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Gregory Katsaros

dblp:03/5916 · DBLP profile ↗
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13ranked-venue papers
7as first author
0since 2021 · last 2016
0000-0003-4950-8115ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Systems, architecture and hardware · 4 · 2 first-authorSoftware engineering, systems software and programming languages · 2 · 1 first-authorApplied, interdisciplinary, general and emerging computing · 2 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer architecture, parallel and distributed computing, and storage systems
1 paper
Cloud and datacenter computing · 91% High-performance computing · 9%

Topics — the 4 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Cloud and datacenter computing
resource prediction
0.212013
Parametric Design and Performance Analysis of a Decoupled Service-Oriented Prediction Framework Based on Embedded Numerical Software · IEEE Trans. Serv. Comput. 2013
Cloud and datacenter computing › cloud service management
service provisioning
0.212013
Parametric Design and Performance Analysis of a Decoupled Service-Oriented Prediction Framework Based on Embedded Numerical Software · IEEE Trans. Serv. Comput. 2013
Cloud and datacenter computing
workload prediction
0.212013
Parametric Design and Performance Analysis of a Decoupled Service-Oriented Prediction Framework Based on Embedded Numerical Software · IEEE Trans. Serv. Comput. 2013
High-performance computing
distributed computing infrastructure
0.012013
Parametric Design and Performance Analysis of a Decoupled Service-Oriented Prediction Framework Based on Embedded Numerical Software · IEEE Trans. Serv. Comput. 2013

Methods — techniques the papers use, named apart from their topics

genetic algorithm · 0.2artificial neural network · 0.2GNU Octave · 0.2
YearPublicationVenuePosition
2016 SLAaaS: an OCCI Compliant Framework for Cloud SLA Provisioning and Violation Detection
abstract
SLAs are an integral part of all modern service provisioning operations. They have been a topic of discussion, research and development for many years but still the norm is the use of rigid, complex and not easy to automate Service Level Agreements. In this paper we are presenting a service framework that is leveraging the OCCI specification in order to facilitate standardized SLA provisioning and violation detection. This SLA as a Service (SLAaaS) offering is provided as an open source framework to any Service Provider that wants to efficiently enhance his infrastructure with SLA support.
Gregory Katsaros, Thijs Metsch, John Kennedy
CLOSER (2)1
2016 Estimation and forecasting of ecological efficiency of virtual machines
Gregory Katsaros, Pascal Stichler, Josep Subirats, Jordi Guitart
Future Gener. Comput. Syst.1
2014 Cloud Application Portability with TOSCA, Chef and Openstack
abstract
As the sector of SaaS is being evolved, the need of portability and effective orchestration of Cloud-enabled applications over virtualised infrastructures is more apparent. In this paper we present a proof of concept (PoC) project together with industry partners which deals with the management of portable Cloud applications. Experimentation with a multi-tier Cloud application use case gives insights into the capabilities of the TOSCA specification (version 1). To realize support for a Cloud environment based on OpenStack and Opscode Chef, an environment that allows the execution and management of TOSCA service topologies has been developed. For the evaluation of the implemented system, we orchestrate the un-/deployment of the multi-tier Cloud application use case and in the end we discuss the results and experiences of this exercise.
Gregory Katsaros, Michael Menzel 0002, Alexander Lenk, Jannis Rake, Ryan Skipp, Jacob Eberhardt
IC2E1
2014 TIOSA: Testing VM Interoperability at an OS and Application Level - A Hypervisor Testing Method and Interoperability Survey
abstract
Virtualization is the foundation of modern, cloud-based applications. The existence of virtual machines (VM) that host the components of such applications enables their portability and scalability. VMs are used in cloud infrastructures, and with dynamic operational requirements there is a need to move VMs within and across different clouds. The successful migration of VMs from one cloud to another should not always be considered as given. The goal of this paper is to devise and implement methods and conduct functional tests towards evaluating interoperability in cloud environments. We suggest a methodology for assessing the interoperability across different systems and we conduct a survey with a series of hypervisors and operating systems.
Alexander Lenk, Gregory Katsaros, Michael Menzel 0002, Jannis Rake, Ryan Skipp, Enrique Castro-Leon, Gopan V. P.
IC2E2
2013 A service framework for energy-aware monitoring and VM management in Clouds
Gregory Katsaros, Josep Subirats, Josep Oriol Fitó, Jordi Guitart, Pierre Gilet, Daniel Espling
Future Gener. Comput. Syst.1
2013 Parametric Design and Performance Analysis of a Decoupled Service-Oriented Prediction Framework Based on Embedded Numerical Software
abstract
In modern utility computing infrastructures, like grids and clouds, one of the significant actions of a service provider is to predict the resources needed by the services included in its platform in an automated fashion for service provisioning optimization. Furthermore, a variety of software toolkits exist that implement an extended set of algorithms applicable to workload forecasting. However, their automated use as services in the distributed computing paradigm includes a number of design and implementation challenges. In this paper, a decoupled framework is presented, for taking advantage of software like GNU Octave in the process of creating and using prediction models during the service life cycle of a SOI. A performance analysis of the framework is also conducted. In this context, a methodology for creating parametric or gearbox services with multiple modes of operations based on the execution conditions is portrayed and is applied to transform the aforementioned service framework to optimize service performance. A new estimation algorithm is introduced, that creates performance rules of applications as black boxes, through the creation and usage of genetically optimized artificial neural networks. Through this combination, the critical parameters of the networks are decided through an evolutionary iterative process.
George Kousiouris, Andreas Menychtas, Dimosthenis Kyriazis, Kleopatra Konstanteli, Spyridon V. Gogouvitis, Gregory Katsaros, Theodora A. Varvarigou
IEEE Trans. Serv. Comput.6
2012 A Holistic View of Information Management in Cloud Environments
abstract
The emergence of Cloud technologies ultimately affected the service computing ecosystem introducing new roles and relationships as well as new architectural and business models. Along with the increase of the capabilities and potentials of the service providers came the increase of the information being available and the need to manage it in an efficient way. To this end, in this paper we present a management service architecture as well as the information model that the solution is based on. The model has been designed to serve a storage service provided by a Cloud infrastructure but the approach is implemented in a flexible and modular fashion in order to support different Cloud situations.
Gregory Katsaros, Spyridon V. Gogouvitis, Nikoletta Mavrogeorgi, Athanasios Voulodimos, Dimosthenis Kyriazis, Theodora A. Varvarigou, Roman Talyansky
IEEE CLOUD1
2012 Content Based SLAs in Cloud Computing Environments
abstract
In this paper, we address the problem of managing SLAs in cloud computing environments. The idea is to take advantage of the content terms that concern the objects and support more efficient capabilities, such as quicker search and retrieval of the objects. As a result, the operational cost is reduced and consequently this fact lessens the customer's charge.
Nikoletta Mavrogeorgi, Spyridon V. Gogouvitis, Athanasios Voulodimos, Gregory Katsaros, Stefanos Koutsoutos, Dimosthenis Kyriazis, Theodora A. Varvarigou, Elliot K. Kolodner
IEEE CLOUD4
2012 Workflow management for soft real-time interactive applications in virtualized environments
Spyridon V. Gogouvitis, Kleopatra Konstanteli, Stefan Waldschmidt, George Kousiouris, Gregory Katsaros, Andreas Menychtas, Dimosthenis Kyriazis, Theodora A. Varvarigou
Future Gener. Comput. Syst.5
2012 A Self-adaptive hierarchical monitoring mechanism for Clouds
Gregory Katsaros, George Kousiouris, Spyridon V. Gogouvitis, Dimosthenis Kyriazis, Andreas Menychtas, Theodora A. Varvarigou
J. Syst. Softw.1
2011 A Multi-level Architecture for Collecting and Managing Monitoring Information in Cloud Environments
Gregory Katsaros, Georgina Gallizo, Roland Kübert, Tinghe Wang, Josep Oriol Fitó, Daniel Henriksson
CLOSER1
2010 A Service Oriented Architecture for achieving QoSaware Workflow Management in Virtualized Environments
abstract
The advancements in distributed computing have driven the emergence of service-based infrastructures that allow for on-demand provision of ICT assets. Taking into consideration the complexity of distributed environments, significant challenges exist in providing and managing the offered on-demand resources with the required level of Quality of Service (QoS), especially for real-time interactive multimedia applications. Common to these applications is the service-oriented approach being followed, thus applications consist of application service components that interact in order to provide the corresponding application functionality. In this paper we present an architectural design of a complete Workflow Management System (WfMS) for enacting application service components that have been deployed in a Virtualized Environment. The WfMS aims at synchronizing the application components, monitoring their execution and handling faults while adhering to the QoS requirements of the application.
Spyridon V. Gogouvitis, Kleopatra Konstanteli, George Kousiouris, Gregory Katsaros, Dimosthenis Kyriazis, Theodora A. Varvarigou
CNSM4
2008 Data Aggregation and Analysis: A Grid-Based Approach for Medicine and Biology
abstract
A constantly increasing number of applications from various scientific sectors are finding their way towards adopting grid technologies in order to take advantage of their capabilities: the advent of grid environments made feasible the solution of computational intensive problems in a reliable and cost-effective way. In this paper we present a grid-based approach for aggregation of data that are obtained from various sources (e.g. cameras, sensors) and their analysis with the use of genetic algorithms. By also taking into consideration general historical data and patient-specific medical information, we present the realization of the proposed approach with an application scenario for personalized healthcare and medicine.
Dimosthenis Kyriazis, Konstantinos Tserpes, George Kousiouris, Andreas Menychtas, Gregory Katsaros, Theodora A. Varvarigou
ISPA5