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An adaptive power management framework for autonomic resource configuration in cloud computing infrastructures

Ziming Zhang, Qiang Guan, Song Fu
2012 2012 IEEE 31st International Performance Computing and Communications Conference (IPCCC)  
In this dissertation, we develop an autonomic power-aware system management framework for large-scale computer systems.  ...  The energy expenditure consumed to operate and maintain these cloud computing infrastructures is a major factor to influence the overall profit and efficiency for most cloud service providers.  ...  In this chapter, we presented an adaptive power management framework in cloud computing infrastructures to achieve autonomic resource configuration.  ... 
doi:10.1109/pccc.2012.6407738 dblp:conf/ipccc/ZhangGF12 fatcat:5d3gpczvknbjjb2ilk6zrys7si

A semantic approach for efficient and customized management of IaaS resources

Luis H. V. Nakamura, Julio C. Estrella, Regina H. C. Santana, Marcos J. Santana, Stephan Reiff-Marganiec
2014 10th International Conference on Network and Service Management (CNSM) and Workshop  
This paper presents a semantic approach to custom management of IaaS (Infrastructure as a Service) resources in a cloud computing environment requiring minimal human intervention from both the cloud provider  ...  The proposal differs from other approaches by using autonomic computing and semantic web techniques together to provide a selfconfiguring and self-optimizing environment that aims to satisfy SLAs (Service  ...  The authors thank the Brazilian Foundations CAPES (Coordenação de Aperfeiçoamento de Pessoal de Nível Superior) and FAPESP (Fundação de Amparo à Pesquisa do Estado de São Paulo, Process: 2011/12670-5) for  ... 
doi:10.1109/cnsm.2014.7014194 dblp:conf/cnsm/NakamuraESSR14 fatcat:ebvx2b67ordnfmfml6swhoqzam

Special Issue on Autonomic Clouds

Javier Diaz-Montes, Ioan Petri, Omer Rana, Manish Parashar
2016 IEEE Cloud Computing  
This special issue explores the role of autonomic computing in managing cloud infrastructure and applications. loud computing is fundamentally changing how enterprises think about IT infrastructure, both  ...  Autonomic computing enables selfmanagement of systems and applications and can play a critical role in the management of cloud infrastructure and services and their dynamic federations.  ...  We can apply autonomic management techniques to each component within a cloud (resource manager/scheduler, power manager, and so on), or within an application that uses such a cloud.  ... 
doi:10.1109/mcc.2016.67 fatcat:aztyq5jlhvamhjivg32osml6z4

Taxonomy of Autonomic Cloud Computing

Hamed Hamzeh, Sofia Meacham, Botond Virginas, Keith Phalp
2018 International Journal of Computer and Communication Engineering  
The flexibility, scalability, elasticity, inexpensive and unlimited use of resources have made the cloud an efficient and valuable infrastructure for many organizations to perform their computational operations  ...  Therefore, the combination of cloud computing and autonomics known as Autonomic Cloud Computing (ACC) seems a natural progression for both areas.  ...  The work presented in [20] proposed a distributed autonomic management framework for cloud computing orchestration.  ... 
doi:10.17706/ijcce.2018.7.3.68-84 fatcat:vv5u3ava3rdrpokfa5ousgydxq

CLOUDLIGHTNING: A Framework for a Self-organising and Self-managing Heterogeneous Cloud

Theo Lynn, Huanhuan Xiong, Dapeng Dong, Bilal Momani, George Gravvanis, Christos Filelis-Papadopoulos, Anne Elster, Malik Muhammad Zaki Murtaza Khan, Dimitrios Tzovaras, Konstantinos Giannoutakis, Dana Petcu, Marian Neagul (+9 others)
2016 Proceedings of the 6th International Conference on Cloud Computing and Services Science  
The framework is general but also endeavours to enable cloud services for high performance computing.  ...  As clouds increase in size and as machines of different types are added to the infrastructure in order to maximize performance and power efficiency, heterogeneous clouds are being created.  ...  Extending work on self-manageable cloud services by Brandic (2009) at an individual node level, Puviani and Frei (2013) propose selfmanagement as a solution for managing complexity in cloud computing  ... 
doi:10.5220/0005921503330338 dblp:conf/closer/LynnXDMGFEKTGPN16 fatcat:uhzbjqtd4jboffrhawkuz6wyp4

AutoCompBD: Autonomic Computing and Big Data platforms

Florin Pop, Ciprian Dobre, Alexandru Costan
2017 Soft Computing - A Fusion of Foundations, Methodologies and Applications  
Thus, self-* behavior is a must in this context, referring to self-managing characteristics of distributed computing resources, their capability to adapt to unpredictable changes while hiding intrinsic  ...  Autonomic Computing is facilitated by self-management capabilities that modern LSDS introduce, such as self-configuration, self-healing, self-optimization, and self-protection properties.  ...  -ATAC4Cloud: a framework for modeling and simulating autonomic cloud (Chainbi et al. 2016) .  ... 
doi:10.1007/s00500-017-2739-8 fatcat:lxjheel3rfdexiw3bfbwtuvqdu

Prestocloud: Proactive Cloud Resources Management At The Edge For Efficient Real-Time Big Data Processing

Yiannis Verginadis, Iyad Alshabani, Gregoris Mentzas, Nenad Stojanovic
2017 Zenodo  
Among the greatest challenges of cloud computing is to automatically and efficiently exploit infrastructural resources in a way that minimises cloud fees without compromising the performance of resource  ...  PrEstoCloud idea encapsulates a dynamic, distributed, self-adaptive and proactively configurable architecture for processing Big Data streams.  ...  INTRODUCTION Cloud computing is "the infrastructure" for real-time data-intensive applications due mainly to its theoretically boundless scalability power.  ... 
doi:10.5281/zenodo.1133307 fatcat:c4frsg4tmfhgjefobwblr64fnu

Towards a Software-Defined Security Framework for Supporting Distributed Cloud [chapter]

Maxime Compastié, Rémi Badonnel, Olivier Festor, Ruan He, Mohamed Kassi-Lahlou
2017 Lecture Notes in Computer Science  
Cloud computing provides new facilities for building elaborated services hosted through various infrastructures over the Internet.  ...  The foundations of this framework rely on the software-defined logic to express and propagate security policies to the considered cloud resources, and on the autonomic paradigm to dynamically configure  ...  Conclusions We have proposed in this paper a software-defined security framework for protecting distributed cloud.  ... 
doi:10.1007/978-3-319-60774-0_4 fatcat:luunf7t2wnfejacrmi2lkxvdiy

Autonomic Management of Application Workflows on Hybrid Computing Infrastructure

Hyunjoo Kim, Yaakoub el-Khamra, Ivan Rodero, Shantenu Jha, Manish Parashar
2011 Scientific Programming  
In this paper, we present a programming and runtime framework that enables the autonomic management of complex application workflows on hybrid computing infrastructures.  ...  The need for such autonomic system and application management is becoming critical as computing infrastructures become increasingly heterogeneous, integrating different classes of resources from high-end  ...  , by Department of Energy via grant numbers DE-FG02-06ER54857 DE-FG02-04ER46136 (UCoMS), by a grant from UT Battelle, and by an IBM Faculty Award, and was conducted as part of the NSF Center for Autonomic  ... 
doi:10.1155/2011/940242 fatcat:3zqirqk73vgsdlktcmbdfpxxze

Riding Out the Storm: How to Deal with the Complexity of Grid and Cloud Management

Jesús Montes, Alberto Sánchez, María S. Pérez
2012 Journal of Grid Computing  
This infrastructure made it possible to securely and reliably take advantage of widely separated computational resources that are part of several different organizations.  ...  In time, cloud computing emerged as a new type of large scale distributed system, inheriting and expanding the expertise and knowledge that have been obtained so far.  ...  Clouds can provide an enormous amount of computational power that many advanced applications can benefit from.  ... 
doi:10.1007/s10723-012-9225-4 fatcat:wijanqpkdrdcjfodkw4geo5we4

Adapting Distributed Real-Time and Embedded Pub/Sub Middleware for Cloud Computing Environments [chapter]

Joe Hoffert, Douglas C. Schmidt, Aniruddha Gokhale
2010 Lecture Notes in Computer Science  
Cloud computing-where computing resources are provisioned elastically and leased as a service-is an increasingly popular deployment paradigm.  ...  configurations cloud computing supplies (e.g., CPU and network bandwidth), which makes it hard for DRE systems to leverage conventional cloud computing platforms.  ...  Infrastructure for autonomic computing. Grace et al.  ... 
doi:10.1007/978-3-642-16955-7_2 fatcat:h3rzun7lfvdizdu4ovuo5d7sxy

An Adaptive Autonomic Framework for Optimizing Energy Consumption in the Cloud Data Centers

Sara Diouani, HASSAN II University of Casablanca, Hicham Medromi, HASSAN II University of Casablanca
2019 International Journal of Intelligent Engineering and Systems  
In this way, there is a need of an energy-aware cloud-based system which automatically and efficiently manages and optimize cloud computing data center resources by considering energy consumption as an  ...  Given the development of the Cloud Computing recently, clients and customers using the Cloud for both individual and business needs have expanded to an uncommon scale.  ...  and the proposed mechanism for an adaptive remedy rectification, to self-optimize a Cloud infrastructure to maximize power efficiency and performance while maintaining predictable and reliable behavior  ... 
doi:10.22266/ijies2019.0831.12 fatcat:ibtcc2sgb5hl3e3akw64fqdxtm

Autonomous Participation in Cloud Services

Josef Spillner, Christian Piechnick, Claas Wilke, Uwe Assmann, Alexander Schill
2012 2012 IEEE Fifth International Conference on Utility and Cloud Computing  
In this paper, the Advanced Autonomous Participation Scheme (AdAPtS) is proposed that can selectively cover autonomous computing on both the decision and the execution level, thus enabling classical cloud  ...  In order to increase the autonomy of CPS they must be connected to rich cloud services (e.g., social software and elastic resource services) enabling more sophisticated decision making.  ...  An automation framework for resource-constrained cloud service controllers with respect to CPS is described afterwards and concludes the article with an outlook in Sect. V. II. BACKGROUND A.  ... 
doi:10.1109/ucc.2012.44 dblp:conf/ucc/SpillnerPWAS12 fatcat:vvhvxiq5ifhgzfl47y5b5rm6qq

Adaptation in cloud resource configuration: a survey

Abdul R. Hummaida, Norman W. Paton, Rizos Sakellariou
2016 Journal of Cloud Computing: Advances, Systems and Applications  
With increased demand for computing resources at a lower cost by end-users, cloud infrastructure providers need to find ways to protect their revenue.  ...  We present a definition of cloud systems adaptation, a classification of the key features and a survey of adapting compute and storage configuration.  ...  Adaptation in cloud resource configuration In this section we survey the literature that adapt cloud resource configuration, focusing on compute and storage resources.  ... 
doi:10.1186/s13677-016-0057-9 fatcat:bxv4jb6jffhmhgv3z6v6e47pde

Federating Advanced Cyberinfrastructures with Autonomic Capabilities [chapter]

Javier Diaz-Montes, Ivan Rodero, Mengsong Zou, Manish Parashar
2014 Cloud Computing for Data-Intensive Applications  
Clouds provide on-demand access to computing utilities, an abstraction of unlimited computing resources, and support for ondemand scale up, scale down and scale out.  ...  In this chapter, we present a federation model to support the dynamic federation of resources and autonomic management mechanisms that coordinate multiple workflows to use resources based on objectives  ...  Our results show how a federated framework can help to aggregate the computational power (i.e. capacity) of geographically distributed resources and offer them in an elastic way to the users.  ... 
doi:10.1007/978-1-4939-1905-5_9 fatcat:eyuo5q37enaofehsubefabd7ky
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