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VoIP Moving from protocols to architectures

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SIP proxies. unlike transparent HTTP proxies or NAT boxes, announce themselves. Via, Record-Route ... proxy model of no content (SDP) inspection or modification ... – PowerPoint PPT presentation

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Title: VoIP Moving from protocols to architectures


1
VoIP - Moving from protocols to architecture(s)
  • Henning Schulzrinne
  • Dept. of Computer Science
  • Columbia University
  • September 2005

2
Overview
  • The big transitions in VoIP
  • An Internet protocol framework
  • Open issues in VoIP and interactive multimedia
    communications
  • service creation and programmable systems
  • VoIP poll model ? presence model
  • application sharing
  • SIP architecture and design philosophy
  • Philosophies Skype, IETF, NGS,

3
Philosophy transition
PC era cell phone era
One computer/phone, many users
One computer/phone, one user
mainframe era home phone party line
Many computers/phones, one user
ubiquitous computing
anywhere, any time any media
right place (device), right time, right media
4
Evolution of VoIP
how can I make it stop ringing?
does it do call transfer?
long-distance calling, ca. 1930
going beyond the black phone
amazing the phone rings
catching up with the digital PBX
1996-2000
2000-2003
2004-
5
Collaboration in transition
inter-organization multiple technology
generations diverse end points
intra-organization small number of systems
(meeting rooms)
standards-based solutions
proprietary (single-vendor) systems
6
Current challenges
  • Protocol (point) challenges
  • 9-1-1 support
  • location mapping
  • presence configuration and policy
  • automated system configuration
  • System challenges
  • 9-1-1
  • reliability (incl. consistent QoS)
  • manageability
  • by non-experts
  • cross-domain AAA
  • inter-domain trust

7
Internet services the missing entry
8
Filling in the protocol gap
9
An eco system, not just a protocol
configures
XCAP (config)
SIMPLE policy RPID .
XCON (conferencing)
initiates
carries
SIP
RTSP
SDP
carries
controls
provide addresses
STUN TURN
RTP
10
A constellation of SIP RFCs
Non-adjacent (3327) Symmetric resp.
(3581) Service route (3608) User agent caps
(3840) Caller prefs (3841)
Request routing
Resource mgt. (3312) Reliable prov. (3262) INFO
(2976) UPDATE (3311) Reason (3326)
SIP (3261) DNS for SIP (3263) Events (3265) REFER
(3515)
ISUP (3204) sipfrag (3240)
Mostly PSTN
Core
Content types
Digest AKA (3310) Privacy (3323) P-Asserted
(3325) Agreement (3329) Media auth. (3313) AES
(3853)
DHCP (3361) DHCPv6 (3319)
Configuration
Security privacy
11
SIP a bi-cultural protocol
  • multimedia
  • IM and presence
  • location-based service
  • user-created services
  • decentralized operation
  • everyone equally suspect
  • overlap dialing
  • DTMF carriage
  • key systems
  • notion of lines
  • per-minute billing
  • early media
  • ISUP BICC interoperation
  • trusted service providers

12
SIP is PBX/Centrex ready
boss/admin features
centrex-style features
attendant features
from Rohan Mahys VON Fall 2003 talk
13
SIP design objectives
  • new features and services
  • support features not available in PSTN
  • e.g., presence and IM, session mobility
  • not a PSTN replacement
  • not just SS7-over-IP
  • even similar services use different models (e.g.,
    call transfer)
  • client heterogeneity
  • clients can be smart or dumb (terminal adapter)
  • mobile or stationary
  • hardware or software
  • client multiplicity
  • one user multiple clients one address
  • multimedia
  • nothing in SIP assumes a particular media type

Rosenberg/Schulzrinne draft-rosenberg-sipping-sip
-arch-00
14
SIP architectural principles (1)
  • proxies are for routing
  • do not maintain call state
  • availability
  • scalability
  • flexibility
  • extensibility (new methods, services)
  • end point call state and features
  • dialog models, not call models
  • does not standardize features
  • endpoint fate sharing
  • call fails only if endpoints fail
  • component-based design
  • building blocks
  • call features notification and manipulation
  • logical components, not physical
  • UA, proxy, registrar, redirect server
  • can be combined into one box

Rosenberg/Schulzrinne draft-rosenberg-sipping-sip
-arch-00
15
SIP architectural principles (2)
  • designed for the (large) Internet
  • does not assume particular network topology
  • congestion-controlled
  • deals with packet loss
  • uses core Internet services
  • DNS for load balancing
  • DHCP for configuration
  • S/MIME for e2e security
  • TLS for channel security
  • generality over efficiency
  • focuses on algorithm efficiency, not
    constant-factor encoding efficiency
  • efficiency penalty is temporary, generality is
    permanent
  • text encoding
  • extensibility
  • use shim layer for compression where needed
  • allow splitting of functionality for scaling

16
SIP architectural principles (3)
  • separation of signaling and media
  • path followed by media packets independent of
    signaling path
  • allows direct routing of latency-sensitive media
    packets (10 ms matters)
  • without constraining service delivery (1s
    matters)
  • facilitates mobility
  • avoid hair pinning, tromboning
  • facilitates vertical split between ISP and VSP

17
SIP design principles (1)
  • Proxies are method, body and header independent
  • does not depend on method
  • except CANCEL, ACK
  • can add new methods without upgrading proxies
  • primarily rely on URI, Via, Route and
    Record-Route header fields
  • extensions Accept-Contact and Request-Disposition
  • may use anything to guide routing decision
  • Full-state nature of INVITE
  • each (re)INVITE contains full session state
  • facilitates MIDCOM-style interactions
  • allows session transfer
  • SIP URIs identify resources
  • can be device instance, service, person
  • but cannot tell from URI which (good!)
  • can specify services and service parameters

18
SIP design principles (2)
  • Extensibility and compatibility
  • can define new methods, header fields, body
    types, parameters
  • supported by OPTIONS, Accept, Accept-Language,
    Allow, Supported, Require, Proxy-Require,
    Accept-Encoding and Unsupported
  • asking permission
  • OPTIONS, dialog establishment
  • asking forgiveness
  • use extension without asking
  • (Proxy)-Require please reject if you dont
    understand it
  • use if you like
  • allow recipients to safely ignore information
  • must provide fallback!
  • Internationalization
  • UTF-8 for freeform text
  • negotiation of languages
  • Explicit intermediaries
  • SIP proxies
  • unlike transparent HTTP proxies or NAT boxes,
    announce themselves
  • Via, Record-Route
  • only involved if asked by UA or proxy
  • should ask endpoints, rather than just do
  • e.g., session policy

19
SIP design principles (3)
  • Guided proxy routing
  • predetermine a set of downstream proxy resource
    that must be visited
  • supported by Record-Route, Path, Service-Route
  • Transport protocol independence
  • can use UDP, TCP, SCTP,
  • only requires packet-based (unreliable) delivery
  • design decision that comes with some regret ?
  • Protocol reuse
  • MIME for body transport
  • S/MIME for end-to-end security
  • HTTP header field and semantics
  • HTTP digest authentication
  • URI framework
  • non-SIP URIs (e.g., tel)
  • re-use TLS for channel security
  • use DNS SRV and NAPTR for server failover and
    reliability

20
SIP division of labor
21
Interconnection approaches
22
IETF 4G (access-neutral) model
Check reputation of columbia.edu
sipalice_at_columbia.edu ? sipbob_at_example.com
TLS
columbia.edu
example.com
Visited network
NSIS NTLP for QoS
802.1x
DIAMETER server
AP
alice_at_isp.net
isp.net
23
Session Border Controllers (SBCs)
  • Provider border element
  • SIP terms either B2BUA or proxies
  • but often ill-defined (may change roles)
  • Functions differ
  • similar definitional problem as soft switches
  • May force convergence of media and signaling path

24
SBCs High-level motivations
  • Why application-layer elements in SIP that are
    not quite proxies?
  • SMTP has various MTAs, but they are just MTAs
    (e.g., spam filter)
  • Guesses
  • media vs. control separation
  • good idea in theory, harder in todays
    limited-functionality Internet
  • force media through single control point (IP
    address)
  • rather than from millions of sources
  • see Asterix, Skype
  • proxy model of no content (SDP) inspection or
    modification too limited
  • CALEA (needs to be invisible)
  • charging for services
  • not an issue for email and web

25
SBC functionality, contd
  • Signaling functionality
  • Protocol Conversion H.323 ?? SIP
  • Protocol integrity - SIP normalization
  • ENUM SIP redirect
  • Policy enforcement and access control
  • CDR creation
  • Firewall (dest. port, source)
  • Least-cost routing
  • Certificate handling
  • Caller-ID authorization
  • Signaling encryption
  • S/MIME encapsulation
  • TCP/UDP-TLS bridging
  • DoS attack mitigation
  • Media functionality
  • Codec conversion
  • SLA enforcement
  • Legal Intercept CALEA compliance
  • Bandwidth Management
  • Packet marking
  • QoS guarantees
  • Packet steering
  • Media encryption
  • Firewall (pinholes)
  • DoS attack mitigation

26
SBC Network evolution
stand-alone networks (Vonage, Skype)
media
earlier email, IM
SBC
only IP-level (with filter)
27
SBC Concerns
  • Common concerns
  • may drop some header fields
  • may fail to understand some request methods
  • may modify headers inserted by others
  • may modify session descriptions
  • may inspect session descriptions
  • Not all SBCs do this all the time, but some do
    some of this sometimes

28
SBC The dangers
  • May not be present in all instances
  • SBCs are a box description, not a function
    description
  • Lack of visibility
  • cannot tell where SBC is located
  • hard to diagnose failures
  • see HTTP transparent proxy experience
  • one example TP thought SIP was HTTP
  • hard to address content cryptographically to such
    box
  • Lack of transparency
  • not all features make it through SBC
  • header support
  • copying content
  • routing loops
  • Lack of security
  • Inherent conflict between need for media session
    inspection and session privacy
  • Session description modification removes
    accountability
  • Lack of scalability
  • needs to handle all media packets
  • often, call stateful
  • rather than stateless or transaction-stateful

29
Whats left to do?
  • Transition from poll model to context-based
    communications
  • Higher-level service creation in end systems
  • Dealing with NATs
  • STUN (and SIP modifications) as first step
  • ICE and BEHAVE WG as longer-term solutions
  • The role of intermediaries
  • session-border controllers
  • end-to-middle security
  • session policies
  • Conference control
  • Application sharing
  • Security issues (spam, spit --gt identity and
    reputation management)

30
The role of presence
  • Guess-and-ring
  • high probability of failure
  • telephone tag
  • inappropriate time (call during meeting)
  • inappropriate media (audio in public place)
  • current solutions
  • voice mail ? tedious, doesnt scale, hard to
    search and catalogue, no indication of when call
    might be returned
  • automated call back ? rarely used, too inflexible
  • ? most successful calls are now scheduled by email
  • Presence-based
  • facilitates unscheduled communications
  • provide recipient-specific information
  • only contact in real-time if destination is
    willing and able
  • appropriately use synchronous vs. asynchronous
    communication
  • guide media use (text vs. audio)
  • predict availability in the near future (timed
    presence)

Prediction almost all (professional)
communication will be presence-initiated or
pre-scheduled
31
Context-aware communication
  • context the interrelated conditions in which
    something exists or occurs
  • anything known about the participants in the
    (potential) communication relationship
  • both at caller and callee

32
Basic presence
  • Role of presence
  • initially can I send an instant message and
    expect a response?
  • now should I use voice or IM? is my call going
    to interrupt a meeting? is the callee awake?
  • Yahoo, MSN, Skype presence services
  • on-line off-line
  • useful in modem days but many people are
    (technically) on-line 24x7
  • thus, need to provide more context
  • simple status (not at my desk)
  • entered manually ? rarely correct
  • does not provide enough context for directing
    interactive communications

33
Presence data model
calendar
cell
manual
person (presentity) (views)
alice_at_example.com audio, video, text
r42_at_example.com video
services
devices
34
Presence data architecture
presence sources
PUBLISH
raw presence document
privacy filtering
create view (compose)
depends on watcher
XCAP
XCAP
select best source resolve contradictions
composition policy
privacy policy
(not defined yet)
draft-ietf-simple-presence-data-model
35
Presence data architecture
candidate presence document
raw presence document
post-processing composition (merging)
watcher filter
SUBSCRIBE
remove data not of interest
difference to previous notification
final presence document
watcher
NOTIFY
36
Rich presence
  • More information
  • automatically derived from
  • sensors physical presence, movement
  • electronic activity calendars
  • Rich information
  • multiple contacts per presentity
  • device (cell, PDA, phone, )
  • service (audio)
  • activities, current and planned
  • surroundings (noise, privacy, vehicle, )
  • contact information
  • composing (typing, recording audio/video IM, )

37
RPID rich presence
38
The role of presence for call routing
PUBLISH
  • Two modes
  • watcher uses presence information to select
    suitable contacts
  • advisory caller may not adhere to suggestions
    and still call when youre in a meeting
  • user call routing policy informed by presence
  • likely less flexible machine intelligence
  • if activities indicate meeting, route to tuple
    indicating assistant
  • try most-recently-active contact first (seq.
    forking)

PA
NOTIFY
translate RPID
LESS
CPL
INVITE
39
Presence and privacy
  • All presence data, particularly location, is
    highly sensitive
  • Basic location object (PIDF-LO) describes
  • distribution (binary)
  • retention duration
  • Policy rules for more detailed access control
  • who can subscribe to my presence
  • who can see what when

lttuple id"sg89ae"gt ltstatusgt ltgpgeoprivgt
ltgplocation-infogt ltgmllocationgt
ltgmlPoint gmlid"point1 srsName"ep
sg4326"gt ltgmlcoordinatesgt374630N
1222510W lt/gmlcoordinatesgt
lt/gmlPointgt lt/gmllocationgt
lt/gplocation-infogt ltgpusage-rulesgt
ltgpretransmission-allowedgtno lt/gpretransmissi
on-allowedgt ltgpretention-expirygt2003-06-2
3T045729Z lt/gpretention-expirygt
lt/gpusage-rulesgt lt/gpgeoprivgt lt/statusgt
lttimestampgt2003-06-22T205729Zlt/timestampgt lt/tupl
egt
40
Location-based services
  • Finding services based on location
  • physical services (stores, restaurants, ATMs, )
  • electronic services (media I/O, printer, display,
    )
  • not covered here
  • Using location to improve (network) services
  • communication
  • incoming communications changes based on where I
    am
  • configuration
  • devices in room adapt to their current users
  • awareness
  • others are (selectively) made aware of my
    location
  • security
  • proximity grants temporary access to local
    resources

41
Location-based SIP services
  • Location-aware inbound routing
  • do not forward call if time at callee location is
    11 pm, 8 am
  • only forward time-for-lunch if destination is on
    campus
  • do not ring phone if Im in a theater
  • outbound call routing
  • contact nearest emergency call center
  • send delivery_at_pizza.com to nearest branch
  • location-based events
  • subscribe to locations, not people
  • Alice has entered the meeting room
  • subscriber may be device in room ? our lab stereo
    changes CDs for each person that enters the room

42
Program location-based services
43
Service creation
  • Tailor a shared infrastructure to individual
    users
  • traditionally, only by vendors (and sometimes
    carriers)
  • learn from web models killer app ?vertical apps

44
Automating media interaction service examples
  • If call from my boss, turn off the stereo ? call
    handling with device control
  • As soon as Tom is online, call him ? call
    handling with presence information
  • Vibrate instead of ring when I am in movie
    theatre ? call handling with location information
  • At 900AM on 09/01/2005, find the multicast
    session titled ABC keynote and invite all the
    group members to watch ? call handling with
    session information
  • When incoming call is rejected, send email to the
    callee ? call handling with email

45
LESS simplicity
  • Generality (few and simple concepts)
  • Uniformity (few and simple rules)
  • Trigger rule
  • Switch rule
  • Action rule
  • Modifier rule
  • Familiarity (easy for user to understand)
  • Analyzability (simple to analyze)

modifiers
switches
trigger
actions
46
LESS Decision tree
  • No loops
  • Limited variables
  • Not necessarily
  • Turing-complete

47
LESS Safety
  • Type safety
  • Strong typing in XML schema
  • Static type checking
  • Control flow safety
  • No loop and recursion
  • One trigger appear only once, no feature
    interaction for a defined script
  • Memory access
  • No direct memory access
  • LESS engine safety
  • Ensure safe resource usage
  • Easy safety checking
  • Any valid LESS scripts can be converted into
    graphical representation of decision trees.

48
LESS snapshot
incoming call
ltlessgt ltincominggt ltaddress-switchgt
ltaddress issipmyboss_at_abc.com"gt
ltdeviceturnoff devicesipstereo_room
1_at_abc.com/gt ltmedia mediaaudiogt
ltaccept/gt lt/mediagt lt/addressgt
lt/address-switchgt lt/incominggt lt/lessgt
If the call from my boss
Turn off the stereo
Accept the call with only audio
trigger, switch, modifier, action
49
LESS packages
  • Use packages to group elements

email
web
im
conference
calendar
location
session
50
When Tom is online,
  • ltlessgt
  • ltEVENTnotificationgt
  • ltaddress-switchgt
  • ltaddress is"siptom_at_example.com"gt
  • ltEVENTevent-switchgt
  • ltEVENTevent is"open"gt
  • ltlocation url"siptom_at_example.com"gt
  • ltIMim message"Hi, Tom"/gt
  • lt/locationgt
  • lt/EVENTeventgt
  • lt/EVENTevent-switchgt
  • lt/lessgt

51
When I am in a movie theatre,
  • ltlessgt
  • ltincominggt
  • ltlocation-switchgt
  • ltlocation placetypequietgt
  • ltalert soundnone vibrateyes/gt
  • lt/locationgt
  • lt/location-switchgt
  • lt/incominggt
  • lt/lessgt

52
(No Transcript)
53
Programming VoIP clients
  • Precursor CTI
  • but rarely used outside call centers
  • Call external programs
  • e.g., Google maps, local search
  • Scripting APIs
  • e.g., call Tcl or PHP scripts ? sip-cgi
  • Controllable
  • COM, XML RPC
  • used for media agents in sipc
  • Embeddable
  • no UI, just signaling and media

54
Interfacing with Google
911 caller location IM/presence location of
friends call Im here
55
Interfacing with Google
show all files from caller Xiaotao Wu
56
Embedding VoIP FAA training
controls pilot and ATC agents using multicast
and unicast (landlines)
57
Conference control
  • Setting up parameterized conferences
  • SIP INVITE and NOTIFY suffice for basic dial-in
    conference functionality and change notification
  • IETF XCON WG struggling with model and complexity

58
XCON System
59
Open issues application sharing
  • Current T.120
  • doesnt integrate well with other conference
    control mechanisms
  • hard to make work across platforms (fonts)
  • ill-defined security mechanisms
  • Current web-based sharing
  • hard to integrate with other media, control and
    record
  • generally only works for Windows
  • mostly limited to shared PowerPoint
  • Current vnc
  • whole-screen sharing only
  • can be coerced into conferencing, but doesnt
    integrate well with control protocols

60
IETF effort standardized application sharing
  • Remote access application sharing
  • Four components
  • window drawing ops ? PNG
  • keyboard input
  • mouse input
  • window operations (raise, lower, move)
  • Uses RTP as transport
  • synchronization with continuous media
  • but typically, TCP
  • allow multicast ? large group sessions

61
Spam and spit
62
SIP unsolicited calls and messages
  • Possibly at least as large a problem
  • more annoying (ring, pop-up)
  • Bayesian content filtering unlikely to work
  • ? identity-based filtering
  • PKI for every user unrealistic
  • Use two-stage authentication
  • SIP identity work

mutual PK authentication (TLS)
home.com
Digest
63
Domain Classification
  • Classification of domains based on their identity
    instantiation and maintenance procedures plus
    other domain policies.
  • Admission controlled domains
  • Strict identity instantiation with long term
    relationships
  • Example Employees, students, bank customers
  • Bonded domains
  • Membership possible only through posting of bonds
    tied to a expected behavior
  • Membership domains
  • No personal verification of new members but
    verifiable identification required such as a
    valid credit card and/or payment
  • Example E-bay, phone and data carriers
  • Open domains
  • No limit or background check on identity creation
    and usage
  • Example Hotmail
  • Open, rate limited domains
  • Open but limits the number of messages per time
    unit and prevents account creation by bots
  • Example Yahoo

64
Reputation service
David
Carol
has sent IM to
has sent email to
Frank
Emily
is this a spammer?
Bob
Alice
65
SIP standards deployment issues and competition
  • Interoperability
  • Proprietary systems

66
Provider combinations
Cisco CM
Skype
software
hardware
mobile operators?
cable DSL op
ISP IAP
VSP
67
VoIP service providers
mostly IM no PSTN (now)
Google MSN Yahoo! Xbox
ATT (Vantage) Verizon (VoiceWing) JP SoftBank
(8.3m)
primary line replacement voice only
Cable (911,000) ComCast
Skype Vonage (1m)
68
Protocol interoperability problems
  • Three core interoperability problems
  • syntactic robustness
  • You mean you could have a space there?
  • often occurs when testing only against common
    reference implementations
  • need stress test (also for buffer overflows)
  • implementation by protocol example
  • limiting assumptions (e.g., user name format)
  • see SIP Robustness Testing for Large-Scale Use,
    First International Workshop on Software Quality
    (SOQA)
  • semantic assumptions
  • I didnt expect this error
  • mutually incompatible extensions
  • expect extension to make something work

69
Protocol interoperability proprietary protocols
  • Proprietary protocol
  • Example Skype
  • quicker evolution not dependent on IETF
    volunteers with day jobs
  • can do hacks without IESG objection
  • media over TCP
  • inefficient search
  • bypass routing policies
  • circumvent firewall policies
  • Can only reverse-engineer ? only
    backwards-compatibility problems
  • incentive to force upgrades (see Microsoft Word)
  • less Metcalfes law value

70
Why is Skype successful?
  • All the advantages of a proprietary protocol
  • Peer-to-peer coincidental
  • Good out-of-box experience
  • Software vendor service provider
  • Didnt know that you couldnt do voice quality
    beyond PSTN
  • others too focused on PSTN interoperability why
    do better voice than PSTN?
  • Simpler solutions for NAT traversal
  • use TCP if necessary
  • use port 80
  • Did encryption from the very beginning
  • Kazaa marketing vehicle

71
Skype vs. SIP-based systems
72
Open standard, dominant vendor
  • Example H.323
  • doesnt matter what the standard says
  • NetMeeting and H.323 ? test with Microsoft
    implementation
  • limits feature evolution to dominant vendor speed
    and interests

73
Open standard, multiple vendors
  • Example SIP
  • More than just one application
  • Software UAs, proxies, phones, gateways, media
    servers, test tools, OAM,
  • interoperability problems likely until product
    maturity
  • harder to test internally against all (competing)
    products
  • divergent views and communities in IETF and other
    SDOs
  • likely have to support union of requirements
  • emphasis on extensibility, modularity and
    protocol re-use
  • ? temptation to not implement everything
  • security
  • SIP generality over efficiency
  • better long-term outcome, but slower

74
The SIP complexity fallacy
  • IAX (for example) is simpler than SIP
  • but you could build the IAX functionality in SIP
    at just about the same complexity
  • no proxies
  • no codec negotiation
  • no distributed services
  • Difficulty extracting those simple pieces from
    269 pages of specification ( SDP RTP) ?
  • SIP still more complex due to signaling-data
    separation

IAX model
Signaling Media
Signaling Media
Signaling
Signaling
Media
SIP, H.323, MCGP model
75
Does it have to be that complicated?
  • highly technical parameters, with differing names
  • inconsistent conventions for user and realm
  • made worse by limited end systems (configure by
    multi-tap)
  • usually fails with some cryptic error message and
    no indication which parameter
  • out-of-box experience not good

76
Solving the configuration mess
  • Initial development assumed enterprise deployment
  • pre-configured via tftp or (rarely) DHCP
  • not suitable for residential use, except if box
    is shipped
  • pathetic security password accessible to
    anybody who knows MAC address of phone
  • Short term
  • adopt simple default conventions
  • should only need SIP URI (AoR), display name and
    password
  • realm URI
  • outbound proxy domain
  • provide and expose error feedback
  • not authentication failure
  • but realm not recognized change to user_at_domain
    format
  • use DNS NAPTR and SRV for STUN server

77
Solving the configuration mess longer term
  • IETF efforts on configuration management
  • retrieve via HTTP ( TLS)
  • change notification via SIP event notification
  • problem of configuring initial secret remains
  • probably need embedded public keys
  • Still need better diagnostics
  • one-way voice issues
  • authentication failures

78
Conclusion
  • Slow transition from emulating PSTN to new
    services
  • presence-based
  • embedded (e.g., games)
  • Emphasis moving from protocol mechanics to
    architecture
  • slow transition to open systems
  • different combinations of software vendors,
    IAP/ISP, VSP, hardware vendors
  • Still need to fill out infrastructure for
    collaboration and presence
  • Standardization bodies face challenges of overlap
    and resource exhaustion
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