Frame Relay is a packet switching technology that was developed to improve on X.25 networks. It uses virtual circuits to transfer user data in frames more efficiently than X.25 by eliminating much of the overhead and removing hop-by-hop flow and error control. Frame Relay networks operate at the data link layer and use logical connections identified by a Data Link Connection Identifier to multiplex and switch user data frames, while call setup and teardown is handled on a separate control channel.
This document provides an overview of high speed packet-switching networks and frame relay networks. It discusses the basics of packet-switching technology, including datagram and virtual circuit approaches. Frame relay networks are described as being designed to eliminate much of the overhead of X.25 networks by separating call control signaling from user data transfer and implementing multiplexing at layer 2. Key aspects of frame relay like virtual connections, architecture, and call control messaging are summarized.
This document provides an overview of high speed networks including Frame Relay networks, Asynchronous Transfer Mode (ATM), ATM protocol architecture, logical connections, cells, service categories, and high speed LANs. It discusses the architecture, user data transfer, and call control of Frame Relay networks. For ATM, it describes the protocol model, logical connections, cells, adaptation layer, and service categories. It also provides an introduction to emerging high speed LAN technologies.
This document provides an overview of high speed networks including Frame Relay networks, Asynchronous Transfer Mode (ATM), ATM protocol architecture, logical connections, cells, service categories, and high speed LANs. It discusses the architecture, user data transfer, and call control of Frame Relay networks. For ATM, it describes the protocol model, logical connections, cells, adaptation layer, and service categories. It also provides an introduction to emerging high speed LAN technologies.
This document summarizes circuit switching and packet switching approaches in computer networks. It discusses how circuit switching establishes a dedicated path but can waste bandwidth if no data is being sent. Packet switching breaks messages into packets that are transmitted independently and can make more efficient use of bandwidth. The document also describes protocols like X.25 and Frame Relay, noting how Frame Relay simplified X.25 by removing flow and error control to reduce overhead.
This document summarizes circuit switching and packet switching approaches in computer networks. It discusses how circuit switching establishes a dedicated path but wastes bandwidth when no data is being sent. Packet switching breaks messages into packets that are transmitted independently and can make more efficient use of bandwidth. The document also describes protocols like X.25 that were used for packet switched networks and Frame Relay, which was designed to reduce overhead and improve performance compared to X.25.
- A switch is a multi-input, multi-output device that transfers packets from an input to one or more outputs, allowing links to be interconnected to form a larger network.
- There are two main types of switching: circuit switching establishes a dedicated end-to-end path before information transfer, while packet switching involves intermediate nodes storing incoming data blocks and retransmitting them along the path to the destination.
- X.25 is a widely used packet switching protocol that defines how a terminal connects to a packet network and how packets are exchanged over that network using devices like modems and packet switches.
This document provides an overview of the key topics covered in Chapter 4 of the textbook "Computer Networking: A Top Down Approach" including:
- The network layer principles of forwarding versus routing, how routers work, routing algorithms, and scaling techniques.
- Network layer service models including best effort, guaranteed delivery, and quality of service guarantees.
- Virtual circuit and datagram networks and how connections are established in each.
- The internal components and functions of routers including routing algorithms, forwarding tables, switching fabrics, input/output port queuing.
- The Internet network layer protocols including IP for addressing, datagrams, and fragmentation/reassembly, ICMP for error reporting, and routing protocols.
Frame Relay is a packet switching technology that was developed to improve on X.25 networks. It uses virtual circuits to transfer user data in frames more efficiently than X.25 by eliminating much of the overhead and removing hop-by-hop flow and error control. Frame Relay networks operate at the data link layer and use logical connections identified by a Data Link Connection Identifier to multiplex and switch user data frames, while call setup and teardown is handled on a separate control channel.
This document provides an overview of high speed packet-switching networks and frame relay networks. It discusses the basics of packet-switching technology, including datagram and virtual circuit approaches. Frame relay networks are described as being designed to eliminate much of the overhead of X.25 networks by separating call control signaling from user data transfer and implementing multiplexing at layer 2. Key aspects of frame relay like virtual connections, architecture, and call control messaging are summarized.
This document provides an overview of high speed networks including Frame Relay networks, Asynchronous Transfer Mode (ATM), ATM protocol architecture, logical connections, cells, service categories, and high speed LANs. It discusses the architecture, user data transfer, and call control of Frame Relay networks. For ATM, it describes the protocol model, logical connections, cells, adaptation layer, and service categories. It also provides an introduction to emerging high speed LAN technologies.
This document provides an overview of high speed networks including Frame Relay networks, Asynchronous Transfer Mode (ATM), ATM protocol architecture, logical connections, cells, service categories, and high speed LANs. It discusses the architecture, user data transfer, and call control of Frame Relay networks. For ATM, it describes the protocol model, logical connections, cells, adaptation layer, and service categories. It also provides an introduction to emerging high speed LAN technologies.
This document summarizes circuit switching and packet switching approaches in computer networks. It discusses how circuit switching establishes a dedicated path but can waste bandwidth if no data is being sent. Packet switching breaks messages into packets that are transmitted independently and can make more efficient use of bandwidth. The document also describes protocols like X.25 and Frame Relay, noting how Frame Relay simplified X.25 by removing flow and error control to reduce overhead.
This document summarizes circuit switching and packet switching approaches in computer networks. It discusses how circuit switching establishes a dedicated path but wastes bandwidth when no data is being sent. Packet switching breaks messages into packets that are transmitted independently and can make more efficient use of bandwidth. The document also describes protocols like X.25 that were used for packet switched networks and Frame Relay, which was designed to reduce overhead and improve performance compared to X.25.
- A switch is a multi-input, multi-output device that transfers packets from an input to one or more outputs, allowing links to be interconnected to form a larger network.
- There are two main types of switching: circuit switching establishes a dedicated end-to-end path before information transfer, while packet switching involves intermediate nodes storing incoming data blocks and retransmitting them along the path to the destination.
- X.25 is a widely used packet switching protocol that defines how a terminal connects to a packet network and how packets are exchanged over that network using devices like modems and packet switches.
This document provides an overview of the key topics covered in Chapter 4 of the textbook "Computer Networking: A Top Down Approach" including:
- The network layer principles of forwarding versus routing, how routers work, routing algorithms, and scaling techniques.
- Network layer service models including best effort, guaranteed delivery, and quality of service guarantees.
- Virtual circuit and datagram networks and how connections are established in each.
- The internal components and functions of routers including routing algorithms, forwarding tables, switching fabrics, input/output port queuing.
- The Internet network layer protocols including IP for addressing, datagrams, and fragmentation/reassembly, ICMP for error reporting, and routing protocols.
- This chapter discusses switching and VLANs, including Fast Ethernet, full- and half-duplex Ethernet operations, LAN switching methods like cut-through and store-and-forward, and the Spanning Tree Protocol. It also defines virtual LANs (VLANs) and how they segment networks logically without changing the physical configuration. VLAN trunking protocols are used to communicate VLAN information between switches.
This document discusses different types of communication networks including traditional and high-speed LANs and WANs, as well as MANs. It describes key characteristics of these networks such as speed, distance, scope, and data rates. The document also covers switching techniques used in networks including circuit switching, packet switching, and asynchronous transfer mode (ATM). It provides examples and diagrams to illustrate how these different switching techniques work.
The document outlines Chapter 4 of a networking textbook. Chapter 4 covers the network layer, including network layer services, how routers work, routing algorithms, and implementations in the Internet. The key topics covered are virtual circuit versus datagram networks, the functions of routers including forwarding and routing, and routing algorithms like link state and distance vector.
These slides cover a topic on X.25, Frame relay and ATM in Data Communication. All the slides are explained in a very simple manner. It is useful for engineering students & also for the candidates who want to master data communication & computer networking.
A WAN is a network that covers a broad geographic area using multiple interconnected networks. The largest WAN is the Internet, which many organizations use to connect distributed sites. WANs transmit data over various technologies including telephone networks, wireless networks, fiber optic networks and protocols like Frame Relay and ATM. Error correction is important in WANs to ensure reliable data transmission over long distances between sites.
This document summarizes key points from Chapter 3 of the textbook "Wireless Mobile Computer Networks" by William Stallings. It discusses different types of communication networks including LANs, WANs, and MANs. It also covers circuit switching versus packet switching, components of public telecommunications networks, asynchronous transfer mode (ATM), and examples of ATM service categories.
Frame Relay is a packet-switched protocol that operates at the physical and data link layers of the OSI model. It was originally designed for ISDN interfaces but is now used over various network interfaces. Frame Relay is more efficient than X.25 and offers higher performance without retransmission capabilities. Frame Relay uses data terminal equipment (DTE) connected to data circuit-terminating equipment (DCE) via physical and link layer connections to transmit data packets over wide area networks.
Frame Relay is a packet-switching protocol used to transmit data over wide area networks in an efficient manner. It segments data into variable length frames and leaves error correction to end points, allowing for faster transmission. Frame Relay provides permanent virtual circuits to make connections appear dedicated while allowing dynamic routing of frames.
The document discusses network layer concepts including packet switching, IP addressing, and fragmentation. It provides details on:
- Packet switching breaks data into packets that are routed independently and reassembled at the destination. This allows for more efficient use of bandwidth compared to circuit switching.
- IP addresses in IPv4 are 32-bit numbers that identify devices on the network. Addresses are expressed in decimal notation like 192.168.1.1. Fragmentation breaks packets larger than the MTU into smaller fragments for transmission.
The document discusses the data link layer and framing. It begins by introducing the data link layer and its functions, including providing services to the network layer like unacknowledged connectionless, acknowledged connectionless, and acknowledged connection-oriented services. It then discusses framing, including defining frames, problems with framing, parts of a frame, and types of framing. Error control and flow control are also summarized as important functions of the data link layer to ensure reliable data transfer.
This document discusses the link layer and local area networks. It begins with an introduction to link layer services including framing, link access, reliable delivery, flow control, and error detection and correction. It then covers topics like multiple access protocols, including random access protocols like ALOHA and CSMA, and controlled access protocols. Local area network technologies are discussed next, focusing on Ethernet, switches, and addressing protocols like ARP. The document concludes with sections on link virtualization using MPLS and data center networking.
X.25 is a protocol standard developed in the 1970s for wide area network communications. It defines how connections are established and maintained between user devices and network devices. X.25 operates at the physical, data link, and network layers of the OSI model. It uses LAPB at the data link layer and PLP at the network layer to transfer data and establish virtual circuits between DTE devices across a packet switched network. Frame Relay was developed later to provide higher speeds and efficiency compared to X.25.
This document summarizes the physical and data link layers that TCP/IP relies on. It describes how TCP/IP services are controlled by daemons like inetd. It then discusses the physical layer and different networking components like repeaters, bridges, switches, and routers. The rest of the document focuses on the data link layer, covering topics like data addressing, flow control, data integrity, frames, and common protocols like Ethernet, Token Ring, Serial Protocols, SLIP, and PPP.
High level data link control and point to point protocolsandhyakiran10
HDLC and PPP are point-to-point protocols used at the data link layer. PPP provides connection management, parameter negotiation, and supports multiple network layer protocols. It is commonly used over dial-up, ADSL, and backbone networks. HDLC also supports point-to-point and multipoint connections with full-duplex communication and error detection. Both protocols use framing, error checking, and can operate over different data link technologies.
The document provides information about networking certifications and the CCNA exam. It discusses the CCNA exam number, total marks, duration, passing score, number of questions, question types, and benefits of obtaining the certification. It also covers networking topics like data networks, networking devices, network interface cards, hubs, switches, routers, network topologies, LANs, WANs, virtual private networks, bandwidth, internetworking devices, network structure and hierarchy, IEEE 802 standards, and the OSI model.
The document provides information about the CCNA certification exam, including the exam number, total marks, duration, passing score, question types, and benefits of obtaining the certification. It also discusses common networking devices like hubs, switches, routers, and network interface cards. Finally, it covers networking topics such as network topologies, the OSI model, TCP/IP protocols, WANs, LANs, and the IEEE 802 standards.
The document provides information about the CCNA certification exam, including the exam number, total marks, duration, passing score, question types, and benefits of obtaining the certification. It also discusses common networking devices, network interface cards, hubs, switches, routers, common network topologies, and the functions of LANs, MANs and WANs. Finally, it introduces the OSI model and its seven layers.
The document provides information about the CCNA certification exam, including the exam number, total marks, duration, passing score, question types, and benefits of obtaining the certification. It also discusses common networking devices, network interface cards, hubs, switches, routers, common network topologies, and the functions of local, metropolitan, and wide area networks. Finally, it introduces the OSI model and its seven layers, describing the function of each layer.
The document provides information about the CCNA certification exam, including the exam number, total marks, duration, passing score, question types, and benefits of obtaining the certification. It also discusses common networking devices, network interface cards, hubs, switches, routers, common network topologies, and the functions of local, metropolitan, and wide area networks. Finally, it introduces the OSI model and its seven layers, describing the function of each layer.
The document provides information about the CCNA certification exam, including the exam number, total marks, duration, passing score, question types, and benefits of obtaining the certification. It also discusses common networking devices, network interface cards, hubs, switches, routers, common network topologies, and the functions of LANs, MANs and WANs. Finally, it introduces the OSI model and its seven layers.
- This chapter discusses switching and VLANs, including Fast Ethernet, full- and half-duplex Ethernet operations, LAN switching methods like cut-through and store-and-forward, and the Spanning Tree Protocol. It also defines virtual LANs (VLANs) and how they segment networks logically without changing the physical configuration. VLAN trunking protocols are used to communicate VLAN information between switches.
This document discusses different types of communication networks including traditional and high-speed LANs and WANs, as well as MANs. It describes key characteristics of these networks such as speed, distance, scope, and data rates. The document also covers switching techniques used in networks including circuit switching, packet switching, and asynchronous transfer mode (ATM). It provides examples and diagrams to illustrate how these different switching techniques work.
The document outlines Chapter 4 of a networking textbook. Chapter 4 covers the network layer, including network layer services, how routers work, routing algorithms, and implementations in the Internet. The key topics covered are virtual circuit versus datagram networks, the functions of routers including forwarding and routing, and routing algorithms like link state and distance vector.
These slides cover a topic on X.25, Frame relay and ATM in Data Communication. All the slides are explained in a very simple manner. It is useful for engineering students & also for the candidates who want to master data communication & computer networking.
A WAN is a network that covers a broad geographic area using multiple interconnected networks. The largest WAN is the Internet, which many organizations use to connect distributed sites. WANs transmit data over various technologies including telephone networks, wireless networks, fiber optic networks and protocols like Frame Relay and ATM. Error correction is important in WANs to ensure reliable data transmission over long distances between sites.
This document summarizes key points from Chapter 3 of the textbook "Wireless Mobile Computer Networks" by William Stallings. It discusses different types of communication networks including LANs, WANs, and MANs. It also covers circuit switching versus packet switching, components of public telecommunications networks, asynchronous transfer mode (ATM), and examples of ATM service categories.
Frame Relay is a packet-switched protocol that operates at the physical and data link layers of the OSI model. It was originally designed for ISDN interfaces but is now used over various network interfaces. Frame Relay is more efficient than X.25 and offers higher performance without retransmission capabilities. Frame Relay uses data terminal equipment (DTE) connected to data circuit-terminating equipment (DCE) via physical and link layer connections to transmit data packets over wide area networks.
Frame Relay is a packet-switching protocol used to transmit data over wide area networks in an efficient manner. It segments data into variable length frames and leaves error correction to end points, allowing for faster transmission. Frame Relay provides permanent virtual circuits to make connections appear dedicated while allowing dynamic routing of frames.
The document discusses network layer concepts including packet switching, IP addressing, and fragmentation. It provides details on:
- Packet switching breaks data into packets that are routed independently and reassembled at the destination. This allows for more efficient use of bandwidth compared to circuit switching.
- IP addresses in IPv4 are 32-bit numbers that identify devices on the network. Addresses are expressed in decimal notation like 192.168.1.1. Fragmentation breaks packets larger than the MTU into smaller fragments for transmission.
The document discusses the data link layer and framing. It begins by introducing the data link layer and its functions, including providing services to the network layer like unacknowledged connectionless, acknowledged connectionless, and acknowledged connection-oriented services. It then discusses framing, including defining frames, problems with framing, parts of a frame, and types of framing. Error control and flow control are also summarized as important functions of the data link layer to ensure reliable data transfer.
This document discusses the link layer and local area networks. It begins with an introduction to link layer services including framing, link access, reliable delivery, flow control, and error detection and correction. It then covers topics like multiple access protocols, including random access protocols like ALOHA and CSMA, and controlled access protocols. Local area network technologies are discussed next, focusing on Ethernet, switches, and addressing protocols like ARP. The document concludes with sections on link virtualization using MPLS and data center networking.
X.25 is a protocol standard developed in the 1970s for wide area network communications. It defines how connections are established and maintained between user devices and network devices. X.25 operates at the physical, data link, and network layers of the OSI model. It uses LAPB at the data link layer and PLP at the network layer to transfer data and establish virtual circuits between DTE devices across a packet switched network. Frame Relay was developed later to provide higher speeds and efficiency compared to X.25.
This document summarizes the physical and data link layers that TCP/IP relies on. It describes how TCP/IP services are controlled by daemons like inetd. It then discusses the physical layer and different networking components like repeaters, bridges, switches, and routers. The rest of the document focuses on the data link layer, covering topics like data addressing, flow control, data integrity, frames, and common protocols like Ethernet, Token Ring, Serial Protocols, SLIP, and PPP.
High level data link control and point to point protocolsandhyakiran10
HDLC and PPP are point-to-point protocols used at the data link layer. PPP provides connection management, parameter negotiation, and supports multiple network layer protocols. It is commonly used over dial-up, ADSL, and backbone networks. HDLC also supports point-to-point and multipoint connections with full-duplex communication and error detection. Both protocols use framing, error checking, and can operate over different data link technologies.
The document provides information about networking certifications and the CCNA exam. It discusses the CCNA exam number, total marks, duration, passing score, number of questions, question types, and benefits of obtaining the certification. It also covers networking topics like data networks, networking devices, network interface cards, hubs, switches, routers, network topologies, LANs, WANs, virtual private networks, bandwidth, internetworking devices, network structure and hierarchy, IEEE 802 standards, and the OSI model.
The document provides information about the CCNA certification exam, including the exam number, total marks, duration, passing score, question types, and benefits of obtaining the certification. It also discusses common networking devices like hubs, switches, routers, and network interface cards. Finally, it covers networking topics such as network topologies, the OSI model, TCP/IP protocols, WANs, LANs, and the IEEE 802 standards.
The document provides information about the CCNA certification exam, including the exam number, total marks, duration, passing score, question types, and benefits of obtaining the certification. It also discusses common networking devices, network interface cards, hubs, switches, routers, common network topologies, and the functions of LANs, MANs and WANs. Finally, it introduces the OSI model and its seven layers.
The document provides information about the CCNA certification exam, including the exam number, total marks, duration, passing score, question types, and benefits of obtaining the certification. It also discusses common networking devices, network interface cards, hubs, switches, routers, common network topologies, and the functions of local, metropolitan, and wide area networks. Finally, it introduces the OSI model and its seven layers, describing the function of each layer.
The document provides information about the CCNA certification exam, including the exam number, total marks, duration, passing score, question types, and benefits of obtaining the certification. It also discusses common networking devices, network interface cards, hubs, switches, routers, common network topologies, and the functions of local, metropolitan, and wide area networks. Finally, it introduces the OSI model and its seven layers, describing the function of each layer.
The document provides information about the CCNA certification exam, including the exam number, total marks, duration, passing score, question types, and benefits of obtaining the certification. It also discusses common networking devices, network interface cards, hubs, switches, routers, common network topologies, and the functions of LANs, MANs and WANs. Finally, it introduces the OSI model and its seven layers.
Similar to Chapter04.pptAdvance concept of networking (20)
This document discusses Internet routing protocols and summarizes key concepts. It begins by explaining the operation of IP routers and routing methods like next-hop, network-specific, and default routing. It then discusses autonomous systems and how interior routing protocols like RIP and OSPF are used within an AS to dynamically update routing tables. RIP uses distance vector routing while OSPF computes least-cost paths using the Dijkstra algorithm.
This document provides information about TCP and UDP protocols. It defines port numbers and how they are used to identify processes. TCP provides connection-oriented and reliable data transmission, while UDP provides connectionless and unreliable datagram transmission. The key differences between TCP and UDP headers are described, including the fields in each header and their purposes. Port numbers, both well-known and ephemeral, are explained. Connection establishment and the TCP encapsulation format are also summarized.
This document provides an overview of a course on RF integrated circuit design and testing for wireless communications. The course covers semiconductor technologies for RF circuits, basic RF device characteristics, RF front-end design including LNAs and mixers, frequency synthesizer design including PLLs and VCOs, concepts of RF testing including distortion and noise measurements, and RFIC system-on-chip testing. It includes the course schedule, outlines of lecture topics, and references.
The document discusses the importance of security awareness training for employees. It describes different methods for conducting such training, including classroom-style sessions, online training websites, helpful hints, visual aids, and promotions. It also outlines important topics that should be covered, such as physical security, desktop security, password management, phishing, malware, and file sharing/copyright. The goal of security awareness training is to educate users about security policies, risks, and best practices in order to reduce human errors and insider threats to organizational networks.
This document provides an overview of a course on RF integrated circuit design and testing for wireless communications. The course covers semiconductor technologies for RF circuits, basic RF device characteristics, RF front-end design including LNAs and mixers, frequency synthesizer design including PLLs and VCOs, concepts of RF testing including distortion and noise measurements, and RFIC system-on-chip testing. The schedule outlines lectures on introduction to RF components, power and gain, distortion, noise, RF design topics, analog and embedded test, and built-in self-test.
The document discusses IP addressing and IP datagrams. It describes how IP addresses are composed of a network portion and host portion. Interfaces are assigned IP addresses and networks are groups of interfaces that can directly communicate without routers. The document also summarizes the different IP address classes (A, B, C) and how CIDR allows for more flexible allocation of address space. It provides an overview of the fields in an IP datagram header including source/destination addresses, protocol, TTL, and checksum.
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEMHODECEDSIET
Time Division Multiplexing (TDM) is a method of transmitting multiple signals over a single communication channel by dividing the signal into many segments, each having a very short duration of time. These time slots are then allocated to different data streams, allowing multiple signals to share the same transmission medium efficiently. TDM is widely used in telecommunications and data communication systems.
### How TDM Works
1. **Time Slots Allocation**: The core principle of TDM is to assign distinct time slots to each signal. During each time slot, the respective signal is transmitted, and then the process repeats cyclically. For example, if there are four signals to be transmitted, the TDM cycle will divide time into four slots, each assigned to one signal.
2. **Synchronization**: Synchronization is crucial in TDM systems to ensure that the signals are correctly aligned with their respective time slots. Both the transmitter and receiver must be synchronized to avoid any overlap or loss of data. This synchronization is typically maintained by a clock signal that ensures time slots are accurately aligned.
3. **Frame Structure**: TDM data is organized into frames, where each frame consists of a set of time slots. Each frame is repeated at regular intervals, ensuring continuous transmission of data streams. The frame structure helps in managing the data streams and maintaining the synchronization between the transmitter and receiver.
4. **Multiplexer and Demultiplexer**: At the transmitting end, a multiplexer combines multiple input signals into a single composite signal by assigning each signal to a specific time slot. At the receiving end, a demultiplexer separates the composite signal back into individual signals based on their respective time slots.
### Types of TDM
1. **Synchronous TDM**: In synchronous TDM, time slots are pre-assigned to each signal, regardless of whether the signal has data to transmit or not. This can lead to inefficiencies if some time slots remain empty due to the absence of data.
2. **Asynchronous TDM (or Statistical TDM)**: Asynchronous TDM addresses the inefficiencies of synchronous TDM by allocating time slots dynamically based on the presence of data. Time slots are assigned only when there is data to transmit, which optimizes the use of the communication channel.
### Applications of TDM
- **Telecommunications**: TDM is extensively used in telecommunication systems, such as in T1 and E1 lines, where multiple telephone calls are transmitted over a single line by assigning each call to a specific time slot.
- **Digital Audio and Video Broadcasting**: TDM is used in broadcasting systems to transmit multiple audio or video streams over a single channel, ensuring efficient use of bandwidth.
- **Computer Networks**: TDM is used in network protocols and systems to manage the transmission of data from multiple sources over a single network medium.
### Advantages of TDM
- **Efficient Use of Bandwidth**: TDM all
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
2. Chapter 4 Frame Relay
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Introduction
Packet-Switching Networks
– Switching Technique
– Routing
– X.25
Frame Relay Networks
– Architecture
– User Data Transfer
– Call Control
3. Chapter 4 Frame Relay
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Packet-Switching Networks
Basic technology the same as in the 1970s
One of the few effective technologies for long
distance data communications
Frame relay and ATM are variants of packet-
switching
Advantages:
– flexibility, resource sharing, robust, responsive
Disadvantages:
– Time delays in distributed network, overhead
penalties
– Need for routing and congestion control
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Circuit-Switching
Long-haul telecom network designed for
voice
Network resources dedicated to one call
Shortcomings when used for data:
– Inefficient (high idle time)
– Constant data rate
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Packet-Switching
Data transmitted in short blocks, or packets
Packet length < 1000 octets
Each packet contains user data plus control
info (routing)
Store and forward
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Advantages over Circuit-Switching
Greater line efficiency (many packets can
go over shared link)
Data rate conversions
Non-blocking under heavy traffic (but
increased delays)
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Disadvantages relative to Circuit-
Switching
Packets incur additional delay with every
node they pass through
Jitter: variation in packet delay
Data overhead in every packet for routing
information, etc
Processing overhead for every packet at
every node traversed
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Switching Technique
Large messages broken up into smaller packets
Datagram
– Each packet sent independently of the others
– No call setup
– More reliable (can route around failed nodes or
congestion)
Virtual circuit
– Fixed route established before any packets sent
– No need for routing decision for each packet at each
node
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X.25
3 levels
Physical level (X.21)
Link level (LAPB, a subset of HDLC)
Packet level (provides virtual circuit
service)
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Figure 4.5 The Use of Virtual
Circuits
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Figure 4.6 User Data and X.25
Protocol Control Information
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Frame Relay Networks
Designed to eliminate much of the overhead in
X.25
Call control signaling on separate logical
connection from user data
Multiplexing/switching of logical connections at
layer 2 (not layer 3)
No hop-by-hop flow control and error control
Throughput an order of magnitude higher than
X.25
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Figure 4.7 Comparison of X.25
and Frame Relay Protocol Stacks
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Frame Relay Architecture
X.25 has 3 layers: physical, link, network
Frame Relay has 2 layers: physical and
data link (or LAPF)
LAPF core: minimal data link control
– Preservation of order for frames
– Small probability of frame loss
LAPF control: additional data link or
network layer end-to-end functions
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LAPF Core
Frame delimiting, alignment and
transparency
Frame multiplexing/demultiplexing
Inspection of frame for length constraints
Detection of transmission errors
Congestion control
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User Data Transfer
No control field, which is normally used
for:
– Identify frame type (data or control)
– Sequence numbers
Implication:
– Connection setup/teardown carried on
separate channel
– Cannot do flow and error control
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Frame Relay Call Control
Frame Relay Call Control
Data transfer involves:
– Establish logical connection and DLCI
– Exchange data frames
– Release logical connection
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Frame Relay Call Control
4 message types needed, on the separate
connection dedicated to call control
(DLCI=0)
SETUP
CONNECT
RELEASE
RELEASE COMPLETE