Proceedings Article10.1109/CLOUD.2014.150
Provisioning Security and Performance Optimization for Dynamic Cloud Environments
Viswanath Nandina,José Marcio Luna,Christopher C. Lamb,Gregory L. Heileman,Chaouki T. Abdallah +4 more
- 27 Jun 2014
- pp 979-981
5
TL;DR: It is demonstrated that both security and resources can be efficiently optimized within a cloud setting using the formal mathematical model and usage management framework.
read more
Abstract: Security and resource optimization are two of the most critical concerns in cloud computing. A cloud provider must ensure customers with appropriate security, while optimizing the use of cloud resources. In this paper, we present a framework which optimizes both the use of cloud resources and security provided to the customers in an infrastructure as a service (IaaS) cloud. Our framework offers secure usage control of sensitive data within secure virtual machines (VMs), which are dynamically instantiated while optimizing both security and resources allocated to the VMs. These resources are then allocated to the VMs using an optimization model based upon randomized algorithms. We demonstrate that both security and resources can be efficiently optimized within a cloud setting using our formal mathematical model and usage management framework.
read more
Chat with Paper
AI Agents for this Paper
Find similar papers on Google Scholar, PubMed and Arxiv
Write a critical review of this paper
Analyze citations of this paper to find unaddressed research gaps
Citations
A Brief Review on Cloud Computing Authentication Frameworks
Abdul Raouf Khan,Latifa Khalid Alnwihel +1 more
- 01 Feb 2023
TL;DR: In this article , the main authentication frameworks in cloud computing, highlighting their methodologies, algorithms, and problems and identifying the issues that should form the focus of research in the area.
11
Adaptive resource allocation and optimization in cloud environments: Leveraging machine learning for efficient computing
Anand Singh Rajawat,S. B. Goyal,Manoj Kumar,Varun Malik +3 more
- 12 Jun 2024
TL;DR: Resource allocation and optimization in cloud environments leveraging machine learning for efficient computing. The framework effectively allocates resources in real-time systems by adapting to their evolving demands, achieving significant advantages in system performance, decreased latency, and improved resource utilization.
2
A Review Article on Authentication Protocols in Cloud Computing
TL;DR: In this article , a review of authentication protocols given by various researchers all over the world is presented, where the authors have reviewed various authentication and encryption protocols used in cloud computing environment.
Policy-based Information Sharing using Software-Defined Networking in Cloud Systems
Viswanath Nandina
- 01 Sep 2015
TL;DR: This research explored how to enforce the policies related to the resources inside a Virtual Machine (VM), apart from providing initial access control, and considerd various components in the cloud to deduce a multicost function, which in turn helps to regulate the cloud.
Advanced Cloud based Task Scheduling Architecture to Optimize Performance in Datacenter
Mou De,Anirban Kundu,Sutirtha Kr. Guha +2 more
- 05 Sep 2020
TL;DR: In this article, a cloud-based architecture with a cloud service manager to select virtual machines from vmpool for optimizing tasks in the datacenter is proposed, where the scheduling algorithm decides which virtual machine executes the task according to the nature and size of the task with minimal waiting time for execution.
1
References
The NIST Definition of Cloud Computing
Peter Mell,Timothy Grance +1 more
- 28 Sep 2011
TL;DR: This cloud model promotes availability and is composed of five essential characteristics, three service models, and four deployment models.
17.6K
Addressing cloud computing security issues
TL;DR: This paper proposes introducing a Trusted Third Party, tasked with assuring specific security characteristics within a cloud environment, and presents a horizontal level of service, available to all implicated entities, that realizes a security mesh, within which essential trust is maintained.
2K
Security and Privacy Challenges in Cloud Computing Environments
Hassan Takabi,James Joshi,Gail-Joon Ahn +2 more
- 01 Nov 2010
TL;DR: This article explores the roadblocks and solutions to providing a trustworthy cloud computing environment and suggests a number of approaches that could be considered.
1.4K
•Book
Randomized Algorithms for Analysis and Control of Uncertain Systems
Roberto Tempo,Giuseppe Carlo Calafiore,Fabrizio Dabbene +2 more
- 27 Aug 2004
TL;DR: In this paper, a scenario approach for Probabilistic Robust Design is presented for LPV systems. But the approach is not suitable for linear systems and does not address the limitations of the robustness Paradigm.
SLA-Oriented Resource Provisioning for Cloud Computing: Challenges, Architecture, and Solutions
TL;DR: In this paper, the authors present the vision, challenges, and architectural elements of SLA-oriented resource management in cloud computing systems and propose an architecture that supports integration of market-based provisioning policies and virtualization technologies for flexible allocation of resources to applications.