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<h4> <a href="https://users.aalto.fi/~truongh4/publications/index.html">Click here for publications
before 2016</a></h4>
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<h4 name=#preprint>Current working papers/Recent Preprints</h4>
<ul></ul>
<li>
Hong-Linh Truong, Nguyen Ngoc Nhu Trang, <b> Analytics Feature Space: a Novel Framework for Interoperable Edge Machine Learning Detection.</b> (<a href="https://research.aalto.fi/files/146122542/afs.pdf">PDF</a>), Under submission, 2024.
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<h4 name=#journals>Journals</h4>
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<ol>
<li>
Hong-Linh Truong, Ngoc Nhu Trang Nguyen, <b>TENSAI - Practical and Responsible Observability for Data Quality-aware Large-scale Analytics</b> (<a href="https://research.aalto.fi/files/113539512/main.pdf">PDF</a>), Journal of Data and Information Quality, ACM, <i>Accepted, to appear</i> 2024.
</li>
<br>
<li>
Minh-Tri Nguyen, Hong-Linh Truong, <b><a href="https://doi.org/10.1002/spe.3383">On Optimizing Resources for Real-Time End-to-End Machine Learning in Heterogeneous Edges</a></b>. Softw: Pract Exper., 2024, https://doi.org/10.1002/spe.3383
</li>
<li>
F. Chen, Z. Xiao, T. Xiang, J. Fan and H. -L. Truong, <b>A Full Lifecycle Authentication Scheme for Large-scale Smart IoT Applications,"</b> (<a href="https://research.aalto.fi/files/83415973/paper.pdf">PDF</a>) in IEEE Transactions on Dependable and Secure Computing, doi: 10.1109/TDSC.2022.3178115.
</li>
<br>
<li>Hong-Linh Truong, Tram Truong-Huu, Tien-Dung Cao, <a
href="https://link.springer.com/article/10.1007/s40860-022-00176-3">Making Distributed Edge Machine Learning for Resource-Constrained Communities and Environments Smarter: Contexts and Challenges</a>, Journal of Reliable Intelligent Environments (2022)
</li>
<br>
<li>
Orive, A., Agirre, A., Truong, H. L., Sarachaga, I., & Marcos, M. (2022). <a href="https://research.aalto.fi/files/80226940/Quality_of_Service_Aware_Orchestration_for_Cloud_Edge_Continuum_Applications.pdf">Quality of Service Aware Orchestration for Cloud–Edge Continuum Applications</a>. Sensors, 22(5), 1-21. [1755]. https://doi.org/10.3390/s22051755
</li>
<br>
<li>
Hong-Linh Truong, Liang Zhang, <b>Resilience and Elasticity for Continuous Service-based
Processes in Pandemic Ages</b>, (<a
href="https://www.researchgate.net/publication/343125834_Resilience_and_Elasticity_for_Continuous_Service-based_Processes_in_Pandemic_Ages">Long,
preprint PDF</a>), IEEE ITPro, July, 2021
</li>
<br>
<li>
Hong-Linh Truong, <a
href="https://research.aalto.fi/files/61274956/Truong_Using.1_s2.0_S2542660521000275_main.pdf">"Using
IoTCloudSamples as a Software Framework for Simulations of Edge Computing Scenarios"</a>,
Internet of Things: Engineering Cyber Physical Human Systems, 14, [100383].
https://doi.org/10.1016/j.iot.2021.100383, 2021
</li>
<br>
<li> Minjung Ryu, Hong-Linh Truong & Matti Kannala, <a
href="https://journalofbigdata.springeropen.com/articles/10.1186/s40537-021-00417-x">
Understanding quality of analytics trade-offs in an end-to-end machine learning-based
classification system for building information modeling</a> (<a
href="https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-021-00417-x.pdf">PDF</a>),
Journal of Big Data 8,31 (2021)
</li>
<br>
<li>
Fei Chen, Duming Luo, Tao Xiang, Ping Chen, Junfeng Fan, Hong-Linh Truong,<b>IoT Cloud Security
Review: A Case Study Approach Using Emerging Consumer-Oriented Applications</b> (<a
href="https://users.aalto.fi/~truongh4/publications/2021/truong-csur2021.pdf">PDF</a>), ACM COMPUTING
SURVEYS, 2021
</li>
<br>
<li>
Hong-Linh Truong, Peter Klein, <b>DevOps Contract for Assuring Execution of IoT Microservices in
the Edge</b> (<a href="https://doi.org/10.1016/j.iot.2019.100150">PDF</a>), Internet of
Things, Volume 9, 2020, 100150, ISSN 2542-6605
</li>
<li>
Ahmed Ismail, Hong-Linh Truong, Wolfgang Kastner, <b>Manufacturing Process Data Analysis
Pipelines: A Requirements Analysis and Survey</b>, (<a
href="https://www.researchgate.net/publication/327467408_Manufacturing_Process_Data_Analysis_Pipelines_A_Requirements_Analysis_and_Survey">Preprint</a>,
<a href="https://doi.org/10.1186/s40537-018-0162-3">Open Access PDF</a>), <a
href="https://journalofbigdata.springeropen.com/">Journal of Big Data</a>, 2019.
</li>
<li>
Hong-Linh Truong, Nanjangud C. Narendra, Kwei-Jay Lin, <b>Notes on ensembles of IoT, network
functions and clouds for service-oriented computing and applications</b>, (<a
href="http://rdcu.be/Ic9u">Open Access PDF</a>), Service Oriented Computing and Applications
Journal, Springer, Mar 2018, Service Oriented Computing and Applications. <a
href="https://doi.org/10.1007/s11761-018-0228-2">https://doi.org/10.1007/s11761-018-0228-2</a>
</li>
<li>
Hong-Linh Truong, Aitor Murguzur, Erica Yang, <b><a
href="https://users.aalto.fi/~truongh4/publications/2017/truong-jdiq-2017.pdf">"Challenges
in Enabling Quality of Analytics in the Cloud"</a></b> (<a
href="https://users.aalto.fi/~truongh4/publications/2017/truong-jdiq-2017.pdf">PDF</a>), <a
href="http://jdiq.acm.org/">Journal of Data and Information Quality</a>, ACM, 2017
</li>
<li>
Georgiana Copil, Daniel Moldovan, Hong-Linh Truong, Schahram Dustdar, <a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-rsybl-toit2016.pdf">rSYBL: a
Framework for Specifying and Controlling Cloud Services Elasticity</a>, ACM Transactions On
Internet Technologiy (TOIT), 2016.<i>To appear</i>
</li>
<li>
Tien-Dung Cao, Tran-Vu Pham, Quang-Hieu Vu, Hong-Linh Truong, Duc-Hung Le, Schahram Dustdar,
<b>"MARSA: A Marketplace for Realtime Human-Sensing Data,"</b> (<a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-toit2016.pdf">PDF</a>),
Transactions on Internet Technology, 2016.
</li>
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<h4 name=#conferences>Conferences/Book Chapters</h4>
</div>
<ol>
<li>
Minh-Tri Nguyen, Anh-Dung Nguyen, Jarno Rantaharju, Touko Puro, Matthias Rheinhardt, Maarit Korpi-Lagg, Hong-Linh Truong, <b>Supporting Opportunistic Data Operations for Data-Intensive Computational Applications</b> (<a href="https://research.aalto.fi/en/publications/supporting-opportunistic-data-operations-for-data-intensive-compu">PDF</a>), <a href="https://bdal.umbc.edu/bpod-2024/">The Seventh IEEE International Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications (BPOD 2024)</a>
</li>
<br>
<li>
Minh-Tri Nguyen, Hong-Linh Truong, Paolo Arcaini, Fuyuki Ishikawa, <b>Optimizing Multiple Consumer-specific Objectives in End-to-End Ensemble Machine Learning Serving</b> (<a href="https://acris.aalto.fi/ws/portalfiles/portal/163445081/UCC_2024.pdf">PDF</a>), <a href="https://www.uccbdcat2024.org/ucc/">The IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2024)</a>
</li>
<br>
<li>
Minh-Tri Nguyen, An Ngoc Lam, Phu Nguyen, Hong-Linh Truong, <b>Security Orchestration with Explainability for Digital Twins-based Smart Systems</b> (<a href="https://research.aalto.fi/files/146957595/submit_compsac2024149909.pdf">PDF</a>), <a href="https://ieeecompsac.computer.org/2024/">The 2024 IEEE International Conference on Computers, Software & Applications (COMPSAC 2024)</a>
</li>
<br>
<li>
Hong-Linh Truong and Ngoc Nhu Trang Nguyen. <b><a href="https://research.aalto.fi/files/147143279/Culao.pdf">CuLao - Constructing Utilities of Large Language Models in Resource-Constrained Environments</a></b>, In Proceedings of the 2024 International Conference on Information Technology for Social Good (GoodIT '24). Association for Computing Machinery, New York, NY, USA, 100–104. https://doi.org/10.1145/3677525.3678648
</li>
<br>
<li>
Liang, J., Feng, Z., Gao, H., Chen, Y., Huang, J., & Truong, L. <b><a href="https://research.aalto.fi/files/148122529/CWS_REG_215.pdf">Deep Reinforcement Learning based Reliability-aware Resource Placement and Task Offloading in Edge Computing</a></b>. In The 2024 IEEE International Conference on Web Services IEEE.
</li>
<br>
<li>
H. -L. Truong, M. Vukovic and R. Pavuluri, <b><a href="https://research.aalto.fi/files/162130078/collms_position.pdf">"On Coordinating LLMs and Platform Knowledge for Software Modernization and New Developments</a></b>," 2024 IEEE International Conference on Software Services Engineering (SSE), Shenzhen, China, 2024, pp. 188-193, doi: 10.1109/SSE62657.2024.00036.
</li>
<li>
Minh-Tri Nguyen, Hong-Linh Truong, Tram Truong-Huu <b>Novel Contract-based Runtime Explainability Framework for End-to-End Ensemble Machine Learning Serving</b> (<a href="https://research.aalto.fi/files/135321577/CAIN2024.pdf">PDF</a>), <a href="https://conf.researchr.org/dates/cain-2024">The 2024 International Conference on AI Engineering: Software Engineering for AI (CAIN 2024)</a>
</li>
<br>
<li>
Nguyen Ngoc Nhu Trang, Hong-Linh Truong <b>Context-aware, Composable Anomaly Detection in Large-scale Mobile Networks</b> (<a href="https://acris.aalto.fi/ws/portalfiles/portal/108507769/main.pdf">PDF</a>), <a href="https://ieeecompsac.computer.org/2023/">The 2023 IEEE International Conference on Computers, Software & Applications (COMPSAC 2023)</a>
</li>
<br>
<li>
Hong-Linh Truong, Nguyen Ngoc Nhu Trang, <b>HAIVAN: a Holistic ML Analytics Infrastructure for a Variety of Radio Access Networks</b> (<a href="https://research.aalto.fi/files/91823963/main.pdf">PDF</a>), <a href="https://bigdataieee.org/BigData2022/">2022 IEEE International Conference on Big Data (IEEE BigData 2022)</a>
</li>
<br>
<li>
Tien-Dung Cao, Hong-Linh Truong, Tram Truong-Huu, Minh-Tri Nguyen, <b>Enabling Awareness of Quality of Training and Costs in Federated Machine Learning Marketplaces</b> (<a href="https://research.aalto.fi/files/105781165/Enabling_Awareness_of_Quality_of_Training_and_Costs_in_Federated_Machine_Learning_Marketplaces.pdf">PDF</a>), <a href="https://ucc-conference.org/">2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing (UCC)</a>, 2022.
</li>
<br>
<li>
Hong-Linh Truong, Kostas Magoutis,<b>Robustness via Elasticity Accelerators for the IoT-Edge-Cloud Continuum</b> (<a href="https://research.aalto.fi/files/105781741/Robustness_via_Elasticity_Accelerators_for_the_IoT_Edge_Cloud_Continuum.pdf">PDF</a>), <a href="https://sites.google.com/unizar.es/cloudam2022">11th International Workshop on Cloud and Edge Computing, and Application Management</a>, in conjunction with the 15th IEEE/ACM Utility and Cloud Computing Conference (UCC) , 2022.
</li>
<br>
<li>
Hong-Linh Truong, <a
href="https://www.researchgate.net/publication/341762862_R3E_-An_Approach_to_Robustness_Reliability_Resilience_and_Elasticity_Engineering_for_End-to-End_Machine_Learning_Systems">Coordination-aware assurance for end-to-end machine learning systems: the R3E approach</a>, 2022
</li>
<br>
</li>
<li>
Nguyen, H-H., Phung, P., Nguyen, P., & Truong, L.,<b>Context-driven Policies Enforcement for Edge-based IoT Data Sharing-as-a-Service</b> (<a href="https://research.aalto.fi/files/84099020/main.pdf">PDF</a>). In 2022 IEEE International Conference on Services Computing (SCC), 2022.
</li>
<br>
<li>
Zhu, J., Peng, J., Zhang, L., & Truong, L., <b>Improving Business Process Resilience to Long-tailed Business Events via Low-code</b>, (<a href="https://research.aalto.fi/files/83436579/main.pdf">PDF</a>) In 2022 IEEE INTERNATIONAL CONFERENCE ON Web Services (IEEE ICWS 2022) IEEE
</li>
<br>
<li>
Pham, T-D., Ho, T-L., Truong-Huu, T., Cao, T-D., & Truong, L. (2021). <b>MAppGraph: Mobile-App Classification on Encrypted Network Traffic using Deep Graph Convolution Neural Networks</b>(<a href="https://research.aalto.fi/files/68131453/ACSAC2021.pdf">PDF</a>), In Proceedings - 37th Annual Computer Security Applications Conference, ACSAC 2021 (pp. 1025–1038). ACM. https://doi.org/10.1145/3485832.3485925
</li>
<br>
<li>
Hong-Linh Truong, <b>ASRE – Towards Application-specific Resource Ensembles across Edges and Clouds</b>(<a
href="https://research.aalto.fi/en/publications/asre-towards-application-specific-resource-ensembles-across-edges">PDF</a>), In P. Chemouil, M. Ulema, S. Clayman, M. Sayit, C. Cetinkaya, & S. Secci (Eds.), Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021 (pp. 239-243). IEEE. https://doi.org/10.23919/CNSM52442.2021.9615526
</li>
<br>
<li>
My-Linh Nguyen, Thao Phung, Duong-Hai Ly Hong-Linh Truong, <b>Holistic Explainability
Requirements for End-to-End Machine Learning in IoT Cloud Systems</b>, (<a
href="https://users.aalto.fi/~truongh4/publications/2021/truong-re-exp2021.pdf">Accepted PDF</a>), <a
href="https://conf.researchr.org/home/RE-2021">2021 IEEE International Requirements
Engineering Conference (REW)</a>, September 20-24, 2021.
</li>
<br>
<li>
Hong-Linh Truong, Minh-Tri Nguyen, <b>QoA4ML – A Framework for Supporting Contracts in Machine
Learning Services</b>, (<a href="https://research.aalto.fi/files/65786264/main.pdf">Accepted
PDF</a>), <a href="https://conferences.computer.org/icws/2021/">2021 IEEE International
Conference on Web Services (ICWS)</a>, September 5-10, 2021.
</li>
<br>
<li>
Rohit Raj, Hong-Linh Truong, <b>On Analysis of Security and Elasticity Dependency in IIoT
Platform Services</b>, (<a href="https://research.aalto.fi/files/65786325/main.pdf">Accepted
PDF</a>), <a href="https://conferences.computer.org/scc/2021/">2021 IEEE International
Conference on Services Computing (SCC)</a>, September 5-10, 2021.
</li>
<br>
<li>
Minh-Tri Nguyen, Hong-Linh Truong <a
href="https://acris.aalto.fi/ws/portalfiles/portal/62839845/main.pdf">"Demonstration Paper:
Monitoring Machine Learning Contracts with QoA4ML"</a>, <a
href="https://icpe2021.spec.org/calls/posters-and-demo-track">Companion of the 2021 ACM/SPEC
International Conference on Performance Engineering (ICPE'21)</a>, Apr. 19-23, 2021
</li>
<br>
<li>
Hong-Linh Truong, Filip Rydzi <a
href="https://www.researchgate.net/publication/333388734_Benchmarking_Blockchain_Interactions_in_Mobile_Edge_Cloud_Software_Systems">"Benchmarking
Blockchain Interactions in Mobile Edge Cloud Software Systems"</a>, <a
href="https://www.benchcouncil.org/bench20/">2020 BenchCouncil International Symposium on
Benchmarking, Measuring and Optimizing (Bench'20)</a>, Nov 15-16, 2020
</li>
<br>
<li>
Jorge Peña Queralta, Li Qingqing, Tuan Nguyen Gia, Hong-Linh Truong, Tomi Westerlund,
<b>End-to-End Design for Self-Reconfigurable Heterogeneous Robotic Swarms</b>(<a
href="https://www.researchgate.net/publication/341040585_End-to-End_Design_for_Self-Reconfigurable_Heterogeneous_Robotic_Swarms">PDF</a>),
2nd International Workshop on Wireless Sensors and Drones in Internet of Things (Wi-DroIT), The
International Conference on Distributed Computing in Sensor Systems (DCOSS 2020), USA, 2020</a>
</li>
<br>
<li>Filip Rydzi, Hong-Linh Truong,<b>Sharing Blockchain Performance Knowledge for Edge Service
Development</b>, (<a href="https://research.aalto.fi/files/41076795/main.pdf">PDF</a>), The
5th IEEE International Conference on Collaboration and Internet Computing - Los Angeles, United
States, 12 Dec 2019-14 Dec 2019</li>
<br>
<li>
Matt Baughman, Nifesh Chakubaji, Hong-Linh Truong, Krists Kreics, Kyle Chard, Ian Foster,
<b>Measuring, Quantifying, and Predicting the Cost-Accuracy Tradeoff</b> (<a
href="https://research.aalto.fi/files/41076847/paper.pdf">PDF</a>), IEEE International
Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications, IEEE
BigData 2019, Los Angeles, CA, USA.
</li>
<li>
Ta Duong, Ketan Kumar Todi, Umang Chaudhary, Hong-Linh Truong, <b>Decentralizing Air Traffic
Flow Management with Blockchain-based Reinforcement Learning</b>, (<a
href="https://users.aalto.fi/~truongh4/publications/2019/truong-indin2019.pdf">PDF</a>),<a
href="https://www.indin2019.org/"> The 2019 IEEE International Conference on Industrial
Informatics (INDIN’19)</a>,
22-25 July 2019, Helsinki-Espoo, Finland
</li>
<br>
<li>
Ivan Lujic, Hong-Linh Truong, <b>Architecturing Elastic Edge Storage Services for
Data-Driven Decision Making</b>, (<a
href="https://users.aalto.fi/~truongh4/publications/2019/truong-ecsa2019.pdf">PDF</a>, <a
href="https://www.researchgate.net/publication/333371908_Architecturing_Elastic_Edge_Storage_Services_for_Data-Driven_Decision_Making">Long
preprint version</a>),<a href="https://ecsa2019.univ-lille.fr/home">13th European Conference
on Software Architecture (ECSA)</a>,9-13 September 2019, Paris France
</li>
<br>
<li>
Lin Ye, Biqi Zhu, Chenglong Hu, Liang Zhang, Hong-Linh Truong, <b>On-the-fly Collaboration for
Legacy Business Process Systems in An Open Service Environment</b>, (<a
href="https://users.aalto.fi/~truongh4/publications/2019/truong-icws2019.pdf">PDF</a>),<a
href="https://conferences.computer.org/icws/2019/">The 2019 IEEE International Conference on
Web Services</a>, July 8-13, 2019, Milan, Italy
</li>
<br>
<li>
Hong-Linh Truong, <b><a
href="https://users.aalto.fi/~truongh4/publications/2018/truong-icii2018.pdf">Integrated
Analytics for IIoT Predictive Maintenance using IoT Big Data Cloud Systems</a></b>, (<a
href="https://users.aalto.fi/~truongh4/publications/2018/truong-icii2018.pdf">PDF</a>, <a
href="https://www.slideshare.net/linhsolar/integrated-analytics-for-iiot-predictive-maintenance-using-iot-big-data-cloud-systems">Slides</a>),
<a href="http://www.ieee-icii.org/">The IEEE International Conference on Industrial Internet
(ICII 2018)</a>, Bellevue, WA, USA, Oct 21-23, 2018.
</li>
<br>
<li>
Phu H. Nguyen, Phu H. Phung, Hong-Linh Truong, <b>A Security Policy Enforcement Framework for
Controlling IoT Tenant Applications in the Edge</b>, (<a
href="https://users.aalto.fi/~truongh4/publications/2018/truong-iot2018.pdf">Author
version</a>, <a
href="https://www.researchgate.net/publication/326493846_A_Security_Policy_Enforcement_Framework_for_Controlling_IoT_Tenant_Applications_in_the_Edge">Preprint</a>),
<a href="http://iot-conference.org/">The 8th International Conference on the Internet of Things
(IoT 2018)</a>, October 15–18, 2018, Santa Barbara, California, USA. <i>To appear</i>
</li>
<li>
Trung-Viet Nguyen, Lam Son Lê, Hong-Linh Truong, Khuong Nguyen-An and Phuong Hoai Ha,
<b>Handling Service Level Agreements in Internet of Things = Minding Rules + Log
Analytics?"</b>, (<a
href="https://users.aalto.fi/~truongh4/publications/2018/truong-edoc2018.pdf">Author
version</a>, <a
href="https://www.researchgate.net/publication/321302468_Handling_Service_Level_Agreements_in_Internet_of_Things_Minding_Rules_Log_Analytics">Pre-print</a>),
<a href="https://www.edoc2018.conf.kth.se">The 22d IEEE International Enterprise Computing
Conference (EDOC 2018)</a>, Stockholm, Sweden, October 16-19, 2018. <i>To appear</i>
</li>
<li>
Hong-Linh Truong, Lingfan Gao, Michael Hammerer, <b>Service Architectures and Dynamic Solutions
for Interoperability of IoT, Network Functions and Cloud Resources</b> (<a
href="https://www.researchgate.net/publication/326317224_Service_Architectures_and_Dynamic_Solutions_for_Interoperability_of_IoT_Network_Functions_and_Cloud_Resources">Preprint</a>),
<a
href="https://eventos.upm.es/12427/detail/european-conference-on-software-architectures-2018-ecsa18.html">12th
European Conference on Software Architecture</a>, September 24-28, 2018, Madrid, Spain.
<i>To appear</i>
</li>
<li>
Hong-Linh Truong, Manfred Halper, <b>Characterizing Incidents in Cloud-based IoT Data
Analytics</b>, (<a
href="https://users.aalto.fi/~truongh4/publications/2018/truong-compsac2018-cr.pdf">Author
version</a>, <a
href="https://www.researchgate.net/publication/324170664_Characterizing_Incidents_in_Cloud-based_IoT_Data_Analytics">Preprint</a>),
<a href="https://ieeecompsac.computer.org/2018/">The 42nd IEEE International Conference on
Computers, Software & Applications</a> Tokyo, Japan, July 23-27,<i> To appear</i>
</li>
<li>
Hong-Linh Truong, Matthias Karan, <b>Analytics of Performance and Data Quality for Mobile Edge
Cloud Applications</b>, (<a
href="https://users.aalto.fi/~truongh4/publications/2018/truong-cloud2018-cr.pdf">Author
version</a>, <a
href="https://www.researchgate.net/publication/323605132_Analytics_of_Performance_and_Data_Quality_for_Mobile_Edge_Cloud_Applications">Preprint</a>),
<a href="http://conferences.computer.org/cloud/2018/">The 2018 IEEE International Conference on
Cloud Computing, Workshop: Cloud and the Edge</a> San Francisco, USA, July 2-7,<i> To
appear</i>
</li>
<li>
Hong-Linh Truong, <b>Enabling Edge Analytics of IoT Data: the Case of LoRaWAN</b>, (<a
href="https://www.researchgate.net/publication/323143631_Enabling_Edge_Analytics_of_IoT_Data_the_Case_of_LoRaWAN">Preprint</a>,
<a href="https://users.aalto.fi/~truongh4/publications/2018/truong-iotsummit2018.pdf">Author
published PDF version</a>), <a href="http://www.globaliotsummit.org/">The 2018 Global IoT
Summit (GIoTS)</a> 4-7 June 2018 in Bilbao, Spain, <i> To appear</i>
</li>
<li>
Hong-Linh Truong, <b>Towards a Resource Slice Interoperability Hub for
IoT</b>, (<a
href="https://users.aalto.fi/~truongh4/publications/2018/rsihub_draft_jan18.pdf">Preprint
PDF</a>), <a href="http://plasma.dimes.unical.it/events/Globe-IoT2018/index.html">3rd
edition of Globe-IoT 2018: Towards Global Interoperability among IoT Systems</a>, IEEE,
2018. Orlando, Florida, USA, April 17-20, 2018. <i> To appear</i>
</li>
<li>
Hong-Linh Truong, Luca Berardinelli, Ivan Pavkovic and Georgiana Copil, <b>Modeling and
Provisioning IoT Cloud Systems for Testing Uncertainties</b>, (<a
href="https://users.aalto.fi/~truongh4/publications/2017/truong-mobiquitous2017.pdf">Pre-print
PDF</a>), <a href="http://mobiquitous.org/2017/show/home">14th EAI International Conference
on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous 2017)</a>,
November 7–10, 2017,Melbourne, Australia. To appear.
</li>
<li>Hong-Linh Truong, Luca Berardinelli, <a
href="https://users.aalto.fi/~truongh4/publications/2017/truong-tecps2017.pdf">Testing
Uncertainty of Cyber-physical Systems in IoT Cloud Infrastructures – Combining Model-Driven
Engineering and Elastic Execution</a>, <a
href="http://conf.researchr.org/track/issta-2017/issta-2017-tecps">Workshop on Testing
Embedded and Cyber-Physical Systems</a>, ISSTA 2017, To appear.</li>
<li> Phu Phung, Hong-Linh Truong, Divya Teja Yasoju, <a
href="https://users.aalto.fi/~truongh4/publications/2017/truong-iciot2017.pdf">P4SINC - An
Execution Policy Framework for IoT Services in the Edge</a> , the <a
href="http://www.iciot.org/2017/">2nd IEEE International Congress on Internet of Things </a>
(IEEE ICIOT 2017), June 25 - June 30, 2017, Honolulu, Hawaii, USA</li>
<li>
Florin-Bogdan Balint, Hong-Linh Truong, <a href="http://dsg.tu
wien.ac.at/staff/truong/publications/2017/truong-mobilecloud2017.pdf">On Support
ing Contract-aware IoT Dataspace Services</a>, <a href="http://www.mobile-cloud.
net/">the 5th IEEE International Conference on Mobile Cloud Computing, Services,
and Engineering (MobileCloud 2017)</a>, 6-8 April 2017 in San Francisco, USA <i>To
appear</i>
</li>
<li>
Hong-Linh Truong, Schahram Dustdar, Frank Leymann, <a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-cf2016-submitted.pdf">Towards
the Realization of Multi-dimensional Elasticity for Distributed Cloud Systems</a> (<a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-cf2016-submitted.pdf">Submitted
version</a>), <a href="http://cf2016.holacloud.eu">Cloud Forward Conference 2016</a>,
Elsevier Science Procedia Computer Science, 18-20 October 2016, Madrid, Spain.<i>To appear</i>.
</li>
<li>Hong-Linh Truong, Georgiana Copil, Schahram Dustdar, Duc-Hung Le, Daniel Moldovan, Stefan
Nastic, On Engineering Analytics for Elastic IoT Cloud Platforms, The 14th International
Conference on Service-Oriented Computing (ICSOC 2016), October 10-13, 2016, Banff, Alberta,
Canada <i>Accepted</i></li>
<li>Daniel Moldovan,Hong-Linh Truong,<a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-healthverificationcps2016.pdf">A
Platform for Run-time Health Verification of Elastic Cyber-physical Systems</a> (<a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-healthverificationcps2016.pdf">Submitted
PDF</a>), <a href="http://san.ee.ic.ac.uk/mascots2016/">The IEEE International Symposium on
Modelling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS
2016)</a>, September 19-21, Imperial College, London, UK, <i>Accepted</i>
</li>
<li>Duc-Hung Le, Nanjangud Narendra, Hong-Linh Truong <a href="http://bit.ly/1Y36tIY">HINC -
Harmonizing Diverse Resource Information
Across IoT, Network Functions and Clouds</a> (<a href="http://bit.ly/1Y36tIY">Submitted
PDF</a>), <a href="http://www.ficloud.org/2016/">The IEEE 4th International Conference on
Future Internet of Things and Cloud (FiCloud2016)</a>, 22-24 Aug, 2016, Vienna,
Austria.<i>To appear</i> </li>
<li>Muhammad Candra, Hong-Linh Truong, Schahram Dustdar, <a href="http://bit.ly/1TkdbZ7">On
Monitoring Cyber-Physical-Social Systems</a> (<a href="http://bit.ly/1TkdbZ7">PDF</a>), the
IEEE Services 2016, Emerging Technologies track on Services for Smart Cities, June 27 - July 2,
2016, San Francisco, USA
</li>
<li> Duc-Hung Le, Hong-Linh Truong, Schahram Dustdar, <a href="http://bit.ly/1XhIyVA">Managing
On-demand Sensing Resources in IoT
Cloud Systems</a> (<a href="http://bit.ly/1XhIyVA">PDF</a>), 5th IEEE International
Conference on Mobile Services (MS2016), June 27 - July 2, 2016, San Francisco, USA
</li>
<li> Carlos Müller, Hong-Linh Truong, Pablo Fernandez , Georgiana Copil, Antonio Ruiz–Cortés,
Schahram Dustdar, <a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-scc16.pdf">An
Elasticity-aware Governance Platform for Cloud Service Delivery</a> (<a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-scc16.pdf">PDF</a>), 13th
IEEE International Conference on Services Computing (SCC2016), June 27 - July 2, 2016, San
Francisco, USA
</li>
<li>
Hong-Linh Truong, Nanjangud Narendra, <a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-SINC-2016.pdf">SINC -- An
Information-Centric Approach for End-to-End IoT Cloud Resource Provisioning</a> (<a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-SINC-2016.pdf">Draft</a>),
International Conference on Cloud Computing Research & Innovation, CloudAsia 2016, May 3-5,
2016. Accepted
</li>
<li>
Daniel Moldovan, Hong-Linh Truong, Schahram Dustdar, <b>"Cost-aware scalability of applications
in public clouds"</b> (<a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-ic2e-2016.pdf">PDF</a>),
International Conference on Cloud Engineering (IC2E 2016), 4-8 April, 2016, Berlin, Germany.
</li>
<br>
<li>
Tien-Dung Cao, Hong-Linh Truong, <b>"Analyzing and Conceptualizing Monitoring and Analytics as a
Service for Grain Warehouses" </b> (<a
href="https://users.aalto.fi/~truongh4/publications/2016/truong-aciids2016.pdf">PDF</a>), <a
href="https://aciids.pwr.edu.pl/">8th Asian Conference on Intelligent Information and
Database Systems</a>,
14-16 March 2016, Da Nang, Vietnam. <i> To appear</i>
</li>
<br>
</ol>
</div>
<div class="col-md-12">
<div class="content-middle3">
<h4 name=#theses>Theses</h4>
</div>
<ol>
<li>Rishabh Kapoor: Cross-systems multi-level data pipelines optimization for predicting sunspot emergence, 2024</li>
<li>Grey Skipwith: Reliable scalable storage: solution for cloud native applications (with Ericsson), 2024</li>
<li>Eero Kauhanen: Continuous data quality validation in railway operation domain (with VR), 2023</li>
<li>Gustav Larsson: task scheduling for cloud processing (with <a href="https://www.f-secure.com/en">F-Secure</a>)</li>
<li>Breno Aberle: Microservices-based machine learning production deployment (with Bosch Connected Industries)</li>
<li> Cristian Abrante Dorta, <a href="https://aaltodoc.aalto.fi/handle/123456789/113714">Domain-Oriented Microservices Gateway Monitoring Using Big Data Techniques</a>, Master thesis, Mar, 2022
<li>Rohit Raj, <a href="https://aaltodoc.aalto.fi/handle/123456789/110507">"Establishing trust for secure elasticity in edge-cloud microservices"</a>, Master thesis, Sep 2021
</li>
<li>Luca Scotton, <a href="https://aaltodoc.aalto.fi/handle/123456789/102493">"Engineering framework
for scalable machine learning operations"</a>, Master thesis, 2021
</li>
<li>Minh-Duc Ta, <a href="https://aaltodoc.aalto.fi/handle/123456789/46141">Analytics of tools and
methodologies for blockchain-based software systems development</a>, Master thesis, 2020
</li>
<li>Antti Ahola, <a href="https://aaltodoc.aalto.fi/handle/123456789/102408">"Data migration from
legacy systems to data quality aware cloud-computing systems"</a>, Master thesis, 2020
</li>
<li>Nikita Korhonen, <a href="https://aaltodoc.aalto.fi/handle/123456789/44710">Managing and
Optimising IoT data and ML applications
dependencies</a>, Master thesis, 2020</li>
<li>Minjung Ryu, <a
href="https://aaltodoc.aalto.fi/handle/123456789/109912">Machine
Learning-based Classification System for Building Information Models</a>, Master Thesis,
2020</a></li>
<li>Ville Vainio, <a href="https://aaltodoc.aalto.fi/handle/123456789/42758">"Engineering analytics
of big data pipelines for stock market data"</a>, Master Thesis, 2020</li>
<li>Oscar Henriksson, <a href="https://aaltodoc.aalto.fi/handle/123456789/41385">Development of
Apros simulation application for cloud environment</a>, Master Thesis, 2019</li>
<li>Kreics Krists, <a href="https://aaltodoc.aalto.fi/handle/123456789/39908">Quality of analytics
management of data pipelines for retail forecasting</a>, Master thesis, Aug 2019</li>
<li>Filip Rydzi: <a href="https://repositum.tuwien.ac.at/urn:nbn:at:at-ubtuw:1-125183">Edge
Blockchain Provisioning for
Mobile Edge Computing Applications</a>, Master thesis, TU Wien, May 2019</li>
<li>Michael Hammerer:<a href="http://katalog.ub.tuwien.ac.at/AC15257224">On Providing On-demand
Interoperability Solutions for IoT</a>, Master thesis, Jan 2019.
</li>
<li>Lingfan Gao: <a href="https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-116136">On Provisioning
and Configuring Ensembles of IoT, Network Functions and Cloud Resources</a>, Master thesis,
Oct 2018
</li>
<li> Matthias Karan: Using Mobile Edge Computing Technologies for Real-time Cornering Assistance (<a
href="https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-109564">Master thesis</a>, <a
href="https://github.com/rdsea/EdgeCorneringAssistance">Software Prototype</a>), Feb 2018
</li>
<br>
<li>Peter Klein: Contract Definition and Governance for IoT (<a
href="http://repositum.tuwien.ac.at/urn:nbn:at:at-ubtuw:1-111129">Master thesis</a>, <a
href="https://github.com/rdsea/IoTContract">Software Prototype</a>), Feb 2018</li>
<br>
<li>Manfred Halper: Classification and Monitoring of Incidents in Cloud-based Big Data Analytics (<a
href="https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-110980">Master thesis</a>, <a
href="https://github.com/rdsea/bigdataincidentanalytics">Software Prototype</a>), Feb 2018
</li>
<br>
<li>Florin Balint: <a href="https://resolver.obvsg.at/urn:nbn:at:at-ubtuw:1-93229">Negotiating,
Monitoring and Recommending Data Contracts in IoT Dataspaces</a>, Master thesis, TU Wien,
2017</li>
</ol>
</div>
<div class="col-md-12">
<div class="content-middle3">
<h4 name=#other>Others</h4>
</div>
<ol>
<li>
Luca Berardinelli, Zhiyong Feng, Yanbo Han, Sheng Huang, Bing Li, Hongbing Wang, Shangguang
Wang, Liang Zhang <b>"CPS/IoT Service Manifesto (Fudan Manifesto)"</b>, August 2017
</li>
<!--li>
Hong-Linh Truong, Aitor Murguzur, Erica Yang, <a href="https://www.researchgate.net/publication/314949598_Challenges_in_Enabling_Quality_of_Analytics_in_the_Cloud">Challenges in Enabling Quality of Analytics in the Cloud</a>, September 2016, Working paper
</li-->
</ol>
</div>
<!-- Talks -->
<div class="col-md-12">
<div class="content-middle3">
<h4 name=#other>Invited Talks, Presentations, and Tutorials</h4>
</div>
<ol>
<li><a
href="https://www.slideshare.net/linhsolar/devops-for-dynamic-interoperability-of-iot-edge-and-cloud-systems-167726237">DevOps
for Dynamic Interoperability of IoT, Edge and Cloud Systems</a>, <a
href="https://vss.swa.univie.ac.at/2019/"> 2nd Vienna Software Seminar (VSS) on DevOps and
Microservice APIs</a>, 28-30 August, 2019.
</li>
<li>Service Engineering Analytics in Hybrid Computing Systems of IoT, big data and clouds (<a
href="https://users.aalto.fi/~truongh4/publications/2019/Truong_Linh_-installation-talk-april-2019.pdf">Slides</a>),
Aalto University, April 2019.</li>
<br>
<li>
<a href="https://github.com/rdsea/iot2018tutorial">Tutorial on Dynamic IoT Data, Protocol, and
Middleware Interoperability with Resource Slice Concepts and Tools</a>
</li>
<li>Hong-Linh Truong, <b>"Ensembles of IoT, Network Functions and Clouds: Requirements, Models and
Engineering Analytics"</b>, Aalto University, 11 April, 2018</li>
<br>
<li>Hong-Linh Truong, <b>Deep Context-Awareness: Context Coupling and New Types of Context
Information in the IoT Cloud World</b>, Panel Discussion, MobiQuitous 2017, 8 Nov 2017,
Melbourne, Australia</li>
<br>
<li>Hong-Linh Truong, <b><a
href="http://materials.dagstuhl.de/files/17/17441/17441.Hong-LinhTruong.Slides.pdf">Quantifying
and Detecting Incidents in IoT Big Data Analytics</a></b> (<a
href="http://materials.dagstuhl.de/files/17/17441/17441.Hong-LinhTruong.Slides.pdf">PDF</a>),
<a href="http://www.dagstuhl.de/en/program/calendar/semhp/?semnr=17441">Dagstuhl Seminar 17441 –
Big Stream Processing Systems</a>, 31 Oct 2017.</li>
<br>
<li>Luca Berardinelli, Hong-Linh Truong, <b>"Uncertainty-wise Engineering of IoT Cloud Systems:
From System Models to Non-Functional Analyses, Deployment, and Testing"</b>, Model-Driven
Engineering for the Internet of Things (2017), 22 Oct, 2017, Linz, Austria</li>
<br>
<li>
Luca Berardinelli and Hong-Linh Truong, <b>"Combining Model-driven Engineering and Elastic
Execution for Testing Uncertainty in CPS"</b>, 5th User Conference on Advanced Automated
Testing (UCAAT), 11-13 October 2017, Berlin, Germany
</li>
<br>
<li>
Hong-Linh Truong, <b>"Managing and Testing Ensembles of IoT, Network functions, and Clouds"</b>,
Center for Cyber-Physical Systems and Internet of Things, University of Southern California, 21
Sep, 2017
</li>
<br>
<li>
Luca Berardinelli, <b>"Modeling, Provisioning, and Testing of IoT/Cloud-based Cyber Physical
System under Uncertainty"</b>, Workhop on CPS/IoT Services, 19-20 August 2017, Fudan
University, China</li>
<li>
Luca Berardinelli, <b>"Modeling, Provisioning, and Testing of IoT/Cloud-based Cyber Physical
System under Uncertainty"</b>, Department of Information Engineering, Computer Science and
Mathematics, University of L'Aquila, 13 July, 2017</li>
<li>Hong-Linh Truong, <b>"Modeling and Testing Uncertainties in Application-oriented Slices of IoT,
Network functions, and Clouds"</b>, Ericsson R & D, 13 June, 2017, Bangalore, India</li>
<br>
<li> Hong-Linh Truong, <b>"Provisioning Application-oriented Slices of IoT, Network functions, and
Clouds: Necessity, Feasibility, and Possible Tools?"</b>, IBM Research Almaden, San Jose, 6
April, 2017, USA</li>
<li>Hong-Linh Truong, <b>"Slicing IoT, Network functions, and Clouds: Experiences and Next Research
Challenges"</b>, National Institute of Informatics (NII), Japan, 17 Mar, 2017</li>
</ol>
</div>
<div class="col-md-12">
<div class="content-middle3">
<h4 name=#other>Related courses</h4>
</div>
<ol>
<li> Current courses: <a href="https://version.aalto.fi/gitlab/bigdataplatforms/cs-e4640">Big Data
Platforms</a> and <a href="https://version.aalto.fi/gitlab/sys4bigml/cs-e4660">Advanced
Topics in Software Systems</a>
</li>
<br>
<li> Previous courses: <a href="https://linhsolar.github.io/ase/index.html">Advanced Services
Engineering</a> course for PhD/Master students at TU Wien and the <a
href="https://linhsolar.github.io/dst/index.html">Distributed Systems Technologies</a>
course for master studies at TU Wien.
</li>
</ol>
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