ソフトウェア定義ネットワーキング (SDN) とは何ですか? https://www.youtube.com/watch?v=Z5Gi2Bpd82M 315812, 2659, 20170717, 2:37
SDN series: Revolutionizing Efficiency: Exploring Automation Origination Points" https://www.youtube.com/watch?v=HAN6CFy2bak&list=PLJqb_j53o7BiqhIb27mXPya5D3Gfc3eh6, 12000, 103, 2021, 8:20
【#99 CCNA CCNP ネットワークスペシャリスト対策】SDNとOpenFlowってなんだ？ https://www.youtube.com/watch?v=DUD2JQCtY2w, 11000, 184, 2020, 8:17,
Software Defined Networking - CompTIA Network+ N10-009 - 1.8 https://www.youtube.com/watch?v=A6tPNGEfOzc 4917, 120, 202408, 6:55
ソフトウェア デファインド ネットワーク (SDN) - 60 秒未満 https://www.youtube.com/watch?v=SQhrKu1aN2g 35000, 271, 1017, 0:58
Software-Defined Networking (SDN) Demystified https://www.youtube.com/watch?v=lVcUZCVvBjw 5702, 141, 2023, 56:47
SDN - ソフトウェア デファインド ネットワーク - ネットワークの未来 https://www.youtube.com/watch?v=xkRxL6NM9uk 1322, 27, 2021, 6:37
ソフトウェア デファインド ネットワーク | SDN https://www.youtube.com/watch?v=lfqQhRkL4Vo 40000, 606, 2021, 5:21
What is Software-Defined Networking (SDN)? https://www.youtube.com/watch?v=LapC3aDUPn0 19000, 272, 2023, 11:30
----SDN
arXiv:2408.17356 [pdf, other] cs.LG cs.AI cs.CR
doi
10.1109/C-CODE58145.2023.10139892
C-RADAR: A Centralized Deep Learning System for Intrusion Detection in Software Defined Networks
Authors: Osama Mustafa, Khizer Ali, Talha Naqash
Abstract: The popularity of Software Defined Networks (SDNs) has grown in recent years, mainly because of their ability to simplify network management and improve network flexibility. However, this also makes them vulnerable to various types of cyber attacks. SDNs work on a centralized con… ▽ More
Submitted 30 August, 2024; originally announced August 2024.
arXiv:2408.16940 [pdf, other] cs.CR cs.NI
Manipulating OpenFlow Link Discovery Packet Forwarding for Topology Poisoning
Authors: Mingming Chen, Thomas La Porta, Teryl Taylor, Frederico Araujo, Trent Jaeger
Abstract: Software-defined networking (SDN) is a centralized, dynamic, and programmable network management technology that enables flexible traffic control and scalability. SDN facilitates network administration through a centralized view of the underlying physical topology; tampering with… ▽ More
Submitted 29 August, 2024; originally announced August 2024.
Comments: 17 pages, 12 figures, CCS 2024
MSC Class: C.2.1
arXiv:2408.11486 [pdf, other] cs.CR cs.NI
doi
10.1007/978-3-031-68165-3_4
Security Evaluation in Software-Defined Networks
Authors: Igor Ivkić, Dominik Thiede, Nicholas Race, Matthew Broadbent, Antonios Gouglidis
Abstract: …DCs, with their network topology and proliferation of network endpoints, are struggling to meet the flexible, centrally managed requirements of cloud computing applications. Software-Defined Networks (SDN) promise to offer a solution to these growing networking requirements by se… ▽ More
Submitted 21 August, 2024; originally announced August 2024.
Comments: pp. 66-91
Report number: Cloud Computing and Services Science (CLOSER 2023, Springer)
Journal ref: Cham: Springer Nature Switzerland.2023
arXiv:2408.09497 [pdf, other] cs.NI
Measurement-based Resource Allocation and Control in Data Centers: A Survey
Authors: Diana Andreea Popescu
Abstract: …centers, which are pivotal for measurement-based allocation and control. We study and compare network monitoring in data centers, giving an overview on their evolution from Software-Defined Networking (SDN) to programmable dataplanes-based. The network monitoring information can… ▽ More
Submitted 23 August, 2024; v1 submitted 18 August, 2024; originally announced August 2024.
arXiv:2408.08034 [pdf, other] cs.NI
Centralized Network Utility Maximization with Accelerated Gradient Method
Authors: Ying Tian, Zhiliang Wang, Xia Yin, Xingang Shi, Jiahai Yang, Han Zhang
Abstract: …and resource allocation. Because of the inherent decentralization and complexity of networks, most researches develop decentralized NUM algorithms. In recent years, the Software Defined Networking (SDN) architecture has been widely used, especially in cloud networks and inter-dat… ▽ More
Submitted 15 August, 2024; v1 submitted 15 August, 2024; originally announced August 2024.
Journal ref: 2022 IEEE 30th International Conference on Network Protocols (ICNP), pp. 1-11
arXiv:2408.04390 [pdf, other] cs.NI
TupleChain: Fast Lookup of OpenFlow Table with Multifaceted Scalability
Authors: Yanbiao Li, Neng Ren, Xin Wang, Yuxuan Chen, Xinyi Zhang, Lingbo Guo, Gaogang Xie
Abstract: OpenFlow switches are fundamental components of software defined networking, where the key operation is to look up flow tables to determine which flow an incoming packet belongs to. This needs to address the same multi-field rule-matching problem as legacy packet classification,… ▽ More
Submitted 8 August, 2024; originally announced August 2024.
Comments: 10 pages, 17 figures, submitted to TON
arXiv:2408.03758 [pdf, other] cs.CR cs.NI
MTDSense: AI-Based Fingerprinting of Moving Target Defense Techniques in Software-Defined Networking
Authors: Tina Moghaddam, Guowei Yang, Chandra Thapa, Seyit Camtepe, Dan Dongseong Kim
Abstract: …into the network by the MTD. We present an extensive experimental evaluation by creating, to our knowledge, the first dataset of the operation of an IP-shuffling MTD in a software-defined network. Our work reveals that despite previous results showing the effectiveness of MTD as… ▽ More
Submitted 7 August, 2024; originally announced August 2024.
Comments: 12 pages, 12 figures, 3 tables
arXiv:2408.01303 [pdf, other] cs.CR cs.NI cs.SE
A Systematic Mapping Study on SDN Controllers for Enhancing Security in IoT Networks
Authors: Charles Oredola, Adnan Ashraf
Abstract: …threats have evolved and become dynamically sophisticated, such that they could exploit any vulnerability found in IoT networks. However, with the introduction of the Software Defined Network (SDN) in the IoT networks as the central monitoring unit, IoT networks are less vulnerab… ▽ More
Submitted 2 August, 2024; originally announced August 2024.
Comments: Accepted for publication at 50th Euromicro Conference on Software Engineering and Advanced Applications (SEAA) 2024
arXiv:2407.05901 [pdf, other] cs.NI
Intelligent Routing as a Service (iRaaS)
Authors: Saptarshi Ghosh, Konstantinos Antonakoglou, Ioannis Mavromatis, Kostas Katsaros
Abstract: …networking technologies have shown a prominent maturity while coping with the rising complexity and scale of enterprise, service provider, and data centre networks. The Software-Defined Networking paradigm has recently offered Model Driven Programmability, minimizing network mana… ▽ More
Submitted 8 July, 2024; originally announced July 2024.
arXiv:2406.12594 [pdf, other] cs.NI
On optimizing Inband Telemetry systems for accurate latency-based service deployments
Authors: Nataliia Koneva, Alfonso Sánchez-Macián, José Alberto Hernández, Óscar González de Dios
Abstract: The power of Machine Learning and Artificial Intelligence algorithms based on collected datasets, along with the programmability and flexibility provided by Software Defined Networking can provide the building blocks for constructing the so-called Zero-Touch Network and Service M… ▽ More
Submitted 21 June, 2024; v1 submitted 18 June, 2024; originally announced June 2024.
Journal ref: The 28th International Conference on Optical Network Design and Modelling (ONDM 2024)
arXiv:2406.12556 [pdf, other] cs.NI
Towards Deep Application-Network Integration: Architectures, Progress and Opportunities
Authors: Berta Serracanta, Kai Gao, Jordi Ros-Giralt, Alberto Rodriguez-Natal, Luis M. Contreras, Richard Yang, Albert Cabellos
Abstract: …the paradigm shift in modern communication services towards computing-driven applications, such as on-site AI training, advances in programmable network technologies like Software Defined Networking (SDN), and new business models incentivizing collaboration and cooperation betwee… ▽ More
Submitted 18 June, 2024; originally announced June 2024.
arXiv:2406.12003 [pdf, other] cs.CR
P3GNN: A Privacy-Preserving Provenance Graph-Based Model for APT Detection in Software Defined Networking
Authors: Hedyeh Nazari, Abbas Yazdinejad, Ali Dehghantanha, Fattane Zarrinkalam, Gautam Srivastava
Abstract: Software Defined Networking (SDN) has brought significant advancements in network management and programmability. However, this evolution has also heightened vulnerability to Advanced Persistent Threats (APTs), sophisticated and stealthy cyberattacks that traditional detection me… ▽ More
Submitted 8 July, 2024; v1 submitted 17 June, 2024; originally announced June 2024.
arXiv:2406.06099 [pdf, other] cs.CR cs.LG cs.NI
Sequential Binary Classification for Intrusion Detection in Software Defined Networks
Authors: Ishan Chokshi, Shrihari Vasudevan, Nachiappan Sundaram, Raaghul Ranganathan
Abstract: Software-Defined Networks (SDN) are the standard architecture for network deployment. Intrusion Detection Systems (IDS) are a pivotal part of this technology as networks become more vulnerable to new and sophisticated attacks. Machine Learning (ML)-based IDS are increasingly seen… ▽ More
Submitted 10 June, 2024; originally announced June 2024.
arXiv:2406.05528 [pdf] cs.NI
doi
10.1109/WINCOM59760.2023.10322960
Routing Algorithm for Software Defined Network Based on Boxcovering Algorithm
Authors: Dana Turlykozhayeva, Sayat Akhtanov, Nurzhan Ussipov, Almat Akhmetali, Aslan Bolysbay, Yerkin Shabdan
Abstract: …In complex networks, the amount of computation increases as the number of nodes increases which reduces routing performance. In this paper, we propose a routing algorithm for software-defined networking (SDN) based on a box-covering (BC) algorithm. It is known that using the BC… ▽ More
Submitted 8 June, 2024; originally announced June 2024.
Comments: 2023 10th International Conference on Wireless Networks and Mobile Communications (WINCOM)
arXiv:2405.16292 [pdf, other] cs.NI
A Simulation Study of Source Routing for Load Balancing in Software-Defined Satellite Networks
Authors: F. Bergamini
Abstract: …the routing process of such networks. Many solutions have been proposed in the literature since the 1990s, and in recent years, the development of modern technologies such as Software Defined Networking (SDN) led to new possible approaches to the routing of satellite network. In… ▽ More
Submitted 25 May, 2024; originally announced May 2024.
arXiv:2405.05017 [pdf, other] cs.SE
6G Software Engineering: A Systematic Mapping Study
Authors: Ruoyu Su, Xiaozhou Li, Davide Taibi
Abstract: …Results show that 18 research papers have been proposed in software process, software architecture, orchestration and offloading methods. Of these, software architecture and software-defined networks are respectively areas and topics that have received the most attention in 6G S… ▽ More
Submitted 8 May, 2024; originally announced May 2024.
arXiv:2404.17944 [pdf] cs.DC
Mobile Edge Computing
Authors: Sohaib Ahmed, Hassan Khalid, Muhammad Hamza, Danyal Farhat
Abstract: …between MEC and traditional cloud computing, emphasizing architecture, data flow, and resource allocation. Key technologies like Network Function Virtualization (NFV) and Software-Defined Networking (SDN) are discussed for their role in achieving scalability and flexibility. Addi… ▽ More
Submitted 27 April, 2024; originally announced April 2024.
Comments: 13 pages, 5 figures
arXiv:2404.13654 [pdf, other] cs.MA
Multi-AUV Cooperative Underwater Multi-Target Tracking Based on Dynamic-Switching-enabled Multi-Agent Reinforcement Learning
Authors: Shengbo Wang, Chuan Lin, Guangjie Han, Shengchao Zhu, Zhixian Li, Zhenyu Wang
Abstract: …process.Then, we regard the AUV swarm as a underwater ad-hoc network and propose a novel Multi-Agent Reinforcement Learning (MARL) architecture towards the AUV swarm based on Software-Defined Networking (SDN).It enhances the flexibility and scalability of the AUV swarm through ce… ▽ More
Submitted 22 April, 2024; v1 submitted 21 April, 2024; originally announced April 2024.
arXiv:2404.03284 [pdf] cs.NI
doi
10.4314/njt.v43i1.11
Maximizing network capacity, control and management in designing a Telemedicine network: a review and recent challenges
Authors: B. O. Sadiq, O. S. Zakariyya, M. D. Buhari, A. N. Shuaibu
Abstract: …monitoring, management, and control framework during the previous decades. The evolution of network capacity, control, and management for Unmanned Aerial Vehicle (UAV) & Software-… ▽ More
Submitted 4 April, 2024; originally announced April 2024.
arXiv:2404.01523 [pdf, other] cs.NI cs.DC cs.PF eess.SY
Proactive Service Assurance in 5G and B5G Networks: A Closed-Loop Algorithm for End-to-End Network Slicing
Authors: Nguyen Phuc Tran, Oscar Delgado, Brigitte Jaumard
Abstract: …heavily on network slicing, which creates multiple virtual networks on a shared physical infrastructure, tailored to meet specific requirements of distinct applications, using Software Defined Networking (SDN) and Network Function Virtualization (NFV). It is imperative to ensure… ▽ More
Submitted 24 June, 2024; v1 submitted 1 April, 2024; originally announced April 2024.
Comments: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible
arXiv:2404.01109 [pdf, other] cs.CR cs.AI
An incremental hybrid adaptive network-based IDS in Software Defined Networks to detect stealth attacks
Authors: Abdullah H Alqahtani
Abstract: …of attackers. Advanced Persistent Threats (APTs) are a type of attack that implement a wide range of strategies to evade detection and be under the defence radar. Software Defined Network (SDN) is a network paradigm that implements dynamic configuration by separating the control… ▽ More
Submitted 1 April, 2024; originally announced April 2024.
arXiv:2403.19731 [pdf] cs.NI
doi
10.3390/s20185054
Quarantining Malicious IoT Devices in Intelligent Sliced Mobile Networks
Authors: David Candal-Ventureira, Pablo Fondo-Ferreiro, Felipe Gil-Castiñeira, Francisco Javier González-Castaño
Abstract: …Thus, including network-level mechanisms for preventing attacks from malware-infected IoT devices is mandatory to avert further damage. In this paper, we propose a novel Software-Defined Networking (SDN)-based architecture to identify suspicious nodes in 4G or 5G networks and re… ▽ More
Submitted 28 March, 2024; originally announced March 2024.
Comments: Article published in Sensors
Journal ref: Sensors, vol. 20, no 18, p. 5054, 2020
arXiv:2403.19730 [pdf] cs.NI
doi
10.3390/s21227744
Latency Reduction in Vehicular Sensing Applications by Dynamic 5G User Plane Function Allocation with Session Continuity
Authors: Pablo Fondo-Ferreiro, David Candal-Ventureira, Francisco Javier González-Castaño, Felipe Gil-Castiñeira
Abstract: …deploys User Plane Functions (UPFs) dynamically at the edge to minimize the number of network hops between the vehicles and them. The proposed framework relies on a practical Software-Defined-Networking (SDN)-based mechanism that allows seamless re-assignment of vehicles to UPFs… ▽ More
Submitted 28 March, 2024; originally announced March 2024.
Comments: Article published in Sensors journal
Journal ref: Sensors, vol. 21, no 22, p. 7744, 2021
arXiv:2403.19353 [pdf] cs.NI
doi
10.1109/ACCESS.2022.3152197
A Software-Defined Networking Solution for Interconnecting Network Functions in Service-Based Architectures
Authors: Pablo Fondo-Ferreiro, Felipe Gil-Castiñeira, Francisco Javier González-Castaño, David Candal-Ventureira
Abstract: …context, 3GPP Release 16 defines the service communication proxy (SCP) as a unified communication interface for a set of network functions. In this paper, we propose a novel software-defined networking (SDN)-based solution with the same role for a service mesh architecture where… ▽ More
Submitted 28 March, 2024; originally announced March 2024.
Comments: Article published in IEEE Access
Journal ref: IEEE Access, vol. 10, pp. 19905-19916, 2022
arXiv:2403.18745 [pdf, other] cs.NI
doi
10.1109/TNSM.2019.2925506
Fast Decision Algorithms for Efficient Access Point Assignment in SDN-Controlled Wireless Access Networks
Authors: Pablo Fondo-Ferreiro, Saber Mhiri, Cristina López-Bravo, Francisco Javier González-Castaño, Felipe Gil-Castiñeira
Abstract: …to user terminals requires efficient monitoring of user behavior, fast decision algorithms, efficient control signaling, and fast AP reassignment mechanisms. In this scenario, software defined networking (SDN) technology may be suitable for network monitoring, signaling, and cont… ▽ More
Submitted 27 March, 2024; originally announced March 2024.
Comments: Accepted version of the article published in IEEE Transactions on Network and Service Management
Journal ref: IEEE Transactions on Network and Service Management, vol. 16, no. 3, pp. 1059-1070, September 2019
arXiv:2403.15975 [pdf, other] cs.NI
Prioritized Multi-Tenant Traffic Engineering for Dynamic QoS Provisioning in Autonomous SDN-OpenFlow Edge Networks
Authors: Mohammad Sajid Shahriar, Faisal Ahmed, Genshe Chen, Khanh D. Pham, Suresh Subramaniam, Motoharu Matsuura, Hiroshi Hasegawa, Shih-Chun Lin
Abstract: …utilize complex functions baked into closed, proprietary infrastructures, largely limiting design flexibility, scalability, and adaptiveness. Hence, this study introduces a software-defined networking (SDN)-based dynamic QoS provisioning scheme that prioritizes multi-tenant netwo… ▽ More
Submitted 23 March, 2024; originally announced March 2024.
arXiv:2403.08775 [pdf, other] cs.NI cs.AI
Constrained Reinforcement Learning for Adaptive Controller Synchronization in Distributed SDN
Authors: Ioannis Panitsas, Akrit Mudvari, Leandros Tassiulas
Abstract: In software-defined networking (SDN), the implementation of distributed SDN controllers, with each controller responsible for managing a specific sub-network or domain, plays a critical role in achieving a balance between centralized control, scalability, reliability, and network… ▽ More
Submitted 21 January, 2024; originally announced March 2024.
arXiv:2403.02172 [pdf] cs.CR
Mirage: Defense against CrossPath Attacks in Software Defined Networks
Authors: Shariq Murtuza, Krishna Asawa
Abstract: The Software-Defined Networks (SDNs) face persistent threats from various adversaries that attack them using different methods to mount Denial of Service attacks. These attackers have different motives and follow diverse tactics to achieve their nefarious objectives. In this work… ▽ More
Submitted 4 March, 2024; originally announced March 2024.
arXiv:2403.01878 [pdf, other] cs.CR cs.NI
I DPID It My Way! A Covert Timing Channel in Software-Defined Networks
Authors: Robert Krösche, Kashyap Thimmaraju, Liron Schiff, Stefan Schmid
Abstract: Software-… ▽ More
Submitted 4 March, 2024; originally announced March 2024.
Journal ref: IFIP Networking 2018
arXiv:2403.01871 [pdf, other] cs.CR
Penetration Testing of 5G Core Network Web Technologies
Authors: Filippo Giambartolomei, Marc Barceló, Alessandro Brighente, Aitor Urbieta, Mauro Conti
Abstract: …Fifth Generation (5G) of mobile networks dynamically allocate resources to different types of users in an on-demand fashion. Virtualization extends up to the 5G core, where software-defined networks and network slicing implement a customizable environment. These technologies can… ▽ More
Submitted 4 March, 2024; originally announced March 2024.
arXiv:2403.01780 [pdf, other] cs.NI cs.DC
Graph neural network for in-network placement of real-time metaverse tasks in next-generation network
Authors: Sulaiman Muhammad Rashid, Ibrahim Aliyu, Il-Kwon Jeong, Tai-Won Um, Jinsul Kim
Abstract: …in next-generation networks. The metaverse, envisioned as a parallel virtual world, requires seamless real-time experiences across diverse applications. The study introduces a software-defined networking (SDN)-based architecture and employs graph neural network (GNN) techniques f… ▽ More
Submitted 4 March, 2024; originally announced March 2024.
arXiv:2403.01253 [pdf] eess.SY
Strategic SDN-based Microgrid Formation for Managing Communication Failures in Distribution System Restoration
Authors: Jian Zhong, Chen Chen, Zhaohong Bie, Mohammad Shahidehpour
Abstract: …communication network restoration is critical for speedy load recovery through DS automation based microgrid formation. This paper exploits the data routing capabilities of software-defined networking (SDN) to enhance centralized control recovery in DS communication networks, in… ▽ More
Submitted 2 March, 2024; originally announced March 2024.
arXiv:2403.01180 [pdf, other] cs.NI
doi
10.1016/j.comnet.2024.110455
Misconfiguration in O-RAN: Analysis of the impact of AI/ML
Authors: Noe Yungaicela-Naula, Vishal Sharma, Sandra Scott-Hayward
Abstract: …increased flexibility through the disaggregation of Radio Access Network (RAN) components, supports programmability, flexibility, and scalability with technologies such as Software-Defined Networking (SDN), Network Function Virtualization (NFV), and cloud, and brings automation… ▽ More
Submitted 26 April, 2024; v1 submitted 2 March, 2024; originally announced March 2024.
arXiv:2403.01009 [pdf, other] cs.NI eess.SP
doi
10.1016/j.comnet.2024.110579
Design and Performance Evaluation of SEANet, a Software-defined Networking Platform for the Internet of Underwater Things
Authors: Deniz Unal, Sara Falleni, Kerem Enhos, Emrecan Demirors, Stefano Basagni, Tommaso Melodia
Abstract: This paper presents the design and performance evaluation of the SEANet platform, a software-defined acoustic modem designed for enhancing underwater networking and Internet of Underwater Things (IoUT) applications. Addressing the limitations of traditional acoustic modems, which suffer from low data rates and rigid architectures, SEANet introduces a versatile, adaptive framework capable of reconf… ▽ More
Submitted 16 May, 2024; v1 submitted 1 March, 2024; originally announced March 2024.
Comments: 14 pages, 18 figures
Journal ref: Computer Networks 250 (2024)
arXiv:2402.07950 [pdf, other] cs.CR cs.CL
Sentinels of the Stream: Unleashing Large Language Models for Dynamic Packet Classification in Software Defined Networks -- Position Paper
Authors: Shariq Murtuza
Abstract: With the release of OpenAI's ChatGPT, the field of large language models (LLM) saw an increase of academic interest in GPT based chat assistants. In the next few months multiple accesible large language models were released that included Meta's LLama models and Mistral AI's Mistral and Mixtral MoE models. These models are available openly for a wide array of purposes with a wide spectrum of licens… ▽ More
Submitted 9 February, 2024; originally announced February 2024.
arXiv:2402.07714 [pdf] cs.CR
doi
10.1016/j.swevo.2017.07.002
Adaptive Artificial Immune Networks for Mitigating DoS flooding Attacks
Authors: Jorge Maestre Vidal, Ana Lucila Sandoval Orozco, Luis Javier García Villalba
Abstract: …improvements in occultation of fingerprints. On the other hand, progress towards self-organizing networks, and the different techniques involved in their development, such as software-defined networking, network-function virtualization, artificial intelligence or cloud computing,… ▽ More
Submitted 12 February, 2024; originally announced February 2024.
Journal ref: J. Maestre Vidal, A. L. Sandoval Orozco, L. J. García Villalba: Adaptive Artificial Immune Networks for Mitigating DoS Flooding Attacks. Swarm and Evolutionary Computation. Vol. 38, pp. 3894-108, February 2018
arXiv:2402.06516 [pdf] cs.CR cs.NI
doi
10.1109/JSAC.2019.2894307
HoneyDOC: An Efficient Honeypot Architecture Enabling All-Round Design
Authors: Wenjun Fan, Zhihui Du, Max Smith-Creasey, David Fernández
Abstract: …Our HoneyDOC architecture clearly identifies three essential independent and collaborative modules, Decoy, Captor and Orchestrator. Based on the efficient architecture, a Software-Defined Networking (SDN) enabled honeypot system is designed, which supplies high programmability f… ▽ More
Submitted 9 February, 2024; originally announced February 2024.
Comments: None
ACM Class: C.2.0; C.2.1
Journal ref: W. Fan, Z. Du, M. Smith-Creasey, D. Fernández, "HoneyDOC: An Efficient Honeypot Architecture Enabling All-Round Design", IEEE Journal on Selected Areas in Communications, vol. 37, issue 3, March 2019
arXiv:2402.05943 [pdf] cs.LG cs.AI cs.NI
A hybrid IndRNNLSTM approach for real-time anomaly detection in software-defined networks
Authors: Sajjad Salem, Salman Asoudeh
Abstract: Anomaly detection in SDN using data flow prediction is a difficult task. This problem is included in the category of time series and regression problems. Machine learning approaches are challenging in this field due to the manual selection of features. On the other hand, deep learning approaches have important features due to the automatic selection of features. Meanwhile, RNN-based approaches hav… ▽ More
Submitted 2 February, 2024; originally announced February 2024.
arXiv:2402.05270 [pdf, other] cs.NI
doi
10.1016/j.comnet.2024.110215
Review and Analysis of Recent Advances in Intelligent Network Softwarization for the Internet of Things
Authors: Mohamed Ali Zormati, Hicham Lakhlef, Sofiane Ouni
Abstract: …is the latest network paradigm that transforms traditional network processes to the separation of hardware and software by using some enabling network technologies such as Software Defined Networking (SDN) and Network Function Virtualization (NFV). Machine Learning (ML) plays an… ▽ More
Submitted 7 February, 2024; originally announced February 2024.
Journal ref: Computer Networks, Volume 241, 2024, 110215, ISSN 1389-1286
arXiv:2402.05259 [pdf, other] cs.NI
doi
10.1109/MASS58611.2023.00082
Enabling Architecture for Distributed Intelligent Network Softwarization for the Internet of Things
Authors: Mohamed Ali Zormati, Hicham Lakhlef
Abstract: …The huge number of interconnected heterogeneous IoT devices poses immense challenges, and network softwarization techniques are an adequate solution to these concerns. Software Defined Networking (SDN) and Network Function Virtualization (NFV) are two key softwarization techniqu… ▽ More
Submitted 7 February, 2024; originally announced February 2024.
Journal ref: 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS), Toronto, ON, Canada, 2023, pp. 608-609
arXiv:2402.05255 [pdf, ps, other] cs.NI
doi
10.23919/SoftCOM58365.2023.10271664
An Overview of Machine Learning-Enabled Network Softwarization for the Internet of Things
Authors: Mohamed Ali Zormati, Hicham Lakhlef
Abstract: …address these issues as it has emerged as a paradigm that enhances traditional networking by decoupling hardware from software and leveraging enabling technologies such as Software Defined Networking (SDN) and Network Function Virtualization (NFV). In networking, Machine Learning… ▽ More
Submitted 7 February, 2024; originally announced February 2024.
Journal ref: 2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM), Split, Croatia, 2023, pp. 1-6
arXiv:2402.04515 [pdf, other] cs.NI cs.AI
A Deep Reinforcement Learning Approach for Adaptive Traffic Routing in Next-gen Networks
Authors: Akshita Abrol, Purnima Murali Mohan, Tram Truong-Huu
Abstract: Next-gen networks require significant evolution of management to enable automation and adaptively adjust network configuration based on traffic dynamics. The advent of software-defined networking (SDN) and programmable switches enables flexibility and programmability. However, tr… ▽ More
Submitted 6 February, 2024; originally announced February 2024.
Comments: Accepted for publication in the Proceedings of the IEEE International Conference on Communications (IEEE ICC 2024)
arXiv:2402.00870 [pdf, other] cs.NI cs.CV
Prioritising Interactive Flows in Data Center Networks With Central Control
Authors: Mohana Prasad Sathya Moorthy
Abstract: …till 12 cores and supports about 1024 nodes and 7.1 Terabits's of network traffic. In the second part of the thesis, we deal with the problem of congestion control in a software defined network. We propose a framework, where the controller with its global view of the networ… ▽ More
Submitted 27 October, 2023; originally announced February 2024.
Comments: Bachelor's thesis
arXiv:2401.16341 [pdf, other] cs.NI
doi
10.1016/j.comnet.2022.109512
S-HIDRA: A blockchain and SDN domain-based architecture to orchestrate fog computing environments
Authors: carlos Núñez-Gómez, Carmen Carrión, Blanca Caminero, Francisco M. Delicado
Abstract: …redistributing the services among them. Thus, there is also a need to dynamically support the network connections to those services independently of their location. Software Defined Networking (SDN) can be integrated within the orchestrator to carry out a seamless service managem… ▽ More
Submitted 29 January, 2024; originally announced January 2024.
arXiv:2401.09358 [pdf] cs.NI
Detection of Distributed Denial of Service Attacks Carried Out by Botnets in Software-Defined Networks
Authors: Jaime Tamayo, Lorena Isabel Barona López, Ángel Leonardo Valdivieso Caraguay
Abstract: …to the emergence of new online services, causing periodic saturation and complexity problems. Additionally, the growing number of IoT devices further compounds the problem. Software Defined Network (SDN) is a new architecture which offers innovative advantages that help to reduce… ▽ More
Submitted 17 January, 2024; originally announced January 2024.
arXiv:2401.09284 [pdf, other] cs.NI
A Fast Control Plane for a Large-Scale and High-Speed Optical Circuit Switch System
Authors: Ryousei Takano, Kiyo Ishii, Toshiyuki Shimizu, Fumihiro Okazaki, Shu Namiki, Ken-ichi Sato
Abstract: We experimentally verify a fast control plane with 100 microseconds of configuration time that can support more than 1000 racks, leveraged by a software-defined network controller and an industrial real-time Ethernet standard EtherCAT.
Submitted 17 January, 2024; originally announced January 2024.
Comments: 5 pages, 4 figures
arXiv:2401.01589 [pdf, other] cs.CR
The Security and Privacy of Mobile Edge Computing: An Artificial Intelligence Perspective
Authors: Cheng Wang, Zenghui Yuan, Pan Zhou, Zichuan Xu, Ruixuan Li, Dapeng Oliver Wu
Abstract: …from the perspective of AI. On the one hand, we use European Telecommunications Standards Institute (ETSI) MEC reference architecture as our based framework while merging the Software Defined Network (SDN) and Network Function Virtualization (NFV) to better illustrate a serviceab… ▽ More
Submitted 3 January, 2024; originally announced January 2024.
Comments: Accepted at IEEE IoTJ
arXiv:2401.00468 [pdf, other] cs.CR cs.NI
Blockchain and Deep Learning-Based IDS for Securing SDN-Enabled Industrial IoT Environments
Authors: Samira Kamali Poorazad, Chafika Benzaıd, Tarik Taleb
Abstract: …(IoT) technologies into industrial settings. However, given the high sensitivity of the industry to the security of industrial control system networks and IIoT, the use of software-defined networking (SDN) technology can provide improved security and automation of communication p… ▽ More
Submitted 31 December, 2023; originally announced January 2024.
arXiv:2312.13662 [pdf, other] cs.NI
DENIS-SDN: Software-Defined Network Slicing Solution for Dense and Ultra-Dense IoT Networks
Authors: Tryfon Theodorou, Lefteris Mamatas
Abstract: …Networks protocols used in Internet of Things Networks (IoTNs) today face challenges in high- and ultra-density network topology conditions. New networking paradigms like Software-Defined Networks (SDN) have emerged as an up-and-coming approach to address IoT application requirem… ▽ More
Submitted 21 December, 2023; originally announced December 2023.
arXiv:2312.04418 [pdf, other] cs.NI eess.SY
MIST: An Efficient Approach for Software-Defined Multicast in Wireless Mesh Networks
Authors: Rupei Xu, Yuming Jiang, Jason P. Jue
Abstract: Multicasting is a vital information dissemination technique in Software-Defined Networking (SDN). With SDN, a multicast service can incorporate network functions implemented at different nodes, which is referred to as software-defined multicast. Emerging ubiquitous wireless netwo… ▽ More
Submitted 7 July, 2024; v1 submitted 7 December, 2023; originally announced December 2023.
-----sdv
arXiv:2408.06380 [pdf, other] cs.DC cs.NI
Runtime Verification Containers for Publish/Subscribe Networks
Authors: Ali Mehran, Dogan Ulus
Abstract: …enabling runtime verification of network behavior. We comprehensively benchmark the container-based approach using several experiments and a real-world case study from the software-defined vehicle domain. ▽ More
Submitted 9 August, 2024; originally announced August 2024.
arXiv:2408.02127 [pdf, other] cs.SE
Automatic Platform Configuration and Software Integration for Software-Defined Vehicles
Authors: Fengjunjie Pan, Jianjie Lin, Markus Rickert
Abstract: …leads to prolonged development cycles and provides limited flexibility. This paper introduces a novel approach to automate platform configuration and software integration for software-defined vehicles (SDVs), shifting these activities from the development phase to runtime. Our ap… ▽ More
Submitted 4 August, 2024; originally announced August 2024.
Comments: 7 pages, 6 figures, preprint
arXiv:2407.17287 [pdf, other] cs.DC cs.NI
Software Defined Vehicles for Development of Deterministic Services
Authors: Pedro Veloso Teixeira, Duarte Raposo, Rui Lopes, Susana Sargento
Abstract: …of development, with expectations of up to 1 (U.S.) billion lines of code for a fully (level 5) autonomous vehicle. Within this survey, the paradigm of Deterministic Software Defined Vehicles is explored towards increasing the quality and easiness of the development of services f… ▽ More
Submitted 24 July, 2024; originally announced July 2024.
ACM Class: C.2.1; C.2.4; C.0; D.2.1; D.2.11; J.7; K.6.4
arXiv:2407.02491 [pdf, other] cs.MA cs.NI
Enhancing Automotive User Experience with Dynamic Service Orchestration for Software Defined Vehicles
Authors: Pierre Laclau, Stéphane Bonnet, Bertrand Ducourthial, Xiaoting Li, Trista Lin
Abstract: With the increasing demand for dynamic behaviors in automotive use cases, Software Defined Vehicles (SDVs) have emerged as a promising solution by bringing dynamic onboard service management capabilities. While users may request a wide range of services during vehicle operation,… ▽ More
Submitted 18 March, 2024; originally announced July 2024.
Comments: Preprint for submission at IEEE Transactions on Intelligent Transportation Systems
arXiv:2406.00182 [pdf, other] cs.AR
Chiplets on Wheels: Review Paper on Holistic Chiplet Solutions for Autonomous Vehicles
Authors: Swathi Narashiman, Venkat A, Divyaratna Joshi, Deepak Sridhar, Harish Rajesh, Sanjay Sattva, Aniruddha S, Jayanth B, Varun Manjunath, Ragavendiran N
Abstract: …of the slow death of Moore's law, the silicon industry is moving towards a new era of chiplets. The automotive industry is experiencing a profound transformation towards software-defined vehicles, fueled by the surging demand for automotive compute chips, expected to reach 20… ▽ More
Submitted 31 May, 2024; originally announced June 2024.
arXiv:2404.12683 [pdf, other] cs.RO
A Containerized Microservice Architecture for a ROS 2 Autonomous Driving Software: An End-to-End Latency Evaluation
Authors: Tobias Betz, Long Wen, Fengjunjie Pan, Gemb Kaljavesi, Alexander Zuepke, Andrea Bastoni, Marco Caccamo, Alois Knoll, Johannes Betz
Abstract: The automotive industry is transitioning from traditional ECU-based systems to software-defined vehicles. A central role of this revolution is played by containers, lightweight virtualization technologies that enable the flexible consolidation of complex software applications on… ▽ More
Submitted 19 April, 2024; originally announced April 2024.
arXiv:2403.14460 [pdf, other] cs.SE cs.AI cs.CL
Towards Single-System Illusion in Software-Defined Vehicles -- Automated, AI-Powered Workflow
Authors: Krzysztof Lebioda, Viktor Vorobev, Nenad Petrovic, Fengjunjie Pan, Vahid Zolfaghari, Alois Knoll
Abstract: We propose a novel model- and feature-based approach to development of vehicle software systems, where the end architecture is not explicitly defined. Instead, it emerges from an iterative process of search and optimization given certain constraints, requirements and hardware architecture, while retaining the property of single-system illusion, where applications run in a logically uniform environ… ▽ More
Submitted 21 March, 2024; originally announced March 2024.
Report number: TUM-I24108 ACM Class: D.2.1; D.2.2; D.2.4; I.2.7; I.2.2; I.7.0
arXiv:2308.13215 [pdf, other] cs.NI
doi
10.1109/VTC2023-Spring57618.2023.10199920
Predictive Network Configuration with Hierarchical Spectral Clustering for Software Defined Vehicles
Authors: Pierre Laclau, Stéphane Bonnet, Bertrand Ducourthial, Xiaoting Li, Trista Lin
Abstract: The increasing connectivity and autonomy of vehicles has led to a growing need for dynamic and real-time adjustments to software and network configurations. Software Defined Vehicles (SDV) have emerged as a potential solution to adapt to changing user needs with continuous update… ▽ More
Submitted 25 August, 2023; originally announced August 2023.
Journal ref: 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Vehicular Technology Society, Jun 2023, Florence, Italy. pp.1-5
arXiv:2304.09110 [pdf, other] cs.SI cs.SE
IMoG -- a methodology for modeling future microelectronic innovations
Authors: Oliver Klemp, Bernd Westphal, Stefan Puch
Abstract: [Context and motivation] The automotive industry is currently undergoing a fundamental transformation towards software defined vehicles. The automotive market of the future demands a higher level of automation, electrification of the power train, and individually configurable com… ▽ More
Submitted 18 April, 2023; originally announced April 2023.
Comments: 15 pages, 7 figures
知人資料
' @kazuo_reve 私が効果を確認した「小川メソッド」
https://qiita.com/kazuo_reve/items/a3ea1d9171deeccc04da
' @kazuo_reve 新人の方によく展開している有益な情報
https://qiita.com/kazuo_reve/items/d1a3f0ee48e24bba38f1
' @kazuo_reve Vモデルについて勘違いしていたと思ったこと
https://qiita.com/kazuo_reve/items/46fddb094563bd9b2e1e
自己記事一覧
Qiitaで逆リンクを表示しなくなったような気がする。時々、スマフォで表示するとあらわっることがあり、完全に削除したのではなさそう。
４月以降、せっせとリンクリストを作り、統計を取って確率を説明しようとしている。
2025年２月末を目標にしている。
一覧の一覧( The directory of directories of mine.) Qiita(100)
https://qiita.com/kaizen_nagoya/items/7eb0e006543886138f39
仮説（0）一覧（目標100現在40）
https://qiita.com/kaizen_nagoya/items/f000506fe1837b3590df
Qiita(0)Qiita関連記事一覧（自分）
https://qiita.com/kaizen_nagoya/items/58db5fbf036b28e9dfa6
Error一覧 error(0)
https://qiita.com/kaizen_nagoya/items/48b6cbc8d68eae2c42b8
C++ Support(0)
https://qiita.com/kaizen_nagoya/items/8720d26f762369a80514
Coding(0) Rules, C, Secure, MISRA and so on
https://qiita.com/kaizen_nagoya/items/400725644a8a0e90fbb0
Ethernet 記事一覧 Ethernet(0)
https://qiita.com/kaizen_nagoya/items/88d35e99f74aefc98794
Wireshark 一覧 wireshark(0)、Ethernet(48)
https://qiita.com/kaizen_nagoya/items/fbed841f61875c4731d0
線網（Wi-Fi）空中線(antenna)(0) 記事一覧(118/300目標)
https://qiita.com/kaizen_nagoya/items/5e5464ac2b24bd4cd001
なぜdockerで機械学習するか 書籍・ソース一覧作成中 (目標100)
https://qiita.com/kaizen_nagoya/items/ddd12477544bf5ba85e2
プログラムちょい替え（0）一覧:4件
https://qiita.com/kaizen_nagoya/items/296d87ef4bfd516bc394
言語処理100本ノックをdockerで。python覚えるのに最適。:10+12
https://qiita.com/kaizen_nagoya/items/7e7eb7c543e0c18438c4
Python(0)記事をまとめたい。
https://qiita.com/kaizen_nagoya/items/088c57d70ab6904ebb53
安全（0）安全工学シンポジウムに向けて: 21
https://qiita.com/kaizen_nagoya/items/c5d78f3def8195cb2409
プログラマによる、プログラマのための、統計(0)と確率のプログラミングとその後
https://qiita.com/kaizen_nagoya/items/6e9897eb641268766909
転職(0)一覧
https://qiita.com/kaizen_nagoya/items/f77520d378d33451d6fe
技術士(0)一覧
https://qiita.com/kaizen_nagoya/items/ce4ccf4eb9c5600b89ea
Reserchmap(0) 一覧
https://qiita.com/kaizen_nagoya/items/506c79e562f406c4257e
物理記事 上位100
https://qiita.com/kaizen_nagoya/items/66e90fe31fbe3facc6ff
量子(0) 計算機, 量子力学
https://qiita.com/kaizen_nagoya/items/1cd954cb0eed92879fd4
数学関連記事１００
https://qiita.com/kaizen_nagoya/items/d8dadb49a6397e854c6d
coq(0) 一覧
https://qiita.com/kaizen_nagoya/items/d22f9995cf2173bc3b13
統計(0)一覧
https://qiita.com/kaizen_nagoya/items/80d3b221807e53e88aba
図(0) state, sequence and timing. UML and お絵描き
https://qiita.com/kaizen_nagoya/items/60440a882146aeee9e8f
色(0) 記事100書く切り口
https://qiita.com/kaizen_nagoya/items/22331c0335ed34326b9b
品質一覧
https://qiita.com/kaizen_nagoya/items/2b99b8e9db6d94b2e971
言語・文学記事 １００
https://qiita.com/kaizen_nagoya/items/42d58d5ef7fb53c407d6
医工連携関連記事一覧
https://qiita.com/kaizen_nagoya/items/6ab51c12ba51bc260a82
水の資料集(0) 方針と成果
https://qiita.com/kaizen_nagoya/items/f5dbb30087ea732b52aa
自動車 記事 １００
https://qiita.com/kaizen_nagoya/items/f7f0b9ab36569ad409c5
通信記事１００
https://qiita.com/kaizen_nagoya/items/1d67de5e1cd207b05ef7
日本語（０）一欄
https://qiita.com/kaizen_nagoya/items/7498dcfa3a9ba7fd1e68
英語(0) 一覧
https://qiita.com/kaizen_nagoya/items/680e3f5cbf9430486c7d
音楽 一覧(0)
https://qiita.com/kaizen_nagoya/items/b6e5f42bbfe3bbe40f5d
「@kazuo_reve 新人の方によく展開している有益な情報」確認一覧
https://qiita.com/kaizen_nagoya/items/b9380888d1e5a042646b
鉄道（０）鉄道のシステム考察はてっちゃんがてつだってくれる
https://qiita.com/kaizen_nagoya/items/faa4ea03d91d901a618a
OSEK OS設計の基礎 OSEK(100)
https://qiita.com/kaizen_nagoya/items/7528a22a14242d2d58a3
coding (101) 一覧を作成し始めた。omake:最近のQiitaで表示しない5つの事象
https://qiita.com/kaizen_nagoya/items/20667f09f19598aedb68
官公庁・学校・公的団体（NPOを含む）システムの課題、官（０）
https://qiita.com/kaizen_nagoya/items/04ee6eaf7ec13d3af4c3
「はじめての」シリーズ ベクタージャパン
https://qiita.com/kaizen_nagoya/items/2e41634f6e21a3cf74eb
AUTOSAR(0)Qiita記事一覧, OSEK(75)
https://qiita.com/kaizen_nagoya/items/89c07961b59a8754c869
プログラマが知っていると良い「公序良俗」
https://qiita.com/kaizen_nagoya/items/9fe7c0dfac2fbd77a945
LaTeX(0) 一覧
https://qiita.com/kaizen_nagoya/items/e3f7dafacab58c499792
自動制御、制御工学一覧（０）
https://qiita.com/kaizen_nagoya/items/7767a4e19a6ae1479e6b
Rust(0) 一覧
https://qiita.com/kaizen_nagoya/items/5e8bb080ba6ca0281927
programの本質は計画だ。programは設計だ。
https://qiita.com/kaizen_nagoya/items/c8545a769c246a458c27
登壇直後版 色使い(JIS安全色) Qiita Engineer Festa 2023〜私しか得しないニッチな技術でLT〜 スライド編 0.15
https://qiita.com/kaizen_nagoya/items/f0d3070d839f4f735b2b
プログラマが知っていると良い「公序良俗」
https://qiita.com/kaizen_nagoya/items/9fe7c0dfac2fbd77a945
逆も真：社会人が最初に確かめるとよいこと。OSEK(69)、Ethernet(59)
https://qiita.com/kaizen_nagoya/items/39afe4a728a31b903ddc
統計の嘘。仮説（127）
https://qiita.com/kaizen_nagoya/items/63b48ecf258a3471c51b
自分の言葉だけで論理展開できるのが天才なら、文章の引用だけで論理展開できるのが秀才だ。仮説（136）
https://qiita.com/kaizen_nagoya/items/97cf07b9e24f860624dd
参考文献駆動執筆(references driven writing)・デンソークリエイト編
https://qiita.com/kaizen_nagoya/items/b27b3f58b8bf265a5cd1
「何を」よりも「誰を」。１０年後のために今見習いたい人たち
https://qiita.com/kaizen_nagoya/items/8045978b16eb49d572b2
Qiitaの記事に３段階または５段階で到達するための方法
https://qiita.com/kaizen_nagoya/items/6e9298296852325adc5e
出力(output)と呼ばないで。これは状態(state)です。
https://qiita.com/kaizen_nagoya/items/80b8b5913b2748867840
祝休日・謹賀新年 2025年の目標
https://qiita.com/kaizen_nagoya/items/dfa34827932f99c59bbc
Qiita 1年間をまとめた「振り返りページ」＠2024
https://qiita.com/kaizen_nagoya/items/ed6be239119c99b15828
2024 参加・主催Calendarと投稿記事一覧 Qiita(248)
https://qiita.com/kaizen_nagoya/items/d80b8fbac2496df7827f
主催Calendar2024分析 Qiita(254)
https://qiita.com/kaizen_nagoya/items/15807336d583076f70bc
Calendar 統計
https://qiita.com/kaizen_nagoya/items/e315558dcea8ee3fe43e
LLM 関連 Calendar 2024
https://qiita.com/kaizen_nagoya/items/c36033cf66862d5496fa
Large Language Model Related Calendar
https://qiita.com/kaizen_nagoya/items/3beb0bc3fb71e3ae6d66
博士論文 Calendar 2024 を開催します。
https://qiita.com/kaizen_nagoya/items/51601357efbcaf1057d0
博士論文(0)関連記事一覧
https://qiita.com/kaizen_nagoya/items/8f223a760e607b705e78
coding (101) 一覧を作成し始めた。omake:最近のQiitaで表示しない5つの事象
https://qiita.com/kaizen_nagoya/items/20667f09f19598aedb68
あなたは「勘違いまとめ」から、勘違いだと言っていることが勘違いだといくつ見つけられますか。人間の間違い(human error(125))の種類と対策
https://qiita.com/kaizen_nagoya/items/ae391b77fffb098b8fb4
プログラマの「プログラムが書ける」思い込みは強みだ。３つの理由。仮説（168）統計と確率(17) , OSEK(79)
https://qiita.com/kaizen_nagoya/items/bc5dd86e414de402ec29
出力(output)と呼ばないで。これは状態(state)です。
https://qiita.com/kaizen_nagoya/items/80b8b5913b2748867840
これからの情報伝達手段の在り方について考えてみよう。炎上と便乗。
https://qiita.com/kaizen_nagoya/items/71a09077ac195214f0db
ISO/IEC JTC1 SC7 Software and System Engineering
https://qiita.com/kaizen_nagoya/items/48b43f0f6976a078d907
アクセシビリティの知見を発信しよう！（再び）
https://qiita.com/kaizen_nagoya/items/03457eb9ee74105ee618
統計論及確率論輪講（再び）
https://qiita.com/kaizen_nagoya/items/590874ccfca988e85ea3
読者の心をグッと惹き寄せる7つの魔法
https://qiita.com/kaizen_nagoya/items/b1b5e89bd5c0a211d862
「@kazuo_reve 新人の方によく展開している有益な情報」確認一覧
https://qiita.com/kaizen_nagoya/items/b9380888d1e5a042646b
ソースコードで議論しよう。日本語で議論するの止めましょう（あるプログラミング技術の議論報告）
https://qiita.com/kaizen_nagoya/items/8b9811c80f3338c6c0b0
脳内コンパイラの3つの危険
https://qiita.com/kaizen_nagoya/items/7025cf2d7bd9f276e382
心理学の本を読むよりはコンパイラ書いた方がよくね。仮説（34）
https://qiita.com/kaizen_nagoya/items/fa715732cc148e48880e
NASAを超えるつもりがあれば読んでください。
https://qiita.com/kaizen_nagoya/items/e81669f9cb53109157f6
データサイエンティストの気づき!「勉強して仕事に役立てない人。大嫌い!!」『それ自分かも?』ってなった!!!
https://qiita.com/kaizen_nagoya/items/d85830d58d8dd7f71d07
「ぼくの好きな先生」「人がやらないことをやれ」プログラマになるまで。仮説（37）
https://qiita.com/kaizen_nagoya/items/53e4bded9fe5f724b3c4
なぜ経済学徒を辞め、計算機屋になったか（経済学部入学前・入学後・卒業後対応） 転職(1)
https://qiita.com/kaizen_nagoya/items/06335a1d24c099733f64
プログラミング言語教育のXYZ。 仮説（52）
https://qiita.com/kaizen_nagoya/items/1950c5810fb5c0b07be4
【24卒向け】9ヶ月後に年収１０００万円を目指す。二つの関門と三つの道。
https://qiita.com/kaizen_nagoya/items/fb5bff147193f726ad25
「【25卒向け】Qiita Career Meetup for STUDENT」予習の勧め
https://qiita.com/kaizen_nagoya/items/00eadb8a6e738cb6336f
大学入試不合格でも筆記試験のない大学に入って卒業できる。卒業しなくても博士になれる。
https://qiita.com/kaizen_nagoya/items/74adec99f396d64b5fd5
全世界の不登校の子供たち「博士論文」を書こう。世界子供博士論文遠隔実践中心 安全(99)
https://qiita.com/kaizen_nagoya/items/912d69032c012bcc84f2
小川メソッド 覚え（書きかけ）
https://qiita.com/kaizen_nagoya/items/3593d72eca551742df68
DoCAP（ドゥーキャップ）って何ですか？
https://qiita.com/kaizen_nagoya/items/47e0e6509ab792c43327
views 20,000越え自己記事一覧
https://qiita.com/kaizen_nagoya/items/58e8bd6450957cdecd81
Views１万越え、もうすぐ１万記事一覧 最近いいねをいただいた213記事
https://qiita.com/kaizen_nagoya/items/d2b805717a92459ce853
amazon 殿堂入りNo1レビュアになるまで。仮説(102)
https://qiita.com/kaizen_nagoya/items/83259d18921ce75a91f4
100以上いいねをいただいた記事16選
https://qiita.com/kaizen_nagoya/items/f8d958d9084ffbd15d2a
小川清最終講義、最終講義（再）計画, Ethernet(100) 英語(100) 安全(100)
https://qiita.com/kaizen_nagoya/items/e2df642e3951e35e6a53
＜この記事は個人の過去の経験に基づく個人の感想です。現在所属する組織、業務とは関係がありません。＞
This article is an individual impression based on my individual experience. It has nothing to do with the organization or business to which I currently belong.
Este artículo es una impresión personal basada en mi experiencia personal. No tiene nada que ver con la organización o empresa a la que pertenezco actualmente.
文書履歴(document history)
ver. 0.01 初稿 202502016
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Thank you very much for reading to the last sentence.
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Muchas gracias por leer hasta la última oración.
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