Interconnection Network
in this presentation there are some explain to Interconnection Network , and espically in computer architecture and parallel processing.
The document provides an overview of different routing algorithms:
- It describes shortest path routing and discusses properties like optimality, simplicity, and robustness that routing algorithms should have.
- Common routing algorithms are described briefly, including flooding, distance vector routing, link state routing, and hierarchical routing.
- Specific routing algorithms like Dijkstra's algorithm, flow based routing, and link state routing are explained in more detail through examples.
- Issues with distance vector routing like the count to infinity problem are also covered.
- The talk concludes with hierarchical routing being presented as a solution for scaling routing to larger networks.
This document provides an introduction and overview of using R for data visualization and analysis. It discusses installing both R and RStudio, basics of R programming including data types, vectors, matrices, data frames and control structures. Descriptive statistical analysis functions are also introduced. The document is intended to teach the fundamentals of the R programming language with a focus on data visualization and analysis.
The document discusses various tags used in HTML to format text and structure web pages. It describes common text formatting tags like <b>, <i>, <u> that make text bold, italic, underlined. It also covers block level tags like <p>, <div> for paragraphs and sections. The document provides a comprehensive reference of HTML tags for text styling, multimedia, forms and more.
This document provides an introduction to artificial intelligence, including its history, applications, advantages, and future possibilities. It discusses how AI aims to help machines solve complex problems like humans by borrowing characteristics of human intelligence. The document outlines some key developments in AI's history from early computers in the 1940s to walking robots in 2000. It also describes common AI applications such as expert systems, natural language processing, speech recognition, computer vision, and robotics. Both advantages of medical uses and potential disadvantages like self-modifying computer viruses are mentioned. The future of AI having personal robots or potentially turning against humans is speculated.
This document discusses algorithm design and provides information on various algorithm design techniques. It begins with definitions of an algorithm and algorithm design. It then discusses the importance of algorithm design and some common algorithm design techniques including dynamic programming, graph algorithms, divide and conquer, backtracking, greedy algorithms, and using flowcharts. It also provides brief descriptions and examples of each technique. The document concludes by listing some advantages of designing algorithms such as ease of use, performance, scalability, and stability.
This document discusses hardware and software parallelism in computer systems. It defines hardware parallelism as parallelism enabled by the machine architecture through multiple processors or functional units. Software parallelism refers to parallelism exposed in a program's control and data dependencies. Modern computer architectures require support for both types of parallelism to perform multiple tasks simultaneously. However, there is often a mismatch between the hardware and software parallelism available. For example, a dual-processor system may be able to execute 12 instructions in 6 cycles, but the program's inherent parallelism may only allow completing the instructions in 7 cycles. Achieving optimal parallelism requires coordination between hardware design and software programming.
This document discusses different types of interconnection network topologies for parallel machines. It provides details on:
1) Linear array networks have nodes connected in a line, with diameter of n-1, node degree of 2, and bisection width of 1.
2) Mesh networks connect nodes in a grid, with diameter of 2(n-1), node degree of 4, and bisection width of n for an nXn mesh.
3) Hypercube networks have nodes connected by log2N routing functions, with diameter and node degree of log2N and bisection width of 2n-1 for a network with N nodes.
program partitioning and scheduling IN Advanced Computer ArchitecturePankaj Kumar Jain
Advanced Computer Architecture,Program Partitioning and Scheduling,Program Partitioning & Scheduling,Latency,Levels of Parallelism,Loop-level Parallelism,Subprogram-level Parallelism,Job or Program-Level Parallelism,Communication Latency,Grain Packing and Scheduling,Program Graphs and Packing
This document discusses resource management techniques in distributed systems. It covers three main scheduling techniques: task assignment approach, load balancing approach, and load sharing approach. It also outlines desirable features of good global scheduling algorithms such as having no a priori knowledge about processes, being dynamic in nature, having quick decision-making capability, balancing system performance and scheduling overhead, stability, scalability, fault tolerance, and fairness of service. Finally, it discusses policies for load estimation, process transfer, state information exchange, location, priority assignment, and migration limiting that distributed load balancing algorithms employ.
Clock synchronization in distributed systemSunita Sahu
This document discusses several techniques for clock synchronization in distributed systems:
1. Time stamping events and messages with logical clocks to determine partial ordering without a global clock. Logical clocks assign monotonically increasing sequence numbers.
2. Clock synchronization algorithms like NTP that regularly adjust system clocks across the network to synchronize with a time server. NTP uses averaging to account for network delays.
3. Lamport's logical clocks algorithm that defines "happened before" relations and increments clocks between events to synchronize logical clocks across processes.
The document provides an introduction to distributed systems, defining them as a collection of independent computers that communicate over a network to act as a single coherent system. It discusses the motivation for and characteristics of distributed systems, including concurrency, lack of a global clock, and independence of failures. Architectural categories of distributed systems include tightly coupled and loosely coupled, with examples given of different types of distributed systems such as database management systems, ATM networks, and the internet.
The data link layer, or layer 2, is the second layer of the seven-layer OSI model of computer networking. This layer is the protocol layer that transfers data between adjacent network nodes in a wide area network (WAN) or between nodes on the same local area network (LAN) segment.
nterprocess communication (IPC) is a set of programming interfaces that allow a programmer to coordinate activities among different program processes that can run concurrently in an operating system. This allows a program to handle many user requests at the same time. Since even a single user request may result in multiple processes running in the operating system on the user's behalf, the processes need to communicate with each other. The IPC interfaces make this possible. Each IPC method has its own advantages and limitations so it is not unusual for a single program to use all of the IPC methods.
IPC methods include pipes and named pipes; message queueing;semaphores; shared memory; and sockets.
This document discusses sockets programming in Java. It covers server sockets, which listen for incoming client connections, and client sockets, which connect to servers. It describes how to create server and client sockets in Java using the ServerSocket and Socket classes. Examples are provided of simple Java programs to implement a TCP/IP server and client using sockets.
This document discusses different distributed computing system (DCS) models:
1. The minicomputer model consists of a few minicomputers with remote access allowing resource sharing.
2. The workstation model consists of independent workstations scattered throughout a building where users log onto their home workstation.
3. The workstation-server model includes minicomputers, diskless and diskful workstations, and centralized services like databases and printing.
It provides an overview of the key characteristics and advantages of different DCS models.
Process scheduling involves assigning system resources like CPU time to processes. There are three levels of scheduling - long, medium, and short term. The goals of scheduling are to minimize turnaround time, waiting time, and response time for users while maximizing throughput, CPU utilization, and fairness for the system. Common scheduling algorithms include first come first served, priority scheduling, shortest job first, round robin, and multilevel queue scheduling. Newer algorithms like fair share scheduling and lottery scheduling aim to prevent starvation.
There are 5 levels of virtualization implementation:
1. Instruction Set Architecture Level which uses emulation to run inherited code on different hardware.
2. Hardware Abstraction Level which uses a hypervisor to virtualize hardware components and allow multiple users to use the same hardware simultaneously.
3. Operating System Level which creates an isolated container on the physical server that functions like a virtual server.
4. Library Level which uses API hooks to control communication between applications and the system.
5. Application Level which virtualizes only a single application rather than an entire platform.
Static modeling represents the static elements of software such as classes, objects, and interfaces and their relationships. It includes class diagrams and object diagrams. Class diagrams show classes, attributes, and relationships between classes. Object diagrams show instances of classes and their properties. Dynamic modeling represents the behavior and interactions of static elements through interaction diagrams like sequence diagrams and communication diagrams, as well as activity diagrams.
This document provides an overview of key concepts in network layer design, including:
- Store-and-forward packet switching and the services provided to the transport layer.
- Implementation of connectionless and connection-oriented services, and comparison of virtual circuits and datagrams.
- Routing algorithms like shortest path, flooding, distance vector, link state, and hierarchical routing.
- Quality of service techniques including integrated services, differentiated services, and MPLS.
- Internetworking issues such as connecting different networks, concatenated virtual circuits, tunneling, and fragmentation.
- An overview of the network layer in the Internet including IP, addressing, routing protocols like OSPF and BGP, and
This document provides an overview of distributed operating systems, including:
- A distributed operating system runs applications on multiple connected computers that look like a single centralized system to users. It distributes jobs across processors for efficient processing.
- Early research began in the 1950s with systems like DYSEAC and Lincoln TX-2 that exhibited distributed control features. Major development occurred from the 1970s-1990s, though few systems achieved commercial success.
- Key considerations in designing distributed operating systems include transparency, inter-process communication, process management, resource management, reliability, and performance. Examples of distributed operating systems include Windows Server and Linux-based systems.
System Interconnect Architectures,Network Properties and Routing,Linear Array,
Ring and Chordal Ring,
Barrel Shifter,
Tree and Star,
Fat Tree,
Mesh and Torus,Dynamic InterConnection Networks,Dynamic bus ,Switch Modules
,Multistage Networks,Omega Network,Baseline Network,Crossbar Networks
The document discusses key concepts related to distributed file systems including:
1. Files are accessed using location transparency where the physical location is hidden from users. File names do not reveal storage locations and names do not change when locations change.
2. Remote files can be mounted to local directories, making them appear local while maintaining location independence. Caching is used to reduce network traffic by storing recently accessed data locally.
3. Fault tolerance is improved through techniques like stateless server designs, file replication across failure independent machines, and read-only replication for consistency. Scalability is achieved by adding new nodes and using decentralized control through clustering.
The document summarizes the counterpropagation neural network algorithm. It consists of an input layer, a Kohonen hidden layer that clusters inputs, and a Grossberg output layer. The algorithm identifies the winning hidden neuron that is most activated by the input. The output is then calculated as the weight between the winning hidden neuron and the output neurons, providing a coarse approximation of the input-output mapping.
The document discusses parallelism and techniques to improve computer performance through parallel execution. It describes instruction level parallelism (ILP) where multiple instructions can be executed simultaneously through techniques like pipelining and superscalar processing. It also discusses processor level parallelism using multiple processors or processor cores to concurrently execute different tasks or threads.
This document discusses multiprocessor systems, including their interconnection structures, interprocessor arbitration, communication and synchronization, and cache coherence. Multiprocessor systems connect two or more CPUs with shared memory and I/O to improve reliability and enable parallel processing. They use various interconnection structures like buses, switches, and hypercubes. Arbitration logic manages shared resources and bus access. Synchronization ensures orderly access to shared data through techniques like semaphores. Cache coherence protocols ensure data consistency across processor caches and main memory.
This document discusses hardware and software parallelism in computer systems. It defines hardware parallelism as parallelism enabled by the machine architecture through multiple processors or functional units. Software parallelism refers to parallelism exposed in a program's control and data dependencies. Modern computer architectures require support for both types of parallelism to perform multiple tasks simultaneously. However, there is often a mismatch between the hardware and software parallelism available. For example, a dual-processor system may be able to execute 12 instructions in 6 cycles, but the program's inherent parallelism may only allow completing the instructions in 7 cycles. Achieving optimal parallelism requires coordination between hardware design and software programming.
This document discusses different types of interconnection network topologies for parallel machines. It provides details on:
1) Linear array networks have nodes connected in a line, with diameter of n-1, node degree of 2, and bisection width of 1.
2) Mesh networks connect nodes in a grid, with diameter of 2(n-1), node degree of 4, and bisection width of n for an nXn mesh.
3) Hypercube networks have nodes connected by log2N routing functions, with diameter and node degree of log2N and bisection width of 2n-1 for a network with N nodes.
program partitioning and scheduling IN Advanced Computer ArchitecturePankaj Kumar Jain
Advanced Computer Architecture,Program Partitioning and Scheduling,Program Partitioning & Scheduling,Latency,Levels of Parallelism,Loop-level Parallelism,Subprogram-level Parallelism,Job or Program-Level Parallelism,Communication Latency,Grain Packing and Scheduling,Program Graphs and Packing
This document discusses resource management techniques in distributed systems. It covers three main scheduling techniques: task assignment approach, load balancing approach, and load sharing approach. It also outlines desirable features of good global scheduling algorithms such as having no a priori knowledge about processes, being dynamic in nature, having quick decision-making capability, balancing system performance and scheduling overhead, stability, scalability, fault tolerance, and fairness of service. Finally, it discusses policies for load estimation, process transfer, state information exchange, location, priority assignment, and migration limiting that distributed load balancing algorithms employ.
Clock synchronization in distributed systemSunita Sahu
This document discusses several techniques for clock synchronization in distributed systems:
1. Time stamping events and messages with logical clocks to determine partial ordering without a global clock. Logical clocks assign monotonically increasing sequence numbers.
2. Clock synchronization algorithms like NTP that regularly adjust system clocks across the network to synchronize with a time server. NTP uses averaging to account for network delays.
3. Lamport's logical clocks algorithm that defines "happened before" relations and increments clocks between events to synchronize logical clocks across processes.
The document provides an introduction to distributed systems, defining them as a collection of independent computers that communicate over a network to act as a single coherent system. It discusses the motivation for and characteristics of distributed systems, including concurrency, lack of a global clock, and independence of failures. Architectural categories of distributed systems include tightly coupled and loosely coupled, with examples given of different types of distributed systems such as database management systems, ATM networks, and the internet.
The data link layer, or layer 2, is the second layer of the seven-layer OSI model of computer networking. This layer is the protocol layer that transfers data between adjacent network nodes in a wide area network (WAN) or between nodes on the same local area network (LAN) segment.
nterprocess communication (IPC) is a set of programming interfaces that allow a programmer to coordinate activities among different program processes that can run concurrently in an operating system. This allows a program to handle many user requests at the same time. Since even a single user request may result in multiple processes running in the operating system on the user's behalf, the processes need to communicate with each other. The IPC interfaces make this possible. Each IPC method has its own advantages and limitations so it is not unusual for a single program to use all of the IPC methods.
IPC methods include pipes and named pipes; message queueing;semaphores; shared memory; and sockets.
This document discusses sockets programming in Java. It covers server sockets, which listen for incoming client connections, and client sockets, which connect to servers. It describes how to create server and client sockets in Java using the ServerSocket and Socket classes. Examples are provided of simple Java programs to implement a TCP/IP server and client using sockets.
This document discusses different distributed computing system (DCS) models:
1. The minicomputer model consists of a few minicomputers with remote access allowing resource sharing.
2. The workstation model consists of independent workstations scattered throughout a building where users log onto their home workstation.
3. The workstation-server model includes minicomputers, diskless and diskful workstations, and centralized services like databases and printing.
It provides an overview of the key characteristics and advantages of different DCS models.
Process scheduling involves assigning system resources like CPU time to processes. There are three levels of scheduling - long, medium, and short term. The goals of scheduling are to minimize turnaround time, waiting time, and response time for users while maximizing throughput, CPU utilization, and fairness for the system. Common scheduling algorithms include first come first served, priority scheduling, shortest job first, round robin, and multilevel queue scheduling. Newer algorithms like fair share scheduling and lottery scheduling aim to prevent starvation.
There are 5 levels of virtualization implementation:
1. Instruction Set Architecture Level which uses emulation to run inherited code on different hardware.
2. Hardware Abstraction Level which uses a hypervisor to virtualize hardware components and allow multiple users to use the same hardware simultaneously.
3. Operating System Level which creates an isolated container on the physical server that functions like a virtual server.
4. Library Level which uses API hooks to control communication between applications and the system.
5. Application Level which virtualizes only a single application rather than an entire platform.
Static modeling represents the static elements of software such as classes, objects, and interfaces and their relationships. It includes class diagrams and object diagrams. Class diagrams show classes, attributes, and relationships between classes. Object diagrams show instances of classes and their properties. Dynamic modeling represents the behavior and interactions of static elements through interaction diagrams like sequence diagrams and communication diagrams, as well as activity diagrams.
This document provides an overview of key concepts in network layer design, including:
- Store-and-forward packet switching and the services provided to the transport layer.
- Implementation of connectionless and connection-oriented services, and comparison of virtual circuits and datagrams.
- Routing algorithms like shortest path, flooding, distance vector, link state, and hierarchical routing.
- Quality of service techniques including integrated services, differentiated services, and MPLS.
- Internetworking issues such as connecting different networks, concatenated virtual circuits, tunneling, and fragmentation.
- An overview of the network layer in the Internet including IP, addressing, routing protocols like OSPF and BGP, and
This document provides an overview of distributed operating systems, including:
- A distributed operating system runs applications on multiple connected computers that look like a single centralized system to users. It distributes jobs across processors for efficient processing.
- Early research began in the 1950s with systems like DYSEAC and Lincoln TX-2 that exhibited distributed control features. Major development occurred from the 1970s-1990s, though few systems achieved commercial success.
- Key considerations in designing distributed operating systems include transparency, inter-process communication, process management, resource management, reliability, and performance. Examples of distributed operating systems include Windows Server and Linux-based systems.
System Interconnect Architectures,Network Properties and Routing,Linear Array,
Ring and Chordal Ring,
Barrel Shifter,
Tree and Star,
Fat Tree,
Mesh and Torus,Dynamic InterConnection Networks,Dynamic bus ,Switch Modules
,Multistage Networks,Omega Network,Baseline Network,Crossbar Networks
The document discusses key concepts related to distributed file systems including:
1. Files are accessed using location transparency where the physical location is hidden from users. File names do not reveal storage locations and names do not change when locations change.
2. Remote files can be mounted to local directories, making them appear local while maintaining location independence. Caching is used to reduce network traffic by storing recently accessed data locally.
3. Fault tolerance is improved through techniques like stateless server designs, file replication across failure independent machines, and read-only replication for consistency. Scalability is achieved by adding new nodes and using decentralized control through clustering.
The document summarizes the counterpropagation neural network algorithm. It consists of an input layer, a Kohonen hidden layer that clusters inputs, and a Grossberg output layer. The algorithm identifies the winning hidden neuron that is most activated by the input. The output is then calculated as the weight between the winning hidden neuron and the output neurons, providing a coarse approximation of the input-output mapping.
The document discusses parallelism and techniques to improve computer performance through parallel execution. It describes instruction level parallelism (ILP) where multiple instructions can be executed simultaneously through techniques like pipelining and superscalar processing. It also discusses processor level parallelism using multiple processors or processor cores to concurrently execute different tasks or threads.
This document discusses multiprocessor systems, including their interconnection structures, interprocessor arbitration, communication and synchronization, and cache coherence. Multiprocessor systems connect two or more CPUs with shared memory and I/O to improve reliability and enable parallel processing. They use various interconnection structures like buses, switches, and hypercubes. Arbitration logic manages shared resources and bus access. Synchronization ensures orderly access to shared data through techniques like semaphores. Cache coherence protocols ensure data consistency across processor caches and main memory.
This document discusses message passing architectures. The key points are:
1) Message passing architectures allow processors to communicate data without a global memory by sending messages. Each processor has local memory and communicates via messages.
2) Important factors in message passing networks are link bandwidth and network latency.
3) Processes running on different processors use external channels to exchange messages, while processes on the same processor use internal channels. This avoids the need for synchronization.
The document is a lecture on various data models for databases, including the object oriented model, network model, hierarchical model, and relational model. It provides details on the concepts, structures, relationships, and query languages associated with each model. It also discusses mapping models to files and includes examples to illustrate concepts. The lecture is presented by Sumit Mittu and includes 41 slides.
This document discusses dataflow architectures and is divided into several sections. It begins by covering the evolution of dataflow computers and describing dataflow graphs. It then distinguishes between static and dynamic dataflow computers, describing examples of each. The document outlines pure dataflow machines such as the TTDA as well as explicit token store machines like the Monsoon. Finally, it discusses hybrid and unified architectures that combine aspects of von Neumann and dataflow models, and compares dataflow and control flow processing.
The document discusses different network topologies including mesh, star, bus, ring, tree, and hybrid topologies. For each topology, it describes the logical layout, advantages, disadvantages, and examples of applications. Mesh topology has every device connected to every other device but requires a large amount of cabling. Star topology has each device connected to a central hub, requiring less cabling than mesh. Bus topology uses a single backbone that devices connect to via taps. Ring topology passes signals in one direction between devices connected in a closed loop. Tree topology connects multiple star networks. A hybrid uses elements of different topologies under a single backbone. Factors like cost, cable needs, growth and cable type should be considered when choosing a topology
The document discusses parallel algorithms and their analysis. It introduces a simple parallel algorithm for adding n numbers using log n steps. Parallel algorithms are analyzed based on their time complexity, processor complexity, and work complexity. For adding n numbers in parallel, the time complexity is O(log n), processor complexity is O(n), and work complexity is O(n log n). The document also discusses models of parallel computation like PRAM and designs of parallel architectures like meshes and hypercubes.
In a network, one-to-all broadcasting is the process of disseminating messages from a source node to all the nodes existing in the network through successive data transmissions between pairs of nodes. Broadcasting is the most primary communication process in a network. In this paper, we study on multiport wormhole-routed multicomputers where nodes are able to send multiple messages into the network at a
time. We propose efficient broadcast algorithms in multi-port wormhole-routed multicomputers which are characterized by 3D mesh topology. The proposed algorithm Three-Dimension Broadcast Layers (3-DBl) is designed such that can send messages to destinations within two start-up communication phases for each 2-D mesh. The second proposed algorithm Three-Dimension Broadcast Surfaces (3-DBS) is designed such that can send messages to destinations within six start-up communication phases. The performance study in
this paper clearly shows the advantage of the proposed algorithm.
VTU 5TH SEM CSE COMPUTER NETWORKS-1 (DATA COMMUNICATION) SOLVED PAPERSvtunotesbysree
The document provides information about the OSI reference model and network types:
1) It describes the seven layers of the OSI model and gives the main responsibilities and other duties of each layer, from the physical layer up to the application layer.
2) It explains the two categories of networks - LANs and WANs. LANs are used to connect devices within a single building, while WANs connect devices across large geographical areas.
3) It compares and contrasts LANs and WANs based on parameters like range, speed, cost, fault tolerance, and media used.
The document discusses different types of system interconnect architectures used for internal connections between processors, memory modules, and I/O devices or for distributed networking of multicomputer nodes. It describes static networks like linear arrays, rings, meshes, and tori that use direct point-to-point connections and dynamic networks like buses and multistage networks that use switched channels to dynamically configure connections based on communication demands. It also covers properties, routing functions, throughput, and factors that affect performance of different network topologies.
The document defines and compares different types of computer networks and network topologies. It defines local area networks (LANs), metropolitan area networks (MANs), and wide area networks (WANs), and discusses their key differences in size and geographic reach. It also outlines three common network topologies - bus, ring, and star - and compares their structures and properties such as ease of adding/removing nodes and handling failures.
The document defines and compares different types of computer networks and network topologies. It discusses local area networks (LANs), metropolitan area networks (MANs), and wide area networks (WANs), and how they differ based on geographic scope. It also covers common network architectures like client-server and peer-to-peer, and topologies like bus, ring, and star networks, explaining their basic structures and differences.
Packet Loss and Overlay Size Aware Broadcast in the Kademlia P2P SystemIDES Editor
Kademlia is a structured peer-to-peer (P2P)
application level network, which implements a distributed
hash table (DHT). Its key-value storage and lookup service is
made efficient and reliable by its well-designed binary tree
topology and dense mesh of connections between participant
nodes. While it can carry out data storage and retrieval in
logarithmic time if the key assigned to the value in question
is precisely known, no complex queries of any kind are
supported. In this article a broadcast algorithm for the
Kademlia network is presented, which can be used to
implement such queries. The replication scheme utilized is
compatible with the lookup algorithm of Kademlia, and it
uses the same routing tables. The reliability (coverage) of the
algorithm is increased by assigning the responsibility of
disseminating the broadcast message to many nodes at the
same time. The article presents a model validated with
simulation as well. The model can be used by nodes at runtime
to calculate the required level of replication for any desired
level of coverage. This calculation can take node churn, packet
loss ratio and the size of the overlay into account.
The document discusses using a mathematical model to analyze how adding supplementary sensor nodes near base stations could increase network lifetime by reducing the energy burden on nodes closest to the base stations. The results show that for some networks, adding only a limited number of extra nodes could quadruple network lifetime. However, the potential gain depends heavily on the existing fraction of nodes near the base stations.
This document provides an outline and overview of a course on computer communication and networks. It discusses key topics that will be covered like network models, the physical layer, data link layer, network layer, transport layer, and application layer. It also defines some basic concepts of computer networks like transmission media, data transmission, and the components of a communication system including messages, senders, receivers, and transmission medium. Examples of different network topologies like point-to-point, multipoint, mesh, star, bus, ring, and tree/hybrid are presented along with their characteristics. Modes of transmission like simplex, half-duplex, and full-duplex are also defined. The document concludes with an overview of local
This document discusses and compares different topologies for interconnection networks in parallel and distributed systems. It describes static interconnection networks like complete graphs, linear arrays, rings, d-dimensional meshes, d-dimensional toruses, and k-dimensional hypercubes. For each topology, it provides the degree, diameter, edge connectivity, and bisection bandwidth to characterize the properties of the network. The document explains that different topologies provide different tradeoffs between properties like hardware cost, fault tolerance, message transmission time, and data throughput.
This document contains questions and answers related to communication networks. It covers topics like data communication, network criteria, characteristics of data communication systems, advantages of distributed processing, need for protocols and standards, topologies, active and passive hubs, peer-to-peer vs primary-secondary relationships, OSI layers and their functions, framing, error detection methods like parity checks, checksums, and cyclic redundancy checks, flow control methods like stop-and-wait and sliding windows, error correction, HDLC frames and fields, LAN architectures like Ethernet, token bus, token ring, and FDDI.
Iaetsd game theory and auctions for cooperation inIaetsd Iaetsd
This document summarizes game theory and auction approaches for encouraging cooperation in wireless networks. It first discusses how cooperative communication can improve wireless capacity by exploiting antennas across devices. However, applying cooperation is challenging because nodes lack incentives to help. The document surveys existing game theoretic solutions for providing cooperation incentives. It outlines classification of games, concepts like Nash equilibrium, and how game theory has been applied in contexts like the relay dilemma game and Stackelberg game to model node interactions and identify stable cooperation strategies.
Investigating the Performance of NoC Using Hierarchical Routing ApproachIJERA Editor
The Network-on-Chip (NoC) model has appeared as a revolutionary methodology for incorporatingmany number of intellectual property (IP) blocks in a die. As said by the International Roadmap for Semiconductors (ITRS), it is must to scale down the device size. In order to reduce the device long interconnection should be avoided. For that, new interconnect patterns are need. Three-dimensional ICs are proficient of achieving superior performance, resistance against noise and lower interconnect power consumption compared to traditional planar ICs. In this paper, network data routed by Hierarchical methodology. We are analyzing total number of logic gates and registers, power consumption and delay when different bits of data transmitted using Quartus II software.
Investigating the Performance of NoC Using Hierarchical Routing ApproachIJERA Editor
The Network-on-Chip (NoC) model has appeared as a revolutionary methodology for incorporatingmany number of intellectual property (IP) blocks in a die. As said by the International Roadmap for Semiconductors (ITRS), it is must to scale down the device size. In order to reduce the device long interconnection should be avoided. For that, new interconnect patterns are need. Three-dimensional ICs are proficient of achieving superior performance, resistance against noise and lower interconnect power consumption compared to traditional planar ICs. In this paper, network data routed by Hierarchical methodology. We are analyzing total number of logic gates and registers, power consumption and delay when different bits of data transmitted using Quartus II software.
computer networking and its application pptNitesh Dubey
This document provides an overview of computer networks, including definitions, types, architectures, topologies, and applications. It defines a computer network as a system of interconnected computers that allows for the transfer of information. The three main types of networks discussed are local area networks (LANs), metropolitan area networks (MANs), and wide area networks (WANs). LANs are smallest in size and cover a small physical area like a home or office, while WANs are the largest and span large distances like countries. Client-server and peer-to-peer are described as the two main network architectures. The document also outlines different network topologies including bus, star, ring, tree and mesh, and provides examples of
Network-on-Chip (NoC) is a new approach for designing the communication subsystem among IP cores in a System-on-Chip (SoC). NoC applies networking theory and related methods to on-chip communication and brings out notable improvements over conventional bus and crossbar interconnections. NoC offers a great improvement over the issues like scalability, productivity, power efficiency and signal integrity challenges of complex SoC design. In an NoC, the communication among different nodes is achieved by routing packets through a pre-designed network fabric according to some routing algorithm. Therefore, architecture and related routing algorithm play an important role to the improvement of overall performance of an NoC. A Diametrical 2D Mesh routing architecture has the facility of having some additional diagonal links with simple 2D Mesh architecture. In this work, we have proposed a Modified Extended 2D routing algorithm for this architecture, which will ensure that a packet always reaches the destination through the possible shortest path, and the path is always deadlock free.
This document discusses wireless sensor networks and their components. It begins with an introduction that describes how wireless sensor networks provide sensory data to smart environments from distributed sensor locations. It then discusses the key components of wireless sensor networks, including network topologies (mesh, star, ring, bus), communication protocols, routing techniques, power management, and hierarchical network structures. The goal is to outline the basic concepts and challenges in designing wireless sensor networks.
This document contains questions and answers related to computer networks for students studying in 5th and 6th semester of B.Tech programs in IT, ECE, and CSE.
It defines computer networks as a collection of autonomous computers interconnected by a single technology to exchange information. It discusses six basic network topologies - bus, ring, star, tree, mesh, and hybrid - outlining their characteristics, advantages, and disadvantages.
It lists three main applications of computer networks: providing access to remote information, enabling communication through email and video conferencing, and entertainment through video on demand and online games.
It provides an overview of the seven-layer OSI reference model, describing the functions of each layer including the
The document discusses AND/OR graphs, which are a type of graph or tree used to represent solutions to problems that can be decomposed into smaller subproblems. AND/OR graphs have nodes that represent goals or states, with successors labeled as either AND or OR branches. AND branches signify subgoals that must all be achieved to satisfy the parent goal, while OR branches indicate alternative subgoals that could achieve the parent goal. The graph helps model how decomposed subproblems relate and their solutions combine to solve the overall problem.
This document provides an introduction to Markov models and hidden Markov models. It explains that Markov models make the assumption that the probability of future states depends only on the present state, not on the sequence of events that preceded it. This allows weather prediction to be modeled based on the probability of today's weather given only yesterday's weather. Hidden Markov models add the complexity that the true states are hidden and can only be inferred from observable events, like whether an umbrella was carried based on the actual sunny, rainy, or foggy weather. The document gives examples of calculating state probabilities using these types of models.
This document discusses image classification. It defines image classification as assigning pixels in an image to categories or classes of interest based on features extracted from the image. It describes classification as a process that maps unlabeled instances to predefined classes. Supervised learning involves a teacher to form mappings from data to classes, while unsupervised learning explores data distributions without a teacher. The document outlines the process of image classification which involves training a classifier on labeled images to learn class representations, then evaluating it on unlabeled test images. Applications of image classification include medical imaging, urban planning, and visual search.
Registration is a process that transforms multiple sets of data into a common coordinate system, allowing comparison and integration of data obtained from different measurements or viewpoints. It is used in applications like computer vision, medical imaging, and satellite imagery analysis. The registration process is necessary to align data collected under different conditions into a unified view.
The document discusses various factors that affect the mapping of light intensity arriving at a camera lens to digital pixel values stored in an image file. It describes the radiometric response function, vignetting, and point spread function, which characterize how light is mapped and degraded by the camera imaging system. Sources of noise during image sensing and processing steps are also outlined. Methods to model and remove vignetting effects as well as deconvolve blur and noise in images using estimated point spread functions and noise levels are presented.
Polygon Drawing
CG Seminar
By Ali Abdul_Zahraa
This document discusses polygons in computer graphics. It defines polygons as 2D shapes bounded by line segments and vertices. The main types of polygons are convex, concave, and complex. Convex polygons have interior angles less than 180 degrees, while concave polygons have at least one interior angle greater than 180 degrees. The document also covers regular and irregular polygons, polygon rendering processes like scan conversion and rasterization, and algorithms for 2D and 3D polygon drawing.
This document discusses polygons in computer graphics. It defines a polygon as a 2D shape bounded by line segments. There are different types of polygons including convex, concave, and complex. It also discusses algorithms for drawing 2D and 3D polygons, including using a frame buffer and the parity test to determine what parts of a scan line are inside the polygon. Key steps in polygon rendering algorithms are sorting edge crossings and filling between edge pairs.
Features image processing and ExtactionAli A Jalil
This document discusses various techniques for extracting features and representing shapes from images, including:
1. External representations based on boundary properties and internal representations based on texture and statistical moments.
2. Principal component analysis (PCA) is mentioned as a statistical method for feature extraction.
3. Feature vectors are described as arrays that encode measured features of an image numerically, symbolically, or both.
This document discusses text mining and provides an outline of the topic. It defines text mining as the analysis of natural language text data and explains why it is useful given the large amount of unstructured data. The document then describes the basic text mining process, which includes steps like filtering, segmentation, stemming, eliminating excessive words, and clustering. Several applications of text mining are mentioned like call centers, anti-spam, and market intelligence. Challenges of text mining like dealing with unstructured data and large collections of documents are also outlined.
Protective function of skin, protection from mechanical blow, UV rays, regulation of water and electrolyte balance, absorptive activity, secretory activity, excretory activity, storage activity, synthetic activity, sensory activity, role of sweat glands regarding heat loss, cutaneous receptors and stratum corneum
Examining Visual Attention in Gaze-Driven VR Learning: An Eye-Tracking Study ...Yasasi Abeysinghe
This study presents an eye-tracking user study for analyzing visual attention in a gaze-driven VR learning environment using a consumer-grade Meta Quest Pro VR headset. Eye tracking data were captured through the headset's built-in eye tracker. We then generated basic and advanced eye-tracking measures—such as fixation duration, saccade amplitude, and the ambient/focal attention coefficient K—as indicators of visual attention within the VR setting. The generated gaze data are visualized in an advanced gaze analytics dashboard, enabling us to assess users' gaze behaviors and attention during interactive VR learning tasks. This study contributes by proposing a novel approach for integrating advanced eye-tracking technology into VR learning environments, specifically utilizing consumer-grade head-mounted displays.
DNA Profiling and STR Typing in Forensics: From Molecular Techniques to Real-...home
This comprehensive assignment explores the pivotal role of DNA profiling and Short Tandem Repeat (STR) analysis in forensic science and genetic studies. The document begins by laying the molecular foundations of DNA, discussing its double helix structure, the significance of genetic variation, and how forensic science exploits these variations for human identification.
The historical journey of DNA fingerprinting is thoroughly examined, highlighting the revolutionary contributions of Dr. Alec Jeffreys, who first introduced the concept of using repetitive DNA regions for identification. Real-world forensic breakthroughs, such as the Colin Pitchfork case, illustrate the life-saving potential of this technology.
A detailed breakdown of traditional and modern DNA typing methods follows, including RFLP, VNTRs, AFLP, and especially PCR-based STR analysis, now considered the gold standard in forensic labs worldwide. The principles behind STR marker types, CODIS loci, Y-chromosome STRs, and the capillary electrophoresis (CZE) method are thoroughly explained. The steps of DNA profiling—from sample collection and amplification to allele detection using electropherograms (EPGs)—are presented in a clear and systematic manner.
Beyond crime-solving, the document explores the diverse applications of STR typing:
Monitoring cell line authenticity
Detecting genetic chimerism
Tracking bone marrow transplant engraftment
Studying population genetics
Investigating evolutionary history
Identifying lost individuals in mass disasters
Ethical considerations and potential misuse of DNA data are acknowledged, emphasizing the need for careful policy and regulation.
Whether you're a biotechnology student, a forensic professional, or a researcher, this document offers an in-depth look at how DNA and STRs transform science, law, and society.
Structure formation with primordial black holes: collisional dynamics, binari...Sérgio Sacani
Primordial black holes (PBHs) could compose the dark matter content of the Universe. We present the first simulations of cosmological structure formation with PBH dark matter that consistently include collisional few-body effects, post-Newtonian orbit corrections, orbital decay due to gravitational wave emission, and black-hole mergers. We carefully construct initial conditions by considering the evolution during radiation domination as well as early-forming binary systems. We identify numerous dynamical effects due to the collisional nature of PBH dark matter, including evolution of the internal structures of PBH halos and the formation of a hot component of PBHs. We also study the properties of the emergent population of PBH binary systems, distinguishing those that form at primordial times from those that form during the nonlinear structure formation process. These results will be crucial to sharpen constraints on the PBH scenario derived from observational constraints on the gravitational wave background. Even under conservative assumptions, the gravitational radiation emitted over the course of the simulation appears to exceed current limits from ground-based experiments, but this depends on the evolution of the gravitational wave spectrum and PBH merger rate toward lower redshifts.
VERMICOMPOSTING A STEP TOWARDS SUSTAINABILITY.pptxhipachi8
Vermicomposting: A sustainable practice converting organic waste into nutrient-rich fertilizer using worms, promoting eco-friendly agriculture, reducing waste, and supporting environmentally conscious gardening and farming practices naturally.
Lipids: Classification, Functions, Metabolism, and Dietary RecommendationsSarumathi Murugesan
This presentation offers a comprehensive overview of lipids, covering their classification, chemical composition, and vital roles in the human body and diet. It details the digestion, absorption, transport, and metabolism of fats, with special emphasis on essential fatty acids, sources, and recommended dietary allowances (RDA). The impact of dietary fat on coronary heart disease and current recommendations for healthy fat consumption are also discussed. Ideal for students and professionals in nutrition, dietetics, food science, and health sciences.
Poultry require at least 38 dietary nutrients inappropriate concentrations for a balanced diet. A nutritional deficiency may be due to a nutrient being omitted from the diet, adverse interaction between nutrients in otherwise apparently well-fortified diets, or the overriding effect of specific anti-nutritional factors.
Major components of foods are – Protein, Fats, Carbohydrates, Minerals, Vitamins
Vitamins are A- Fat soluble vitamins: A, D, E, and K ; B - Water soluble vitamins: Thiamin (B1), Riboflavin (B2), Nicotinic acid (niacin), Pantothenic acid (B5), Biotin, folic acid, pyriodxin and cholin.
Causes: Low levels of vitamin A in the feed. oxidation of vitamin A in the feed, errors in mixing and inter current disease, e.g. coccidiosis , worm infestation
Clinical signs: Lacrimation (ocular discharge), White cheesy exudates under the eyelids (conjunctivitis). Sticky of eyelids and (xerophthalmia). Keratoconjunctivitis.
Watery discharge from the nostrils. Sinusitis. Gasping and sneezing. Lack of yellow pigments,
Respiratory sings due to affection of epithelium of the respiratory tract.
Lesions:
Pseudo diphtheritic membrane in digestive and respiratory system (Keratinized epithelia).
Nutritional roup: respiratory sings due to affection of epithelium of the respiratory tract.
Pustule like nodules in the upper digestive tract (buccal cavity, pharynx, esophagus).
The urate deposits may be found on other visceral organs
Treatment:
Administer 3-5 times the recommended levels of vitamin A @ 10000 IU/ KG ration either through water or feed.
Lesions:
Pseudo diphtheritic membrane in digestive and respiratory system (Keratinized epithelia).
Nutritional roup: respiratory sings due to affection of epithelium of the respiratory tract.
Pustule like nodules in the upper digestive tract (buccal cavity, pharynx, esophagus).
The urate deposits may be found on other visceral organs
Treatment:
Administer 3-5 times the recommended levels of vitamin A @ 10000 IU/ KG ration either through water or feed.
Lesions:
Pseudo diphtheritic membrane in digestive and respiratory system (Keratinized epithelia).
Nutritional roup: respiratory sings due to affection of epithelium of the respiratory tract.
Pustule like nodules in the upper digestive tract (buccal cavity, pharynx, esophagus).
The urate deposits may be found on other visceral organs
Treatment:
Administer 3-5 times the recommended levels of vitamin A @ 10000 IU/ KG ration either through water or feed.
Body temperature_chemical thermogenesis_hypothermia_hypothermiaMetabolic acti...muralinath2
Homeothermic animals, poikilothermic animals, metabolic activities, muscular activities, radiation of heat from environment, shivering, brown fat tissue, temperature, cinduction, convection, radiation, evaporation, panting, chemical thermogenesis, hyper pyrexia, hypothermia, second law of thermodynamics, mild hypothrtmia, moderate hypothermia, severe hypothertmia, low-grade fever, moderate=grade fever, high-grade fever, heat loss center, heat gain center
2. History
Networking strategy was originally
employed in the 1950's by the
telephone industry as a means of
reducing the time required for a call to
go through.
Similarly, the computer industry
employs networking strategy to provide
fast communication between computer
subparts, particularly with regard to
parallel machines.
3. • The performance requirements of many
applications, such as weather prediction, signal
processing, radar tracking, and image
processing, far exceed the capabilities of
single-processor architectures.
• Parallel machines break a single problem
down into parallel tasks that are performed
concurrently, reducing significantly the
application processing time.
Why ???
4. Why???
• Any parallel system that employs more than one
processor per application program must be
designed to allow its processors to communicate
efficiently; otherwise, the advantages of parallel
processing may be negated by inefficient
communication.
• This fact emphasizes the importance of
interconnection networks to overall parallel
system performance.
• In many proposed or existing parallel processing
architectures, an interconnection network is used
to realize transportation of data between
5. Fundamentals
• In multiprocessor systems, there are multiple
processing elements, multiple I/O modules,
and multiple memory modules.
• Each processor can access any of the
memory modules and any of the I/O units.
• The connectivity between these is performed
by interconnection networks.
• In case of multiprocessor systems, the
performance will be severely affected in case
the data exchange between processors is
delayed.
6. Fundamentals …
• The multiprocessor system has one global
shared memory and each processor has a
small local memory.
• The processors can access data from
memory associated with another processor or
from shared memory using an interconnection
network.
• Thus, interconnection networks play a central
role in determining the overall performance of
the multiprocessor systems.
7. The architecture of a general multiprocessor is
shown in Figure 1. In the multiprocessor
systems, these are multiple processor modules
(each processor module consists of a
processing element, small sized local memory
and cache memory), shared global memory and
shared peripheral devices.
8. Module communicates with other modules shared memory and
peripheral devices using interconnection networks.
9. NETWORK TOPOLOGY
Network topology refers to the layouts of links
and switch boxes that establish interconnections.
There are two groups of network topologies:
static and dynamic.
Static networks provide fixed connections
between nodes. (A node can be a processing unit,
a memory module, an I/O module, or any
combination thereof.)
With a static network, links between nodes are
unchangeable and cannot be easily reconfigured.
Dynamic networks provide reconfigurable
connections between nodes.
10. Static Networks
There are various types of static
networks, all of which are characterized
by their node degree;
node degree is the number of links
(edges) connected to the node.
Some well-known static networks are the
following:
Degree 1: shared bus
Degree 2: linear array, ring
Degree 3: binary tree, fat tree, shuffle-exchange
Degree 4: two-dimensional mesh (Illiac, torus)
Varying degree: n-cube, n-dimensional mesh, k-ary
n-cube
11. Diameter
• A measurement unit, called diameter, can be
used to compare the relative performance
characteristics of different networks.
• More specifically, the diameter of a network is
defined as the largest minimum distance
between any pair of nodes.
• The minimum distance between a pair of
nodes is the minimum number of
communication links (hops) that data from one
of the nodes must traverse in order to reach
the other node.
13. Hyper Cube: A Hypercube interconnection network is an
extension of cube network.
Hypercube interconnection network for n ≥ 3, can be
defined recursively as follows:
For n = 3, it cube network in which nodes are assigned
number 0, 1, ……,7 in binary. In other words, one of the
nodes is assigned a label 000, another one as 001….
and the last node as 111.
Then any node can communicate with any other node if
their labels differ in exactly one place, e.g., the node with
label 101 may communicate directly with 001, 000 and
111.
For n > 3, a hypercube can be defined recursively as
follows:
Take two hypercubes of dimension (n – 1) each having
(n –1) bits labels as 00….0, ……11…..1
14. For n = 4 we draw 4-dimensional
hypercube as show in Figure 3
16. For example, as shown in Figure 4, to route a
packet from node 0 to node 5, the packet could
go through two different paths, P1 and P2.
Here T=000 XOR 101 = 101. If we first
consider the bit t0 and then t2, the packet goes
through the path P1. Since t0 =1, the packet is
sent through the 0th-dimension link to node 1.
At node 1, t0 is set to 0; thus T now becomes
equal to 100. Now, since t2=1, the packet is
sent through the second-dimension link to
node 5. If, instead of t0, bit t2 is considered
first, the packet goes through P2.
18. • The cost (complexity) of an n-cube
measured in terms of the number of
nodes in the cube is O(2^n)
• while the delay (latency) measured in
terms of the number of nodes
traversed while going from a source
node to a destination node is O( log2
N).
• The node degree in an n-cube is
O(log2N)
• and the diameter of an n-cube is
19. Features
The n-cube network has several features that
make it very attractive for parallel computation. It
appears the same from every node, and no node
needs special treatment. It also provides n
disjoint paths between a and a destination.
For example, consider the 3-cube of Figure 2.
Since n=3, there are three paths from a source,
say 000, to a destination, say 111. The paths are
path 1: 000 001 011 111;
path 2: 000 010 110 111;
path 3: 000 100 101 111.
This ability to have n alternative paths between
any two nodes makes the n-cube network highly
reliable if any one (or more) paths become
unusable.
20. Used in some early message passing
machines, e.g.:
- Intel iPSC
- nCube