Stefan Nastic

89 papers A 4B 12C 6Misc 7Journal 30Unranked 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
Compass: Optimizing Compound AI Workflows for Dynamic Adaptation.
CoRR
Milos Gravara, Juan Luis Herrera, Stefan Nastic
2025 J jnl
A Novel Compound AI Model for 6G Networks in 3D Continuum.
CoRR
Milos Gravara, Andrija Stanisic, Stefan Nastic
2025 J jnl
CWASI: A WebAssembly Runtime Shim for Inter-function Communication in the Serverless Edge-Cloud Continuum.
CoRR
Cynthia Marcelino, Stefan Nastic
2025 J jnl
ChunkFunc: Dynamic SLO-Aware Configuration of Serverless Functions.
IEEE Trans. Parallel Distributed Syst.
Thomas W. Pusztai, Stefan Nastic
2025 B conf
Cosmos: A Cost Model for Serverless Workflows in the 3D Compute Continuum.
SMARTCOMP
Cynthia Marcelino, Sebastian Gollhofer-Berger, Thomas W. Pusztai, Stefan Nastic
2025 J jnl
Cosmos: A Cost Model for Serverless Workflows in the 3D Compute Continuum.
CoRR
Cynthia Marcelino, Sebastian Gollhofer-Berger, Thomas W. Pusztai, Stefan Nastic
2025 — conf
Currus - A Compound AI Approach to Distributed Vehicle Trajectory Reconstruction in the Edge-Cloud.
IOT
Manuel Can Kaya, Thomas Werner Pusztai, Andrija Stanisic, Stefan Nastic
2025 J jnl
Databelt: A Continuous Data Path for Serverless Workflows in the 3D Compute Continuum.
CoRR
Cynthia Marcelino, Leonard Guelmino, Thomas W. Pusztai, Stefan Nastic
2025 J jnl
Databelt: A continuous data path for serverless workflows in the 3D compute continuum.
J. Syst. Archit.
Cynthia Marcelino, Leonard Guelmino, Thomas W. Pusztai, Stefan Nastic
2025 — conf
EP-MPC: An Emergency Vehicle Priority Method at Isolated Intersections in mixed Connected Environment.
SOLI
Tianran Zhang, Sixuan Xu, Lei Zhao, Stefan Nastic, Weihua Zhang, Chen Wang
2025 B conf
EdgeCloudForge: Simulation-Driven Synthetic Dataset Generation For Proactive Serverless Edge Function Autoscaling.
IC2E
Philipp Raith, Alireza Furutanpey, Nikola Lukic, Vijay Thurimella, Stefan Nastic
2025 C conf
FedCCL: Federated Clustered Continual Learning Framework for Privacy-Focused Energy Forecasting.
ICFEC
Michael A. Helcig, Stefan Nastic
2025 J jnl
FedCCL: Federated Clustered Continual Learning Framework for Privacy-focused Energy Forecasting.
CoRR
Michael A. Helcig, Stefan Nastic
2025 J jnl
Formal and Empirical Study of Metadata-Based Profiling for Resource Management in the Computing Continuum.
CoRR
Andrea Morichetta, Stefan Nastic, Víctor Casamayor-Pujol, Schahram Dustdar
2025 C conf
Gaia: Hybrid Hardware Acceleration for Serverless AI in the 3D Compute Continuum.
BDCAT
Maximilian Reisecker, Cynthia Marcelino, Thomas W. Pusztai, Stefan Nastic
2025 J jnl
Gaia: Hybrid Hardware Acceleration for Serverless AI in the 3D Compute Continuum.
CoRR
Maximilian Reisecker, Cynthia Marcelino, Thomas W. Pusztai, Stefan Nastic
2025 — conf
Lumos: Performance Characterization of WebAssembly as a Serverless Runtime in the Edge-Cloud Continuum.
IOT
Cynthia Marcelino, Noah Krennmair, Thomas Werner Pusztai, Stefan Nastic
2025 J jnl
Lumos: Performance Characterization of WebAssembly as a Serverless Runtime in the Edge-Cloud Continuum.
CoRR
Cynthia Marcelino, Noah Krennmair, Thomas W. Pusztai, Stefan Nastic
2025 J jnl
Performance Isolation for Serverless Functions.
IEEE Trans. Serv. Comput.
Rastko Gajanin, Cynthia Marcelino, Stefan Nastic
2025 J jnl
ProbSelect: Stochastic Client Selection for GPU-Accelerated Compute Devices in the 3D Continuum.
CoRR
Andrija Stanisic, Stefan Nastic
2025 — ed.
Proceedings of the 15th International Conference on the Internet of Things, IOT 2025, ViennaAustria, November 18-21, 2025
IOT
Stefan Nastic, Florian Michahelles, Sashko Ristov, Patrizio Dazzi, Florian Wolling
2025 A conf
Roadrunner: Accelerating Data Delivery to WebAssembly-Based Serverless Functions.
Middleware
Cynthia Marcelino, Thomas W. Pusztai, Stefan Nastic
2025 J jnl
Roadrunner: Accelerating Data Delivery to WebAssembly-Based Serverless Functions.
CoRR
Cynthia Marcelino, Thomas W. Pusztai, Stefan Nastic
2025 — conf
Self-Adaptive Intelligent Deployment of Message Brokers: An Empirical Study on IoT Performance.
ICM
Amirali Amiri, Stefan Nastic, Bahman Javadi, Wolfgang Kastner
2025 — conf
Stardust: A Scalable and Extensible Simulator for the 3D Continuum.
EDGE
Thomas W. Pusztai, Jan Hisberger, Cynthia Marcelino, Stefan Nastic
2025 J jnl
Stardust: A Scalable and Extensible Simulator for the 3D Continuum.
CoRR
Thomas W. Pusztai, Jan Hisberger, Cynthia Marcelino, Stefan Nastic
2025 J jnl
Supply chain optimization using model-based systems engineering and the Internet of Things.
Elektrotech. Informationstechnik
Amirali Amiri, Stefan Nastic, Wolfgang Kastner
2025 — conf
Surveillance-Based Spatial Temporal Traffic Accident Detection: A Novel Dataset and Tailored Algorithm.
ITSC
Sixuan Xu, Tianran Zhang, Lei Zhao, Wei Zhou, Stefan Nastic, Chen Wang
2025 — conf
Video-Based Traffic Anomaly Detection with Vision-Language Models: A Survey.
ITSC
Yuxin Zheng, Wei Zhou, Stefan Nastic, Chen Wang
2024 J jnl
BaaSLess: Backend-as-a-Service (BaaS)-Enabled Workflows in Federated Serverless Infrastructures.
IEEE Trans. Cloud Comput.
Thomas Larcher, Philipp Gritsch, Stefan Nastic, Sashko Ristov
2024 C conf
Deployment Architectures of MQTT Brokers in Event-Driven Industrial Internet of Things.
IECON
Amirali Amiri, Valentin P. Just, Gernot Steindl, Stefan Nastic, Wolfgang Kastner, Ian Gorton
2024 — conf
GoldFish: Serverless Actors with Short-Term Memory State for the Edge-Cloud Continuum.
IoT
Cynthia Marcelino, Jack Shahhoud, Stefan Nastic
2024 J jnl
GoldFish: Serverless Actors with Short-Term Memory State for the Edge-Cloud Continuum.
CoRR
Cynthia Marcelino, Jack Shahhoud, Stefan Nastic
2024 Misc conf
HyperDrive: Scheduling Serverless Functions in the Edge-Cloud-Space 3D Continuum.
SEC
Thomas W. Pusztai, Cynthia Marcelino, Stefan Nastic
2024 J jnl
HyperDrive: Scheduling Serverless Functions in the Edge-Cloud-Space 3D Continuum.
CoRR
Thomas W. Pusztai, Cynthia Marcelino, Stefan Nastic
2024 B conf
MISO: A CRDT-based Middleware for Stateful Objects in the Serverless Edge-Cloud Continuum.
IC2E
Valentin Goronjic, Stefan Nastic
2024 B conf
Opportunistic Energy-Aware Scheduling for Container Orchestration Platforms Using Graph Neural Networks.
CCGrid
Philipp Raith, Gourav Rattihalli, Aditya Dhakal, Sai Rahul Chalamalasetti, Dejan S. Milojicic, Eitan Frachtenberg, Stefan Nastic, Schahram Dustdar
2024 J jnl
Self-Provisioning Infrastructures for the Next Generation Serverless Computing.
SN Comput. Sci.
Stefan Nastic
2024 B conf
SimuScale: Optimizing Parameters for Autoscaling of Serverless Edge Functions Through Co-Simulation.
CLOUD
Philipp Raith, Stefan Nastic, Schahram Dustdar
2024 — conf
StoreLess: Serverless Workflow Scheduling with Federated Storage in Sky Computing.
ICSOC (2)
Sashko Ristov, Mika Hautz, Philipp Gritsch, Stefan Nastic, Radu Prodan, Michael Felderer
2024 — conf
Towards Adaptive Asynchronous Federated Learning for Human Activity Recognition.
IoT
Rastko Gajanin, Anastasiya Danilenka, Andrea Morichetta, Stefan Nastic
2024 J jnl
Towards Adaptive Asynchronous Federated Learning for Human Activity Recognition.
CoRR
Rastko Gajanin, Anastasiya Danilenka, Andrea Morichetta, Stefan Nastic
2024 Misc conf
Truffle: Efficient Data Passing for Data-Intensive Serverless Workflows in the Edge-Cloud Continuum.
UCC
Cynthia Marcelino, Stefan Nastic
2024 J jnl
Truffle: Efficient Data Passing for Data-Intensive Serverless Workflows in the Edge-Cloud Continuum.
CoRR
Cynthia Marcelino, Stefan Nastic
2024 C conf
VATE: Edge-Cloud System for Object Detection in Real-Time Video Streams.
ICFEC
Maximilian Maresch, Stefan Nastic
2023 — conf
AttentionFunc: Balancing FaaS Compute across Edge-Cloud Continuum with Reinforcement Learning.
IoT
Kexin Li, Stefan Nastic
2023 Misc conf
CWASI: A WebAssembly Runtime Shim for Inter-Function Communication in the Serverless Edge-Cloud Continuum.
SEC
Cynthia Marcelino, Stefan Nastic
2023 B conf
Demystifying deep learning in predictive monitoring for cloud-native SLOs.
CLOUD
Andrea Morichetta, Thomas W. Pusztai, Deepak Vij, Víctor Casamayor-Pujol, Philipp Raith, Ying Xiong, Stefan Nastic, Schahram Dustdar, Zhaobo Zhang
2023 — conf
Intelligent Sampling: A Novel Approach to Optimize Workload Scheduling in Large-Scale Heterogeneous Computing Continuum.
SOSE
Víctor Casamayor-Pujol, Andrea Morichetta, Stefan Nastic
2023 — conf
PolarisProfiler: A Novel Metadata-Based Profiling Approach for Optimizing Resource Management in the Edge-Cloud Continnum.
SOSE
Andrea Morichetta, Víctor Casamayor-Pujol, Stefan Nastic, Schahram Dustdar, Deepak Vij, Ying Xiong, Zhaobo Zhang
2023 — conf
Serverless Compute Fabric for Edge-Cloud Continuum: Opportunities and Challenges.
ICEIS
Stefan Nastic
2023 J jnl
Serverless Edge Computing - Where We Are and What Lies Ahead.
IEEE Internet Comput.
Philipp Raith, Stefan Nastic, Schahram Dustdar
2023 B conf
Vela: A 3-Phase Distributed Scheduler for the Edge-Cloud Continuum.
IC2E
Thomas W. Pusztai, Stefan Nastic, Philipp Raith, Schahram Dustdar, Deepak Vij, Ying Xiong
2022 — conf
A Serverless Computing Fabric for Edge & Cloud.
CogMI
Stefan Nastic, Philipp Raith, Alireza Furutanpey, Thomas W. Pusztai, Schahram Dustdar
2022 Misc conf
Polaris Scheduler: SLO- and Topology-aware Microservices Scheduling at the Edge.
UCC
Thomas W. Pusztai, Stefan Nastic, Andrea Morichetta, Víctor Casamayor-Pujol, Philipp Raith, Schahram Dustdar, Deepak Vij, Ying Xiong, Zhaobo Zhang
2021 B conf
A Novel Middleware for Efficiently Implementing Complex Cloud-Native SLOs.
CLOUD
Thomas W. Pusztai, Andrea Morichetta, Víctor Casamayor-Pujol, Schahram Dustdar, Stefan Nastic, Xiaoning Ding, Deepak Vij, Ying Xiong
2021 B conf
Polaris Scheduler: Edge Sensitive and SLO Aware Workload Scheduling in Cloud-Edge-IoT Clusters.
CLOUD
Stefan Nastic, Thomas W. Pusztai, Andrea Morichetta, Víctor Casamayor-Pujol, Schahram Dustdar, Deepak Vij, Ying Xiong
2021 A conf
SLO Script: A Novel Language for Implementing Complex Cloud-Native Elasticity-Driven SLOs.
ICWS
Thomas W. Pusztai, Andrea Morichetta, Víctor Casamayor-Pujol, Schahram Dustdar, Stefan Nastic, Xiaoning Ding, Deepak Vij, Ying Xiong
2020 J jnl
SLOC: Service Level Objectives for Next Generation Cloud Computing.
IEEE Internet Comput.
Stefan Nastic, Andrea Morichetta, Thomas W. Pusztai, Schahram Dustdar, Xiaoning Ding, Deepak Vij, Ying Xiong
2019 J jnl
A Deviceless Edge Computing Approach for Streaming IoT Applications.
IEEE Internet Comput.
Marjan Gusev, Bojana Koteska, Magdalena Kostoska, Boro Jakimovski, Schahram Dustdar, Ognjen Scekic, Thomas Rausch, Stefan Nastic, Sasko Ristov, Thomas Fahringer
2019 J jnl
Blockchain-Supported Smart City Platform for Social Value Co-Creation and Exchange.
IEEE Internet Comput.
Ognjen Scekic, Stefan Nastic, Schahram Dustdar
2019 A conf
Towards Resilient Internet of Things: Vision, Challenges, and Research Roadmap.
ICDCS
Christos Tsigkanos, Stefan Nastic, Schahram Dustdar
2018 B conf
EMMA: Distributed QoS-Aware MQTT Middleware for Edge Computing Applications.
IC2E
Thomas Rausch, Stefan Nastic, Schahram Dustdar
2018 — ch.
SMART-FI: Exploiting Open IoT Data from Smart Cities in the Future Internet Society.
Internet of Everything
Stefan Nastic, Javier Cubo, Malena Donato, Schahram Dustdar, Örjan Guthu. Mats Jonsson, Ömer Özdemir, Ernesto Pimentel, M. Serdar Yümlü
2018 — ch.
Towards Deviceless Edge Computing: Challenges, Design Aspects, and Models for Serverless Paradigm at the Edge.
The Essence of Software Engineering
Stefan Nastic, Schahram Dustdar
2017 J jnl
A Serverless Real-Time Data Analytics Platform for Edge Computing.
IEEE Internet Comput.
Stefan Nastic, Thomas Rausch, Ognjen Scekic, Schahram Dustdar, Marjan Gusev, Bojana Koteska, Magdalena Kostoska, Boro Jakimovski, Sasko Ristov, Radu Prodan
2017 B conf
Data and control points: A programming model for resource-constrained iot cloud edge devices.
SMC
Stefan Nastic, Hong Linh Truong, Schahram Dustdar
2017 Misc conf
Deviceless edge computing: extending serverless computing to the edge of the network.
SYSTOR
Alex Glikson, Stefan Nastic, Schahram Dustdar
2017 J jnl
Osmotic Flow: Osmotic Computing + IoT Workflow.
IEEE Cloud Comput.
Matteo Nardelli, Stefan Nastic, Schahram Dustdar, Massimo Villari, Rajiv Ranjan
2017 — book
Smart Cities - The Internet of Things, People and Systems
Schahram Dustdar, Stefan Nastic, Ognjen Scekic
2016 Misc conf
A Middleware Infrastructure for Utility-Based Provisioning of IoT Cloud Systems.
SEC
Stefan Nastic, Hong Linh Truong, Schahram Dustdar
2016 — conf
A Novel Vision of Cyber-Human Smart City.
HotWeb
Schahram Dustdar, Stefan Nastic, Ognjen Scekic
2016 A conf
On Engineering Analytics for Elastic IoT Cloud Platforms.
ICSOC
Hong Linh Truong, Georgiana Copil, Schahram Dustdar, Duc-Hung Le, Daniel Moldovan, Stefan Nastic
2015 C conf
Governing Elastic IoT Cloud Systems under Uncertainty.
CloudCom
Stefan Nastic, Georgiana Copil, Hong Linh Truong, Schahram Dustdar
2015 — conf
LEONORE - Large-Scale Provisioning of Resource-Constrained IoT Deployments.
SOSE
Michael Vögler, Johannes M. Schleicher, Christian Inzinger, Stefan Nastic, Sanjin Sehic, Schahram Dustdar
2015 J jnl
SDG-Pro: a programming framework for software-defined IoT cloud gateways.
J. Internet Serv. Appl.
Stefan Nastic, Hong Linh Truong, Schahram Dustdar
2015 — conf
iCOMOT - A Toolset for Managing IoT Cloud Systems.
MDM (1)
Hong Linh Truong, Georgiana Copil, Schahram Dustdar, Duc-Hung Le, Daniel Moldovan, Stefan Nastic
2015 — conf
rtGovOps: A Runtime Framework for Governance in Large-Scale Software-Defined IoT Cloud Systems.
MobileCloud
Stefan Nastic, Michael Vögler, Christian Inzinger, Hong Linh Truong, Schahram Dustdar
2014 — conf
COLT Collaborative Delivery of Lightweight IoT Applications.
IoT360 (1)
Michael Vögler, Fei Li, Markus Claeßens, Johannes M. Schleicher, Sanjin Sehic, Stefan Nastic, Schahram Dustdar
2014 Misc conf
Entity-adaptation: a programming model for development of context-aware applications.
SAC
Sanjin Sehic, Stefan Nastic, Michael Vögler, Fei Li, Schahram Dustdar
2014 — conf
GovOps: The Missing Link for Governance in Software-Defined IoT Cloud Systems.
ICSOC Workshops
Stefan Nastic, Christian Inzinger, Hong Linh Truong, Schahram Dustdar
2014 — conf
MADCAT: A Methodology for Architecture and Deployment of Cloud Application Topologies.
SOSE
Christian Inzinger, Stefan Nastic, Sanjin Sehic, Michael Vögler, Fei Li, Schahram Dustdar
2014 — conf
Provisioning Software-Defined IoT Cloud Systems.
FiCloud
Stefan Nastic, Sanjin Sehic, Duc-Hung Le, Hong Linh Truong, Schahram Dustdar
2014 C conf
SALSA: A Framework for Dynamic Configuration of Cloud Services.
CloudCom
Duc-Hung Le, Hong Linh Truong, Georgiana Copil, Stefan Nastic, Schahram Dustdar
2013 — conf
Green software services: From requirements to business models.
GREENS
Schahram Dustdar, Fei Li, Hong Linh Truong, Sanjin Sehic, Stefan Nastic, Soheil Qanbari, Michael Vögler, Markus Claessens
2013 — conf
PatRICIA - A Novel Programming Model for IoT Applications on Cloud Platforms.
SOCA
Stefan Nastic, Sanjin Sehic, Michael Vögler, Hong Linh Truong, Schahram Dustdar
2013 J jnl
Web-Scale Service Delivery for Smart Cities.
IEEE Internet Comput.
Fei Li, Michael Vögler, Sanjin Sehic, Soheil Qanbari, Stefan Nastic, Hong Linh Truong, Schahram Dustdar
2012 B conf
A programming model for context-aware applications in large-scale pervasive systems.
WiMob
Sanjin Sehic, Fei Li, Stefan Nastic, Schahram Dustdar
2012 — conf
Data Quality Observation in Pervasive Environments.
CSE
Fei Li, Stefan Nastic, Schahram Dustdar