Apache MINA is a robust framework for building high-performance network applications. With features like non-blocking I/O, event-driven architecture, and enhanced scalability, MINA provides a reliable platform for developing multipurpose infrastructure and networked applications. Its strengths lie i

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The GHOST project focuses on the challenges of modeling, analyzing, and generating patterns of network activity. By utilizing Non-Negative Matrix Factorization (NMF), realistic network activity patterns can be created and injected into live wireless networks. Understanding and predicting user behavi

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Anomaly Detection Tool (ADT) aims to automate the detection of network degradation in a mobile communications network, reducing the time and effort required significantly. By utilizing statistical and machine learning models, ADT can generate anomaly reports efficiently across a large circle network

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Microsoft Azure offers a comprehensive range of cloud services and products through its Azure platform. From Azure Virtual Machines to Azure Cognitive Services, there are various services available for building, deploying, and managing applications in the cloud. Azure provides solutions for virtuali

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Explore an open source 5G solution designed for industrial edge applications, providing flexibility, scalability, and adaptability to evolving 5G technology. This solution enables customization of networks, avoids vendor lock-in, and showcases various industrial edge solutions based on open source p

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Explore the concept and benefits of Intent-Based Networking (IBN) in simplifying network configuration and enhancing efficiency. Learn how IBN automates network operations, aligns with business objectives, improves security, and ensures scalability and reliability. Discover the potential of IBN tool

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Data pipelines and MLOps play a crucial role in streamlining the process of taking machine learning models to production. By centralizing and automating workflows, teams can enhance collaboration, increase efficiency, and ensure reproducibility. Tools like Luigi, Apache Airflow, MLFlow, Argo, Azure

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Explore the proposed solution to create a streamlined package of ONAP for O-RAN SMO, focusing on essential projects and functionality required for Service Management and Orchestration. The aim is to simplify deployment, reduce complexity, and enhance user experience in utilizing ONAP for SMO purpose

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Various network compression techniques such as network pruning, knowledge distillation, and parameter quantization are discussed in this content. The importance of pruning redundant weights and neurons in over-parameterized networks is highlighted. Practical issues like weight pruning and neuron pru

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Overview of Network Slicing with OAI 5G CN workshop focusing on the crucial role of network slicing in realizing the service-oriented 5G vision. This workshop covers topics like multiple logical networks creation on shared infrastructure, different types of network slices, preparation and instantiat

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Issues in designing a Local Area Network (LAN) include needs analysis, technological design, and cost assessment. The traditional approach involves structured systems analysis, but faces challenges due to rapidly changing technology and increasing network traffic. The Building Blocks Approach recomm

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Explore the intricate world of 5G Radio Access Network (RAN) and Network Slicing, delving into concepts such as SO Service Orchestrator, SDN-C Service Design, and Core Network Elements. Discover the significance of managing and designing mobile slice services, including eMBB, Massive IoT, and Missio

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Snort is an open-source Network Intrusion Detection System (NIDS) developed by Cisco, capable of analyzing network packets to identify suspicious activities. It can function as a packet sniffer, packet logger, or a full-fledged intrusion prevention system. By monitoring and matching network activity

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Explore the ETSI ZSM ISG's initiative on Zero Touch Network and Service Management, focusing on creating an automated architecture supporting legacy and virtualized networks. Learn about the framework, architecture features, and services offered within the ZSM domain. Dive into E2E service managemen

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This overview delves into the data flows and network challenges faced in particle physics infrastructure, focusing on the JUNO project. It discusses the process of data reception, storage, and replication across various data centers, highlighting the bidirectional nature of data flows. Additionally,

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In the Network Architecture Group led by Namseok Ko, significant progress has been made in defining the IMT-2020 architecture. The work has involved gap analysis, draft recommendations, and setting framework and requirements. Phase 1 focused on identifying 19 architectural gaps, such as demands for

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Exploring the topology of interconnection networks helps determine the arrangement of channels and nodes, impacting network cost, performance, latency, energy consumption, and complexity of implementation. Abstract metrics such as degree, hop count, and network diameter play crucial roles in evaluat

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This content outlines the features and functionalities of the C.Coupled SE Platform (CSET Platform) developed by the Connetics Transportation Group. It covers aspects such as interface design, inputs merging, purposes, platform development using Cube, TAZs merging, and network attributes. The platfo

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Explore the evolution of DevOps through images showcasing key milestones from the AT&T Bell Labs UNIX era to modern DevOps teams at Google and Facebook. Delve into the analogy of a combustion engine to understand the roles of developers, operations, and orchestration in the DevOps ecosystem. Gain in

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The Human Disease Symptom Network (HSDN) is constructed using a large-scale medical bibliographic records database to form a network of human diseases based on symptom similarities. By integrating disease-gene associations and protein-protein interaction data, correlations between symptom similarity

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This presentation introduces the concept of network analysis using .NET in the humanities classroom. It provides a template for teaching and adapting network analysis tools for educational purposes. The guide explains the relevance of networks in processing and visualizing data, emphasizing the coll

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Explore the world of network automation and orchestration with SaltStack, addressing common concerns, streamlining workflows, leveraging NAPALM for multi-vendor support, and utilizing the SaltStack platform for automation and configuration management. Discover how to manage network gear efficiently

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Meridian is an SDN platform developed by Mohammad Banikazemi, David Olshefski, Anees Shaikh, John Tracey, and GuohuiWang at IBM T. J. Watson Research Center. The platform focuses on providing cloud network services efficiently. It encompasses an architecture that enables faster and more convenient n

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Explore the implementation of Snort, Barnyard, and PulledPork within a Software-Defined Network framework using OpenFlow technology. Learn how these tools enhance network security through intrusion detection engines, rule management, and network traffic control mechanisms. Dive into the architecture

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This presentation introduces network metrics as tools to describe network characteristics and answer important questions. Using centrality metrics as an example, participants learn how to identify the most important nodes in a network based on different criteria such as degree centrality and closene

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The role of statistical standards in constructing national data backbones is crucial for efficient data dissemination and reporting, especially in the context of Sustainable Development Goals (SDGs). Statistical standards guide the orchestration of information flows within a national statistical net

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Explore the differences between Whole Networks and Ego Networks in social network analysis. Whole Networks provide comprehensive information about all nodes and links, enabling the computation of network-level statistics. On the other hand, Ego Networks focus on a sample of nodes, limiting the abili

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Detect suspicious URLs and prevent XSS attacks with xHunter, a tool by Elias Athanasopoulos and team at FORTH-ICS, Greece. Explore the motivation, current status, targets, and orchestration of XSS incidents. Learn about the anatomy of XSS exploits and the operation of xHunter in identifying JavaScri

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Delve into the realm of network interference through the CS590B/690B lecture with Phillipa Gill at UMass Amherst. Explore topics such as Internet routing, timing attacks, BGP hijacks, Tor network functionality, relay selection, collusion scenarios, use of guards, web site fingerprinting attacks, tra

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Delve into the realm of Business Process as a Service (BPaaS) with a focus on PaaS orchestration and adaptation. Explore how to leverage cloud providers across all layers and adapt deployments to meet evolving needs seamlessly. Discover innovative solutions for orchestrating PaaS components and enha

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HALA network has been instrumental in fostering research and innovation in the field of automation for ATM systems, providing a platform for knowledge dissemination, collaboration, and advancement. The network has facilitated exploratory research, encouraged young scientists' participation, and crea

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The research delves into the design of a 5G-ready architecture known as NFV-based Network Store, aiming to serve as a digital distribution platform for 5G applications. By focusing on network slicing and programmability, the architecture enhances resource efficiency and agility in deploying software

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OpenDaylight is a versatile platform that offers a wide array of choices for orchestration and control in Software Defined Networking (SDN). It embraces various models, protocols, and projects to address operational issues and provide innovative solutions in SDN programming. The presentation covers

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Explore the concepts of Link State Advertisements (LSA) and how they impact scaling, performance, and reliability in Network Service Orchestration (NSO). Learn about different cluster models, terminology, and strategies for achieving scalability with LSA, along with comparisons between LSA clusters

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The IMT-2020 technical packages by WP1/13 consist of various documents related to softwarization, fixed-mobile convergence, and information-centric networking. These packages include terms and definitions, management frameworks, network requirements, architecture, orchestration for network slicing,

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Network Function Virtualization (NFV) focuses on virtualizing network functions to improve efficiency and reduce costs in network infrastructure. The lecture discusses key readings, devices that compose a network, specialization of devices, benefits of one-device-does-anything approach, and the goal

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Network monitoring is crucial for efficient management and proactive issue detection in a network environment. Factors influencing an effective network system include choosing the best OEM, SLA agreements, and selecting a reliable System Integrator. Reactive monitoring can lead to financial losses a

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Explore the Rainbow platform, funded under Horizon2020, offering intelligent middleware tools for IoT orchestration, data collection, and decentralized analytics. It provides secure and efficient fog computing services for various applications, benefitting cloud platforms and data management engines

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Dell Network Consulting provides expert insights and workshops to enhance your network infrastructure's efficiency. Services include network assessments, topology discovery, traffic analysis, and wireless site assessments. Deliverables include detailed reports, remediation plans, and infrastructure

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This content outlines MEF's modeling activities in the context of Lifecycle Service Orchestration (LSO) and the evolving landscape of network services. It covers challenges, the vision for agile networks, lifecycle service orchestration capabilities, and the methodology for engineering LSO capabilit

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