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IMPLEMENTASI MONITORING DAN BLOKIR GAME ONLINE DI LABORATORIUM FASILKOM UNSIKA BERBASIS MANGLE DAN TELEGRAM Aditya Rizky Darmawan; Agung Susilo Yuda Irawan; Arip Solehudin; Purwantoro; Garno
Jurnal Informatika dan Teknik Elektro Terapan Vol. 14 No. 3 (2026)
Publisher : Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jitet.v14i3.10537

Abstract

Penyalahgunaan internet untuk aktivitas game online di Laboratorium Fasilkom UNSIKA mengganggu kelancaran kegiatan akademik. Penelitian ini bertujuan merancang sistem pemantauan dan pemblokiran akses game online berbasis Mangle dan Telegram dengan metodologi Network Development Life Cycle (NDLC). Pemblokiran dieksekusi melalui Packet Filtering berbasis kombinasi Mangle untuk game online berbasis aplikasi dan Address List untuk game online berbasis web. Sistem secara dinamis mengisolasi IP pelanggar di Address List khusus dan mengirimkan notifikasi real-time ke Telegram administrator memanfaatkan Scripting dan Scheduler. Hasil evaluasi menunjukkan tingkat keberhasilan pemblokiran mencapai 100%. Dari segi efisiensi perangkat keras, arsitektur sistem terbukti sangat ringan, di mana tambahan beban kerja CPU router secara konsisten berada pada zona "Sangat Aman Berlebih" menurut standar CPU Utilization Factor, bahkan ketika menangani insiden pelanggaran secara massal. Selain itu, kecepatan waktu respons sistem dalam mengirimkan notifikasi peringatan ke Telegram menunjukkan hasil dibawah 10 detik dengan indeks "Memuaskan" berdasarkan standar ITU-T G.1010.
Implementasi Computer Vision AI Pada Smart Trash Classification Menggunakan Railway Cloud Deployment Vania Ardelia Zahra; Shafa Aulia Nadhira; Roma Ulina; Yuyun Umaidah; Arip Solehudin
Jurnal Sains Informatika Terapan Vol. 5 No. 2 (2026): Jurnal Sains Informatika Terapan (Juni, 2026)
Publisher : Riset Sinergi Indonesia (RISINDO)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62357/jsit.v5i2.1151

Abstract

Waste sorting remains a significant challenge in environmental management, mainly because it is still performed manually, which may lead to misclassification of waste types. To address this issue, this study develops a waste classification system based on deep learning by utilizing Computer vision technology. The system is designed to classify five types of waste, namely plastic, glass, metal, paper, and organic waste, based on images uploaded by users. The proposed method includes dataset collection from Kaggle and Google Images, data Preprocessing, model design using the EfficientNet-B0 architecture with a transfer learning approach, and model training until the final model is saved in the .keras format. The system is then implemented into a web-based application using the Flask framework and deployed through Railway cloud computing services to enable online accessibility. The experimental results show that the system is able to classify waste images automatically with good performance and can be accessed flexibly across different devices. This system is expected to improve the efficiency and effectiveness of waste sorting in real-world applications.
Co-Authors A, Muhammad Ichsanudin Abdul Burhanudin Ade Andri Hendriadi Adhi Rizal Adhwa Pranaja Widyadana Aditya Bayu Prasetio Aditya Bayu Prasetio Aditya Rizky Darmawan Agung Agung Agung Susilo Yuda Irawan Agung Susilo Yuda Irawan Ahmad Zacky Taufiqul Hakim Al Farizi, Sultan Tira Al Haudy Rizky, Mohamad Aldi Angga Putra Alif Muhammad Akmal Alif Ramadhan, Jadid Andhika, Maulana Hafidz Annisa Aulia Yulianti Annisa Aulia Yulianti Annisa Nurjanah Annisa Siti Habibah Apriade Voutama Apriade Voutama Aries Suharso Asep Jamaluddin Asep Jamaludin Asep Jamaludin Azhari Ali Ridha Bagja Nugraha Basthanda, Fahrevi Dwiputra Chaerur Rozikin Chaerur Rozikin Dadang Yusup Darajat, Wahyu Darmawan, Aditya Rizky Desviana, Alyssa Dian Widyarini, Ratna Diandara Tresya Haniva Didi Juardi Didi Juardi E Haodudin Nurkifli Eko Haryadi Elhaq, Moch Khaidar Faiz Ferdiansyah Farhan Ali Abidin Febry Purnomo Aji Fildzah Zia Ghassani Firyal Khoirunnisa Zulfa Galih Nasrullah, Muhammad Gareth Muammar Dysa Garno Garno Garno Garno garno, Garno Garno, Garno Hadrianto, Edwin Hafizh Hasan Alauddin Rabbani Hafizh Ridwan, Muhammad Haikal Syauqi Rabbani Hananto, Agustia Heri Wiranto Heryana, Nono Ibrahim, Agus Indra, Jamaludin Iqbal Maulana Irawan, Agung Susilo Yuda Irwanto IRWANTO Jamaluddin, Asep Jamaludin, Asep Jaman, Jajam Haerul Juardi, Didi Julifer P Manurung Juwanda Juwanda Kamal Prihandani Kamal Prihandani Mahardika, Naufaldi Malik Syafi'i Maulana Hafidz Andhika Maulana, Muhammad Adrian Mayasari, Rini Muhammad Adrian Maulana Muhammad Andhika Usrahmawan Muhammad Rafi Ilyasa K Muliani, Rena Mulyana, Muhammad Rizky Nelly Martini Nugraha, Ramdan Nurul Fitriyani Az-zahra, Anggi Priyatna, Bayu Purwantoro Purwantoro Purwantoro Purwantoro Putri Fisichella Chasannove Rabbani, Hafizh Hasan Alauddin Ramadhan Dwi Putra Ramadhan, Fajar Kurnia Ramadhan, Ryan Ramadhani, Aura Zahra Reza Ekstanza Rieke Retnosary Rini Mayasari Rini Mayasari Rizal, Adhi Robby Faishal Bari Roma Ulina Rozikin, Chaerur Ryan Ramadhan Saputro, Raihan Akbar Satria Adi Nugroho Shafa Aulia Nadhira Shofa Shofia Hilabi Sulaeman, Syams Sultan Tira Al Farizi Susilo Yuda Irawan, Agung Susilo Yuda Irawan, Agung Syahri Susanto Syams Sulaeman Syifa Fauziyah, Syifa Tesa Nur Padilah Topan Trianto Triana, Heru Vania Ardelia Zahra Wisnu Yogi Pamungkas Yuazijah, Afiva Yulyana, Eka Yuyun Umaidah Zahra, Vanissa Fatimatul