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All Journal Journal of Computer Science Advancements Rechtsnormen: Journal of Law Journal of Social Science Utilizing Technology
Supriadi Supriadi
Politeknik Angkatan Laut
Computer Science & IT

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EDGE COMPUTING AND REAL-TIME DATA PROCESSING: OPTIMIZING LATENCY AND EFFICIENCY IN INTERNET OF THINGS (IOT) ECOSYSTEMS Galih Praditya Purnomo; Supriadi Supriadi; Mochamad Achnaf; Amir Raza
Journal of Computer Science Advancements Vol. 4 No. 2 (2026)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jsca.v4i2.3621

Abstract

The rapid expansion of Internet of Things (IoT) ecosystems has intensified the need for efficient real-time data processing, exposing limitations of cloud-centric architectures in handling latency-sensitive applications. Increasing data volumes, network congestion, and delayed response times have highlighted the necessity of decentralized computing approaches. This study aims to examine the effectiveness of edge computing in optimizing latency and system efficiency within IoT environments. A mixed-methods experimental and simulation-based design was employed, comparing edge-based, cloud-based, and hybrid architectures across multiple application scenarios. Performance metrics including latency, throughput, energy consumption, and bandwidth utilization were analyzed using statistical and comparative techniques. Findings indicate that edge computing significantly reduces latency and energy consumption, while hybrid architectures achieve optimal throughput and scalability. Bandwidth utilization emerges as a key mediating factor influencing system performance, with decentralized processing improving responsiveness under high network load conditions. The study concludes that edge computing provides a robust and adaptive solution for enhancing real-time data processing in IoT ecosystems, particularly when integrated with cloud systems through optimized task allocation strategies. Effective deployment requires context-aware design, efficient resource management, and alignment with application-specific requirements.
The Protection of Refugees and Stateless Persons: Challenges of International Human Rights Law in an Era of Global Migration Crisis Kasman Yori Harefa; Supriadi Supriadi; Krisno Hadi Susanto; Ahmad Faisol; Rizal Musa Karim; Nodira Tursunova
Rechtsnormen: Journal of Law Vol. 4 No. 2 (2026)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/rjl.v4i2.3638

Abstract

Background.The global migration crisis has highlighted major gaps in protecting refugees and stateless persons, as conflict and inequality increase their vulnerability despite existing international human rights frameworks. Purpose. This study examines the effectiveness of international human rights law in addressing the specific protection needs of displaced and stateless populations within modern migration contexts. Method. A qualitative doctrinal and socio-legal approach was used, analyzing international legal instruments, comparative policy frameworks, and secondary data on protection outcomes. Results. While principles like non-refoulement are generally upheld, significant gaps remain in legal recognition and service access, with institutional capacity and international cooperation identified as critical success factors. Conclusion. International law is a necessary but insufficient framework; it requires stronger implementation, better accountability, and more inclusive global approaches to effectively protect vulnerable migrants.
Strengthening Underwater Security in ALKI II: Integrating Technology-Based Maritime Control Capabilities from a National Defense Perspective Yusuf Nur Arifin; James Firman Gohan Siagian; Supriadi Supriadi
Journal of Social Science Utilizing Technology Vol. 4 No. 4 (2026)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jssut.v4i4.4419

Abstract

Background. The expansion of subsea infrastructure in ALKI II introduces complex security threats, demanding a strong synergy between advanced technology and institutional capabilities to maintain maritime domain awareness. Purpose. This study investigates how technology-based control capabilities support underwater security and identifies the key organizational factors that determine their success from a defense perspective. Method. Employing a qualitative case study design, data were gathered through semi-structured interviews with 30 key stakeholders, document analysis, and field observations, then analyzed using thematic coding and exploratory inferential analysis. Results. Technology-driven capabilities significantly boosted situational awareness and institutional decision-making. High technological readiness strongly correlated with overall security effectiveness (r = 0.74, p < 0.001), with organizational readiness and staff competence serving as critical supporting drivers. Conclusion. Technology alone is insufficient; sustainable underwater defense requires combining high-tech systems with skilled personnel, interoperable networks, sound governance, and cohesive interagency coordination.
Co-Authors Ahmad Faisol Amir Raza Galih Praditya Purnomo James Firman Gohan Siagian Kasman Yori Harefa Krisno Hadi Susanto Mochamad Achnaf Nodira Tursunova Rizal Musa Karim Yusuf Nur Arifin