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相关论文: Managing Service Dependency for Cloud Reliability:…

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Service reliability is one of the key challenges that cloud providers have to deal with. In cloud systems, unplanned service failures may cause severe cascading impacts on their dependent services, deteriorating customer satisfaction.…

软件工程 · 计算机科学 2022-04-26 Tianyi Yang , Jiacheng Shen , Yuxin Su , Xiao Ling , Yongqiang Yang , Michael R. Lyu

The sustainability of any Data Warehouse System (DWS) is closely correlated with user satisfaction. Therefore, analysts, designers and developers focused more on achieving all its functionality, without considering others kinds of…

数据库 · 计算机科学 2013-11-06 I. Hilal , N. Afifi , R. Filali Hilali , M. Ouzzif

Microservices have been recognized for over a decade. They reshaped system design enabling decentralization and independence of development teams working on particular microservices. While loosely coupled microservices are desired, it is…

软件工程 · 计算机科学 2025-01-22 Amr S. Abdelfattah , Tomas Cerny

The cloud computing paradigm is being adopted by many organizations in different application domains as it is cost effective and offers a virtually unlimited pool of resources. Engineering critical systems can benefit from clouds in…

软件工程 · 计算机科学 2014-05-01 Sami Alajrami

Deep learning (DL), a form of machine learning, is becoming increasingly popular in several application domains. As a result, cloud-based Deep Learning as a Service (DLaaS) platforms have become an essential infrastructure in many…

分布式、并行与集群计算 · 计算机科学 2018-05-18 Scott Boag , Parijat Dube , Kaoutar El Maghraoui , Benjamin Herta , Waldemar Hummer , K. R. Jayaram , Rania Khalaf , Vinod Muthusamy , Michael Kalantar , Archit Verma

Designing software compatible with cloud-based Microservice Architectures (MSAs) is vital due to the performance, scalability, and availability limitations. As the complexity of a system increases, it is subject to deprecation, difficulties…

软件工程 · 计算机科学 2024-07-22 Thakshila Imiya Mohottige , Artem Polyvyanyy , Rajkumar Buyya , Colin Fidge , Alistair Barros

This paper presents a formal approach to modelling and analysis of data and control flow dependencies between services within remotely deployed distributed systems of services. Our work aims at elaborating for a concrete system, which parts…

软件工程 · 计算机科学 2014-12-12 Maria Spichkova , Heinrich Schmidt

The new era of computing called Cloud Computing allows the user to access the cloud services dynamically over the Internet wherever and whenever needed. Cloud consists of data and resources; and the cloud services include the delivery of…

分布式、并行与集群计算 · 计算机科学 2012-06-27 A. Anasuya Threse Innocent

As Clouds are complex, large-scale, and heterogeneous distributed systems, management of their resources is a challenging task. They need automated and integrated intelligent strategies for provisioning of resources to offer services that…

分布式、并行与集群计算 · 计算机科学 2016-11-17 Rajkumar Buyya , Rodrigo N. Calheiros , Xiaorong Li

The study assesses the impact of cloud-based microservices architectures on application performance. Several aspects of performance evaluation are discussed, including response time, throughput, scalability, and reliability. This article…

分布式、并行与集群计算 · 计算机科学 2023-05-26 Ganesh Chowdary Desina

Cloud computing is a general term that involves delivering hosted services over the Internet. With the accelerated growth of the volume of data used by applications, many organizations have moved their data into cloud servers to provide…

分布式、并行与集群计算 · 计算机科学 2020-09-02 Robson A. Campêlo , Marco A. Casanova , Dorgival O. Guedes , Alberto H. F. Laender

In the contemporary world of dynamic digital solutions and services, the significance of effective and stable cloud solutions cannot be overestimated. The cloud adaptation is becoming more popular due to mobile advantages, including…

分布式、并行与集群计算 · 计算机科学 2024-10-30 Naresh Kumar Gundla

Dynamic nature of the cloud environment has made distributed resource management process a challenge for cloud service providers. The importance of maintaining the quality of service in accordance with customer expectations as well as the…

分布式、并行与集群计算 · 计算机科学 2018-08-08 Sara Kardani-Moghaddam , Rajkumar Buyya , Kotagiri Ramamohanarao

This paper discusses the various models related to cloud computing. Knowing the metrics related to infrastructure is very critical to enhance the performance of cloud services. Various metrics related to clouds such as pageview response…

分布式、并行与集群计算 · 计算机科学 2015-05-04 Chaitanya Krishna Kande

Microservices have been a key architectural approach for over a decade, transforming system design by promoting decentralization and allowing development teams to work independently on specific microservices. While loosely coupled…

软件工程 · 计算机科学 2025-01-22 Amr S. Abdelfattah , Kari E Cordes , Austin Medina , Tomas Cerny

The increasing complexity and usage of cloud systems have made it challenging for service providers to ensure reliability. This paper highlights two main challenges, namely internal and external factors, that affect the reliability of cloud…

软件工程 · 计算机科学 2023-10-03 Yintong Huo , Cheryl Lee , Jinyang Liu , Tianyi Yang , Michael R. Lyu

Managing cloud services is a fundamental challenge in todays virtualized environments. These challenges equally face both providers and consumers of cloud services. The issue becomes even more challenging in virtualized environments that…

分布式、并行与集群计算 · 计算机科学 2010-08-31 Kamal A. Ahmat , Hassan Gobjuka

Migration legacy systems to cloud platforms is a knowledge intensive process. There is an ever increasing body of knowledge reporting empirical scenarios of successful and problematic cloud migration. Reusing this body of knowledge,…

软件工程 · 计算机科学 2022-02-17 Mahdi Fahmideh , Jun Yan , Jun Shen , Aakash Ahmad , Davoud Mougouei , Anup Shrestha

Cloud-based distributed databases are a popular choice for many current applications, especially those that run over the Internet. By incorporating distributed database systems within cloud environments, it has enabled businesses to scale…

数据库 · 计算机科学 2023-01-27 Allan Vikiru , Mfadhili Muiruri , Ismail Ateya

Safety and reliability are important in the cloud computing environment. This is especially true today as distributed denial-of-service (DDoS) attacks constitute one of the largest threats faced by Internet users and cloud computing…

密码学与安全 · 计算机科学 2015-12-01 Marwan Darwish , Abdelkader Ouda , Luiz Fernando Capretz
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