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ORCIDSchahram Dustdar
Scharam Dustdar
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- affiliation: TU Wien, Vienna, Austria
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2020 – today
- 2026
[j391]Jonathan Weber, Ilir Murturi
, Xhevahir Bajrami, Reza Farahani, Praveen Kumar Donta, Schahram Dustdar:
Lightweight WebAssembly-Based Intrusion Detection for Zero Trust Edge Networks. IEEE Access 14: 35337-35355 (2026)- [j390]Haoxiang Luo, Gang Sun, Jiacheng Wang, Hongfang Yu, Dusit Niyato, Schahram Dustdar, Zhu Han:
Wireless Blockchain Meets 6G: The Future Trustworthy and Ubiquitous Connectivity. IEEE Commun. Surv. Tutorials 28: 3596-3636 (2026) - [j389]Alaa Saleh, Roberto Morabito, Schahram Dustdar, Sasu Tarkoma, Susanna Pirttikangas, Lauri Lovén:
Towards Message Brokers for Generative AI: Survey, Challenges, and Opportunities. ACM Comput. Surv. 58(1): 20:1-20:37 (2026) - [j388]Juan Luis Herrera, Boris Sedlak, Schahram Dustdar:
Active Inference for Sustainable Computing Continuum Systems. IEEE Internet Comput. 30(1): 81-90 (2026) - [j387]Zhengzhe Xiang, Fuli Ying, Dezhi Wang, Rong Tan, Yufei Zhang, Schahram Dustdar:
Quesada: A Framework for Reliable and Trustworthy Data Acquisition in 6G-IoT. IEEE Internet Things J. 13(5): 8232-8247 (2026) - [j386]Long Luo, Yunxiang Zhou, Linjian Yu, Jin Shen, Hongfang Yu, Schahram Dustdar:
Optimizing Timely Bulk Data Transfers With Hybrid Elastic Cloud Resources. IEEE Trans. Cloud Comput. 14(1): 337-351 (2026) - [j385]Haoxiang Luo, Gang Sun, Yinqiu Liu, Dongcheng Zhao, Dusit Niyato, Hongfang Yu, Schahram Dustdar:
A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network. IEEE Trans. Cogn. Commun. Netw. 12: 3815-3830 (2026) - [j384]Ming Tao, Lingling Liao, Yin Zhang, Lei Liu, Geyong Min, Dusit Niyato, Schahram Dustdar:
EDT-SaFL: Semi-Asynchronous Federated Learning for Edge Digital Twin in Industrial Internet-of-Things. IEEE Trans. Mob. Comput. 25(1): 674-690 (2026) - [j383]Runhua Chen, Haoxiang Luo, Gang Sun, Hongfang Yu, Dusit Niyato, Schahram Dustdar:
DRDST: Low-Latency DAG Consensus Through Robust Dynamic Sharding and Tree-Broadcasting for IoV. IEEE Trans. Mob. Comput. 25(1): 1236-1253 (2026) - [j382]Linqing Gui, Yuting Yang, Yiping Zuo, Fu Xiao, Schahram Dustdar:
Modeling and Extending RSS-based Intrusion Detection Bound via WiFi Signals. IEEE Trans. Mob. Comput. 25(3): 4138-4155 (2026) - [j381]Long Luo, Yanan Huang, Xixi Chen, Yongsheng Zhao, Hongfang Yu, Schahram Dustdar:
Location Matters: LLM-Guided Joint Optimization of In-Network Aggregation Placement and Routing for DML Workloads. IEEE Trans. Netw. Sci. Eng. 13: 5978-5991 (2026) - [j380]An Du, Jie Jia, Schahram Dustdar, Andrea Morichetta, Jian Chen, Xingwei Wang:
FLISC$^{3}$3: Federated Learning-Oriented Resource Optimization in ISCC-Enabled Edge Collaborative Networks. IEEE Trans. Serv. Comput. 19(1): 364-379 (2026) - [e25]Richard Chbeir, Ernesto Damiani, Schahram Dustdar, Yannis Manolopoulos, Elio Masciari, Evaggelia Pitoura, Antonio M. Rinaldi:
Management of Digital EcoSystems - 16th International Conference, MEDES 2024, Naples, Italy, November 18-20, 2024, Proceedings. Communications in Computer and Information Science 2518, Springer 2026, ISBN 978-3-031-93597-8 [contents] - [i98]Alaa Saleh, Praveen Kumar Donta, Roberto Morabito, Sasu Tarkoma, Anders Lindgren, Qiyang Zhang, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén:
Bio-inspired Agentic Self-healing Framework for Resilient Distributed Computing Continuum Systems. CoRR abs/2601.00339 (2026) - [i97]Praveen Kumar Donta, Alaa Saleh, Ying Li, Shubham Vaishnav, Kai Fang, Hailin Feng, Yuchao Xia, Thippa Reddy Gadekallu, Qiyang Zhang, Xiaodan Shi, Ali Beikmohammadi, Sindri Magnússon, Ilir Murturi, Chinmaya Kumar Dehury, Marcin Paprzycki, Lauri Lovén, Sasu Tarkoma, Schahram Dustdar:
Socio-technical aspects of Agentic AI. CoRR abs/2601.06064 (2026) - [i96]Juan Luis Herrera, Daniel Wang, Schahram Dustdar:
A Microservice-Based Platform for Sustainable and Intelligent SLO Fulfilment and Service Management. CoRR abs/2602.12875 (2026) - [i95]Boris Sedlak, Víctor Casamayor-Pujol, Ildefons Magrans de Abril, Praveen Kumar Donta, Adel Nadjaran Toosi, Schahram Dustdar:
Service Orchestration in the Computing Continuum: Structural Challenges and Vision. CoRR abs/2602.15794 (2026) - [i94]Boris Sedlak, Víctor Casamayor-Pujol, Schahram Dustdar:
Visual Insights into Agentic Optimization of Pervasive Stream Processing Services. CoRR abs/2602.17282 (2026) - [i93]Lauri Lovén, Alaa Saleh, Reza Farahani, Ilir Murturi, Miguel Bordallo López, Praveen Kumar Donta, Schahram Dustdar:
Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum. CoRR abs/2603.05614 (2026) - [i92]Reza Farahani, Zoha Azimi, Vignesh V. Menon, Hermann Hellwagner, Radu Prodan, Schahram Dustdar, Christian Timmerer:
DQ-Ladder: A Deep Reinforcement Learning-based Bitrate Ladder for Adaptive Video Streaming. CoRR abs/2603.13597 (2026) - 2025
- [j379]Ying Li, Praveen Kumar Donta, Xingwei Wang, Ilir Murturi, Min Huang, Schahram Dustdar:
KDN-FLB: Knowledge-Defined Networking Through Federated Learning and Blockchain. Computer 58(5): 16-26 (2025) - [j378]Boris Sedlak, Víctor Casamayor-Pujol, Andrea Morichetta, Praveen Kumar Donta, Schahram Dustdar:
Adaptive stream processing on edge devices through active inference. Evol. Syst. 16(4): 130 (2025) - [j377]Adel Nadjaran Toosi, Bahman Javadi, Alexandru Iosup, Evgenia Smirni, Schahram Dustdar:
Serverless Computing for Next-generation Application Development. Future Gener. Comput. Syst. 164: 107573 (2025) - [j376]Elena Pretel, Elena Navarro, Víctor Casamayor-Pujol, Schahram Dustdar:
Digital Twins and Artificial Collective Intelligence: Synergies for the Future. IEEE Internet Comput. 29(1): 75-85 (2025) - [j375]Praveen Kumar Donta, Boris Sedlak, Ilir Murturi, Víctor Casamayor-Pujol, Schahram Dustdar:
Human-Based Distributed Intelligence in Computing Continuum Systems. IEEE Internet Comput. 29(2): 61-68 (2025) - [j374]Ning Ruan, Kun Li, Qiyang Zhang, Lauri Lovén, Praveen Kumar Donta, Yi Jia, Schahram Dustdar:
Edge AI for Earth Observation. IEEE Internet Comput. 29(3): 31-40 (2025) - [j373]Jiabao Li, Rajiv Ranjan, Yuewei Wang, Xiaohui Huang, Philip James, Schahram Dustdar:
The Urban Space Information Platform: Opportunities and Challenges. IEEE Internet Comput. 29(3): 66-75 (2025) - [j372]Guishui Zhu, Feifei Zhang, Rajiv Ranjan, Schahram Dustdar, Jiabao Li, Yiyue Wang, Yuewei Wang, Xiaohui Huang, Yunliang Chen, Lizhe Wang:
A Survey of Large Language Models in Urban Natural Disaster Emergency Management: Progress, Application, and Challenges. IEEE Internet Comput. 29(4): 66-76 (2025) - [j371]Nefeli-Marina Rouska, Víctor Casamayor-Pujol, Ildefons Magrans de Abril, Schahram Dustdar:
Equilibrium-Driven Antifragility in Computing Continuum Systems. IEEE Internet Comput. 29(5): 55-64 (2025) - [j370]Ildefons Magrans de Abril, Nefeli-Marina Rouska, Víctor Casamayor-Pujol, Schahram Dustdar:
AICon: Agentic Intelligence for the Computing Continuum. IEEE Internet Comput. 29(6): 53-62 (2025) - [j369]Fengyang Guo, Artur Hecker, Schahram Dustdar:
A Scalable and Secure Transaction Attachment Algorithm for DAG-Based Blockchain. IEEE Internet Things J. 12(9): 12298-12309 (2025) - [j368]Yuhuai Peng, Jing Wang, Wenqian Wang, Lei Liu, Mohammed Atiquzzaman, Mohsen Guizani, Schahram Dustdar:
An Efficient Multiband Infrared Small Objects Detection Approach for Low-Altitude Artificial Intelligence of Things. IEEE Internet Things J. 12(12): 20757-20772 (2025) - [j367]Sun Mao, Lei Liu, Zhujun Yao, Mianxiong Dong, Mohammed Atiquzzaman, Schahram Dustdar, Kun Yang, Chau Yuen:
IRS-Enhanced Integrated Sensing, Communication, and Powering Systems: Beamforming and Reflecting Optimization. IEEE Internet Things J. 12(22): 47827-47843 (2025) - [j366]Ying Li, Xingwei Wang, Rongfei Zeng, Praveen Kumar Donta, Ilir Murturi, Min Huang, Schahram Dustdar:
Federated Domain Generalization: A Survey. Proc. IEEE 113(4): 370-410 (2025) - [j365]Zhengzhe Xiang, Xizi Xue, Zengwei Zheng, Honghao Gao, Yuanyi Chen, Schahram Dustdar:
Enabling Sustainable and Unmanned Facial Detection and Recognition Services With Adaptive Edge Resource. IEEE Trans. Consumer Electron. 71(2): 4191-4205 (2025) - [j364]Alireza Furutanpey, Qiyang Zhang, Philipp Raith, Tobias Pfandzelter, Shangguang Wang, Schahram Dustdar:
FOOL: Addressing the Downlink Bottleneck in Satellite Computing With Neural Feature Compression. IEEE Trans. Mob. Comput. 24(8): 6747-6764 (2025) - [j363]Linqing Gui, Siyi Zheng, Zhengxin Guo, Zhetao Li, Ming Gao, Schahram Dustdar, Fu Xiao:
RaliSense: Extending WiFi Respiratory Detection Range by Rapid Alignment of Dynamic Components. IEEE Trans. Mob. Comput. 24(9): 8119-8135 (2025) - [j362]Qiyang Zhang, Shangguang Wang, Jinglong Guan, Praveen Kumar Donta, Xiao Ma, Ranga Rao Venkatesha Prasad, Schahram Dustdar, Xuanzhe Liu:
SatCooper: Enhancing Cooperative Inference Analytics for Satellite Service via Multi-Exit DNNs. IEEE Trans. Mob. Comput. 24(9): 8314-8328 (2025) - [j361]Jingwei Liu, Zihan Zhou, Rong Sun, Lei Liu, Rongxing Lu, Schahram Dustdar, Dusit Niyato:
TraCemop: Toward Federated Learning With Traceable Contribution Evaluation and Model Ownership Protection. IEEE Trans. Mob. Comput. 24(10): 10230-10246 (2025) - [j360]Ying Li, Xingwei Wang, Haodong Li, Praveen Kumar Donta, Min Huang, Schahram Dustdar:
Communication-Efficient Federated Learning for Heterogeneous Clients. ACM Trans. Internet Techn. 25(2): 10:1-10:37 (2025) - [j359]An Du, Jie Jia, Schahram Dustdar, Jian Chen, Xingwei Wang:
Online Service Placement, Task Scheduling, and Resource Allocation in Hierarchical Collaborative MEC Systems. IEEE Trans. Serv. Comput. 18(2): 983-997 (2025) - [j358]Hailiang Zhao, Ziqi Wang, Guanjie Cheng, Wenzhuo Qian, Peng Chen, Jianwei Yin, Schahram Dustdar, Shuiguang Deng:
Online Workload Scheduling for Social Welfare Maximization in the Computing Continuum. IEEE Trans. Serv. Comput. 18(4): 2267-2280 (2025) - [j357]Jing Wang, Yuhuai Peng, Xinyu Zhang, Lei Liu, Shahid Mumtaz, Mohsen Guizani, Schahram Dustdar:
Efficient Seamless Task Offloading Based on Edge-Terminal Collaborative for AIoT Elastic Computing Services. IEEE Trans. Serv. Comput. 18(5): 2794-2807 (2025) - [j356]Xiaoteng Yang, Jie Feng, Lei Liu, Qingqi Pei, Shahid Mumtaz, Keqin Li, Schahram Dustdar:
IRS-Assisted Hyperspectral Image Processing in Satellite Edge Computing Services. IEEE Trans. Serv. Comput. 18(5): 2946-2959 (2025) - [j355]Zhongxuan Han, Li Zhang, Chaochao Chen, Xiaolin Zheng, Yuyuan Li, Shuiguang Deng, Guanjie Cheng, Schahram Dustdar:
Towards Fairness Exploration and Optimization for Digital Service Networks. IEEE Trans. Serv. Comput. 18(5): 3307-3320 (2025) - [j354]Fei Teng, Hao Zhao, Qiyang Zhang, Ranga Rao Venkatesha Prasad, Schahram Dustdar:
An Efficient and Stable Knowledge Service Framework for Satellite-Ground Collaboration. IEEE Trans. Serv. Comput. 18(6): 3449-3462 (2025) - [j353]Zhengzhe Xiang, Xizi Xue, Yuanyi Chen, Schahram Dustdar, Minyi Guo:
Let Robots Watch Grass Grow: Optimal Task Assignment for Automatic Plant Factory. IEEE Trans. Sustain. Comput. 10(3): 464-474 (2025) - [c534]Yangyang Wang, Alaa Saleh, Praveen Kumar Donta, Naser Hossein Motlagh, Lauri Lovén, Sasu Tarkoma, Schahram Dustdar:
iKafka: Intelligent Storage Management for Adaptive Event Streaming in Kafka. EDGE 2025: 34-43 - [c533]Alfreds Lapkovskis, Boris Sedlak, Sindri Magnússon, Schahram Dustdar, Praveen Kumar Donta:
Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems. EDGE 2025: 93-102 - [c532]Schahram Dustdar:
Active Inference in the Distributed Computing Continuum. FedCSIS 2025: 1-2 - [c531]Sergio Laso, Ilir Murturi, Pantelis A. Frangoudis, Juan Luis Herrera, Juan Manuel Murillo, Schahram Dustdar:
A Multidimensional Elasticity Framework for Adaptive Data Analytics Management in the Computing Continuum. ICC 2025: 1133-1138 - [c530]Cveta Capova, Andrea Morichetta, Anna Lackinger, Schahram Dustdar:
Intent-to-Learning Translation for Computing Continuum Management. ICNP 2025: 1-6 - [c529]Andrea Morichetta, Juan Brenes, Mikhail Kolobov, Djawida Dib, Thijs Metsch, Anna Lackinger, Cveta Capova, Hui Song, Rustem Dautov, Ahmed Khalid, Sigmund Akselsen, Arne Munch-Ellingsen, Schahram Dustdar:
inCoord: Intent-based Coordination in the Multi-domain Cloud-Edge Continuum. ICNP 2025: 1-6 - [c528]Yi Li, Zhangbing Zhou, Boris Sedlak, Schahram Dustdar:
MGG-AD: Multi-Granularity Graph-Based Anomaly Detection in IoT Systems. ICWS 2025: 1-10 - [c527]Elena Pretel, Boris Sedlak, Víctor Casamayor-Pujol, Elena Navarro, Víctor López-Jaquero, Pascual González, Schahram Dustdar:
Active Inference for Digital Twins: Predicting and Optimizing IoT Processing Service Performance. IOT 2025: 219-227 - [c526]Schahram Dustdar:
Active Inference for Distributed Intelligence in IoT and Edge Computing. IoTBDS 2025: 5 - [c525]Boris Sedlak, Andrea Morichetta, Philipp Raith, Víctor Casamayor-Pujol, Schahram Dustdar:
Towards Multi-dimensional Elasticity for Pervasive Stream Processing Services. PerCom Workshops 2025: 657-660 - [c524]Yangyang Wang, Praveen Kumar Donta, Lauri Lovén, Schahram Dustdar, Naser Hossein Motlagh:
Lightweight LSTM-Based Adaptive Kafka Tuning for Predictive IoT Data Streams. QSW 2025: 257-262 - [c523]Robin Mayerhofer, Andrea Morichetta, Alireza Furutanpey, Schahram Dustdar:
HPAQT: Adaptive and Interpretable High-level SLO-aware Autoscaling with Reinforcement Learning. UCC 2025: 19:1-19:9 - [c522]Lauri Lovén, Reza Farahani, Ilir Murturi, Stephan Sigg, Schahram Dustdar:
Agentic Edge Intelligence: A Research Agenda. UCC 2025: 66:1-66:5 - [c521]Praveen Kumar Donta, Qiyang Zhang, Schahram Dustdar:
Performance Measurements in the AI-Centric Computing Continuum Systems. WF-IoT 2025: 1-6 - [e24]Marco Aiello, Johanna Barzen, Schahram Dustdar, Frank Leymann:
Service-Oriented Computing - 18th Symposium and Summer School, SummerSOC 2024, Crete, Greece, June 24-29, 2024, Revised Selected Papers. Communications in Computer and Information Science 2221, Springer 2025, ISBN 978-3-031-72577-7 [contents] - [i91]Sergio Laso, Ilir Murturi, Pantelis A. Frangoudis, Juan Luis Herrera, Juan Manuel Murillo, Schahram Dustdar:
A Multidimensional Elasticity Framework for Adaptive Data Analytics Management in the Computing Continuum. CoRR abs/2501.11369 (2025) - [i90]Alfreds Lapkovskis, Boris Sedlak, Sindri Magnússon, Schahram Dustdar, Praveen Kumar Donta:
Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems. CoRR abs/2503.03274 (2025) - [i89]Boris Sedlak, Andrea Morichetta, Philipp Raith, Víctor Casamayor-Pujol, Schahram Dustdar:
Towards Multi-dimensional Elasticity for Pervasive Stream Processing Services. CoRR abs/2503.04193 (2025) - [i88]Alireza Furutanpey, Carmen Walser, Philipp Raith, Pantelis A. Frangoudis, Schahram Dustdar:
Leveraging Neural Graph Compilers in Machine Learning Research for Edge-Cloud Systems. CoRR abs/2504.20198 (2025) - [i87]Andrea Morichetta, Stefan Nastic, Víctor Casamayor-Pujol, Schahram Dustdar:
Formal and Empirical Study of Metadata-Based Profiling for Resource Management in the Computing Continuum. CoRR abs/2504.20740 (2025) - [i86]Alaa Saleh, Sasu Tarkoma, Praveen Kumar Donta, Naser Hossein Motlagh, Schahram Dustdar, Susanna Pirttikangas, Lauri Lovén:
UserCentrix: An Agentic Memory-augmented AI Framework for Smart Spaces. CoRR abs/2505.00472 (2025) - [i85]Haoxiang Luo, Gang Sun, Yinqiu Liu, Dusit Niyato, Hongfang Yu, Mohammed Atiquzzaman, Schahram Dustdar:
A Trustworthy Multi-LLM Network: Challenges,Solutions, and A Use Case. CoRR abs/2505.03196 (2025) - [i84]Haoxiang Luo, Gang Sun, Yinqiu Liu, Dongcheng Zhao, Dusit Niyato, Hongfang Yu, Schahram Dustdar:
A Weighted Byzantine Fault Tolerance Consensus Driven Trusted Multiple Large Language Models Network. CoRR abs/2505.05103 (2025) - [i83]Nikolaus Spring, Andrea Morichetta, Boris Sedlak, Schahram Dustdar:
MACH: Multi-Agent Coordination for RSU-centric Handovers. CoRR abs/2505.07827 (2025) - [i82]Víctor Casamayor-Pujol, Boris Sedlak, Tommaso Salvatori, Karl J. Friston, Schahram Dustdar:
Distributed Intelligence in the Computing Continuum with Active Inference. CoRR abs/2505.24618 (2025) - [i81]Boris Sedlak, Alireza Furutanpey, Zihang Wang, Víctor Casamayor-Pujol, Schahram Dustdar:
Multi-dimensional Autoscaling of Processing Services: A Comparison of Agent-based Methods. CoRR abs/2506.10420 (2025) - [i80]Praveen Kumar Donta, Qiyang Zhang, Schahram Dustdar:
Performance Measurements in the AI-Centric Computing Continuum Systems. CoRR abs/2506.22884 (2025) - [i79]Shuiguang Deng, Di Yu, Changze Lv, Xin Du, Linshan Jiang, Xiaofan Zhao, Wentao Tong, Xiaoqing Zheng, Weijia Fang, Peng Zhao, Gang Pan, Schahram Dustdar, Albert Y. Zomaya:
Edge Intelligence with Spiking Neural Networks. CoRR abs/2507.14069 (2025) - [i78]Yinuo Deng, Hailiang Zhao, Dongjing Wang, Peng Chen, Wenzhuo Qian, Jianwei Yin, Schahram Dustdar, Shuiguang Deng:
Accelerating Containerized Service Delivery at the Network Edge. CoRR abs/2507.20116 (2025) - [i77]Haoxiang Luo, Kun Yang, Qi Huang, Schahram Dustdar:
A Novel Hierarchical Co-Optimization Framework for Coordinated Task Scheduling and Power Dispatch in Computing Power Networks. CoRR abs/2508.04015 (2025) - [i76]Shuiguang Deng, Hailiang Zhao, Ziqi Wang, Guanjie Cheng, Peng Chen, Wenzhuo Qian, Zhiwei Ling, Jianwei Yin, Albert Y. Zomaya, Schahram Dustdar:
Agentic Services Computing. CoRR abs/2509.24380 (2025) - [i75]Boris Sedlak, Philipp Raith, Andrea Morichetta, Víctor Casamayor-Pujol, Schahram Dustdar:
Multi-Dimensional Autoscaling of Stream Processing Services on Edge Devices. CoRR abs/2510.06882 (2025) - [i74]Ziqi Wang, Hailiang Zhao, Yuhao Yang, Daojiang Hu, Cheng Bao, Mingyi Liu, Kai Di, Schahram Dustdar, Zhongjie Wang, Shuiguang Deng:
OmniFuser: Adaptive Multimodal Fusion for Service-Oriented Predictive Maintenance. CoRR abs/2511.01320 (2025) - [i73]Praveen Kumar Donta, Alfreds Lapkovskis, Enzo Mingozzi, Schahram Dustdar:
Resilient by Design - Active Inference for Distributed Continuum Intelligence. CoRR abs/2511.07202 (2025) - [i72]Anna Lackinger, Andrea Morichetta, Pantelis A. Frangoudis, Schahram Dustdar:
BIPPO: Budget-Aware Independent PPO for Energy-Efficient Federated Learning Services. CoRR abs/2511.08142 (2025) - [i71]Chinmaya Kumar Dehury, Lauri Lovén, Praveen Kumar Donta, Ilir Murturi, Schahram Dustdar:
Synergizing Monetization, Orchestration, and Semantics in Computing Continuum. CoRR abs/2512.08288 (2025) - [i70]Vlad Popescu-Vifor, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar:
A Conflict-Aware Resource Management Framework for the Computing Continuum. CoRR abs/2512.12299 (2025) - [i69]Ivan Cilic, Ivana Podnar Zarko, Pantelis A. Frangoudis, Schahram Dustdar:
QoS-Aware Load Balancing in the Computing Continuum via Multi-Player Bandits. CoRR abs/2512.18915 (2025) - 2024
- [j352]Chinmaya Kumar Dehury, Satish Narayana Srirama, Praveen Kumar Donta, Schahram Dustdar:
Securing Clustered Edge Intelligence With Blockchain. IEEE Consumer Electron. Mag. 13(1): 22-29 (2024) - [j351]Nhu-Ngoc Dao, Woongsoo Na, Sungrae Cho, Schahram Dustdar:
Toward Privacy-Sensitive Heterogeneous Hypercomputing. IEEE Commun. Mag. 62(4): 24-30 (2024) - [j350]Abhishek Hazra, Andrea Morichetta, Ilir Murturi, Lauri Lovén, Chinmaya Kumar Dehury, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Distributed AI in Zero-Touch Provisioning for Edge Networks: Challenges and Research Directions. Computer 57(3): 69-78 (2024) - [j349]Danfeng Sun, Junjie Hu, Huifeng Wu, Jia Wu, Jian Yang, Quan Z. Sheng, Schahram Dustdar:
A Comprehensive Survey on Collaborative Data-access Enablers in the IIoT. ACM Comput. Surv. 56(2): 50:1-50:37 (2024) - [j348]Ernando Batista, Brenno de Mello Alencar, Eliabe Silva, João Paulo Canário, Ricardo Araújo Rios, Schahram Dustdar, Gustavo B. Figueiredo, Cássio V. S. Prazeres:
A new intelligent scheduler to improve reactive OpenFlow communication in SDN-based IoT data streams. Discov. Internet Things 4(1): 15 (2024) - [j347]Leilei Chang, Chenhao Yu, Limao Zhang, Xiaobin Xu, Schahram Dustdar:
Safety assessment of tunnel construction based on counterintuitivity detection using multi-profile multi-model ensemble learning. Expert Syst. Appl. 240: 122459 (2024) - [j346]Huabing Zhang, Liang Li, Qiong Lu, Yi Yue, Yakun Huang, Schahram Dustdar:
Distributed realtime rendering in decentralized network for mobile web augmented reality. Future Gener. Comput. Syst. 158: 530-544 (2024) - [j345]Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Equilibrium in the Computing Continuum through Active Inference. Future Gener. Comput. Syst. 160: 92-108 (2024) - [j344]Stanly Wilson, Kwabena Adu-Duodu, Yinhao Li, Ellis Solaiman, Omer Farooq Rana, Schahram Dustdar, Rajiv Ranjan:
Data Management Challenges in Blockchain-Based Applications. IEEE Internet Comput. 28(1): 70-80 (2024) - [j343]Víctor Casamayor-Pujol, Boris Sedlak, Praveen Kumar Donta, Schahram Dustdar:
On Causality in Distributed Continuum Systems. IEEE Internet Comput. 28(2): 57-64 (2024) - [j342]Pierluigi Plebani, Stefan Schulte, Damian Andrew Tamburri, Schahram Dustdar:
Service-Oriented Computing: A Trajectory for Research to 2030. IEEE Internet Comput. 28(3): 59-63 (2024) - [j341]Tobias Meuser, Lauri Lovén, Monowar Bhuyan, Shishir G. Patil, Schahram Dustdar, Atakan Aral, Suzan Bayhan, Christian Becker, Eyal de Lara, Aaron Yi Ding, Janick Edinger, James Gross, Nitinder Mohan, Andy D. Pimentel, Etienne Rivière, Henning Schulzrinne, Pieter Simoens, Gürkan Solmaz, Michael Welzl:
Revisiting Edge AI: Opportunities and Challenges. IEEE Internet Comput. 28(4): 49-59 (2024) - [j340]Evangelia Fragkou, Eleftheria Chini, Maria Papadopoulou, Dimitrios K. Papakostas, Dimitrios Katsaros, Schahram Dustdar:
Distributed Federated Deep Learning in Clustered Internet of Things Wireless Networks With Data Similarity-Based Client Participation. IEEE Internet Comput. 28(6): 53-61 (2024) - [j339]Jingyang Hu, Hongbo Jiang, Daibo Liu, Zhu Xiao, Schahram Dustdar, Jiangchuan Liu:
A Wireless Self-Service System for Library Using Commodity RFID Devices. IEEE Internet Things J. 11(3): 4998-5010 (2024) - [j338]Jingyang Hu, Hongbo Jiang, Zhu Xiao, Siyu Chen, Schahram Dustdar, Jiangchuan Liu:
HeadTrack: Real-Time Human-Computer Interaction via Wireless Earphones. IEEE J. Sel. Areas Commun. 42(4): 990-1002 (2024) - [j337]Qiyang Zhang, Zuo Zhu, Ao Zhou, Qibo Sun, Schahram Dustdar, Shangguang Wang:
Energy-Efficient Federated Training on Mobile Device. IEEE Netw. 38(1): 180-186 (2024) - [j336]Yang Yang, Jianjun Wu, Tianjiao Chen, Chenghui Peng, Jun Wang, Juan Deng, Xiaofeng Tao, Guangyi Liu, Wenjing Li, Li Yang, Yufeng He, Tingting Yang, A. Hamid Aghvami, Frank Eliassen, Schahram Dustdar, Dusit Niyato, Wanfei Sun, Yang Xu, Yannan Yuan, Jiang (Linda) Xie, Rongpeng Li, Cuiqin Dai:
Task-Oriented 6G Native-AI Network Architecture. IEEE Netw. 38(1): 219-227 (2024) - [j335]Lei Liu, Junqi Fu, Jie Feng, Guopeng Wang, Qingqi Pei, Schahram Dustdar:
Blockchain-Based Distributed Collaborative Computing for Vehicular Digital Twin Network. IEEE Netw. 38(2): 164-170 (2024) - [j334]Liang Li, Yakun Huang, Xiuquan Qiao, Yifa Meng, Dingguo Yu, Pei Ren, Schahram Dustdar:
Toward Distributed Collaborative Rendering Service for Immersive Mobile Web. IEEE Netw. 38(3): 137-145 (2024) - [j333]Yakun Huang, Haowen Wang, Xiuquan Qiao, Xiang Su, Yang Li, Schahram Dustdar, Ping Zhang:
SCAXR: Empowering Scalable Multi-User Interaction for Heterogeneous XR Devices. IEEE Netw. 38(4): 250-258 (2024) - [j332]Shuiguang Deng, Hailiang Zhao, Binbin Huang, Cheng Zhang, Feiyi Chen, Yinuo Deng, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Cloud-Native Computing: A Survey From the Perspective of Services. Proc. IEEE 112(1): 12-46 (2024) - [j331]George Pacheco Pinto, Praveen Kumar Donta, Schahram Dustdar, Cássio V. S. Prazeres:
A Systematic Review on Privacy-Aware IoT Personal Data Stores. Sensors 24(7): 2197 (2024) - [j330]Minxian Xu, Schahram Dustdar, Massimo Villari, Rajkumar Buyya:
Special issue on efficient management of microservice-based systems and applications. Softw. Pract. Exp. 54(4): 543-545 (2024) - [j329]Boris Sedlak, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar:
A Privacy Enforcing Framework for Data Streams on the Edge. IEEE Trans. Emerg. Top. Comput. 12(3): 852-863 (2024) - [j328]Wangchen Long, Zhu Xiao, Hongbo Jiang, Yong Xiong, Zheng Qin, You Li, Schahram Dustdar:
Learning Semantic Behavior for Human Mobility Trajectory Recovery. IEEE Trans. Intell. Transp. Syst. 25(8): 8849-8864 (2024) - [j327]Mengyuan Wang, Hongbo Jiang, Ping Zhao, Jie Li, Jiangchuan Liu, Geyong Min, Schahram Dustdar:
RoPriv: Road Network-Aware Privacy-Preserving Framework in Spatial Crowdsourcing. IEEE Trans. Mob. Comput. 23(3): 2351-2366 (2024) - [j326]Hongbo Jiang, Siyu Chen, Zhu Xiao, Jingyang Hu, Jiangchuan Liu, Schahram Dustdar:
Pa-Count: Passenger Counting in Vehicles Using Wi-Fi Signals. IEEE Trans. Mob. Comput. 23(4): 2684-2697 (2024) - [j325]Qiyang Zhang, Xiangying Che, Yijie Chen, Xiao Ma, Mengwei Xu, Schahram Dustdar, Xuanzhe Liu, Shangguang Wang:
A Comprehensive Deep Learning Library Benchmark and Optimal Library Selection. IEEE Trans. Mob. Comput. 23(5): 5069-5082 (2024) - [j324]Jingyang Hu, Hongbo Jiang, Daibo Liu, Zhu Xiao, Qibo Zhang, Jiangchuan Liu, Schahram Dustdar:
Combining IMU With Acoustics for Head Motion Tracking Leveraging Wireless Earphone. IEEE Trans. Mob. Comput. 23(6): 6835-6847 (2024) - [j323]Kexin Li, Xingwei Wang, Qiang He, Jielei Wang, Jie Li, Siyu Zhan, Guoming Lu, Schahram Dustdar:
Computation Offloading in Resource-Constrained Multi-Access Edge Computing. IEEE Trans. Mob. Comput. 23(11): 10665-10677 (2024) - [j322]Alireza Furutanpey, Philipp Raith, Schahram Dustdar:
FrankenSplit: Efficient Neural Feature Compression With Shallow Variational Bottleneck Injection for Mobile Edge Computing. IEEE Trans. Mob. Comput. 23(12): 10770-10786 (2024) - [j321]Yang Yang, Chen Chen, Rose Qingyang Hu, Schahram Dustdar, Qingqi Pei:
Guest Editorial: Introduction to the Special Section on Aerial Computing Networks in 6G. IEEE Trans. Netw. Sci. Eng. 11(6): 5130-5134 (2024) - [j320]Zhao Tong, Xin Deng, Zheng Xiao, Dan He, Anthony Theodore Chronopoulos, Schahram Dustdar:
A Bilateral Game Approach for Task Outsourcing in Multi-Access Edge Computing. IEEE Trans. Netw. Serv. Manag. 21(1): 266-279 (2024) - [j319]Tingting Xiao, Chen Chen, Mianxiong Dong, Kaoru Ota, Lei Liu, Schahram Dustdar:
Multi-Agent Reinforcement Learning-Based Trading Decision-Making in Platooning-Assisted Vehicular Networks. IEEE/ACM Trans. Netw. 32(3): 2143-2158 (2024) - [j318]Guanjie Cheng, Yewei Wang, Shuiguang Deng, Zhengzhe Xiang, Xueqiang Yan, Peng Zhao, Schahram Dustdar:
A Lightweight Authentication-Driven Trusted Management Framework for IoT Collaboration. IEEE Trans. Serv. Comput. 17(3): 747-760 (2024) - [j317]Hailiang Zhao, Shuiguang Deng, Zhengzhe Xiang, Xueqiang Yan, Jianwei Yin, Schahram Dustdar, Albert Y. Zomaya:
Scheduling Multi-Server Jobs With Sublinear Regrets via Online Learning. IEEE Trans. Serv. Comput. 17(3): 1168-1180 (2024) - [j316]Youshui Lu, Bowen Cai, Xiaojun Tang, Lei Liu, Jun Du, Shui Yu, Mohammed Atiquzzaman, Schahram Dustdar:
Tree-ORAP: A Tree-Based Oblivious Random-Access Protocol for Privacy-Protected Blockchain. IEEE Trans. Serv. Comput. 17(3): 1252-1264 (2024) - [j315]Long Luo, Chi Zhang, Hongfang Yu, Gang Sun, Shouxi Luo, Schahram Dustdar:
Communication-Efficient Federated Learning With Adaptive Aggregation for Heterogeneous Client-Edge-Cloud Network. IEEE Trans. Serv. Comput. 17(6): 3241-3255 (2024) - [c520]Philipp Raith, Stefan Nastic, Schahram Dustdar:
SimuScale: Optimizing Parameters for Autoscaling of Serverless Edge Functions Through Co-Simulation. CLOUD 2024: 305-315 - [c519]Víctor Casamayor-Pujol, Boris Sedlak, Yanwei Xu, Praveen Kumar Donta, Schahram Dustdar:
Invited Paper: DeepSLOs for the Computing Continuum. ApPLIED@PODC 2024: 1-10 - [c518]Donatella Firmani, Francesco Leotta, Jerin George Mathew, Jacopo Rossi, Lorenzo Balzotti, Hui Song, Dumitru Roman, Rustem Dautov, Erik Johannes Husom, Sagar Sen, Vilija Balionyte-Merle, Andrea Morichetta, Schahram Dustdar, Thijs Metsch, Valerio Frascolla, Ahmed Khalid, Giada Landi, Juan Brenes, Ioan Toma, Róbert Szabó, Christian Schaefer, Cosmin Udroiu, Alexandre Ulisses, Verena Pietsch, Sigmund Akselsen, Arne Munch-Ellingsen, Irena Pavlova, Hong-Gee Kim, Changsoo Kim, Bob Allen, Sunwoo Kim, Paulson Eberechukwu:
INTEND: Intent-Based Data Operation in the Computing Continuum. CAiSE Research Projects Exhibition 2024: 43-50 - [c517]Philipp Raith, Gourav Rattihalli, Aditya Dhakal, Sai Rahul Chalamalasetti, Dejan S. Milojicic, Eitan Frachtenberg, Stefan Nastic, Schahram Dustdar:
Opportunistic Energy-Aware Scheduling for Container Orchestration Platforms Using Graph Neural Networks. CCGrid 2024: 299-306 - [c516]Thomas Peroutka, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar:
A Graph-based Approach to Human Activity Recognition.