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Supporting Transparent Distributed Transactions among Containerized RESTful Microservices 10

Supporting Transparent Distributed Transactions among Contai...

引用

10th International Conference on Platform technology and Service, PlatCon 2024

作者： Huang, Wei-Lun Liao, Chun-Feng Department of Computer Science National Chengchi University Taipei Taiwan Program in Digital Content and Technologies National Chengchi University Taipei Taiwan

ISBN: (纸本)9798350367874

In modern software systems, supporting transactions across multiple services presents a significant challenge. Among the various interaction approaches, the RESTful architectural style stands out as a popular choice. With the rise of microservice architecture and the growing popularity of hosting microservices in containers, the need for efficient and scalable transaction management mechanisms for containerized RESTful services has become increasingly important. This paper introduces a novel approach that transparently enhances existing non-transactional containerized RESTful services with transaction capabilities. The main idea is to implement transaction handling logic in a sidecar container, which can be attached to service containers as needed. Unlike other distributed transaction mechanisms for RESTful services, this approach eliminates the need to modify both the service logic and the communication protocol (HTTP). This research demonstrates the feasibility of the proposed method through case studies and experiments. Overall, this approach offers a seamless and efficient solution for integrating transaction management into containerized microservices. © 2024 IEEE.

关键词： HTTP

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Tactics for Enhancing Write Ahead Log for Long-Term System Maintenance 10

Tactics for Enhancing Write Ahead Log for Long-Term System M...

引用

10th International Conference on Platform technology and Service, PlatCon 2024

作者： Ho, Evan Chiu, Yi-Hsiu Liao, Chun-Feng Department of Computer Science National Chengchi University Taipei Taiwan Program in Digital Content and Technologies National Chengchi University Taipei Taiwan

ISBN: (纸本)9798350367874

With the rapid advancement of IT technology, data resilience has become crucial for driving the digital transformation of modern enterprises. In this technological trend, Write Ahead Log (WAL) has emerged as a fundamental technique for ensuring data resilience, highlighting its growing importance. However, most WAL literature does not address design issues in long-term maintenance. This study explores three design issues related to long-term WAL maintenance: acquiring the latest index, log segmentation and reassembly, and index reset after consolidation. The proposed designs are implemented as a proof-of-concept prototype. Subsequently, a series of experiments are conducted to examine the impact of these designs on performance, CPU/memory resource consumption, and index optimization. We hope that the proposed techniques will contribute to practical WAL design. © 2024 IEEE.

关键词： Database DevOps Write Ahead Log

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Examining the Influence of Dependency Injection on Software Maintainability 8

Examining the Influence of Dependency Injection on Software ...

引用

8th IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data science, BCD 2023

作者： Sun, Chun-Wei Liao, Chun-Feng National Chengchi University Department of Computer Science Taipei Taiwan National Chengchi University Department of Computer Science and Program in Digital Content and Technologies Taipei Taiwan

ISBN: (纸本)9798350373615

Dependency Injection (DI) is a widely adopted design pattern in the software industry. DI reduces the otherwise necessary coupling between a client and the concrete object providing the service. This decoupling is achieved by delegating the responsibility of object creation to an external DI module, commonly referred to as a DI Container. Nevertheless, DI can introduce certain side effects. To guide the external DI module on the wiring logic, developers must either detail these logics in configuration files or use language constructs specific to the DI implementation in use. In large-scale projects, managing these wiring logics can pose a significant challenge to software maintainability. Currently, the Spring Framework stands as one of the most prominent DI implementations. It provides three methods for describing the wiring logic: XML, Annotation, and Java Class. This paper delves into the effects of these three methods on software maintainability, their influence on software design, and the optimal circumstances for each method's use in managing wiring logic. Our study examines the issues aforementioned using the well-known web application benchmark, JPetStore. We adapt the benchmark application's source code through different wiring logic implementations and evaluate the resultant effects on software coupling metrics. Finally, we explore the implications of these modifications on software coupling and maintainability. © 2023 IEEE.

关键词： Maintainability

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FirmataSpy: A Firmata Emulator to Streamline Interoperable Automated Testing for IoT Devices 9

FirmataSpy: A Firmata Emulator to Streamline Interoperable A...

引用

9th International Conference on Platform technology and Service, PlatCon 2023

作者： Lan, Tzu-Chi Liao, Chun-Feng National Chengchi University Program in Digital Content and Technologies Taipei Taiwan National Chengchi University Department of Computer Science Taipei Taiwan

ISBN: (纸本)9798350305999

The swift progress of Internet of Things (IoT) technology has unveiled vast opportunities for interfacing and monitoring physical devices. Developers frequently encounter obstacles when conducting human-in-the-loop testing and connecting hardware devices for assessing IoT applications. This inconvenience hinders the development process and demands substantial time commitment for software quality maintenance, thereby diverting attention from core programming tasks. This research endeavors to design and implement an emulator named FirmataSpy based on Firmata, a widely-used serial-port communication protocol, for bridging application software and IoT devices. Serving as a Test Double for IoT devices, FirmataSpy facilitates developers in testing and validating IoT devices seamlessly. What sets FirmataSpy apart from other Test Double approaches is its language independence. It emulates the hardware and interacts with software at the protocol level, thereby broadening its adaptability. © 2023 IEEE.

关键词： Application programs

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Predicting Gold Prices with Rolling Average Representation and Machine Learning 1

Predicting Gold Prices with Rolling Average Representation a...

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1st International Conference on Innovative Engineering sciences and Technological Research, ICIESTR 2024

作者： Kannan, Rajkumar Andres, Frederic Muthu, Kalaiarasi Sonai Anutariya, Chutiporn Department of Computer Science Tiruchirappalli India National Institute of Informtics Digital Content and Media Science Tokyo Japan Multimedia University Faculty of Information Science and Technology Malaysia Asian Institute of Technology School of Engineering and Technology Pathum Thani Thailand

ISBN: (纸本)9798350348637

Price prediction and forecasting have been important topics that have been long studied in the financial world. Commodity price prediction is one such highly popular application in stock markets across the world. Among all commodities such as gold, silver, platinum and others, gold has continued to be the prime and forefront commodity which decides the price movements of other commodities. Moving average approach and its variants are the important technical indicators which help financial institutions, investors and traders to understand the movement of gold prices throughout the year. Some of the popular technical indicators are simple moving averages, cumulative moving averages and exponential moving averages. This paper proposes a unique gold price prediction methodology by building popular ensemble machine learning models utilizing all three types of moving average values as feature representation and next day price as the target for prediction. The predicted values based on the three moving average features are presented to users, investors and traders, so that investors and traders will know the gold price for the next day. Extensive experiments are conducted on the Indian gold price daily data from December 2011 to March 2024 by comparing six prominent machine learning models and ARIMA model. We also present a detailed study of different feature importance. Experimental results on the gold price daily data have confirmed that polynomial regression models have given superior performance in terms of regression accuracy and error metrics namely MSE, RMSE and MAE © 2024 IEEE.

关键词： Prediction models

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Threat Modeling for Honeypot Deployment 10

Threat Modeling for Honeypot Deployment

引用

10th IEEE Information technology International Seminar, ITIS 2024

作者： Silaen, Kalpin Erlangga Gaol, Ford Lumban Supangkat, Suhono Harso Ranti, Benny Bina Nusantara University Binus Graduate Program - Computer Science Computer Science Department Jakarta Indonesia Institute of Technology Bandung Faculty of Digital Communication and Hotel & Tourism Bandung Indonesia Universitas Indonesia Faculty of Computer Science Depok Indonesia

ISBN: (纸本)9798331521295

The increasing complexity of cyber attacks, including 0-day vulnerabilities and APTs, has rendered traditional defenses like firewalls and IDS/IPS insufficient. Honeypots have been proposed as a solution to detect and analyze new attack types by simulating vulnerable systems and capturing malicious activities. However, the deployment of honeypots introduces unique risks, necessitating a comprehensive threat modeling approach to mitigate potential drawbacks. This paper explores the intersection of threat modeling and honeypot deployment, identifying threats, and proposing effective mitigation strategies. We applied a threat model adapted from a simplified PASTA framework based on risk-centric and proposed mitigation plans such as network segmentation, outbound traffic filtering, resource monitoring, and regular updates. Additionally, we discussed alternative honeypot deployments outside the organization's internal network to avoid arising risks. We found that deploying high-interaction honeypots carries high risks due to a broader attack flow. The novelty of this study lies in adapting the attack-flow approach for honeypot threat modeling, providing a structured method to analyze and mitigate honeypot-specific threats. Future research directions include conducting long-term studies and detailed case studies to further optimize the interaction between honeypot deployments and threat modeling for enhanced security outcomes. © 2024 IEEE.

关键词： Zero-day attack

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Ensuring Success in Quick Commerce by Evaluating Its Application Development Capability Maturity Using COBIT 2019 8

Ensuring Success in Quick Commerce by Evaluating Its Applica...

引用

8th International Conference on Information Management and technology, ICIMTech 2023

作者： Heruatmadja, Chandra Hermawan Gaol, Ford Lumban Supangkat, Suhono Harso Ranti, Benny Bina Nusantara University Binus Graduate Program - Doctor of Computer Science Computer Science Department Jakarta11480 Indonesia Institute of Technology Bandung Faculty of Digital Communication and Hotel & Tourism Bandung Indonesia Universitas Indonesia Faculty of Computer Science Computer Science Department Depok Indonesia

ISBN: (纸本)9798350326093

In the digital era, the demand for quick access to goods (q-Commerce) has driven retail companies to develop online shopping applications, aiming to attract more consumers. To cater to the demands of q-Commerce, specialized mobile applications that prioritize fast delivery and user-friendly experiences are crucial. However, developing and maintaining these applications present challenges in terms of speed of development and security. This research focuses on a retail company, PT X, with a q-Commerce application serving 3.5 million active users monthly. The research aims to assess PT X's capability maturity level in application development governance using the COBIT 2019 Capability Maturity Model. Additionally, the study investigates the differences in assessment methods between COBIT 2019 and previous versions. The findings contribute to understanding in which level of capability maturity that companies can achieve in developing quick commerce applications with a large user base. Findings of this research provides an overview for PT X to initiate the necessary initial steps to comply with the good application development according to COBIT 2019 standard. This research also highlights to future researchers that COBIT 2019 is primarily a framework for enterprise-level assessment and need to be adjusted to be suitable for measurements below the enterprise level. © 2023 IEEE.

关键词： Mobile commerce

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Toward digital Transformation Adoption: A Conceptual Framework from Transformational Leadership Perspective 7

Toward Digital Transformation Adoption: A Conceptual Framewo...

引用

7th Information Systems International Conference, ISICO 2023

作者： Marcel Gaol, Ford Lumban Supangkat, Suhono Harso Ranti, Benny Computer Science Department BINUS Graduate Program - Doctor of Computer Science Bina Nusantara University Jakarta Indonesia Smart Cities and Communities Innovation Center Faculty of Digital Communication and Hotel & Tourism Institute of Technology Bandung Bandung Indonesia Computer Science Department Faculty of Computer Science University of Indonesia Depok Indonesia Information System Department Universitas Kristen Krida Wacana Jakarta Indonesia

digital transformation is about transforming processes, business models, domains, and culture. Studies show that the failure rate of digital transformation is quite high up to 90%. Studies show that the transformational leadership model has a significant impact on digital transformation adoption. This paper identifies the positive and negative attributes of transformational leadership including the components that support and are affected for successful adoption of digital transformation. Furthermore, the paper combines several findings related to the attributes and components in the form of a conceptual framework. The conceptual framework can serve as a guide for organizations for their digital transformation journey. © 2023 The Authors. Published by Elsevier B.V.

关键词： Failure rate

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Tactics for Enhancing Write Ahead Log for Long-Term System Maintenance

Tactics for Enhancing Write Ahead Log for Long-Term System M...

引用

International Conference on Platform technology and Service (PlatCon)

作者： Evan Ho Yi-Hsiu Chiu Chun-Feng Liao Department of Computer Science National Chengchi University Taipei Taiwan Program in Digital Content and Technologies National Chengchi University Taipei Taiwan

ISBN: (数字)9798350367874

ISBN: (纸本)9798350367881

关键词： System performance Memory management Prototypes Market research Data models Robustness Maintenance Indexes Optimization Resilience

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Implementation of Lightweight PRNG on PLC for Industrial Control Systems 3

Implementation of Lightweight PRNG on PLC for Industrial Con...

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3rd International Conference on Intelligent Cybernetics technology and Applications, ICICyTA 2023

作者： Sama, Andi Gaol, Ford Lumban Harso Supangkat, Suhono Ranti, Benny Binus Graduate Program Doctor of Computer Science Bina Nusantara University Computer Science Department Jakarta11480 Indonesia Doctor of Computer Science Bina Nusantara University Computer Science Department Jakarta Indonesia Institute of Technology Bandung Faculty of Digital Communication and Hotel & Tourism Bandung Indonesia Universitas Indonesia Faculty of Computer Science Depok Indonesia

ISBN: (纸本)9798350394559

The Information technology/Operational technology convergence towards Industry 4.0 opens the opportunity to leverage recent advancements in Information technology for Operational technology, such as Cloud, Internet of Things, and Artificial Intelligence. Meanwhile, cyber-attacks are increasing for Operational technology. The security aspect in Operational technology systems has traditionally been a low priority, in contrast with speed. This introduces challenges as Industrial Control Systems such as programmable Logic Controller in Operational technology have been traditionally optimized for speed rather than security due to limited computing power. As computations need to be as efficient as possible, security in Operational technology has yet to be managed as robustly as in Information technology. Operational technology communication protocols for securing data transfer, for example, have no or just a few security capabilities, even for basic authentication and encryption. Common security algorithms rely on random numbers. However, Random Number Generator is not usually part of standard functions in programmable Logic Controllers, the core control component in Industrial Control Systems. In Industrial Control Systems, the Random Number Generator is mostly implemented as a software-based Pseudo Random Number Generator. This paper shows how to apply a Pseudo Random Number Generator in a Siemens Compact PLC S7-1200 using a modified lightweight XORshift algorithm. The XORshift algorithm can generate better randomness than the system's clock-based implementation in the Siemens Library of Generic Functions. © 2023 IEEE.

关键词： Internet of things

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