This document provides an overview of Asynchronous Transfer Mode (ATM). It discusses how ATM was developed to allow telephone networks to carry different types of traffic beyond just voice calls. The key aspects of ATM covered include its cell-based format and connection-oriented design. Quality of service is handled through permanent and switched virtual connections. While ATM provided capabilities for multimedia networking, its complexity and costs prevented it from widespread adoption compared to other technologies.
This includes description about what is ATM, its definition, layers, applications, working procedure, format type, available data bit rates, necessity of ATM, benefits & difference between Internet & ATM Network.
This includes description about what is ATM, its definition, layers, applications, working procedure, format type, available data bit rates, necessity of ATM, benefits & difference between Internet & ATM Network.
In the seven-layer OSI model of computer networking, media access control (MAC) data communication protocol is a sublayer of the data link layer (layer 2). The MAC sublayer provides addressing and channel access control mechanisms that make it possible for several terminals or network nodes to communicate within a multiple access network that incorporates a shared medium, e.g. an Ethernet network. The hardware that implements the MAC is referred to as a media access controller.
The MAC sublayer acts as an interface between the logical link control (LLC) sublayer and the network's physical layer. The MAC layer emulates a full-duplex logical communication channel in a multi-point network. This channel may provide unicast, multicast or broadcast communication service.
This ppt is about Smart Antenna which includes history, Introduction, Working of smart antenna and where this smart antennas can be used.This ppt also tells about the types of smart antenna and the main principle of working of smart antenna. Smart antennas mainly categorized as Adaptive and switched beam array.Among these two adaptive antenna is used for the efficient utilisation of frequency spectrum.
In the seven-layer OSI model of computer networking, media access control (MAC) data communication protocol is a sublayer of the data link layer (layer 2). The MAC sublayer provides addressing and channel access control mechanisms that make it possible for several terminals or network nodes to communicate within a multiple access network that incorporates a shared medium, e.g. an Ethernet network. The hardware that implements the MAC is referred to as a media access controller.
The MAC sublayer acts as an interface between the logical link control (LLC) sublayer and the network's physical layer. The MAC layer emulates a full-duplex logical communication channel in a multi-point network. This channel may provide unicast, multicast or broadcast communication service.
This ppt is about Smart Antenna which includes history, Introduction, Working of smart antenna and where this smart antennas can be used.This ppt also tells about the types of smart antenna and the main principle of working of smart antenna. Smart antennas mainly categorized as Adaptive and switched beam array.Among these two adaptive antenna is used for the efficient utilisation of frequency spectrum.
Asynchronous Transfer ModeATM is originally the transfer mode for implementin...JebaRaj26
ATM is a connection-oriented, high-speed, low-delay switching and transmission technology that uses short and fixed-size packets, called cells, to transport information.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Learn SQL from basic queries to Advance queriesmanishkhaire30
Dive into the world of data analysis with our comprehensive guide on mastering SQL! This presentation offers a practical approach to learning SQL, focusing on real-world applications and hands-on practice. Whether you're a beginner or looking to sharpen your skills, this guide provides the tools you need to extract, analyze, and interpret data effectively.
Key Highlights:
Foundations of SQL: Understand the basics of SQL, including data retrieval, filtering, and aggregation.
Advanced Queries: Learn to craft complex queries to uncover deep insights from your data.
Data Trends and Patterns: Discover how to identify and interpret trends and patterns in your datasets.
Practical Examples: Follow step-by-step examples to apply SQL techniques in real-world scenarios.
Actionable Insights: Gain the skills to derive actionable insights that drive informed decision-making.
Join us on this journey to enhance your data analysis capabilities and unlock the full potential of SQL. Perfect for data enthusiasts, analysts, and anyone eager to harness the power of data!
#DataAnalysis #SQL #LearningSQL #DataInsights #DataScience #Analytics
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdfEnterprise Wired
In this guide, we'll explore the key considerations and features to look for when choosing a Trusted analytics platform that meets your organization's needs and delivers actionable intelligence you can trust.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
1. Data Communication and Networking II
Asynchronous Transfer
Mode (ATM)
1
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
2. Objectives Overview
Brief Intro to ATM
Issues driving LAN
changes to high
capacity
Transmissions
ATM LAN
Configuration
ATM Basic Cell
Format
ATM Protocol
Architecture
Conceptual
Model/Network in
ATM
ATM QoS and
Challenges
Data Communication and Networking II: Asynchronous Transfer
Mode (ATM)
2
3. Asynchronous Transfer Mode
Brief Introduction to ATM
• By the mid 1980s, three types of communication networks
had evolved.
• The telephone network carries voice calls, television
network carries video transmissions, and newly emerging
computer network carries data.
• Telephone companies realized that voice communication
was becoming a commodity service and that the profit
margin would decrease over time.
• They realized that data communication was increasing.
• The telecommunication industry decided to expand its
business by developing networks to carry traffic other than
voice.
3
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
4. Asynchronous Transfer Mode
• Wide Area Network Technologies
– Dialups
– X.25
– Frame Relay
– Asynchronous Transfer Mode (ATM)
– Synchronous Optical Network (SONET)
4
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
5. Asynchronous Transfer Mode
• Telephone Network Transmission WAN links
– Asynchronous Transfer Mode (ATM)
• Switching transmission technology
– Synchronous Optical Network (SONET)
• Transmission technology
• Synchronous Transfer Mode (STM)
5
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
6. Asynchronous Transfer Mode
6
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
• Wide Area Network Technologies Bandwidths
- Dialups to ATMs
7. Asynchronous Transfer Mode
7
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
• Wide Area Network Technologies Bandwidths
- SONET (STM)
8. Asynchronous Transfer Mode
Brief Introduction to ATM - Goals
• Universal Service
• Support for all users
• Single, unified infrastructure
• Service guarantees
• Support for low-cost Devices
8
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
9. Asynchronous Transfer Mode
9
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
Issues Driving LAN changes
• Traffic Integration
– Voice, video and data traffic
– Multimedia demand
• One-way batch (web traffic)
• Two-way batch (voice messages)
• One-way interactive (internet multicast backbone – Mbone)
• Two-way interactive (video conferencing)
• Quality of Service guarantees (ex. Limited jitters, non-
blocking streams or buffering)
• LAN Interoperability (compatibility with any device make)
• Mobile and Wireless nodes
11. ATM Basic Cell Format
• ATM technology is a form of Virtual Packet Switching
that divides all data into small, fixed-size packets
called Cells
• Connection-Oriented Service
• Each ATM Cell contains 53 octets
• 5 octets for header messages
• 48 octets for actual transmitted data
Data Communication and Networking II: Asynchronous Transfer
Mode (ATM)
11
12. ATM Conceptual Model
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
12
• ATM Network is organized as a hierarchy
– User’s equipment connects to networks via a UNI (User-
Network Interface)
• Creating Permanent Virtual Channel (PVC) for communication
– Connections between provided networks are made
through NNI (Network-Network Interface) – ATM switch
• Creating Switched Virtual Channel (SVC) for communication
• This establish the connection-oriented channel
before any cells are sent
14. ATM Connections
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
14
• Two level of ATM connections:
– Virtual path connections
– Virtual channel connections
• Indicated by two fields in the cell header:
– Virtual path identifier (VPI) – 8 bits
– Virtual channel identifier (VCI) – 16 bits
15. ATM Virtual Connections
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
15
• Vast majority of ATM networks will run on optical fiber networks with
extremely low error rates.
• ATM must support low cost attachments
21. ATM Protocol Architecture
21
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
• Physical Layer
– The lowest layer in the ATM protocol
– It describes the physical transmission media
– We can use shielded and unshielded twisted pair, coaxial cable, and fiber-
optic cable.
• ATM Layer
– It performs all functions relating to the routing and multiplexing of cells over
VCs.
– It generates and remove header contents destine to the Adaptation Layer
– Maintains a table which contains a list of VCIs.
22. ATM Protocol Architecture
22
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
• ATM Adaptation Layer (AAL)
– Top layer in the ATM protocol Model
– It converts the submitted information into streams of 48-octet segments
and transports these in the payload field of multiple ATM cells
– Define into 5 classes of service types referred as AAL1-5
• AAL1 and 2 provides connection oriented service types in constant bit
rate (CBR) and variable bit rate (VBR) respectively
• AAL3 – 5 provides non real time bit rate service types
23. ATM Adaptation Layer Service Categories
23
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
24. ATM Quality of Service (QoS)
24
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
• Quality of Service (QoS) requirements are handled at
connection time and viewed as part of signaling
• ATM provides permanent virtual connections and
switched virtual connections
– Permanent Virtual Connections (PVC)
• set up manually by network manager
– Switched Virtual Connections (SVC)
• set up and released on demand by the end user via signaling
procedures
25. ATM Challenges
25
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
• ATM has not been widely accepted. Although some
phone companies still use it in their backbone networks
• The expense, complexity and lack of interoperability with
other technologies have prevented ATM from becoming
more prevalent
26. ATM Challenges
26
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)
• Expense: ATM switch costs much more than inexpensive
LAN hardware
– In addition, the network interface card needed to connect a
computer to an ATM network is significantly more expensive
than a corresponding Ethernet NIC
• Connection Setup Latency: ATM’s connection-oriented
design introduces significant delay for distant
communication
• Complexity of QoS: The complexity of the specification
makes implementation cumbersome and difficult. Many
implementations do not support the full standard
27. Reading & Reference Material
• Data and Computer Communications, 8th Edition
by William Stallings
– Chapter 11.1 - 5
27
Data Communication and Networking II: Asynchronous Transfer Mode
(ATM)