chair: Xinyi Li |
Preserving Near-Optimal Gradient Sparsification Cost for Scalable Distributed Deep Learning
Daegun Yoon and Sangyoon Oh |
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Federated Semi-Supervised Learning with Local and Global Updating Frequency Optimization
(presented online) Xin Hang, Yang Xu, Hongli Xu, Yunming Liao and Lun Wang |
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CNN Training Latency Prediction Using Hardware Metrics on Cloud GPUs
Yoonseo Hur and Kyungyong Lee |
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Accelerating Large Language Model Training with Hybrid GPU-based Compression
Lang Xu, Quentin Anthony, Qinghua Zhou, Nawras Alnaasan, Radha Raju Gulhane, Aamir Shafi, Hari Subramoni and Dhabaleswar K. Panda |
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| Tuesday, May 7, 5:30pm-7pm | |
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Reception Room: Symphony ballroom |
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Wednesday, May 8 |
Back to top |
| Wednesday, May 8, 8:30am-9am | |
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Registration |
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| Wednesday, May 8, 9am-10am | |
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Keynote Room: Symphony ballroom Session chair: Alexandru Iosup |
Keynote dr. Samuel KounevServerless Computing: An Old Wine in New Bottles or More?More info |
| Wednesday, May 8, 10am-10:30am | |
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Coffee break Room: Overture |
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| Wednesday, May 8, 10:30am-12pm | |
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ICFEC #4 Room: Symphony ballroom |
Migration of Isolated Application Across Heterogeneous Edge Systems
Marius Kreutzer, Maximilian Seidler, Konstantin Dudzik, Victor Pazmino Betancourt and Jürgen Becker |
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Synergizing Fuzzy-based Task Offloading with Machine Learning-driven Forecasting for IoT
Andras Markus, Valentin Daniel Hegedus, József Dániel Dombi and Attila Kertesz |
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Reinforcement Learning-driven Data-intensive Workflow Scheduling for Volunteer Edge-Cloud
Motahare Mounesan, Mauro Lemus Alarcon, Hemanth Yeddulapalli, Prasad Calyam and Saptarshi Debroy |
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Applications and Workflows #1 Room: Aria AB Session chair: Peng Kang |
EnC-IoT: An Efficient Encryption and Access Control Framework based on IPFS for Decentralized IoT
Mansub Song, Minji Lee, Sunggon Kim, Hyeonsang Eom and Yongseok Son |
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STRonG: System Topology Risk Analysis on Graphs
Lars Schneidenbach, Sandhya Koteshwara, Apoorve Mohan, Martin Ohmacht and Eun Kyung Lee |
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SMART: Serverless Module Analysis and Recognition Technique in Managed Environments
Adi Ashkenazi, Edita Grolman, Aviad Elyashar, Dudu Mimran, Oleg Brodt, Yuval Elovici and Asaf Shabtai |
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Hardware Systems and Networking #1 Room: Maestro AB Session chair: Marcelo Carvalho |
Towards Better QoS and Lower Costs of P4 EIPGateway at the Edge
Ming Yang, Xin Yang, Liang Xu, Yefei Hou, Long Xie and Yong Wang |
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AppSteer: Framework for Improving Multicore Scalability of Network Functions via Application-aware Packet Steering
Ashwin Kumar, Rajneesh Katkam, Pranav Chaudhary, Priyanka Naik and Mythili Vutukuru |
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A Hybrid Solution to Provide End-to-End FlowControl and Congestion Management in High-Performance Interconnection Networks
Alberto Merino, Jesus Escudero-Sahuquillo, Pedro Javier Garcia, Francisco J. Quiles, Fei Chen, Yunping Lyu, Long Yan and Jose Duato |
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CMB: A Configurable Messaging Benchmark to Explore Fine-Grained Communication
W. Pepper Marts, Donald A. Kruse, Matthew G. F. Dosanjh, Whit Schonbein, Scott Levy and Patrick G. Bridges |
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Performance Monitoring, Modeling, Analysis, and Benchmarking #1 Room: Concerto AB Session chair: Vincent Lannurien |
Characterizing and Filtering Timing Fluctuations in Short-Interval Performance Measurements
Qiucheng Liao and James Lin 🏆 Winner of the Best-Paper Award! |
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TianheStar: Orchestrating SSSP Applications on Tianhe Supercomputer
(presented online) Xinbiao Gan, Qian Tang, Xiong Feng, Shijie Li, Bo Yang and Tiejun Li |
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A Multi-Level, Multi-Scale Visual Analytics Approach to Assessment of Multifidelity HPC Systems
Shilpika Shilpika, Bethany Lusch, Murali Emani, Filippo Simini, Venkatram Vishwanath, Michael Papka and Kwan-Liu Ma |
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XFBench: A Cross-Cloud Benchmark Suite for Evaluating FaaS Workflow Platforms
Varad Kulkarni, Nikhil Reddy, Tuhin Khare, Harini Mohan, Jahnavi Murali, Mohith A, Ragul B, Sanjai Balajee, Sanjjit S, Swathika Durairaj, Vaishnavi S, Yashasvee V, Chitra Babu, Abhinandan S Prasad and Yogesh Simmhan |
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| Wednesday, May 8, 12pm-1:30pm | |
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Lunch break @ Jean's Cafe
Location: Do not forget to bring your lunch ticket! |
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| Wednesday, May 8, 1:30pm-2:30pm | |
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Keynote Room: Symphony ballroom Session chair: Xubin He |
Keynote dr. Remzi Arpaci-DusseauA Separate Piece: On The Utility of Key/Value SeparationMore info |
| Wednesday, May 8, 2:30pm-3:30pm | |
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ICFEC #5 Room: Symphony ballroom |
VATE: Edge-Cloud System for Object Detection in Real-Time Video Streams
Maximilian Maresch and Stefan Nastic |
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Enabling Adaptive Video Streaming via Content Steering on the Edge-Cloud Continuum
Eduardo Gama, Roberto Rodrigues-Filho, Edmundo Madeira, Roger Immich and Luiz F. Bittencourt |
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Computer Science Education Room: Aria AB Session chair: Mehmet Savasci |
Reviving Storage Systems Education in the 21st Century — An experience report
Animesh Trivedi, Matthijs Jansen, Krijn Doekemeijer, Sacheendra Talluri and Nick Tehrany ⭐ Nominated for the Best-Paper Award! |
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Training Future Computer Scientists for the Challenges of HPC in the Post-Moore Era
Vincenzo De Maio, Meerzhan Kanatbekova, Felix Zilk, Nicolai Friis, Tobias Guggemos and Ivona Brandic |
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Hardware Systems and Networking #2 Room: Maestro AB Session chair: Marcelo Carvalho |
PireSPM: Efficient and Recoverable SecurePersistent Memory for Multi-cores
(presented online) Weijie Huang, Bohong Zhu and Jiwu Shu |
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FTTN: Feature-Targeted Testing for Numerical Properties of NVIDIA & AMD Matrix Accelerators
Xinyi Li, Ang Li, Bo Fang, Katarzyna Swirydowicz, Ignacio Laguna and Ganesh Gopalakrishnan |
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A Bandwidth-Optimal All-to-All Communication in Two-Dimensional Fully Connected Network
Kien Trung Pham, Thao Nguyen Truong and Michihiro Koibuchi |
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Distributed and Parallel Storage Systems #1 Room: Concerto AB Session chair: Suren Byna |
Efficiently Reducing Storage Footprint in Reproducible Containers via I/O Specialization
Rohan Tikmany, Prashant Kumar, Aniket Modi, Raffay Atiq, Moaz Reyad, Ashish Gehani and Tanu Malik |
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Dataplug: Unlocking extreme data analytics with on-the-fly dynamic partitioning of unstructured data
Aitor Arjona Pérez, Pedro Garcia Lopez and Daniel Barcelona-Pons |
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ZUFS: Enhancing Stability and Endurance in Mobile Devices with Integrated Zoned Namespaces in Universal Flash Storage
(presented online) Pengbo Yan, Bohong Zhu, Zhirong Shen and Jiwu Shu |
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| Wednesday, May 8, 3:30pm-4pm | |
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Coffee break Room: Overture |
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| Wednesday, May 8, 4pm-5:30pm | |
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ICFEC #6 Room: Symphony ballroom |
Thinking out of replication for geo-distributing applications: the sharding case
Geo Johns Antony, Marie Delavergne, Adrien Lebre and Matthieu Rakotojaona Rainimangavelo |
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WoW-IO: a Gaming-Based Storage Trace Generator for Edge Computing
Oleg Kolosov, Tom Herman, Ido Zohar and Gala Yadgar |
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Knowledge Distillation Based on Monoclass Teachers in Edge Infrastructure Using Unlabeled Data
Cédric Maron, Virginie Fresse, Karynn Morand and Freddy Havart |
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SCALE challenge Room: Aria AB Session chair: Jean Luca Bez |
Sub-model Parallelism: A Scale-out Deployment Method for Large Multi-modal DNNS
Tianhao Huang, Lingyu Sun, Xiaofeng Hou, Xiaozhi Zhu, Xinfeng Xia, Yutong Wang, Mingxi Chen and Chao Li |
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A Distributed, Asynchronous Algorithm for Large-Scale Internet Network Topology Analysis
Youssef Elmougy, Akihiro Hayashi and Vivek Sarkar 🏆 Winner of the SCALE Challenge! |
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Doctoral Symposium Room: Maestro AB Session chair: Key Liao |
Discovery of Floating-Point Differences Between NVIDIA and AMD GPUs
Xinyi Li, Ang Li, Bo Fang, Kasia Swirydowicz, Ignacio Laguna and Ganesh Gopalakrishnan |
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Towards an Intelligent Framework for Scientific Computational Steering in Big Data Systems
Yijie Zhang and Chase Wu |
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Towards Holistic Resource Management for Serverless Platforms
Amit Samanta |
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Data Sharing-Aware Task Allocation in Edge Computing Systems
Sanaz Rabinia Haratbar and Daniel Grosu |
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Incorporating Memory Sharing-awareness in Multi-VM Live Migration
Roja Eswaran, Mingjie Yan and Kartik Gopalan |
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Performance Monitoring, Modeling, Analysis, and Benchmarking #2 Room: Concerto AB Session chair: Wei Zhang |
CINDA: Don't Ignore Instructions When Cloning Memory Access Behavior
Wenhai Lin, Yiquan Chen, Zhen Jin, Jiexiong Xu, Peiyu Liu, Shishun Cai, Yuzhong Zhang, Jingchang Qin, Yiquan Lin and Wenzhi Chen |
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BlueJay: A Platform to Quantifying the Impact of Memory Latency on Datacenter Applications Performance
Jingchang Qin, Yiquan Chen, Shishun Cai, Wenhai Lin, Jiexiong Xu, Zhen Jin, Lifa Cao, Zijie Zheng, Yuzhong Zhang, Yi Chen and Wenzhi Chen |
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Quantifying and Modeling Irregular MPI Communication
Carson Woods, Derek Schafer, Patrick Bridges and Anthony Skjellum |
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HAPPIES: a History-Aware Efficient Cloud Resource Overcommitment System
Ziwei Huang, Shibo Tang, Zihao Chang, Lin Tan, Qichao Lu, Jian Ouyang, Wenbin Lv, Zhicheng Yao, Yungang Bao and Sa Wang |
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| Wednesday, May 8, 6:30pm-10pm | |
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Banquet @ Estia Restaurant
Location: Do not forget to bring your banquet ticket! |
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Thursday, May 9 |
Back to top |
| Thursday, May 9, 8:30am-9am | |
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Registration |
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| Thursday, May 9, 9am-10am | |
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Distributed and Parallel Storage Systems #2 Room: Aria AB Session chair: Wei Zhang |
HeROcache: Storage-Aware Scheduling in Heterogeneous Serverless Edge -- The Case of IDS
Vincent Lannurien, Camélia Slimani, Laurent D'Orazio, Olivier Barais, Stéphane Paquelet and Jalil Boukhobza |
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Hades: A Context-Aware Active Storage Framework for Accelerating Large-Scale Data Analysis
Jaime Cernuda, Luke Logan, Ana Gainaru, Scott Klasky, Jay Lofstead, Anthony Kougkas and Xian-He Sun |
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IDIOMS: Index-powered Distributed Object-centric Metadata Search for Scientific Data Management
Wei Zhang, Houjun Tang and Suren Byna |
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ML for Systems and Systems for ML #4 Room: Maestro AB Session chair: FNU SHILPIKA |
A Clustering-Oriented Method for Open-Domain Named Entity Recognition
Jiahui Li, Diange Zhou, Yilin Duan, Hong Yao and Xinchuan Li |
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Intelligent Data Source Emission Rate Control for Optimising the Performance of Streaming Applications
(presented online) Ziren Xiao, Maria Rodriguez and Christopher Leckie |
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Opportunistic Energy-Aware Scheduling for Container Orchestration Platforms Using Graph Neural Networks
Philipp Raith, Gourav Rattihalli, Aditya Dhakal, Sai Rahul Chalamalasetti, Dejan Milojicic, Eitan Frachtenberg, Stefan Nastic and Schahram Dustdar |
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| Thursday, May 9, 10am-10:30am | |
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Coffee break Room: Overture |
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| Thursday, May 9, 10:30am-12pm | |
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Scheduling and Workflows Room: Aria AB Session chair: Vincent Lannurien |
Improved Parallel Application Performance and Makespan by Colocation and Topology-aware Process Mapping
Ioannis Vardas, Sascha Hunold, PhilippeSwartvagher and Jesper Larsson Träff |
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Fair, Efficient Multi-Resource Scheduling for Stateless Serverless Functions with Anubis
Amit Samanta and Ryan Stutsman |
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Workflow Mini-Apps: Portable, Scalable, Tunable & Faithful Representations of Scientific Workflows
Ozgur O Kilic, Tianle Wang, Matteo Turilli, Mikhail Titov, Andre Merzky, Line Pouchard and Shantenu Jha |
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Multi-Objective Optimization for Joint Task Scheduling and Data Placement in Edge-based AIoT Systems: A Learning-Based Approach
(presented online) Mingyan Fang, Xiao Liu, Jia Xu, Aiting Yao, Fengjie Tang and Xuejun Li |
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AI and Edge Room: Maestro AB Session chair: Jaime Cernuda Garcia |
DeepVM: Integrating Spot and On-Demand VMs for Cost-Efficient Deep Learning Clusters in the Cloud
Yoochan Kim, Kihyun Kim, Yonghyeon Cho, Jinwoo Kim, Awais Khan, Ki-Dong Kang, Baik-Song An, Myung-Hoon Cha, Hong-Yeon Kim and Youngjae Kim |
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MDSTGCN: Multi-Scale Dynamic Spatial-Temporal Graph Convolution Network With Edge Feature Embedding for Traffic Forecasting
(presented online) Sijia Liu, Hui Xu, Fanyu Meng and Qianqian Ren |
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Demystifying Swarm Learning: An Emerging Decentralized Federated Learning System
(presented online) Jialiang Han, Yudong Han, Ying Zhang, Xiang Jing and Yun Ma |
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MQTT2EdgePeer: a Robust and Scalable Brokerless Peer-to-Peer Edge Middleware for Topic-Based Publish/Subscribe
Saeed Rahmani, Amir Ali-Pour, Camille Coti and Julien Gascon-Samson |
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