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Alexey Medvedev 0001

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affiliation: Deakin University, School of Information Technology, Burwood, Australia

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Books and Theses

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2020
[b1]
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Alexey Medvedev:
Performance and Cost Driven Data Storage and Processing for IoT Context Management Platforms. Monash University, Australia, 2020

Journal Articles

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2024
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Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Alexey Medvedev, Amin Abken, Alireza Hassani, Guang-Li Huang:
Reinforcement Learning Based Approaches to Adaptive Context Caching in Distributed Context Management Systems. ACM Trans. Internet Things 5(2): 12:1-12:32 (2024)
2023
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Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Alexey Medvedev, Amin Abken, Alireza Hassani:
Context Caching for IoT-Based Applications: Opportunities and Challenges. IEEE Internet Things Mag. 6(4): 96-102 (2023)
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Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng Wai Loke, Alireza Hassani, Alexey Medvedev, Amin Abken:
Adaptive Context Caching for IoT-Based Applications: A Reinforcement Learning Approach. Sensors 23(10): 4767 (2023)
[j6]
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Alexey Medvedev, Alireza Hassani, Gleb Belov, Shakthi Weerasinghe, Guang-Li Huang, Arkady B. Zaslavsky, Seng W. Loke, Prem Prakash Jayaraman:
Refresh Rate-Based Caching and Prefetching Strategies for Internet of Things Middleware. Sensors 23(21): 8779 (2023)
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Guang-Li Huang, Arkady B. Zaslavsky, Seng W. Loke, Amin B. Abkenar, Alexey Medvedev, Alireza Hassani:
Context-Aware Machine Learning for Intelligent Transportation Systems: A Survey. IEEE Trans. Intell. Transp. Syst. 24(1): 17-36 (2023)
2022
[j4]
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Kanaka Sai Jagarlamudi, Arkady B. Zaslavsky, Seng W. Loke, Alireza Hassani, Alexey Medvedev:
Requirements, Limitations and Recommendations for Enabling End-to-End Quality of Context-Awareness in IoT Middleware. Sensors 22(4): 1632 (2022)
2019
[j3]
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Alireza Hassani, Alexey Medvedev, Pari Delir Haghighi, Sea Ling, Arkady B. Zaslavsky, Prem Prakash Jayaraman:
Context Definition and Query Language: Conceptual Specification, Implementation, and Evaluation. Sensors 19(6): 1478 (2019)
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Alireza Hassani, Alexey Medvedev, Arkady B. Zaslavsky, Pari Delir Haghighi, Prem Prakash Jayaraman, Sea Ling:
Efficient Execution of Complex Context Queries to Enable Near Real-Time Smart IoT Applications. Sensors 19(24): 5457 (2019)
2017
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Theodoros Anagnostopoulos, Arkady B. Zaslavsky, Kostas Kolomvatsos, Alexey Medvedev, Pouria Amirian, Jeremy Morley, Stathes Hadjiefthymiades:
Challenges and Opportunities of Waste Management in IoT-Enabled Smart Cities: A Survey. IEEE Trans. Sustain. Comput. 2(3): 275-289 (2017)

Conference and Workshop Papers

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2023
[c21]
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Shakthi Yasas Weerasinghe, Arkady B. Zaslavsky, Seng Wai Loke, Amin Abken, Alireza Hassani, Alexey Medvedev:
Adaptive Context Caching for Efficient Distributed Context Management Systems. SAC 2023: 1078-1087
2022
[c20]
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Kanaka Sai Jagarlamudi, Arkady B. Zaslavsky, Seng W. Loke, Alireza Hassani, Alexey Medvedev:
ConQeng: A Middleware for Quality of Context Aware Selection, Measurement and Validation. GIOTS 2022: 211-225
[c19]
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Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Alexey Medvedev, Amin Abken:
Estimating the lifetime of transient context for adaptive caching in IoT applications. SAC 2022: 933-942
[c18]
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Ravindi de Silva, Arkady B. Zaslavsky, Seng W. Loke, Prem Prakash Jayaraman, Amin Abken, Alexey Medvedev:
A Scenario Based Approach for Context Query Generation. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 1469-1476
2021
[c17]
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Kanaka Sai Jagarlamudi, Arkady B. Zaslavsky, Seng W. Loke, Alireza Hassani, Alexey Medvedev:
Quality and Cost Aware Service Selection in IoT-Context Management Platforms. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2021: 89-98
2020
[c16]
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Alireza Hassani, Alexey Medvedev, Arkady B. Zaslavsky, Annamalai Saravanan:
IoT-enabled Smart Waste Disposal System: a Use Case for the Context Management Platform. GIoTS 2020: 1-6
2019
[c15]
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Alexey Medvedev, Alireza Hassani, Arkady B. Zaslavsky, Pari Delir Haghighi, Sea Ling, Prem Prakash Jayaraman:
Benchmarking IoT Context Management Platforms: High-level Queries Matter. GIoTS 2019: 1-6
2018
[c14]
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Alexey Medvedev, Alireza Hassani, Pari Delir Haghighi, Sea Ling, Maria Indrawan-Santiago, Arkady B. Zaslavsky, Ulrich Fastenrath, Florian Mayer, Prem Prakash Jayaraman, Niklas Kolbe:
Situation Modelling, Representation, and Querying in Context-as-a-Service IoT Platform. GIoTS 2018: 1-6
[c13]
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Alireza Hassani, Alexey Medvedev, Pari Delir Haghighi, Sea Ling, Maria Indrawan-Santiago, Arkady B. Zaslavsky, Prem Prakash Jayaraman:
Context-as-a-Service Platform: Exchange and Share Context in an IoT Ecosystem. PerCom Workshops 2018: 385-390
2017
[c12]
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Alexey Medvedev, Maria Indrawan-Santiago, Pari Delir Haghighi, Alireza Hassani, Arkady B. Zaslavsky, Prem Prakash Jayaraman:
Architecting IoT context storage management for context-as-a-service platform. GIoTS 2017: 1-6
[c11]
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Inna Sosunova, Arkady B. Zaslavsky, Theodoros Anagnostopoulos, Petr Fedchenkov, Oleg Sadov, Alexey Medvedev:
SWM-PnR: Ontology-Based Context-Driven Knowledge Representation for IoT-Enabled Waste Management. NEW2AN 2017: 151-162
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Petr Fedchenkov, Arkady B. Zaslavsky, Alexey Medvedev, Theodoros Anagnostopoulos, Inna Sosunova, Oleg Sadov:
Supporting Data Communications in IoT-Enabled Waste Management. NEW2AN 2017: 163-174
2016
[c9]
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Alexey Medvedev, Alireza Hassani, Arkady B. Zaslavsky, Prem Prakash Jayaraman, Maria Indrawan-Santiago, Pari Delir Haghighi, Sea Ling:
Data Ingestion and Storage Performance of IoT Platforms: Study of OpenIoT. InterOSS@IoT 2016: 141-157
[c8]
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Alireza Hassani, Pari Delir Haghighi, Prem Prakash Jayaraman, Arkady B. Zaslavsky, Sea Ling, Alexey Medvedev:
CDQL: A Generic Context Representation and Querying Approach for Internet of Things Applications. MoMM 2016: 79-88
[c7]
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Alexey Medvedev, Arkady B. Zaslavsky, Maria Indrawan-Santiago, Pari Delir Haghighi, Alireza Hassani:
Storing and Indexing IoT Context for Smart City Applications. NEW2AN 2016: 115-128
2015
[c6]
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Theodoros Anagnostopoulos, Arkady B. Zaslavsky, Alexey Medvedev, Sergei Khoruzhnicov:
Top - k Query Based Dynamic Scheduling for IoT-enabled Smart City Waste Collection. MDM (2) 2015: 50-55
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Alexey Medvedev, Petr Fedchenkov, Arkady B. Zaslavsky, Theodoros Anagnostopoulos, Sergey Khoruzhnikov:
Waste Management as an IoT-Enabled Service in Smart Cities. NEW2AN 2015: 104-115
[c4]
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Inna Sosunova, Arkady B. Zaslavsky, Theodoros Anagnostopoulos, Alexey Medvedev, Sergey Khoruzhnikov, Vladimir Grudinin:
Ontology-Based Voice Annotation of Data Streams in Vehicles. NEW2AN 2015: 152-162
[c3]
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Theodoros Anagnostopoulos, Arkady B. Zaslavsky, Alexey Medvedev:
Robust waste collection exploiting cost efficiency of IoT potentiality in Smart Cities. RIoT 2015: 1-6
2014
[c2]
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Alexey Medvedev, Arkady B. Zaslavsky, Vladimir Grudinin, Sergey Khoruzhnikov:
Citywatcher: Annotating and Searching Video Data Streams for Smart Cities Applications. NEW2AN 2014: 144-155
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Alexey Medvedev, Arkady B. Zaslavsky, Sergey Khoruzhnikov, Vladimir Grudinin:
Reporting Road Problems in Smart Cities Using OpenIoT Framework. OpenIoT@SoftCOM 2014: 169-182

Informal and Other Publications

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2023
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Shakthi Weerasinghe, Arkady B. Zaslavsky, Alireza Hassani, Seng W. Loke, Alexey Medvedev, Amin Abken:
Context Query Simulation for Smart Carparking Scenarios in the Melbourne CDB. CoRR abs/2302.07190 (2023)
2022
[i3]
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Shakthi Weerasinghe, Arkady B. Zaslavsky, Seng W. Loke, Alireza Hassani, Amin Abken, Alexey Medvedev:
From Traditional Adaptive Data Caching to Adaptive Context Caching: A Survey. CoRR abs/2211.11259 (2022)
2017
[i2]
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Alexey Medvedev, Gábor Pete:
Speeding up non-Markovian First Passage Percolation with a few extra edges. CoRR abs/1708.09652 (2017)
2016
[i1]
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Alexey Medvedev, János Kertész:
Empirical study of the role of the topology in spreading on communication networks. CoRR abs/1607.01484 (2016)

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