IAES Nawala: Perkembangan Cloud Computing

Halo rekan peneliti!

Ini adalah Nawala IAES dari Institute of Advanced Engineering and Science. Hari ini kami ingin share mengenai perkembangan dari cloud computing. Belakangan ini teknologi cloud sangat mempengaruhi kehidupan manusia, baik dalam komputerisasi, tempat penyimpanan, hingga aplikasi pengambilan keputusan. Hassan dkk dalam penelitiannya melakukan sebuah survei terkait pengembangan cloud computing yang berkolaborasi dengan machine learning. Adapun hasilnya dijelaskan pada artikel berikut:

Cloud computing survey on services, enhancements and challenges in the era of machine learning and data science

Wajid Hassan, Te-Shun Chou, Omar Tamer, John Pickard, Patrick Appiah-Kubi, Leslie Pagliari

Cloud computing has sweeping impact on the human productivity. Today it’s used for Computing, Storage, Predictions and Intelligent Decision Making, among others. Intelligent Decision Making using Machine Learning has pushed for the Cloud Services to be even more fast, robust and accurate. Security remains one of the major concerns which affect the cloud computing growth however there exist various research challenges in cloud computing adoption such as lack of well managed service level agreement (SLA), frequent disconnections, resource scarcity, interoperability, privacy, and reliability. Tremendous amount of work still needs to be done to explore the security challenges arising due to widespread usage of cloud deployment using Containers. We also discuss Impact of Cloud Computing and Cloud Standards. Hence in this research paper, a detailed survey of cloud computing, concepts, architectural principles, key services, and implementation, design and deployment challenges of cloud computing are discussed in detail and important future research directions in the era of Machine Learning and Data Science have been identified.

Pengembangan cloud computing merambah pada teknologi internet of things (IoT). Alam dalam penelitiannya mengkombinasikan cloud computing menggunakan mobile ad-hoc network (MANET) untuk dapat berintegrasi dengan IoT. Penjelasan lebih rinci mengenai penelitian ini dapat dilihat pada halaman berikut:

Internet of things: review, architecture and applications

Tanweer Alam

Devices linked to the internet of things (IoT) may communicate with one another in several settings. Furthermore, rather of relying on an existing centralized system, users may develop their own network by using wireless capabilities. This kind of network is known as a wireless mobile ad hoc network. The mobile ad-hoc network (MANET) enables IoT devices to connect with one another in an unstructured networked environment. IoT devices may connect, establish linkages, and share data on a continuous basis. In this system, the cloud’s purpose is to store and analyze data acquired from IoT devices. One of the most significant challenges in cloud computing has been identified as information security, and its resolution will result in an even bigger increase in cloud computing usage and popularity in the future. Finally, the goal of this project is to create a framework for facilitating communication between IoT devices in a Cloud and MANET context. Our major contribution is a ground-breaking research initiative that combines cloud computing with the MANET and connects the internet of things. This research might be used to the IoT in the future.

Integrasi cloud computing dengan IoT

Cloud computing yang diintegrasikan dapat mengimprovisasi fungsi dari IoT. Namun disisi lain, perlu juga diperhatikan dari masalah keamanan yang timbul dari hasil integrasi tersebut. Ullah dkk melakukan penelitian yang membahas mengenai integrasi yang aman antara cloud computing dan IoT. Hasil dari penelitian tersebut dapat dibaca pada halaman berikut:

Cloud and internet-of-things secure integration along with security concerns

Arif Ullah, Imane Laassar, Canan Batur Şahin, Ozlem Batur Dinle, Hanane Aznaoui

Cloud computing is a new technology which refers to an infrastructure where both software and hardware application are operate for the network with the help of internet. Cloud computing provide these services with the help of rule know as you pay as you go on. Internet of things (IoT) is a new technology which is growing rapidly in the field of telecommunications. The aim of IoT devices is to connect all things around us to the internet and thus provide us with smarter cities, intelligent homes and generally more comfortable lives. The combation of cloud computing and IoT devices make rapid development of both technologies. In this paper, we present information about IoT and cloud computing with a focus on the security issues of both technologies. Concluding we present the contribution of cloud computing to the IoT technology. Thus, it shows how the cloud computing technology improves the function of the IoT. Finally present the security challenges of both technologies IoT and cloud computing.

Berbicara mengenai kemanan cloud, Khobragade dkk melakukan penelitian terkait mekanisme pengamanan menggunakan mekanisme fragmentation dan replication. Penjelasan lebih detaik terkait mekanisme pengamanan tersebut dapat dilihat pada artikel berikut:

High security mechanism: fragmentation and replication in the cloud with auto update in the system

Shrutika Khobragade, Rohini Bhosale, Rahul Jiwane

Cloud Computing makes immense use of internet to store a huge amount of data. Cloud computing provides high quality service with low cost and scalability with less requirement of hardware and software management. Security plays a vital role in cloud as data is handled by third party hence security is the biggest concern to matter. This proposed mechanism focuses on the security issues on the cloud. As the file is stored at a particular location which might get affected due to attack and will lost the data. So, in this proposed work instead of storing a complete file at a particular location, the file is divided into fragments and each fragment is stored at various locations. Fragments are more secured by providing the hash key to each fragment. This mechanism will not reveal all the information regarding a particular file even after successful attack. Here, the replication of fragments is also generated with strong authentication process using key generation. The auto update of a fragment or any file is also done here. The concept of auto update of filles is done where a file or a fragment can be updated online. Instead of downloading the whole file, a fragment can be downloaded to update. More time is saved using this methodology.

Beberapa artikel diatas merupakan bagian kecil dari penelitian mengenai pengembangan cloud computing. Untuk mendapatkan informasi lebih lanjut silahkan kunjungi secara GRATIS pada link berikut: https://iaesprime.com/index.php/csit/ dan https://ijict.iaescore.com/.