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25th Middleware 2024: Hong Kong, SAR, China

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Jiannong Cao, Zhi Jin, Valerio Schiavoni, Janick Edinger:
Proceedings of the 25th International Middleware Conference, MIDDLEWARE 2024, Hong Kong, SAR, China, December 2-6, 2024. ACM 2024, ISBN 979-8-4007-0623-3
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Tianyu Li, Yingpeng Chen, Donghui Yu, Yuanyuan Zhang, Bert Lagaisse:
Enhancing Effective Bidirectional Isolation for Function Fusion in Serverless Architectures. 1-7
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Vincenzo Gulisano, Marina Papatriantafilou, Alessandro Margara:
On the Semantic Overlap of Operators in Stream Processing Engines. 8-21
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Dimitrios Tomaras, Sebastian Buschjäger, Vana Kalogeraki, Katharina Morik, Dimitrios Gunopulos:
STRATA: Random Forests going Serverless. 22-35
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Zizhao Mo, Huanle Xu, Wing Cheong Lau:
Optimal Resource Efficiency with Fairness in Heterogeneous GPU Clusters. 36-48
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Olivier Michaelis, Stefan Schmid, Habib Mostafaei:
L3: Latency-aware Load Balancing in Multi-Cluster Service Mesh. 49-61
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Sengming Yeoh, Xiaoguang Wang, Jae-Won Jang, Binoy Ravindran:
sMVX: Multi-Variant Execution on Selected Code Paths. 62-73
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Myungjun Son, Gulsum Gudukbay Akbulut, Mahmut Taylan Kandemir:
SpotVerse: Optimizing Bioinformatics Workflows with Multi-Region Spot Instances in Galaxy and Beyond. 74-87
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Herbert Woisetschläger, Alexander Erben, Ruben Mayer, Shiqiang Wang, Hans-Arno Jacobsen:
FLEdge: Benchmarking Federated Learning Applications in Edge Computing Systems. 88-102
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Djob Mvondo, Tong Xing, Antonio Barbalace:
UTwinVM: Reliable hints on the effects of hypervisor updates on VMs in the Cloud. 103-116
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Anna Maria Nestorov, Diego Marrón, Alberto Gutierrez-Torre, Chen Wang, Claudia Misale, Alaa Youssef, David Carrera, Josep Lluís Berral:
Dexter: A Performance-Cost Efficient Resource Allocation Manager for Serverless Data Analytics. 117-130
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Manasvini Sethuraman, Anirudh Sarma, Netra Ghaisas, Adwait Bauskar, Ashutosh Dhekne, Anand Sivasubramaniam, Kishore Ramachandran:
BASS: A Resource Orchestrator to Account for Vagaries in Network Conditions in Community Wi-Fi Mesh. 131-144
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Alan Nair, Raven Szewczyk, Donald Jennings, Antonio Barbalace:
Near-Storage Processing in FaaS Environments with Funclets. 145-157
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Christian Berger, Lívio Rodrigues, Hans P. Reiser, Vinicius Vielmo Cogo, Alysson Bessani:
Chasing Lightspeed Consensus: Fast Wide-Area Byzantine Replication with Mercury. 158-171
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Yuxuan Zhao, Weikang Weng, Rob van Nieuwpoort, Alexandru Uta:
In Serverless, OS Scheduler Choice Costs Money: A Hybrid Scheduling Approach for Cheaper FaaS. 172-184
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Chenghao Hu, Baochun Li:
Menos: Split Fine-Tuning Large Language Models with Efficient GPU Memory Sharing. 185-198
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Subashiny Tanigassalame, Yohan Pipereau, Adam Chader, Jana Toljaga, Gaël Thomas:
Privagic: automatic code partitioning with explicit secure typing. 199-210
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Vivek M. Bhasi, Aakash Sharma, Rishabh Jain, Jashwant Raj Gunasekaran, Ashutosh Pattnaik, Mahmut Taylan Kandemir, Chita R. Das:
Towards SLO-Compliant and Cost-Effective Serverless Computing on Emerging GPU Architectures. 211-224
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Gaspard Thévenon, Kevin Nguetchouang, Kahina Lazri, Alain Tchana, Pierre Olivier:
B-Side: Binary-Level Static System Call Identification. 225-237
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Sifat Ut Taki, Spyridon Mastorakis:
Amalgam: A Framework for Obfuscated Neural Network Training on the Cloud. 238-251
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Janwillem Swalens, Lode Hoste, Emad Heydari Beni, Lieven Trappeniers:
zkStream: a Framework for Trustworthy Stream Processing. 252-265
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Akash Balasaheb Dhasade, Yaohong Ding, Song Guo, Anne-Marie Kermarrec, Martijn de Vos, Leijie Wu:
QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation. 266-278
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Yuesheng Tan, Lei Yang, Wenhao Li, Yuda Wu:
RoleML: a Role-Oriented Programming Model for Customizable Distributed Machine Learning on Edges. 279-291
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Sreeharsha Udayashankar, Abdelrahman Baba, Samer Al-Kiswany:
SeqCDC: Hashless Content-Defined Chunking for Data Deduplication. 292-298
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Chengyi Nie, Jessica Maghakian, Zhenhua Liu:
Cannikin: Optimal Adaptive Distributed DNN Training over Heterogeneous Clusters. 299-312
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Manos Pavlidakis, Giorgos Vasiliadis, Stelios Mavridis, Anargyros Argyros, Antony Chazapis, Angelos Bilas:
Guardian: Safe GPU Sharing in Multi-Tenant Environments. 313-326
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Laura Lawniczak, Tobias Distler:
Targeting Tail Latency in Replicated Systems with Proactive Rejection. 327-340
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Alexander Heß, Franz J. Hauck, Echo Meißner:
Consensus-Agnostic State-Machine Replication. 341-353
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Shuping Ji, Zhen Tang, Wei Wang, Hui Li, Jianguo Yao, Hans-Arno Jacobsen:
Ripple: Large-Scale Service and Configuration Management in the Cloud. 354-366
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Yuncong Zuo, Bart Cox, Lydia Y. Chen, Jérémie Decouchant:
Spyker: Asynchronous Multi-Server Federated Learning for Geo-Distributed Clients. 367-378
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Yuki Tsujimoto, Yuki Sato, Kenichi Yasukata, Kenta Ishiguro, Kenji Kono:
PvCC: A vCPU Scheduling Policy for DPDK-applied Systems at Multi-Tenant Edge Data Centers. 379-391
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Nigel Tan, Kevin Assogba, Walter J. Ashworth, Befikir Bogale, Franck Cappello, M. Mustafa Rafique, Michela Taufer, Bogdan Nicolae:
Towards Affordable Reproducibility Using Scalable Capture and Comparison of Intermediate Multi-Run Results. 392-403
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Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae:
Deep Optimizer States: Towards Scalable Training of Transformer Models using Interleaved Offloading. 404-416
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Dufy Teguia, Jiaxuan Chen, Stella Bitchebe, Oana Balmau, Alain Tchana:
vPIM: Processing-in-Memory Virtualization. 417-430
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Antoine Choffrut, Rachid Guerraoui, Rafael Pinot, Renaud Sirdey, John Stephan, Martin Zuber:
Towards Practical Homomorphic Aggregation in Byzantine-Resilient Distributed Learning. 431-444
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Djob Mvondo, François Taïani, Yérom-David Bromberg:
HORSE: Ultra-low latency workloads on FaaS platforms. 445-453
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Cédric Boscher, Nawel Benarba, Fatima Elhattab, Sara Bouchenak:
Personalized Privacy-Preserving Federated Learning. 454-466
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Ziqi Yuan, Siyu Hong, Ruorong Guo, Rui Chang, Mingyu Gao, Wenbo Shen, Yajin Zhou:
LightZone: Lightweight Hardware-Assisted In-Process Isolation for ARM64. 467-480
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Yufei Kang, Baochun Li:
AsyncFilter: Detecting Poisoning Attacks in Asynchronous Federated Learning. 481-493
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Yann Vonlanthen, Jakub Sliwinski, Massimo Albarello, Roger Wattenhofer:
Banyan: Fast Rotating Leader BFT. 494-507

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