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"Proses bisnis organisasi dapat didokumentasikan melalui sistem manajemen rekod terpadu dengan menggunakan arsitektur jaringan Cloud Computing. Manajemen rekod menggunakan Cloud Computing memberikan manfaat untuk dapat memproses dan menyajikan rekod organisasi secara real time dan kolaboratif sehingga meningkatkan produktivitas. Penelitian ini mengevaluasi pemanfaatan Cloud Computing dan aplikasi pengelolaan spereadsheet dalam manajemen rekod di PT. Daya Merry Persada (DMP). Standar yang digunakan untuk evaluasi adalah Principles and Functional Requirements for Records in Electronic office Environments: Guidelines and Functional Requirements for Electronic Management Systems yang dikeluarkan oleh International Council on Archives (ICA). Penelitian ini menggunakan pendekatan kualitatif dan pengambilan data dilakukan dengan observasi partisipatif dan wawancara terhadap staf IT, direksi, dan bagian pelaksana. Hasil penelitian menunjukan bahwa sistem rekod yang dievaluasi telah memenuhi 39 dari 59 kategori yang dipilih dari pedoman ICA dan kelebihan sistem terletak kepada kemampuannya untuk melakukan identifikasi rekod, pengelolaan rekod yang autentik dan fungsi administrasi sebagai tujuan utama pembuatan sistem oleh DMP. Sistem Cloud Computing dapat mengakomodasi manajemen rekod dengan pengembangan lebih lanjut terutama di bagian retensi dan manajemen rekod tercetak.

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There a possibillty to documented a business process of organization with a sophiticated cloud computing network. Record management using cloud computing have a several benefit to process dan present organization record in realtime and collaboratively to enhance productivity. This paper evaluate the use of cloud computing and spreadsheet processing on record management in PT. Daya Merry Persada (DMP). Assessment standard for this evaluation are Principles and Functional Requirements for Records in Electronic office Environments: Guidelines and Functional Requirements for Electronic Management Systems yang dikeluarkan oleh International Council on Archives (ICA). This paper use qualitative approach and the data collection done with observation and interview to an IT Staff, Directors, and Employee. The result of this paper shows that record completed 39 of 59 catgory that has been chosen from ICA guideline and the benefit of this system is the ability to perofrm record identification, manage authentic record and administration and it coexist with main purpose of the system creation by DMP. The system also have capability to be develop to further more accommodate record management in retention and printed record management."

""The first chapter gives an overview of cloud computing at a level accessible to a lay person. To motivate the reasons for a paradigm shift in the way we compute and store information, we introduce the concept of network-centric computing and network-centric content. A brief discussion of peer-to-peer systems, a first step in the shift from local to remote data storage and processing follows. The chapter continues with a discussion of technological advances that have made cloud computing possible and of the economical reasons why this new paradigm is attractive for many users and applications. Then we take a closer look at the cloud computing delivery models, Software as a Service (SaaS), Platform as a Service (PaaS), and Infrastructure as a Service (IaaS). SaaS gives the users capability to use applications supplied by the service provider but allows no control of the platform or the infrastructure. PaaS gives the capability to deploy consumer-created or acquired applications using programming languages and tools supported by the provider. IaaS allows the user to deploy and run arbitrary software, which can include operating systems and applications. The new paradigm raises ethical questions and has significant vulnerabilities each dissected in separate sections. Finally, the chapter presents the major challenges faced by this new paradigm. The chapter concludes with a overview of the literature and with a historic perspective"--"

"Minat cloud computing semakin meningkat seiring meningkatnya popularitas teknologi internet. Penelitian ini bertujuan untuk menginvestigasi faktor yang memengaruhi organisasi dalam mengadopsi layanan cloud computing. Secara perspektif akademik, penelitian ini dilakukan untuk melanjutkan penelitian adopsi cloud computing di Indonesia. Bersamaan dengan itu, penelitian ini juga diusulkan untuk membantu PT Mastersystem Infotama MSI mengidentifikasi faktor yang memengaruhi adopsi layanan cloud computing oleh pelanggannya. Penggunaan kerangka kerja technology-organization-environment TOE diusulkan sebagai dasar model penelitian. Hipotesis-hipotesis diusulkan sesuai dengan konteks yang ada pada TOE. Responden adalah perusahaan yang merupakan pelanggan dari MSI. Dari data 179 responden, hasil uji menggunakan PLS menunjukkan bahwa dukungan manajemen puncak adalah pendorong utama. Kompleksitas teknologi adalah satu-satunya penghambat. Kemudian faktor lain seperti faktor keuntungan relatif, faktor keselarasan rencana adopsi dengan rencana bisnis, dan faktor tekanan kompetitif juga terbukti mendorong adopsi layanan cloud computing.

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Interest in cloud computing is increasing as the popularity of internet technology increases. This study aims to investigate the factors that affect the organization in adopting cloud computing services. From an academic perspective, this research is conducted to continue the cloud computing adoption research in Indonesia. At the same time, the study is also proposed to help PT Mastersystem Infotama MSI identify factors that influence the adoption of cloud computing services by its customers. The use of technology organization environment TOE framework is proposed as the basis for the research model. The hypotheses are proposed according to the context of the TOE. Respondents are companies that are customers of MSI. From the data of 179 respondents, test results using PLS indicate that top management support is the main driver. The complexity of technology is the only obstacle. Then other factors such as relative advantages, alignment of adoption plans with business plans, and competitive pressure factors also proved to encourage the adoption of cloud computing services."

"Dalam era revolusi industri 4.0, integrasi teknologi menjadi kunci untuk meningkatkan produktivitas di sektor manufaktur. Dalam konteks ini, penggunaan Cloud Computing, Internet of Things (IoT), dan Machine Learning (ML) memainkan peran penting. IoT dan Cloud Computing digunakan untuk mengelola proses pengumpulan dan pengolahan data, terutama dari sensor mesin. Data ini kemudian dapat digunakan untuk pelatihan model ML, khususnya dalam kasus Predictive Maintenance. Predictive Maintenance bertujuan untuk memprediksi kapan suatu mesin memerlukan perawatan. Dalam penelitian sebelumnya, pendekatan masalah hanya memilih satu metode (klasifikasi atau regresi). Oleh karena itu, penelitian ini menciptakan metode Predictive Maintenance yang menggabungkan keduanya. Model yang dikembangkan menggunakan dua jenis pendekatan: Random Forest Tree untuk klasifikasi dan LSTM (Long Short-Term Memory) dengan Fully Connected layer untuk prediksi. Hasil pengujian menunjukkan bahwa model yang menggunakan LSTM untuk klasifikasi dan regresi mencapai akurasi 100%. Diikuti dengan hasil recall, precission, dan F-1 score yang mencapai 1.00. Oleh karena itu, LSTM dapat dianggap sebagai algoritma terbaik untuk Predictive Maintenance dalam industri manufaktur.

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In the era of the 4th industrial revolution, technology integration is key to improving productivity in the manufacturing sector. In this context, the use of Cloud Computing, Internet of Things (IoT), and Machine Learning (ML) plays a crucial role. IoT and Cloud Computing are used to manage the process of data collection and processing, especially from machine sensors. This data can then be used for ML model training, particularly in the case of Predictive Maintenance. Predictive Maintenance aims to predict when a machine requires maintenance. In previous research, the problem approach often involved choosing only one method (classification or regression). Therefore, this study created a Predictive Maintenance method that combines both approaches. The developed model uses two types of approaches: Random Forest Tree for classification and LSTM (Long Short-Term Memory) with a Fully Connected layer for prediction. Test results show that the model using LSTM for both classification and regression achieves 100% accuracy. Additionally, the recall, precision, and F-1 score results also reach 1.00. Therefore, LSTM can be considered the best algorithm for Predictive Maintenance in the manufacturing industry."

""Key Features: Explains how to make design choices and tradeoffs to consider when building applications to run in a virtual cloud environment; Test and experiment with a live cloud system on the Aneka platform; Real-world case studies include scientific, business, and energy-efficiency considerations; Download examples and instructor support materials on the book's companion page.Cloud computing is a technological advancement that focuses on the way in which we design computing systems, develop applications, and leverage existing services for building software. It is based on the concept of dynamic provisioning, which is applied not only to services, but also to compute capability, storage, networking, and IT (Information Technology) infrastructure in general. Resources are made available through the Internet and offered on a pay-per-use basis from Cloud computing vendors. Today, anyone with a credit card can subscribe to Cloud services and deploy and configure servers for an application in hours, growing and shrinking the infrastructure serving its application according to the demand, and paying only for the time these resources have been used"--"

"ABSTRAKPada skripsi ini telah dibangun infrastruktur cloud dengan menggunakan Openstack platform. Openstack menjanjikan infrastruktur yang scalable yang menjadikan platform cloud ini digemari banyak pengguna cloud. Tujuan dari skripsi ini adalah untuk mempelajari kinerja jaringan OpenStack berdasarkan implementasi Neutron dan memberikan rekomendasi rancangan jaringan optimal untuk integrasi high performance computing. Parameter kinerja jaringan seperti throughput, packet loss dan latency akan dievaluasi berdasarkan transmisi data TCP dan UDP dengan menggunakan alat benchmark IPerf. Hasil dari eksperimen menunjukkan kinerja Openstack hampir tidak memiliki hambatan dalam penggunaan bandwidth jaringan. Hasil penelitian juga menunjukkan bahwa lokasi virtual machine di instansiasi dan alamat jaringan akan mempengaruhi kinerja jaringan. Skripsi ini juga akan membahas alur yang digunakan untuk menganalisa perbedaan hasil kinerja jaringan virtual machine pada cloud serta menampilkan hasil pengolahan data kinerja jaringan yang kemudian akan memberikan rancangan cloud yang optimal untuk integrasi high performance computing.

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ABSTRACTIn this thesis, a cloud infrastructure is built using Openstack platform. Openstack promises a scalable infrastructure that makes this platform as favourite for cloud users. The purpose of this thesis is to study the performance of Openstack network based on the implementation of Neutron to provide recommendations of the optimal network design for the integration of high performance computing. Network performance parameters such as throughput, packet loss and latency will be evaluated based on TCP and UDP transmission data using IPerf benchmarking tool. The result of the experiments show that Openstack performance have no network bandwidth bottleneck. The result also show that the location where virtual machine is instantiate and network address will affect network performance. This thesis will also discuss the flow used to analyze the differences in virtual machine network performance results in the cloud and display the results of virtual machine network performance which will then provide an optimal cloud design for the integration of high performance computing."

"As part of the Syngress basics series, The basics of cloud computing provides readers with an overview of the cloud and how to implement cloud computing in their organizations. Cloud computing continues to grow in popularity, and while many people hear the term and use it in conversation, many are confused by it or unaware of what it really means. This book helps readers understand what the cloud is and how to work with it, even if it isn’t a part of their day-to-day responsibility.Authors Derrick Rountree and Ileana Castrillo explains the concepts of cloud computing in practical terms, helping readers understand how to leverage cloud services and provide value to their businesses through moving information to the cloud. The book will be presented as an introduction to the cloud, and reference will be made in the introduction to other Syngress cloud titles for readers who want to delve more deeply into the topic."

"ABSTRAKPemanfaatan Teknologi Informasi dalam sebuah organisasi merupakan sebuah alat penting dalam mencapai tujuan bisnis organisasi tersebut. Salah satu teknologi yang dapat mencapai tujuan tersebut adalah cloud computing, yang memungkinkan layanan dapat diakses dari mana saja secara nyaman. Cloud computing juga dapat memungkinkan akses terhadap layanan jaringan bersama dari suatu sumber daya komputasi yang telah dikonfigurasi.Penelitian ini bertujuan untuk mengidentifikasi kesesuaian Kementerian Luar Negeri RI dalam mengadopsi cloud computing dengan menggunakan pemodelan Misra Mondal Model dan menentukan tipe cloud deployment yang tepat menggunakan pendekatan AHP (Analytic Hierarchy Process) serta kriteria yang ditentukan berdasarkan analisa BCOR (Benefit, Cost, Opportunity, Risk). Dalam penelitian ini dilakukan wawancara, penyebaran kuesioner dan juga studi literatur untuk metode pengumpulan datanya.Hasil dari penelitian ini yaitu organisasi Kementerian Luar Negeri berada di range yang dapat dimungkinkan untuk mengadopsi teknologi cloud. Sedangkan hasil penelitian untuk tipe deployment yang paling sesuai di Kementerian Luar Negeri adalah tipe deployment private cloud.

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ABSTRACTThe use of information technology in an organization is an important tool to achieve the business goals of the organization. One of the technology that can be used for that purpose is cloud computing which enable some services could comfortably accessed anywhere. Cloud computing also enabling access to the shared network in some computing resource that have been configured.The purpose of this research are to identify the suitability of cloud computing adoption by using Misra Mondal model and to select the most suitable cloud deployment type by using AHP (Analytic Hierarchy Process) and the specified criteria by using BCOR (Benefit, Cost, Opportunity, Risk) Analysis. On this research, the data collection method are interviews, questionnaires, and also study the literature.The results from this research is that Ministry of Foreign Affairs on the range which cloud computing technology could be possible to adopt. While the other results of this research in the Ministry of Foreign Affairs for the most appropriate type of cloud deployment type is private cloud type."