Ivan Kholod

According to our database, Ivan Kholod authored at least 25 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2022

Analysis of Privacy-Enhancing Technologies in Open-Source Federated Learning Frameworks for Driver Activity Recognition.

Evgenia Novikova, Dmitry Fomichov, Ivan Kholod, Evgeny Filippov

Sensors, 2022

2021

Parallelization of the self-organized maps algorithm for federated learning on distributed sources.

Ivan Kholod, Andrey Rukavitsyn, Alexey A. Paznikov, Sergei Gorlatch

J. Supercomput., 2021

Open-Source Federated Learning Frameworks for IoT: A Comparative Review and Analysis.

Ivan Kholod, Evgeny Yanaki, Dmitry Fomichev, Evgeniy Shalugin, Evgenia Novikova, Evgeny Filippov, Mats Nordlund

Sensors, 2021

2020

Efficient Distribution and Processing of Data for Parallelizing Data Mining in Mobile Clouds.

Ivan Kholod, Andrey Shorov, Sergei Gorlatch

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2020

Explaining Android Application Authorship Attribution Based on Source Code Analysis.

Ivan Murenin, Evgenia Novikova, Roman Ushakov, Ivan Kholod

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2020

Data Mining Algorithms Parallelization in the Framework of Agent-Oriented Programming.

Aleksey Malov, Ivan Kholod, Sergey Rodionov, Evgenia Novikova

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2020

2019

A formally based parallelization of data mining algorithms for multi-core systems.

Ivan Kholod, Andrey Shorov, Evgenii Titkov, Sergei Gorlatch

J. Supercomput., 2019

Parallelization of Algorithms for Mining Data from Distributed Sources.

Ivan Kholod, Andrey Shorov, Maria Efimova, Sergei Gorlatch

Proceedings of the Parallel Computing Technologies, 2019

Improving Parallel Data Mining for Different Data Distributions in IoT Systems.

Ivan Kholod, Andrey Shorov, Sergei Gorlatch

Proceedings of the Intelligent Distributed Computing XIII, 2019

2017

Distributed Measurement Data Gathering about Moving Objects.

Ivan Kholod, Nikolay Plokhoy, Andrey Shorov

Wirel. Commun. Mob. Comput., 2017

A Functional Approach to Parallelizing Data Mining Algorithms in Java.

Ivan Kholod, Andrey Shorov, Sergei Gorlatch

Proceedings of the Parallel Computing Technologies, 2017

Fog Computing for Telemetry Gathering from Moving Objects.

Ivan Kholod, Nikolai Plokhoi, Andrey Shorov

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2017

Time Series Distributed Analysis in IoT with ETL and Data Mining Technologies.

Ivan Kholod, Maria Efimova, Andrey Rukavitsyn, Andrey Shorov

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2017

2016

Cloud for Distributed Data Analysis Based on the Actor Model.

Ivan Kholod, Ilya Petukhov, Andrey Shorov

Sci. Program., 2016

Data Mining for the Internet of Things with Fog Nodes.

Ivan Kholod, Ilya Petuhov, Maria Efimova

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2016

Distributed data mining based on actors for Internet of Things.

Ivan Kholod, Mikhail Kuprianov, Ilya Petukhov

Proceedings of the 5th Mediterranean Conference on Embedded Computing, 2016

Parallel and Distributed Data Mining in Cloud.

Ivan Kholod, Mikhail Kuprianov, Ilya Petukhov

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

2015

Modeling Framework for Developing and Testing Network Security Techniques against DDoS Attacks.

Konstantin Borisenko, Ivan Kholod, Andrey Shorov

Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

Creation of Data Mining Algorithms as Functional Expression for Parallel and Distributed Execution.

Ivan Kholod, Ilya Petukhov

Proceedings of the Parallel Computing Technologies - 13th International Conference, PaCT 2015, Petrozavodsk, Russia, August 31, 2015

Creation of Data Mining Cloud Service on the Actor Model.

Ivan Kholod, Ilya Petuhov, Nikita Kapustin

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2015

Data Mining Algorithms Parallelizing in Functional Programming Language for Execution in Cluster.

Ivan Kholod, Aleksey Malov, Sergey Rodionov

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2015

Parallelization of data mining algorithms for multicore processors.

Ivan Kholod, Mikhail Kuprianov, Andrey Shorov

Proceedings of the 4th Mediterranean Conference on Embedded Computing, 2015

Constructing Parallel Association Algorithms from Function Blocks.

Ivan Kholod, Mikhail Kuprianov, Andrey Shorov

Proceedings of the Advances in Data Mining: Applications and Theoretical Aspects, 2015

2014

Framework for Infrastructure Attack Modeling in Hybrid Networks.

Konstantin Borisenko, Ivan Kholod, Andrey Shorov

Int. J. Mob. Comput. Multim. Commun., 2014

The Formal Model of Data Mining Algorithms for Parallelize Algorithms.

Ivan Kholod, Zaynidin Karshiyev, Andrey Shorov

Proceedings of the Soft Computing in Computer and Information Science, 2014