Search Results - "Tarkoma, Sasu"

A gap analysis of Internet-of-Things platforms by Mineraud, Julien, Mazhelis, Oleksiy, Su, Xiang, Tarkoma, Sasu

“…We are experiencing an abundance of Internet-of-Things (IoT) middleware solutions that provide connectivity for sensors and actuators to the Internet. To gain…”
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IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT by Miettinen, Markus, Sadeghi, Ahmad-Reza, Marchal, Samuel, Asokan, N., Hafeez, Ibbad, Tarkoma, Sasu

“…With the rapid growth of the Internet-of-Things (IoT), concerns about the security of IoT devices have become prominent. Several vendors are producing…”
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Data driven analysis of lithium-ion battery internal resistance towards reliable state of health prediction by Hoque, Mohammad A., Nurmi, Petteri, Kumar, Arjun, Varjonen, Samu, Song, Junehwa, Pecht, Michael G., Tarkoma, Sasu

“…Accurately predicting the lifetime of lithium-ion batteries in the early stage is critical for faster battery production, tuning the production line, and…”
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Intelligent Calibration and Virtual Sensing for Integrated Low-Cost Air Quality Sensors by Zaidan, Martha Arbayani, Hossein Motlagh, Naser, Fung, Pak L., Lu, David, Timonen, Hilkka, Kuula, Joel, Niemi, Jarkko V., Tarkoma, Sasu, Petaja, Tuukka, Kulmala, Markku, Hussein, Tareq

“…This paper presents the development of air quality low-cost sensors (LCS) with improved accuracy features. The LCS features integrate machine learning based…”
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SimCost: cost-effective resource provision prediction and recommendation for spark workloads by Chen, Yuxing, Hoque, Mohammad A., Xu, Pengfei, Lu, Jiaheng, Tarkoma, Sasu

“…Spark is one of the most popular big data analytical platforms. To save time, achieve high resource utilization, and remain cost-effective for Spark jobs, it…”
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Enhancing the Internet of Things with Knowledge-Driven Software-Defined Networking Technology: Future Perspectives by Li, Yuhong, Su, Xiang, Ding, Aaron Yi, Lindgren, Anders, Liu, Xiaoli, Prehofer, Christian, Riekki, Jukka, Rahmani, Rahim, Tarkoma, Sasu, Hui, Pan

“…The Internet of Things (IoT) connects smart devices to enable various intelligent services. The deployment of IoT encounters several challenges, such as…”
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Programmable Session Layer MULTI-Connectivity by Hatonen, Seppo, Rao, Ashwin, Tarkoma, Sasu

“…Our devices can use a wide range of communication technologies such as multiple cellular technologies (4G/5G), WiFi, and also Ethernet. At the same time,…”
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Band Ranking via Extended Coefficient of Variation for Hyperspectral Band Selection by Su, Peifeng, Tarkoma, Sasu, Pellikka, Petri K. E.

“…Hundreds of narrow bands over a continuous spectral range make hyperspectral imagery rich in information about objects, while at the same time causing the…”
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Access control for trusted data sharing by Zubair, Maria, Sabzevari, Maryam, Khatri, Vikramajeet, Tarkoma, Sasu, Hätönen, Kimmo

“…In the envisioned 6G landscape, data sharing is expected to become increasingly prevalent, giving rise to digital marketplaces that foster cooperation among…”
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Sketching an AI Marketplace: Tech, Economic, and Regulatory Aspects by Kumar, Abhishek, Finley, Benjamin, Braud, Tristan, Tarkoma, Sasu, Hui, Pan

“…Artificial intelligence shows promise for solving many practical societal problems in areas such as healthcare and transportation. However, the current…”
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Input-Adaptive Proxy for Black Carbon as a Virtual Sensor by Fung, Pak Lun, Zaidan, Martha A, Sillanpää, Salla, Kousa, Anu, Niemi, Jarkko V, Timonen, Hilkka, Kuula, Joel, Saukko, Erkka, Luoma, Krista, Petäjä, Tuukka, Tarkoma, Sasu, Kulmala, Markku, Hussein, Tareq

“…Missing data has been a challenge in air quality measurement. In this study, we develop an input-adaptive proxy, which selects input variables of other air…”
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A survey of COVID-19 in public transportation: Transmission risk, mitigation and prevention by Liu, Xiaoli, Kortoçi, Pranvera, Motlagh, Naser Hossein, Nurmi, Petteri, Tarkoma, Sasu

“…•Survey the main transmission, risks, mitigation, and prevention mechanisms.•Different mediating factors affect the transmission risk of the virus.•Social…”
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A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities by Xi, Yanxin, Liu, Yu, Li, Tong, Ding, Jingtao, Zhang, Yunke, Tarkoma, Sasu, Li, Yong, Hui, Pan

“…Cities play an important role in achieving sustainable development goals (SDGs) to promote economic growth and meet social needs. Especially satellite imagery…”
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Fighting pandemics with digital epidemiology by Tarkoma, Sasu, Alghnam, Suliman, Howell, Michael D.

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Privacy-preserving data sharing via probabilistic modeling by Jälkö, Joonas, Lagerspetz, Eemil, Haukka, Jari, Tarkoma, Sasu, Honkela, Antti, Kaski, Samuel

“…Differential privacy allows quantifying privacy loss resulting from accession of sensitive personal data. Repeated accesses to underlying data incur increasing…”
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Author Correction: A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities by Xi, Yanxin, Liu, Yu, Li, Tong, Ding, Jingtao, Zhang, Yunke, Tarkoma, Sasu, Li, Yong, Hui, Pan

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FlexState: Flexible State Management of Network Functions by Pozza, Matteo, Rao, Ashwin, Lugones, Diego F., Tarkoma, Sasu

“…Network function (NF) developers have traditionally prioritized performance when creating new packet processing capabilities. This was usually driven by a…”
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The Many Faces of Edge Intelligence by Peltonen, Ella, Ahmad, Ijaz, Aral, Atakan, Capobianco, Michele, Ding, Aaron Yi, Gil-Castineira, Felipe, Gilman, Ekaterina, Harjula, Erkki, Jurmu, Marko, Karvonen, Teemu, Kelanti, Markus, Leppanen, Teemu, Loven, Lauri, Mikkonen, Tommi, Mohan, Nitinder, Nurmi, Petteri, Pirttikangas, Susanna, Sroka, Pawel, Tarkoma, Sasu, Yang, Tingting

“…Edge Intelligence (EI) is an emerging computing and communication paradigm that enables Artificial Intelligence (AI) functionality at the network edge. In this…”
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Real, Forged or Deep Fake? Enabling the Ground Truth on the Internet by Hoque, Mohammad A., Ferdous, Md Sadek, Khan, Mohsin, Tarkoma, Sasu

“…The proliferation of smartphones and mobile communication has enabled users to capture images or videos and share them immediately on social networking and…”
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Digital public health leadership in the global fight for health security by AlKnawy, Bandar, Kozlakidis, Zisis, Tarkoma, Sasu, Bates, David, Honkela, Antti, Crooks, George, Rhee, Kyu, McKillop, Mollie

“…The COVID-19 pandemic highlighted the need to prioritise mature digital health and data governance at both national and supranational levels to guarantee…”
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