2. About Instructor
Amara Umar
PhDWireless Communication and Networks (in progress)
• SEECS, National University of Sciences and Technology
(NUST), Islamabad
MS Electrical Engineering (Comm. and Networks)
• COMSATS University Islamabad.
Research Interests
Aerial access and edge computing networks, 6G networks, Mobile Edge
Computing, Routing solutions for mobile ad hoc networks (MANETs),
Wireless channel access protocols, Performance evaluation and resource
optimization in wireless network
3. Grading Policy
Exam Score
Quizzes 10%
Assignments 10%
Midterm 30%
Final 40%
Project/Presentations 10% (To be carried
out in groups of
maximum 3 students.
Presentations 2 weeks
before exams)
4. Introduction
Introduction
our goal:
get “feel” and
terminology
more depth, detail
later in course
approach:
use Internet as
example
overview:
what’s the Internet?
what’s a protocol?
network edge; hosts, access net,
physical media
network core: packet/circuit
switching, Internet structure
performance: loss, delay, throughput
protocol layers, service models
history
1-4
5. Introduction
What’s the Internet:“nuts and bolts” view
millions of connected
computing devices:
hosts = end systems
running network apps
communication links
fiber, copper, radio,
satellite
transmission rate:
bandwidth
Packet switches: forward
packets (chunks of data)
routers and switches
wired
links
wireless
links
router
mobile network
global ISP
regional ISP
home
network
institutional
network
smartphone
PC
server
wireless
laptop
1-5
6. Introduction
“Fun” internet appliances
IP picture frame
http://www.ceiva.com/
Web-enabled toaster +
weather forecaster
Internet phones
Internet
refrigerator
Slingbox: watch,
control cable TV remotely
1-6
Tweet-a-watt:
monitor energy use
7. Introduction
Internet: “network of networks”
Interconnected ISPs
protocols control sending, receiving
of msgs
e.g.,TCP, IP, HTTP, Skype, 802.11
Internet standards
RFC: Request for comments
IETF: Internet EngineeringTask Force
What’s the Internet:“nuts and bolts” view
mobile network
global ISP
regional ISP
home
network
institutional
network
1-7
8. What’s the Internet: a service view
Infrastructure that provides
services to applications:
Web,VoIP, email, games, e-
commerce, social nets, …
provides programming
interface to apps
hooks that allow sending
and receiving app programs
to “connect” to Internet
provides service options,
analogous to postal service
mobile network
global ISP
regional ISP
home
network
institutional
network
Introduction 1-8
9. Introduction
What’s a protocol?
human protocols:
“what’s the time?”
“I have a question”
introductions
… specific msgs sent
… specific actions taken
when msgs received, or
other events
network protocols:
machines rather than
humans
all communication activity
in Internet governed by
protocols
protocols define format, order
of msgs sent and received
among network entities,
and actions taken on msgs
transmitted/received
1-9
10. Introduction
a human protocol and a computer network protocol:
Hi
Hi
Got the
time?
2:00
TCP connection
response
Get http://www.awl.com/kurose-ross
<file>
time
TCP connection
request
What’s a protocol?
1-10
11. Introduction
A closer look at network structure:
network edge:
hosts: clients and servers
servers often in data
centers
access networks, physical
media: wired, wireless
communication links
network core:
interconnected routers
network of networks
mobile network
global ISP
regional ISP
home
network
institutional
network
1-11
12. ISP
Introduction
Access network: digital subscriber line (DSL)
central office telephone
network
DSLAM
voice, data transmitted
at different frequencies over
dedicated line to central office
use existing telephone line to central office DSLAM
• data over DSL phone line goes to Internet
• voice over DSL phone line goes to telephone net
< 2.5 Mbps upstream transmission rate (typically < 1 Mbps)
< 24 Mbps downstream transmission rate (typically < 10 Mbps)
DSL
modem
splitter
DSL access
multiplexer
1-12
13. ISP
Introduction
data, TV transmitted at different
frequencies over shared cable
distribution network
cable
modem
splitter
…
cable headend
CMTS
cable modem
termination system
HFC: hybrid fiber coax
• asymmetric: up to 30Mbps downstream transmission rate, 2
Mbps upstream transmission rate
network of cable, fiber attaches homes to ISP router
• homes share access network to cable headend
• unlike DSL, which has dedicated access to central office
Access network: cable network
1-13
14. Introduction
Access network: home network
to/from headend or
central office
cable or DSL modem
router, firewall, NAT
wired Ethernet (1 Gbps)
wireless access
point (54 Mbps)
wireless
devices
often combined
in single box
1-14
15. Introduction
Access network: cable network
cable
modem
splitter
…
cable headend
Channels
V
I
D
E
O
V
I
D
E
O
V
I
D
E
O
V
I
D
E
O
V
I
D
E
O
V
I
D
E
O
D
A
T
A
D
A
T
A
C
O
N
T
R
O
L
1 2 3 4 5 6 7 8 9
frequency division multiplexing: different channels transmitted
in different frequency bands
1-15
16. Introduction
Enterprise access networks (Ethernet)
typically used in companies, universities, etc.
10 Mbps, 100Mbps, 1Gbps, 10Gbps transmission rates
today, end systems typically connect into Ethernet switch
Ethernet
switch
institutional mail,
web servers
institutional router
institutional link to
ISP (Internet)
1-16
17. Introduction
Wireless access networks
shared wireless access network connects end system to router
• via base station aka “access point”
wireless LANs:
within building (100 ft.)
802.11b/g/n (WiFi): 11, 54, 450
Mbps transmission rate
wide-area wireless access
provided by telco (cellular)
operator, 10’s km
between 1 and 10 Mbps
3G, 4G: LTE
to Internet
to Internet
1-17
18. Introduction
Physical media
bit: propagates between
transmitter/receiver pairs
physical link: what lies between
transmitter & receiver
guided media:
• signals propagate in solid
media: copper, fiber, coax
unguided media:
• signals propagate freely, e.g.,
radio
twisted pair (TP)
two insulated copper
wires
• Category 5: 100 Mbps, 1
Gbps Ethernet
• Category 6: 10Gbps
1-18
19. Introduction
Physical media: coax, fiber
coaxial cable:
two concentric copper
conductors
bidirectional
broadband:
• multiple channels on cable
• HFC
fiber optic cable:
glass fiber carrying light
pulses, each pulse a bit
high-speed operation:
• high-speed point-to-point
transmission (e.g., 10’s-100’s
Gbps transmission rate)
low error rate:
• repeaters spaced far apart
• immune to electromagnetic
noise
1-19
20. Introduction
Physical media: radio
signal carried in
electromagnetic spectrum
no physical “wire”
bidirectional
propagation environment
effects:
• reflection
• obstruction by objects
• interference
radio link types:
terrestrial microwave
• e.g. up to 45 Mbps channels
LAN (e.g.,WiFi)
• 54 Mbps
wide-area (e.g., cellular)
• 4G cellular: ~ 10 Mbps
satellite
• Kbps to 45Mbps channel (or
multiple smaller channels)
• 270 msec end-end delay
• geosynchronous versus low
altitude
1-20
21. Introduction
mesh of interconnected
routers
packet-switching: hosts
break application-layer
messages into packets
forward packets from one
router to the next, across
links on path from source
to destination
each packet transmitted at
full link capacity
The network core
1-21
22. Host: sends packets of data
host sending function:
takes application message
breaks into smaller
chunks, known as packets,
of length L bits
transmits packet into
access network at
transmission rate R
link transmission rate,
aka link capacity, aka
link bandwidth
R: link transmission rate
host
1
2
two packets,
L bits each
packet
transmission
delay
time needed to
transmit L-bit
packet into link
L (bits)
R (bits/sec)
= =
1-22
23. Introduction
Packet-switching: store-and-forward
takes L/R seconds to
transmit (push out) L-bit
packet into link at R bps
store and forward: entire
packet must arrive at router
before it can be transmitted
on next link
one-hop numerical example:
L = 7.5 Mbits
R = 1.5 Mbps
one-hop transmission
delay = 5 sec
more on delay shortly …
1-23
source
R bps
destination
1
2
3
L bits
per packet
R bps
end-end delay = 2L/R (assuming
zero propagation delay)
24. Introduction
Packet Switching: queueing delay, loss
A
B
C
R = 100 Mb/s
R = 1.5 Mb/s
D
E
queue of packets
waiting for output link
1-24
queuing and loss:
If arrival rate (in bits) to link exceeds transmission rate of
link for a period of time:
packets will queue, wait to be transmitted on link
packets can be dropped (lost) if memory (buffer) fills up
25. Network Layer 4-25
Two key network-core functions
forwarding: move packets from
router’s input to appropriate
router output
routing: determines source-
destination route taken by
packets
routing algorithms
routing algorithm
local forwarding table
header value output link
0100
0101
0111
1001
3
2
2
1
1
2
3
0111
dest address in arriving
packet’s header
26. Internet structure: network of networks
End systems connect to Internet via access ISPs (Internet
Service Providers)
Residential, company and university ISPs
Access ISPs in turn must be interconnected.
So that any two hosts can send packets to each other
Resulting network of networks is very complex
Evolution was driven by economics and national policies
Let’s take a stepwise approach to describe current Internet
structure
27. Internet structure: network of networks
Question: given millions of access ISPs, how to connect them
together?
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
…
…
…
…
…
…
28. Internet structure: network of networks
Option: connect each access ISP to every other access ISP?
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
…
…
…
…
…
…
…
…
…
…
…
connecting each access ISP
to each other directly doesn’t
scale: alot of connections.
29. Internet structure: network of networks
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
…
…
…
…
…
…
Option: connect each access ISP to a global transit ISP? Customer
and provider ISPs have economic agreement.
global
ISP
30. Internet structure: network of networks
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
…
…
…
…
…
…
But if one global ISP is viable business, there will be competitors
….
ISP B
ISP A
ISP C
31. Internet structure: network of networks
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
…
…
…
…
…
…
But if one global ISP is viable business, there will be competitors
…. which must be interconnected
ISP B
ISP A
ISP C
IXP
IXP
peering link
Internet exchange point
32. Internet structure: network of networks
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
…
…
…
…
…
…
… and regional networks may arise to connect access nets to
ISPs
ISP B
ISP A
ISP C
IXP
IXP
regional net
33. Internet structure: network of networks
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
access
net
…
…
…
…
…
…
… and content provider networks (e.g., Google, Microsoft,
Akamai ) may run their own network, to bring services, content
close to end users
ISP B
ISP A
ISP B
IXP
IXP
regional net
Content provider network
34. Introduction
Internet structure: network of networks
at center: small # of well-connected large networks
“tier-1” commercial ISPs (e.g., Level 3, Sprint,AT&T, NTT), national &
international coverage
content provider network (e.g, Google): private network that connects
it data centers to Internet, often bypassing tier-1, regional ISPs 1-34
access
ISP
access
ISP
access
ISP
access
ISP
access
ISP
access
ISP
access
ISP
access
ISP
Regional ISP Regional ISP
IXP IXP
Tier 1 ISP Tier 1 ISP Google
IXP
36. Introduction
How do loss and delay occur?
packets queue in router buffers
packet arrival rate to link (temporarily) exceeds output link
capacity
packets queue, wait for turn
A
B
packet being transmitted (delay)
packets queueing (delay)
free (available) buffers: arriving packets
dropped (loss) if no free buffers
1-36
37. Introduction
Four sources of packet delay
dproc: nodal processing
check bit errors
determine output link
typically < msec
A
B
propagation
transmission
nodal
processing queueing
dqueue: queueing delay
time waiting at output link
for transmission
depends on congestion
level of router
dnodal = dproc + dqueue + dtrans + dprop
1-37
38. Introduction
dtrans: transmission delay:
L: packet length (bits)
R: link bandwidth (bps)
dtrans = L/R
dprop: propagation delay:
d: length of physical link
s: propagation speed in medium
(~2x108
m/sec)
dprop = d/s
dtrans and dprop
very different
Four sources of packet delay
propagation
nodal
processing queueing
dnodal = dproc + dqueue + dtrans + dprop
1-38
A
B
transmission
39. Introduction
Caravan analogy
cars “propagate” at
100 km/hr
toll booth takes 12 sec to
service car (bit transmission
time)
car~bit; caravan ~ packet
Q: How long until caravan is
lined up before 2nd toll
booth?
time to “push” entire
caravan through toll
booth onto highway =
12*10 = 120 sec
time for last car to
propagate from 1st to
2nd toll both:
100km/(100km/hr)= 1
hr
A: 62 minutes
toll
booth
toll
booth
ten-car
caravan
100 km 100 km
1-39
40. Introduction
Caravan analogy (more)
suppose cars now “propagate” at 1000 km/hr
and suppose toll booth now takes one min to service a car
Q: Will cars arrive to 2nd booth before all cars serviced at first
booth?
A:Yes! after 7 min, 1st car arrives at second booth; three
cars still at 1st booth.
toll
booth
toll
booth
ten-car
caravan
100 km 100 km
1-40
41. Introduction
“Real” Internet delays and routes
what do “real” Internet delay & loss look like?
traceroute program: provides delay
measurement from source to router along end-
end Internet path towards destination. For all i:
sends three packets that will reach router i on path
towards destination
router i will return packets to sender
sender times interval between transmission and reply.
3 probes
3 probes
3 probes
1-41
42. Introduction
“Real” Internet delays, routes
1 cs-gw (128.119.240.254) 1 ms 1 ms 2 ms
2 border1-rt-fa5-1-0.gw.umass.edu (128.119.3.145) 1 ms 1 ms 2 ms
3 cht-vbns.gw.umass.edu (128.119.3.130) 6 ms 5 ms 5 ms
4 jn1-at1-0-0-19.wor.vbns.net (204.147.132.129) 16 ms 11 ms 13 ms
5 jn1-so7-0-0-0.wae.vbns.net (204.147.136.136) 21 ms 18 ms 18 ms
6 abilene-vbns.abilene.ucaid.edu (198.32.11.9) 22 ms 18 ms 22 ms
7 nycm-wash.abilene.ucaid.edu (198.32.8.46) 22 ms 22 ms 22 ms
8 62.40.103.253 (62.40.103.253) 104 ms 109 ms 106 ms
9 de2-1.de1.de.geant.net (62.40.96.129) 109 ms 102 ms 104 ms
10 de.fr1.fr.geant.net (62.40.96.50) 113 ms 121 ms 114 ms
11 renater-gw.fr1.fr.geant.net (62.40.103.54) 112 ms 114 ms 112 ms
12 nio-n2.cssi.renater.fr (193.51.206.13) 111 ms 114 ms 116 ms
13 nice.cssi.renater.fr (195.220.98.102) 123 ms 125 ms 124 ms
14 r3t2-nice.cssi.renater.fr (195.220.98.110) 126 ms 126 ms 124 ms
15 eurecom-valbonne.r3t2.ft.net (193.48.50.54) 135 ms 128 ms 133 ms
16 194.214.211.25 (194.214.211.25) 126 ms 128 ms 126 ms
17 * * *
18 * * *
19 fantasia.eurecom.fr (193.55.113.142) 132 ms 128 ms 136 ms
traceroute: gaia.cs.umass.edu to www.eurecom.fr
3 delay measurements from
gaia.cs.umass.edu to cs-gw.cs.umass.edu
* means no response (probe lost, router not replying)
trans-oceanic
link
1-42
43. Introduction
Packet loss
queue (aka buffer) or the preceding link in buffer has
finite capacity
packet arriving to full queue dropped (aka lost)
lost packet may be retransmitted by previous node, by
source end system, or not at all
A
B
packet being transmitted
packet arriving to
full buffer is lost
buffer
(waiting area)
1-43
44. Introduction
Throughput
throughput: rate (bits/time unit) at which bits
transferred between sender/receiver
instantaneous: rate at given point in time
average: rate over longer period of time
server, with
file of F bits
to send to client
link capacity
Rs bits/sec
link capacity
Rc bits/sec
server sends bits
(fluid) into pipe
pipe that can carry
fluid at rate
Rs bits/sec)
pipe that can carry
fluid at rate
Rc bits/sec)
1-44
45. Introduction
Throughput (more)
Rs < Rc What is average end-end throughput?
Rs bits/sec Rc bits/sec
Rs > Rc What is average end-end throughput?
link on end-end path that constrains end-end throughput
bottleneck link
Rs bits/sec Rc bits/sec
1-45
46. Introduction
Throughput: Internet scenario
10 connections (fairly) share
backbone bottleneck link R bits/sec
Rs
Rs
Rs
Rc
Rc
Rc
R
per-connection end-
end throughput:
min(Rc,Rs,R/10)
in practice: Rc or Rs
is often bottleneck
Bottle-neck link is at
network edge
1-46
47. Introduction
Protocol “layers”
Networks are complex,
with many “pieces”:
hosts
routers
links of various
media
applications
protocols
hardware,
software
Question:
is there any hope of
organizing structure of
network?
…. or at least our
discussion of networks?
1-47
48. Introduction
Why layering?
dealing with complex systems:
explicit structure allows identification, relationship
of complex system’s pieces
layered reference model for discussion
modularization eases maintenance, updating of
system
change of implementation of layer’s service transparent
to rest of system
e.g., change in gate procedure doesn’t affect rest of
system
layering considered harmful?
1-48
49. Introduction
Internet protocol stack
application: supporting network
applications
FTP, SMTP, HTTP
transport: process-process data
transfer
TCP, UDP
network: routing of datagrams from
source to destination
IP, routing protocols
link: data transfer between
neighboring network elements
Ethernet, 802.111 (WiFi), PPP
physical: bits “on the wire”
application
transport
network
link
physical
1-49
50. Introduction
ISO/OSI reference model
presentation: allow applications
to interpret meaning of data,
e.g., encryption, compression,
machine-specific conventions
session: synchronization,
checkpointing, recovery of data
exchange
Internet stack “missing” these
layers!
these services, if needed, must be
implemented in application
needed?
application
presentation
session
transport
network
link
physical
1-50
52. Introduction
Chapter 1: roadmap
1.1 what is the Internet?
1.2 network edge
end systems, access networks, links
1.3 network core
packet switching, circuit switching, network structure
1.4 delay, loss, throughput in networks
1.5 protocol layers, service models
1.7 history
1-52
Editor's Notes
#5:End systems, also known as hosts, are devices connected to a network that run applications and generate or consume data.
A packet switch is a network device that forwards data packets from one network node to another based on their destination address.
#7:A protocol is a set of rules that define how data is transmitted, received, and interpreted between devices in a network.
#12:Uses twisted pair copper wires
Also asymmetric
Service quality greatly effected by the distance between the house and central office, as distance increases the quality degrades
#13:It’s a shared network so your neighbour’s data transmission and reception rates effect yours
Asymmetric: different rates in DL and UL as we are majorly the consumers of data instead of prodeucers