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Congestion Integrated Control in Virtualized Clouds 2

Congestion Integrated Control in Virtualized Clouds

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2nd ieee international conference on progress in informatics and computing (PIC)

作者： Zhang, Yumeng Ren, Fengyuan Cheng, Peng Miao, Mao Lin, Chuang Tsinghua Univ Dept Comp Sci & Technol Tsinghua Natl Lab Informat Sci & Technol Beijing 100084 Peoples R China

ISBN: (纸本)9781479920303

Many cloud computing platforms adopt virtualization technology to provide cloud services. To achieve high computing performance, many data parallel frameworks are adopted to run the jobs. The job is broken into pieces and farmed out to virtual machines (VMs) to process in parallel. The responses from these VMs are aggregated to produce the final result with concurrent flows. However, the concurrent flows adjust congestion window in an isolated manner, there will be large variance among the transmission time of each flow. It will have negative impact on the cloud application performance since the slowest flow determines the total completion time of concurrent flows. To facilitate resource utilization and VM management, these VMs usually reside in the same physical host which offers the native infrastructure for concurrent flows' integrated management. Therefore, we propose a Congestion Integrated Control (CIC) scheme which offloads each flow's independent congestion control module and sets up an integrated control platform to perform the congestion control for concurrent flows in a unified manner. The CIC scheme is implemented on the Xen platform. The performance evaluation indicates that the large variance among transmission time of each flow is substantially reduced and total completion time of concurrent flows is decreased correspondingly.

关键词： cloud computing virtualization congestion control xen

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A Scalable and Robust Framework for Intelligent Real-time Video Surveillance 5

A Scalable and Robust Framework for Intelligent Real-time Vi...

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international conference on Advances in computing, Communications and informatics (ICACCI)

作者： Dutt, Shreenath Kalra, Ankita Indian Inst Technol BHU Dept Elect Engn Varanasi Uttar Pradesh India

ISBN: (纸本)9781509020287

In this paper, we present an intelligent, reliable and storage-efficient video surveillance system using Apache Storm and OpenCV. As a Storm topology, we have added multiple information extraction modules that only write important content to the disk. Our topology is extensible, capable of adding novel algorithms as per the use case without affecting the existing ones, since all the processing is independent of each other. This framework is also highly scalable and fault tolerant, which makes it a best option for organisations that need to monitor a large network of surveillance cameras.

关键词： Apache Storm Video Surveillance Computer Vision Distributed computing

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Power-aware I/O-intensive and CPU-intensive applications hybrid deployment within virtualization environments

Power-aware I/O-intensive and CPU-intensive applications hyb...

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ieee international conference on progress in informatics and computing (PIC)

作者： Liu, Zhiwu Ma, Ruhui Zhou, Fanfu Yang, Yindong Qi, Zhengwei Guan, Haibing School of Electronic and Electric Engineering Shanghai Jiao Tong University Shanghai 200240 China School of Electronic and Electric Engineering Shanghai Key Laboratory of Scalable Computing and Systems Shanghai Jiao Tong University Shanghai 200240 China

ISBN: (纸本)9781424467860

As more and more software applications are migrating from local desktops to remote data centers, efficient data centers management is becoming increasingly important. The management of data centers has been facing a key challenge how to trade-off power consumption and Quality of Service (QoS) of applications. To deal with this challenge, there has been a lot of ongoing efforts on power-aware and QoS-aware application deployment. Based on these works, we present I/O-Intensive and CPU-Intensive applications hybrid deployment to optimize resource utilization within virtualization environments. In this work, we investigate the resources allocation between virtual machines where I/O and CPU-Intensive applications reside, to achieve power-aware applications hybrid deployment. To demonstrate the problem of I/O and CPU resource in virtualization environment, we use Xen as the Virtual Machine Monitor to do experiments. Under different resource allocation configurations, we evaluate power efficiency up to 2 %∼12%, compared to the default deployment. We also can conclude the more CPU resource that the CPU-Intensive application in the hybrid deployment applications need to satisfy QoS, the more power efficiency improvement that hybrid deployment can bring. ©2010 ieee.

关键词： Virtualization

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Data Storage Security Algorithms for Multi Cloud Environment 2

Data Storage Security Algorithms for Multi Cloud Environment

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2nd ieee international conference On Advances in Electrical and Electronics, Information, Communication and Bio informatics (ieee AEEICB)

作者： Ashalatha, R. Agarkhed, Jayashree Patil, Siddarama PDA Coll Engn Kalaburagi Karnataka India PDA Coll Engn Dept Comp Sci & Engn Comp Networking & Engn Kalaburagi Karnataka India PDA Coll Engn Dept Elect & Commun Engn Kalaburagi Karnataka India

ISBN: (纸本)9781467397452

Cloud computing technology is considered to be the top most strategic technology in today's world. This is the result made in the advancement in storage technology towards cloud computing. The world of cloud computing has become more and more advanced in the recent years. It has become more and more popular and powerful in gaining everyone's attention in the field axdbhof research and business as well. Advanced cryptographic techniques are proposed for performing security much stronger way. Therefore, people from different field especially for business in companies are relying on cloud storage. Auditability is considered as an important factor for securing the cloud environment to overcome the hacking issue. Data auditability has been designed for storing the cloud data. This paper discusses various data security algorithms for public cloud computing area.

关键词： Cloud computing Auditability Data Security

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Architecture Vision for Indonesian Integrated Agriculture Information Systems Using TOGAF Framework 1

Architecture Vision for Indonesian Integrated Agriculture In...

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1st international conference on informatics and computing (ICIC)

作者： Delima, Rosa Santoso, Halim Budi Purwadi, Joko Univ Kristen Duta Wacana Dept Informat Yogyakarta Indonesia Univ Kristen Duta Wacana Dept Informat Syst Yogyakarta Indonesia

ISBN: (纸本)9781509016488

Agriculture is an important sector for Indonesia. Indonesia as an agrarian country, most of the society work as a farmer. In modern agriculture / modern farming, communication and information technology plays important role to increase farmer's productivity. Thus, an Integrated Agriculture Information System (IAIS) is urgent to be developed in Indonesia. As a complex system, IAIS needs a blueprint which is going to be a reference to develop system gradually and sustainable. An approach to develop system blueprint is Enterprise Architecture (EA) using The Open Group Architecture Framework (TOGAF). In TOGAF, there are some activities which have to be done gradually. This paper discusses two early activities to develop IAIS blueprint, Preliminary Phase and Architecture Vision Phase.

关键词： Integrated Agriculture Information System Enterprise Architecture TOGAF Framework Architecture Vision

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A DEFENSIVE TIMESTAMP APPROACH TO DETECT AND MITIGATE THE SYBIL ATTACK IN VANET 2

A DEFENSIVE TIMESTAMP APPROACH TO DETECT AND MITIGATE THE SY...

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2nd ieee international conference on Contemporary computing and informatics (IC3I)

作者： Sharma, Shikha Sharma, Shivani Amritsar Coll Engn & Technol Comp Sci & Technol Amritsar Punjab India

ISBN: (纸本)9781509052561

Sybil attack is an encounter in which the personality of a assaulter is contaminated into huge number of incognito personality which is produced to build up the route of the network. In this paper, we deliberate the timestamp approach for Sybil attack in associated system, self correlate network, and cordial network system. Also assorted mechanisms to extenuate the Sybil attack are evaluated, we have proposed timestamp approach for prevention and detection of Sybil attack. We have compared our result with EBRS Approach our approach shows better results as compared to previous approach.

关键词： Vehicular ad hoc network(VANETS) Sybil attack

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The Analysis of Distributed computing Systems with Machine Learning

The Analysis of Distributed Computing Systems with Machine L...

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2023 international conference on Networking, informatics and computing, ICNETIC 2023

作者： Zhang, Zhuoer University of Illinois at Urbana-Champaign IL United States

ISBN: (纸本)9798350313314

The distributed computing system is a hot research field. Deep learning, the Internet of Things, and other technologies are rapidly advancing, necessitating better levels of computation, storage, and communication efficiency for many jobs and applications. The advanced distributed computing model, represented by cloud computing and edge computing, has attracted the attention of researchers. Firstly, this paper reviews the development of distributed computing systems. Then the critical technologies of the distributed computing system, including MSG-based system, MapReduce-like system, and graph computing system, are introduced. Then, this paper presents two typical frameworks of distributed computing systems, including cloud computing and edge computing, and compares and analyzes the latest progress of cloud computing and edge computing in machine learning. In addition, this paper discusses the development prospect and challenges of the distributed computing system, including increasing the scale of training, developing more complex structure other than MEA and ways to make the cloud more efficient. © 2023 ieee.

关键词： Edge computing

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Implementation of Pixel Based Adaptive Segmenter Method for Tracking and Counting Vehicles in Visual Surveillance 1

Implementation of Pixel Based Adaptive Segmenter Method for ...

引用

1st international conference on informatics and computing (ICIC)

作者： Subaweh, Muhammad Brilliant Wibowo, Eri Prasetyo Gunadarma Univ Fac Ind Technol Informat Engn Depok Indonesia

ISBN: (纸本)9781509016488

Computer vision has many applications that were implemented to the existing advance technology. Vehicle tracking and counting in video surveillance is one of them. Vehicle tracking allow the computer to detect and tracking the vehicles that capture through the video surveillance. Afterwards vehicle counting allow to the computer to count all of the vehicles on video. Background Subtraction is one of the method to perform object tracking and counting process for the system. This research implements Pixel Based Adaptive Segmenter Model for Background Subtraction method to perform object tracking and counting. This research used video capture of visual surveillance and vehicles as object to track and count. Result of this research is the system can track and count all vehicles on videos.

关键词： Computer Vision OpenCV Vehicle Tracking Vehicle Counting Background Subtraction Pixel Based Adaptive Segmenter Visual Surveillance

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Cloud Impact on IT Governance 18

Cloud Impact on IT Governance

引用

18th ieee international conference on Business informatics (CBI)

作者： Khalil, Sabine Fernandez, Valerie Fautrero, Valerie Telecom ParisTech Dept Econ & Social Sci Paris France Mines Telecom Dept Econ & Social Sci Paris France Univ Toulouse 2 Dept Econ & Social Sci Toulouse France

ISBN: (纸本)9781509032310

Today's competitive environment pushes technology into changing quickly, hence triggering organizations to be ready for such changes. Cloud computing is one of the popular evolving information technologies that seems to affect organizations in different ways, and on different levels. The academic as well as the professional literature focused on identifying the several promoters and inhibitors for adopting cloud solutions. However, the related work does not clearly identify how adopting such solutions affects the organization's IT governance, where implementing effective IT governance is required in order to survive in a competitive market. Therefore, the aim of this research paper is to study the effect of cloud solutions on organizations' IT governance. We first built this paper through an exhaustive literature review describing the various cloud computing promoters and inhibitors, along with the organizational transformations cited by several researchers. Then, in order to validate these transformations and the effects brought by the cloud, we conducted a set of twenty interviews with professionals (CIOs, CEOs, and project managers) from large organizations in France. Our findings endorse the most common elements found in the literature regarding the important considerations when adopting the cloud (security, reversibility, interoperability, etc.) New findings have also been highlighted in our data analysis;cloud computing seems to affect the technological and strategical aspects of IT governance, as well as the business transformation.

关键词： Cloud computing IT Governance Business Transformation Adoption

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A Framework of Training Anfis Using Chicken Swarm Optimization for Solving Classification Problems 1

A Framework of Training Anfis Using Chicken Swarm Optimizati...

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1st international conference on informatics and computing (ICIC)

作者： Roslina Zarlis, Muhammad Yanto, Iwan Tri Riyadi Hartama, Dedy Univ Sumatera Utara Politekn Negeri Medan Medan 20155 Indonesia Univ Sumatera Utara Dept Comp Sci Medan 20155 Indonesia Univ Ahmad Dahlan Fac Math & Nnatural Sci Informat Syst Dept Yogyakarta Indonesia Tunas Bangsa AMIK Dept Informat Syst Pematangsiantar Indonesia STIKOM Pematangsiantar Indonesia

ISBN: (纸本)9781509016488

The result of training parameters described Adaptive Neuro-Fuzzy Inference System (ANFIS) performance. The speed and reliability of training effect depend on the training mechanism. There have been many methods used to train the parameters of ANFIS as using GD, metaheuristic techniques, and LSE. But there are still many methods developed to achieve efficiently. One of the proposed algorithm to improve the performance of ANFIS is Chicken swarm optimization (CSO) algorithm. The experimental results of training ANFIS network for classification problems show that ANFIS-CSO algorithm achieved better accuracy.

关键词： Clasification ANFIS Chicken Swarm Optimization

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