Experimental Study of the Cloud Architecture Selection for Effective Big Data Processing

Nikulchev, Evgeny; Pluzhnik, Evgeniy; Biryukov, Dmitry; Lukyanchikov, Oleg; Payain, Simon

doi:10.14569/ijacsa.2015.060603

Cited by 10 publications

(7 citation statements)

References 10 publications

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“…It is necessary to use the cloud platform due to all advantages of the cloud computing and the growing number of workloads that are processed by cloud data centers [5,16]. OpenStack was chosen since it is the most popular cloud platform, it has the huge community, many commercial releases and, last but not least, it is opensource.…”

Section: Proof Of Conceptmentioning

confidence: 99%

The Hierarchical Distributed Agent Based Approach to a Modern Data Center Management

Gavrilov

Leokhin

2017

ITM Web Conf.

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Abstract. This paper overviews and analyzes progressive trends in modern data center, and existing solutions to build the distributed cloud data center. Authors present the hierarchical distributed agent-based control plane architecture to build a web-scale control layer based on software-defined domains. The goal of this approach is to design the simple extensible agent that could be used for any management purposes, just by adding some specific code. Using of this approach makes easier the scalability and increases the efficiency of the management of a multi-site environment. There are five main use-cases of using this approach: distributed cloud, hybrid cloud, hyperscale data center, IoT, Continuous Integration.

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Section: Proof Of Conceptmentioning

confidence: 99%

The Hierarchical Distributed Agent Based Approach to a Modern Data Center Management

Gavrilov

Leokhin

2017

ITM Web Conf.

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“…Many are nonlinear and cannot be calculated in fully automatic mode for the general case [11]. To configure and operate instructions, it should be possible to implement monitoring system (and preferably BPCS system to monitor and control loading).…”

Section: Hybrid Cloud Managementmentioning

confidence: 99%

Features Management and Middleware of Hybrid Cloud Infrastructures

Nikulchev¹,

Lukyanchikov²,

Pluzhnik³

et al. 2016

ijacsa

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Abstract-The wide spread of cloud computing has identified the need to develop specialized approaches to the design, management and programming for cloud infrastructures. In the article were reviewed the peculiarities of the hybrid cloud and middleware software development, adaptive to implementing the principles of governance and change in the structure of storing data in clouds. The examples and results of experimental research are presented.

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“…For an example of the proposed method, consider profiling a distributed system, built on the basis of agentrelational mapping technology (ARO), the principles of which are described in [7][8][9]. This technology is a hybrid technology of object-relational mapping (ORM) and remoting technologies (technologies of remote objects, remote procedure call, and are focused on message processing).…”

Section: Profiling Distributed Systems Based On Agent-relational Mappmentioning

confidence: 99%

Methodology of profiling network operations in software for distributed information systems

Lukyanchikov

Filatov²,

Biryukov

et al. 2016

ITM Web of Conferences

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Abstract. Network operations take up large amounts of resources in distributed systems and in this case, existing profilers can correctly construct the execution tree of the program code and correctly identify the runtime, so you need other methods that will allow finding bottlenecks in the. The article discusses various approaches on the time efficiency assessment software, and based on a new method for profiling distributed systems, also an example of its use on a system built with agent technology-relational mapping. As a demonstration of the proposed method there's presented an example of the system, built using the technology of agent-relational mapping that performs network operations in distributed transactions. Thus showing that for the ease of using this technology we have to pay with lots of operations to monitor network transactions.

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Experimental Study of the Cloud Architecture Selection for Effective Big Data Processing

Cited by 10 publications

References 10 publications

The Hierarchical Distributed Agent Based Approach to a Modern Data Center Management

The Hierarchical Distributed Agent Based Approach to a Modern Data Center Management

Features Management and Middleware of Hybrid Cloud Infrastructures

Methodology of profiling network operations in software for distributed information systems

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