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S

Sasu Tarkoma

university of helsinki

48H-index
555Paper Count
1.1WCitation Count
Published Papers 104
Publication Date
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Adaptive Digital Twin synchronization under bandwidth constraints: A quantile forecasting and Kullback–Leibler divergence approach
errComputer Networks
IF4.6
err2026-09-01
err0
errOAAI
errYasith R. Wanigarathna; Sasu Tarkoma; Roberto Morabito
errShare
errSave
FedMixer: Heterogeneity-Resilient Federated Learning for Time Series Forecasting
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-08-07
err0
errOAAI
errBoyu Fan; Maryam Sabzevari; Xiang Su; Sasu Tarkoma; Pan Hui
errShare
errSave
Digital Twins for smart campus networks: An end-to-end framework for multi-domain data intelligence
errComputer Communications
IF4.3
err2026-04-02
err0
errOAAI
errBivek Pandey; Yasith R. Wanigarathna; Sasu Tarkoma; Roberto Morabito
errShare
errSave
Sometimes Painful but Promising: Feasibility and Trade-Offs of On-Device Language Model Inference
errACM Transactions on Embedded Computing Systems
IF2.6
err2026-03-01
err0
PREAI
errAbstreiter, Maximilian; Tarkoma, Sasu; Morabito, Roberto
errShare
errSave
Creation of AI-driven smart spaces for enhanced indoor environments – A survey
errInternet of Things
IF7.6
err2026-01-18
err0
errOAAI
errAygün Varol; Naser Hossein Motlagh; Mirka Leino; Sasu Tarkoma; Johanna Virkki
errShare
errSave
Agentic TinyML for Intent-Aware Handover in 6G Wireless Networks
errIEEE Wireless Communications
IF11.5
err2025-12-29
err0
errOAAI
errAlaa Saleh; Roberto Morabito; Sasu Tarkoma; Anders Lindgren; Susanna Pirttikangas; Lauri Lovén
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errSave
SARF: Sparsity-Aware Reconstruction Framework for Large-Scale Datasets
errIEEE Transactions on Big Data
IF5.7
err2025-12-04
err0
errOAAI
errAgustin Zuniga; Huber Flores; Ngoc Thi Nguyen; Pan Hui; Sasu Tarkoma; Petteri Nurmi
errShare
errSave
ICIP: Integrative Computational Internet of Things Platform for Adaptive and Energy-Efficient Smart Buildings
errIEEE Internet of Things Magazine
IF0
err2025-12-01
err0
PREAI
errMotlagh, Naser Hossein; Zaidan, Martha Arbayani; Makitalo, Niko; Nurmi, Petteri; Tarkoma, Sasu; Loven, Lauri
errShare
errSave
FPSelector: A Flexible Path Selector for Mobile Augmented Reality Offloading
errIEEE Transactions on Mobile Computing
IF9.2
err2025-09-01
err0
errOAAI
errYuanwei Zhu; Yakun Huang; Xiuquan Qiao; Xiaoli Liu; Xiang Su; Anna Brunström; Özgü Alay; Sasu Tarkoma
errShare
errSave
SmartPV-AIoT: an AIoT-integrated framework for fault diagnosis and remote monitoring in photovoltaic systems
errEnergy Conversion and Management: X
IF0
err2025-06-22
err0
errOAAI
errEhtisham Lodhi; Xiaoli Liu; Gang Xiong; M. Adil Khan; Zeeshan Lodhi; Tahir Nawaz; Adil Dilawar; Sasu Tarkoma; Feiyue Wang
errShare
errSave
Towards a data fabric framework for industrial metaverse integration
errsustainable computing informatics systems
IF0
err2025-05-30
err0
PREAI
errAbhishek Kumar; Lauri Lovén; Muhammad Talha Arshad; Susanna Pirttikangas; Sasu Tarkoma
errShare
errSave
HeLoRA: LoRA-heterogeneous Federated Fine-tuning for Foundation Models
errACM Transactions on Internet Technology
IF4.1
err2025-04-25
err0
PREAI
errBoyu Fan; Xiang Su; Sasu Tarkoma; Pan Hui
errShare
errSave
Toward Sustainable 6G Leveraging Digital Twin and Artificial Intelligence: Framework and Case Study
errIEEE Communications Magazine
IF8.2
err2025-03-12
err0
errOAAI
errDianlei Xu; Xiang Su; Sasu Tarkoma; Pan Hui
errShare
errSave
FedGK: Communication-Efficient Federated Learning through Group-Guided Knowledge Distillation
errACM TRANSACTIONS ON INTERNET TECHNOLOGY
IF4.1
err2024-11-15
err1
errOAAI
errZhang, Wenjun; Li, Xiaoli; Tarkoma, Sasu
errShare
errSave
Adaptive Compression-Aware Split Learning and Inference for Enhanced Network Efficiency
errACM TRANSACTIONS ON INTERNET TECHNOLOGY
IF4.1
err2024-11-15
err1
errOAAI
errMudvari, Akrit; Vainio, Antero; Ofeidis, Iason; Tarkoma, Sasu; Tassiulas, Leandros
errShare
errSave
FedVisual: Heterogeneity-Aware Model Aggregation for Federated Learning in Visual-Based Vehicular Crowdsensing
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-11-15
err0
PREAI
errZhang, Wenjun; Liu, Xiaoli; Zhang, Ruoyi; Zhu, Chao; Tarkoma, Sasu
errShare
errSave
Head-mounted display-based augmented reality for water quality visualisation
errpetroleum science and engineering
IF4.3
err2024-09-01
err1
errOAAI
errCao, Jacky; Liu, Xiaoli; Su, Xiang; Eilertsen, Jonas; Fjellestad, Thomas Berg; Haziri, Donjete; Vu, Andre Hoang-An; Koskiaho, Jari; Karjalainen, Satu Maaria; Ronkanen, Anna-kaisa; Tarkoma, Sasu; Hui, Pan
errShare
errSave
IrMaSet: Intelligent Weather Forecaster System for Hyperlocal Renewable Energies
errIEEE CONSUMER ELECTRONICS MAGAZINE
IF4.1
err2024-09-01
err0
PREAI
errZaidan, Martha Arbayani; Motlagh, Naser Hossein; Zakeri, Behnam; Petaja, Tuukka; Kulmala, Markku; Tarkoma, Sasu
errShare
errSave
A robust optimization approach for placement of applications in edge computing considering latency uncertaint
errOMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
IF7.2
err2024-07-01
err1
errOAAI
errJeong, Jaehee; Premsankar, Gopika; Ghaddar, Bissan; Tarkoma, Sasu
errShare
errSave
The Price is Right? The Economic Value of Sharing Sensors
errIEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS
IF4.9
err2024-06-01
err1
PREAI
errNguyen, Ngoc Thi; Zubair, Maria; Zuniga, Agustin; Tarkoma, Sasu; Hui, Pan; Lee, Hyowon; Perrault, Simon Tangi; Ammar, Mostafa H.; Flores, Huber; Nurmi, Petteri
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errSave

Research Directions

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Co-authors
Cooperation Journals
M
Markku Kulmala
H-index: 179 · Papers: 2.9K
D
David W. Bates
H-index: 147 · Papers: 1.3K
R
Rajkumar Buyya
H-index: 140 · Papers: 1.5K
Z
Zhu Han
H-index: 135 · Papers: 3.7K
T
Tuukka Petäjä
H-index: 124 · Papers: 1.5K
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