Efficiency Measurement of Cloud Service Providers Using Network Data Envelopment Analysis

نویسندگان

چکیده

An increasing number of organizations and businesses around the world use cloud computing services to improve their performance in competitive marketplace. However, one biggest challenges using is measurement selection best service providers (CSPs) based on quality (QoS) requirements [13] . To address this shortcoming article we propose a network data envelopment analysis (DEA) method measuring efficiency CSPs. When dimensions are taken into consideration, more comprehensive enabled where divisional reflected overall estimates. This helps managers decision makers make accurate decisions selecting services. In current study, non-oriented slacks-based measure (SBM) model conventional SBM with assumptions constant returns scale (CRS) variable (VRS) applied 18 The obtained results show superiority DEA they also demonstrate that proposed can evaluate rank CSPs much better than compared traditional models.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Efficiency Measurement in: Branch Bank Service with Data Envelopment Analysis

Banking is a competitive market since the industry deregulated. Consumers’ demand for convenience services led to an increase in the number of branches to serve a geographically dispersed customer base. Increasing the number of branches indiscriminately is not advisable since more branches increase the cost structure for the bank. Banking executives can evaluate the relative efficiency of branc...

متن کامل

assessment of the efficiency of s.p.g.c refineries using network dea

data envelopment analysis (dea) is a powerful tool for measuring relative efficiency of organizational units referred to as decision making units (dmus). in most cases dmus have network structures with internal linking activities. traditional dea models, however, consider dmus as black boxes with no regard to their linking activities and therefore do not provide decision makers with the reasons...

Efficiency Measurement of Bank Branches with Undesirable Output Using Non-Radial Models of Data Envelopment Analysis

Today, banks, as intermediaries, seek to attract and allocate resources to obtain greater benefit. Therefore, the bank assessment is considered as an important subject in the banking industry. Data envelopment analysis is an effective technique in evaluating the efficiency of decision-making units. There are factors among banking indices (such as receivables from resource allocation) that are i...

متن کامل

Efficiency measurement using independent component analysis and data envelopment analysis

Efficiency measurement is an important issue for any firm or organization. Efficiency measurement allows organizations to compare their performance with their competitors’ and then develop corresponding plans to improve performance. Various efficiency measurement tools, such as conventional statistical methods and non-parametric methods, have been successfully developed in the literature. Among...

متن کامل

Efficiency Measurement of US Ports Using Data Envelopment Analysis

Container transportation plays a key role in the process largely because of the numerous technical and economic advantages it provides over traditional methods of water transportation. Compared with traditional port operations, containerization has greatly improved performance of port production. Many container ports no longer enjoy the freedom yielded by a monopoly over the handling of cargo f...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Transactions on Cloud Computing

سال: 2022

ISSN: ['2168-7161', '2372-0018']

DOI: https://doi.org/10.1109/tcc.2019.2927340