The Communications Industry
Josh Bandur and Christian Bennett
Dartmouth College Computer Science
March 15, 1999
1. Introduction
2. Wireline Telecommunications
2.1. Telecom Background
2.2. Telecom Issues
2.3. Telecom Preparations
2.4. Other Organizations
2.5. Telecom Contingency Planning
2.6. Telecom Outlook
3. Satellite Communication
3.1. Satellite Background
3.2. Satellite Issues
3.3. Satellite Outlook
4. Cable Networks
4.1. Cable Background
4.2. Cable Issues
4.3. Cable Preparations
5. Broadcast Networks
5.1. Broadcast Background
5.2. Broadcast Issues
5.3. Broadcast Preparations
5.4. Broadcast Outlook
6. Wireless Communication
6.1. Wireless Background
6.2. Wireless Issues
6.3. Wireless Outlook
7. Emergency Communication Systems
7.1. Emergency Background
7.2. Emergency Issues
7.3. Network Contingency Planning
7.4. Emergency Outlook
8. Summary
9. References
Almost all other industries rely in some way, directly or indirectly, on the Communications Industry for their daily operations. A disruption in any of the communications sectors could paralyze businesses, individuals and governments. It is for this reason that it is essential that the Communications Industry be properly prepared for the coming millenium and the technology problems that are likely to come with it. If there still exist systems that are non-compliant, they will most likely begin to fail on or around January 1, 2000. Already, one important date, January 1, 1999, has passed with few major problems; however, instances of failures in navigation and communication systems on ships [DY99], as well as credit-card transaction difficulties, indicate that the Year 2000 (Y2K) will not pass as a complete non-event. By now, many of the most glaring Year 2000 software glitches have been remedied by vendors, so it is more likely that any catastrophes that occur in the coming millennium will be the result of more subtle failures, probably involving indirect causes and interdependent systems.
The Communications Industry's extensive use of modern technology and computer systems means that it is vulnerable to direct Y2K bugs, while its vastly complex, interconnected nature makes it vulnerable to indirect or interdependency failures. To combat these problems, the industry is expected to spend significant amounts of money for testing and remediations. Telecom alone is expected to spend almost $2 billion for Y2K [CD99].
We will take a look at each of the sectors of the Communications Industry,
to see what Year 2000 issues they face and how they are prepared to deal
with them. We will begin by analyzing the Telecommunications Industry
in depth, as many of its problems are shared by other industry sectors.
Then, we will discuss some of the special concerns of each of the other
sectors. We will also take a close look at emergency communications.
All of the above elements are required for a single long-distance wireline call. The process for connecting an ordinary long-distance call is as follows:
In terms of infrastructure, each company has a variety of hardware and software components. For example, Bell Atlantic, one of the RBOCs, has over 350 types of network devices, deployed tens of thousands of times, 1200 software applications, 88000 PCs, 800 mid-range computers and 40 mainframes [US-1-98]. Network devices for a single company may include 1400 to 1600 switches, 30 to 50 signal transfer points, 5 to 60 service control points, thousands of transport component systems, and many element management systems and operating systems [CD99].
Therefore, the telecommunications network consists
of a number of elements, all working in concert to connect calls. The basic
call-connection process is carried out by simple routing switches and is
a relatively straightforward series of hand-offs among LECs, IXCs and PBXs;
however, additional layers of processing may be added for other, special
services. As such, the Telecommunications Industry is certainly reliant
on modern technology and computer systems, rendering it vulnerable to the
Year 2000 problem.
While the fundamental call-connection process may be compliant, it is not immune to failures caused by other, peripheral systems within telecom companies. The most important of these systems are the Operational Support Systems or OSS. The OSS control important telecom functions outside of the simple connection of calls. These services are often date or time dependent and can be divided into the areas of service management, service billing and service assuranceóthe third being the area of greatest concern. Service management involves establishing and canceling telephone company services, as well as some of the special services described above, like 800 service and scheduled routing changes. Service billing systems track money owed or paid for services rendered. Year 2000 errors in either of these first two systems will probably cause nuisances like billing problems or the interruption of special call-connection services. While such problems might inconvenience telecom companies and customers, they should not greatly impact the integrity of the basic network or the ability to connect ordinary calls. On the other hand, service assurance may involve fault detection systems and maintenance scheduling. These systems use date and time information to log errors in network devices and to track and schedule maintenance. If these systems fail, problems in network switches may go unnoticed and/or unfixed. Of important note is the strong possibility that such problems will not cause immediate network failures, and instead will contribute to a slow deterioration of the system. In fact, this slow degradation of the network means that Year 2000 telecom catastrophes may not occur until well after the January 1, 2000 deadline [US-1-98].
Even if all telecom systems, including the OSS, are compliant, failures are still possible due to unusual operating parameters created by the Y2K event. In the weeks leading up to the date change, many people are expected to call banks, health care providers, and so forth, inquiring about their levels of preparedness [Bea98]. During the date change, people may call from earlier time zones to those that have already made the transition to see if anything has happened [CD99]. There will, in fact, be a thirteen hour window between the time that Australia feels the effects of the date transition and when the US is impacted [FCC-E98], which could be exploited to shut down safety-critical systems with unforeseen problems. For example, if Australian nuclear power plants mysteriously begin to melt down at the stroke of midnight, December 31, 1999, then plants in the US can safely shut down their systems before they experience the same fateóprovided the phones are still in order and the power plants are able to communicate. In the aftermath of the date change, people will likely make calls to assess the damage. Each of these situations could present the network with a volume of calls so massive that widespread failures could occur. Furthermore, in the event that part of the network does go down and calls to a particular country or region fail to complete, there will likely be re-dial attempts, which will place an increased burden on one central office switch [Pow98], perhaps causing additional failures.
Finally, there exist outside dependencies beyond telecom control. Gerard Roth, Vice President of Technology Programs at GTE, points out, "It should not go unnoticed that the largest external risk to the operational integrity of the Public-Switched Telephone Network is the continued availability of electric power across the national power grid" [Rot-1-98]. This is ostensibly a major concern, because the network cannot possibly function without power. At least one electric company, Avista Corporation, reports, "We have yet to find a single embedded controller or subsystem anywhere within our generation or transmission infrastructure that would have hampered our ability to generate or deliver energy to our customers" [PR99]. Such assurances should not be accepted out of hand, however, as the power industry is subject to the same subtle interdependencies as telecom, and is equally likely to suffer from indirect failures.
To give some idea of the actual threat some of these problems pose to the industry, an October 1997 report by the Presidentís Commission on Critical Infrastructure Protection cited two recent examples of widespread telecom failure,
For the most part, telecom companies have been very cooperative in sharing information on their Y2K problems and efforts. An important consideration that companies have in their willingness to disclose information has been legal liability [Pow98]; however, the Year 2000 Information and Readiness Disclosure Act has eased this problem by limiting liability for disclosure. In addition, the Federal Communications Commission has been active in promoting intra-industry cooperation.
Interoperability testing is also an important part of the Telecommunications Industryís preparations. Simply testing one component of the network at a time does not ensure that it will function correctly as a complete system, therefore it is critical that the network be thoroughly tested for interoperability among the LECs, IXCs, PBXs, and so forth. In particular, there is the concern that any date or time information that is passed between network devices must be usable by the devices at both ends. In addition, the network is composed of equipment from a variety of vendors, so it is necessary to verify that the different devices will function correctly together [Lis98].
There are three potential drawbacks to the Telecommunication
Industryís solutions: Ownership, Mathematics and the impossibility of live-network
testing. First of all, ownership of the entire network is spread among
a large number of individual companies, and therefore many groups are responsible
for bringing it to compliance. Coordinating these efforts may prove to
be one of the most difficult aspects of the problem. In particular, each
company may have its own priorities for fixing problems, and therefore
uniform compliance cannot be assured. Second, there are too many permutations
of network elements to test them all. Compounding this problem is the fact
that the dynamic nature of call routing prevents our even predicting how
certain calls will be routed. This means that we cannot specifically test,
for example, if 911 calls will go through, because it is impossible to
know exactly what route such calls will take. (In some cases this problem
has been circumvented with the use of direct, dedicated calling lines.)
Finally, the telecom networks are in perpetual use, making it difficult
to conduct live-network testing. At best, small portions can be taken off-line
at one time without disrupting service [Rot-1-98,
Rot-2-98].
The FCC is playing an important role in facilitating the development and dissemination of information among telecom companies. They have adopted an engagement approach, rather than a regulatory one, both as an effort to encourage the cooperation of those within the industry, and because the short time period remaining precludes standard regulatory procedures [Pow98]. The first part of this approach has been a letter-writing campaign. The FCC sent out over 200 letters to communications companies, inquiring about their Y2K efforts. Telecomís response has been the best in the industry, with all twenty companies contacted responding. The FCC has also organized eight international informational forums in an effort to promote information sharing [US-1-98]. Of particular concern to the FCC are smaller carriers which may not realize the seriousness of the Y2K problem, or may not have the resources to implement Y2K-compliance measures. In an effort to reach these smaller businesses, the FCC has been working closely with trade associations [Pow98]. Finally, if all else fails, Commissioner Powell, defense commissioner and coordinator of Y2K issues at the FCC, has unilateral power to authorize emergency frequency use or tower construction in case of network collapse [CD99].
Another big concern for the FCC is the preparedness of international carriers. The two-way nature of telecommunications means that if international networks go down, no amount of preparedness on the part of the US will make international calls go through [US-1-98]. Consequently, the FCC has been working with the International Telecommunications Union to promote foreign compliance [Pow98]. The ITU, in conjunction with the World Bank, also plans to invest money in bringing foreign countries up to Y2K compliance [CD99]. The global outlook, so far, has been poor, however; a survey by the World Bank in February revealed that only 53 of the 132 countries researched were aware of the Y2K problem at all [KCS99].
A private research agency that has been instrumental
in telecom Y2K efforts is Bellcore. Bell Communications Research, or Bellcore,
was established by the RBOCs as a consortium to provide engineering, administrative
and other services to the Telecommunications Industry. It has been working
primarily to establish standards of compliance and promote industry cooperation.
The Bellcore GR2945 provides an industry specification for hardware and
software compliance that telecom companies can use as a common measure
[US-1-98]. In addition, Bellcore has organized the
Year 2000 Telco Forum. This series of meetings among major phone carriers
has been a valuable tool for information sharing and for organizing interoperability
testing [Lis98].
The Telecommunications Industry has a reputation for reliable service which is, in part, the result of formal and informal cooperative agreements among carriers. In the event of widespread outages, many carriers agree to share resources like supplies, portable equipment, motor vehicles and personnel, and they may arrange for temporary re-routing of traffic over another carrierís lines [CD99]. These agreements have worked very well in the past, and there is every reason to believe that they will prove effective in combating Y2K outages.
In order for telecom companies to maintain their own ability to communicate in the event of a public network failure, there exist alternate communication capabilities between critical network centers and industry parties. Dedicated lines exist between major service providers, equipment manufacturers and national security emergency preparedness operational sites. There is also the possibility of adding connectivity between software experts and switch manufacturers. Also in place is a system for communications independent of the public network, using high-frequency radio [US-1-98].
Finally, in the event of a loss of power, most telephone
carriers do have batteries and generators. Each company generally has enough
fuel to continue operations for several days before it will need to be
re-supplied [FCC-E98]. If electrical outages persist,
telecom companies will be dependent on the ability of shipping and fuel
companies to deliver the needed supplies. (Of course, these companies are,
in turn, dependent on telecommunications in their ability to provide these
supplies.)
Most of the basic telecommunications infrastructure
is free of Y2K errors; however, the possibility of network failures due
to indirect causes is considerable. Telecom companies are taking
steps to prevent against the indirect failures that they have thought of,
like failures in their own OSS or unusual call volumesóbut it is impossible
to think of everything, and it will be the failure that they did not consider
that will be their undoing. Furthermore, it is very likely that
the general lack of attention to Y2K in the international arena will hinder
telecomís ability to continue operations in other parts of the world in
the Year 2000 [US-1-98].
Currently, the industry maintains that there are no Y2K issues with the satellite hardware itself. This is a particular concern because the cost to test or replace embedded systems in orbiting satellites would be extreme [NST99]. Fortunately, satellites typically do not use standard date and time; they use their own "satellite local time," based on a reference to the Sun. Therefore, it is believed that there will be no problems with the satellites themselves [US-1-98]. On the other hand, there are believed to be Y2K errors in the control/monitoring software used on the ground. These systems could potentially cause satellites to stray off-course, and will have to be tested and updated.
Another concern that is not specifically a Y2K problem,
but is related, is the GPS rollover. The Global Positioning System
uses a 20-year countdown to keep track of date and time. The next
rollover date is August 21, 1999 [FCC-E98].
Although the industry does not expect any GPS-related satellite problems,
they do predict the malfunction of Customer Premises Equipment (CPE) that
use the GPS, which may not have been programmed to recognize the rollover.
Many such GPS-dependent devices malfunctioned on January 1 of this year,
foreshadowing the Y2K event yet to come. For example, many ships
which had become dependent on GPS since the early seventies had system
malfunctions. Old GPS devices could not understand the year 1999,
and hence ceased to function. The GPS rollover may give us a valuable preview
of the kinds of problems satellite communications may face with Y2K.
Part of this success has been a result of the large
fixed cost involved in starting cable operations. The significant
cable infrastructure serves as a market barrier to entryóbut may also be
a considerable barrier to Y2K compliance. The sheer number of pieces
of equipment that need to be examined and possibly repaired or replaced
is the primary obstacle the the Y2K-compliance efforts of the Cable Industry.
The cable service operator's Y2K responsibilities
are further aggravated by their reliance upon vendors. There is very
little testing and repairing that the cable service providers can do themselves;
instead, they must depend on vendors to identify and repair non-compliant
equipment. This reliance can be a particular problem because vendors
have their own unique time and resource constraints. In addition,
cable operators are dependent on external service providers, such as power,
telephony and satellite [FCC-C99].
On the other hand, Cable Television Laboratories
Inc. (CableLabs), a research center that serves the cable industry, comprised
of major Multiple System Operators (MSO), has been useful in disseminating
info regarding the ways that certain equipment should be replaced and/or
repaired [FCC-C99].
A somewhat peripheral issue that has received a seemingly
unwarranted amount of attention is tower lighting. The reason tower lighting
is such a concern is because improperly lit towers pose a significant risk
to low flying aircraft that may collide with the towers. This would not
only be of great danger to the aircraft, but would seriously impair regional
broadcasting capabilities. Nonetheless, the lighting should continue
to work (as long as there is power) since it is based on the amount of
ambient light, not on any date or time information [FCC-B99].
In addition, many operators think that purchasing new equipment to make the transition from analog to digital will automatically bring them to Y2K compliance; however, the assumption that the newness of digital equipment assures Y2K compliance is not necessarily warranted [FCC-B99].
The majority of paging service providers began working
on compliance about two years ago. One barrier to Y2K compliance
is that there are a large number of small service providers and vendors
who cannot afford to test or repair Y2K problems. The best tactics
for these small providers is to contact vendors to see what solutions they
may have. That said, the Paging Industry is not expecting to have
a major Y2K disruption. Most of the problems should arise in Customer
Premises Equipment, like the pagers themselves, and should only be inconveniences
like incorrect time stamps [LMRN99]. On the
other hand, users like doctors depend on pagers for their daily operations
and a failing paging network may cause chaos or death. Furthermore,
it has been seen that minor disruptions can cause major shutdowns of paging
operations. For example, in early spring of 1998, a single satellite
malfunction caused millions of pagers to go down [Bea98].
In addition, there is an important example of an
unusual wireless communications failure, worth mentioning here. On
January 17, 1994, an earthquake of magnitude 6.7 hit Northridge, California.
This event was large enough to cause multiple communications systems to
go down, including the phone lines. As a result, many people resorted
to using their cellular phones. The ensuing onslaught of cellular
traffic was so great that it disrupted emergency radio communications.
This example highlights the potential for unforeseen failures arising from
the subtle interaction of systems.
"To me, the answer is very simple. Someone will
die. Someone will die because if a 911 call doesn't go through in any aspect
of this country within a matter of minutes, certainly lending into hours,
there will be people who are in situations who would otherwise have been
saved, or sufficiently aided by telecommunication services that won't be.
And with that, you can understand the profound and serious nature with
which our attention to emergency services needs to be directed" [FCC-E98]
The Emergency Alert System (EAS) is the system that replaced the EBS (Emergency Broadcast System) and works by monitoring traffic on a public safety radio channel. When there is increased traffic on a local AM safety channel, the system detects the change in traffic then alerts the local television station to the situation. EAS started life as a modification the National Weather Serviceís electronic alerting system, and has developed over time to replace EBS. The main benefit of the new EAS system over EBS, is that broadcasts can now be done regionally, or even sub-regionally. The EAS specification requires every broadcast and cable system in the US monitor at least two other broadcast stations for a sharp increase in traffic. Many of monitoring systems watch the National Weather Service as one of their two stations.
The second of the these three systems is the 911 System. There are two 911 systems currently in place, the traditional Basic 911 system, and the Enhanced 911 (E-911) system. The essence of the 911 system is the routing of every call that come into the local-central office that dial 911 to one common point, most often a police station. The E-911 system has the ability to route selectively through knowledge of where the customer is calling from based on the customerís ANI (automatic number identification), and can be routed specifically to the proper jurisdiction, for fast and efficient service. There are many core components to the 911 system. These components include: PSAP (Public service answering points), CPE (Customer Premises Equipment), ANI (Automatic numbering system), ALI (Automatic Line Information). PSAPs are the actual location that the call is received and processed. There is almost always electronic equipment at the site for recording calls. CPEs are the infrastructure, usually and specialized computer and electronic equipment, used to receive and record calls, and process all other data and emergency aspects of a 911 call. This electronic equipment is often some form of Computer Aided Dispatch (CAD). The ANI is the identification number associated with the incoming call. The CPEs use the ANI to make an ALI (Automatic Line Information) database lookup query to get information about the general location, address, and directions to the 911 callers location. The ALI database will also send back significant facts, if relevant, to the call dispatch. The functionality of this system is highly contingent on the functionality of the telecommunications system. Furthermore, since 911 systems are implemented on a state and regional level, there is no standardization to how the system works specifically. In fact, many 911, and E-911 systems use dedicated telephone lines and tandems for guaranteed routing and traffic avoidance, but once again this is not formally standardized.
Given the complexity and intricate nature of the 911 system, it is worthwhile to examine how these systems actually work. The pre-dispatch phase of a 911 call is a basic sequence of events. First, the PSTN get the 911 call and relays it to the central local office. The 911 call is then send via a 911 Tandem using a computer selected route. The call then reaches the PSAP, and does an ALI lookup. This information is then passed to the operator at the Computer Aided Dispatch terminal who can then speak and help the caller.
When the call comes in, and the operator depresses the answer key, a hidden process begins. This process involves using an ALI controller that requests an ALI lookup over the networked database. This lookup depends on reliable telephone services.
The last of the three core emergency communications
is the 2-way radio systems. Conventional 2-way radio is the principle public
means for public safety communication. These systems are robust and are
not known to have any time or date dependencies. 2-way radio communication
is not likely to go down from Y2K effects, so long as there is power [FCC-E98].
Unlike the 911 system, the fundamental dependability of the Emergency Alert System is in doubt. This system relies heavily on a chain of communication as the emergency message travels from federal government to state governments to broadcast stations where any point in the chain can interrupt the message [FCC-B99]. Aside from technological problems, one of the major setbacks for public safety agencies is obtaining funding necessary for Y2K compliance. Computer aided dispatch systems are often archaic, and cost millions to replace. It is anticipated that delayed efforts on fixing these systems will come too late. If the ALI controller, embedded in the CAD system was programmed to recognize two digit dates, then the controller will fail come January 1, 2000. The operator in the 911 PSAP will get a voice path, but the ALI will fail and the operator where the call originated from.
Expected costs to repair the 911 system are enormous.
It has been estimated that industry wide costs approach billions of dollars.
This enormous cost arises from the sheer number of public safely agencies
(17000 law enforcement agencies, 75 percent with less than 25 officers)
[FCC-W99].
As one last precaution, in case of a complete failure
of the wireline networks, high frequency radio connectivity is currently
available to AT&T, Sprint, The National Telecommunications Alliance,
the FCC, Bell Atlantic, NASA, GTE, Bell south, Ameritech, Southwestern
Bell, FEMA, AT&T Wireless, and PacificBell. These sites also provide
high frequency message relaying support to government agencies.
[Fou98]
The Emergency Alert System relies on television and
radio broadcasts. Contingency planning often depends on having a person
at the radio station. This is the case because of detection imperfections
in the technology had often led to broadcasts of irrelevant data. Many
radio stations have thus turned off the automated system to leave their
operators listen to the alerts manually before broadcasting them on the
air.
For the most part, the communications infrastructure is rather robust. The communications network has been designed for unfailing reliability, not exclusive of the Year 2000 Problem. Practically none of the communications hardware or embedded systems contain date or time dependencies, so the network is relatively immune to direct Y2K failures. Of greater concern are peripheral systems and external dependencies.
All sectors of the industry have some peripheral systems that are controlled by software and are date/time dependent. Most of these systems are not likely to cause major failures, but rather will be inconvenient nuisances. At the same time, there do exist peripheral systems with the potential to cause extensive network failures. History has demonstrated that relatively minor errors can cause wide-spread loss of communications. The industry is dedicating extensive resources to determining what systems could cause such errors and how they can best be handled.
Overall, the industry is doing an excellent job of sharing information
and testing, and seems well prepared for the coming millenium. Most
potential problems have been discovered and are currently being dealt with.
Furthermore, the industry has a well-earned reputation for reliability,
upheld through industry-wide cooperation and careful contingency planning.
There is every reason to believe that the Communications Industry will
continue to provide reliable service before, during and after the Year
2000 event.
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[CD99] "Year 2000 Tests Near End Without Finding Major Glitches," Communications Daily, 9 February 1999.
[DY99] "New Year's Glitches Highlight Y2K-Bug Threat," The Daily Yomiuri (Tokyo), 28 January 1999.
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[KCS99] " 'Foreign Nations Lag in Y2K Preparations, ëMany have taken no steps so far,' World Bank Says," The Kansas City Star, 6 February 1999.
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[Kow98] Kowitz, Fred. Statement of Fred Kowitz, Director of Ameritech Corporation, before the Subcommittee on Government Management, Information, and Technology of the Committee on government Reform and Oversight. Washington: Federal Document Clearing House, Inc., 1998.
[LAT99] "Ventura County News; Call Boxes Latest Target of Y2K Bug," Los Angeles Times, 11 February 1999.
[Lis98] List, Dr. Judith. Prepared Testimony of Dr. Judith List, Vice President and General Manager of Integrated Technology Solutions in the Business Unit of Bellcore, before the Senate Special Committee on the Year 2000 Technology Problem. Washington: Federal Information Systems Corp., 1998.
[LMRN99] "Paging, SMR Carriers heading toward Y2K Compliance Despite Financial Burden," Land Mobile Radio News, 5 February 1999.
[NST99] "Threats from Y2K-embedded systems, " New Straits Times (Malaysia), 8 February 1999.
[Pow98] Powell, Michael K. Prepared Statement of Michael K. Powell, Commissioner of the Federal Communications Commission, before the Senate Special Committee on the Year 2000 Technology Problem. Washington: Federal Information Systems Corporation, 1998.
[PR99] "Year 2000 Readiness Disclosure Avista Corp. Completes Y2K Testing of All Electric Generation and Transmission Facilities; 11 Diversified Generators and 172 Substations Now Y2K Ready," PR Newswire (Spokane, WA), 16 February 1999.
[RCR99] "Telecom Industry's Y2K Challenge Among the Biggest," Radio Communications Report, 1 February 1999.
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[Rot-2-98] Roth, A. Gerard. Prepared Statement of A. Gerard Roth, Vice President of Technology Programs at GTE, on behalf of the Telco Year 2000 Forum, before the House Committee on Banking and Financial Services. Washington: Federal Information Systems Corp., 1998.
[TS99] "A Y2K Checklist for Teleworkers Home Offices Not Immune," The Toronto Sun, 20 January 1999.
[US-1-98] United States Congress, Senate Special Committee on the Year 2000 Technology Problem. Preparedness of the Nation'sTelecommunications Industry. Washington: Federal Document Clearing House, Inc., 1998.
[US-2-98] United States Congress, Oversight Subcommittee of the House Ways and Means Committee. Year 2000 Computer Problems. Washington: Federal Information Systems Corp., 1998.
[Whi98] White, William O. Statement of William O. White, Member of the Telco Year 2000 Forum, before the Subcommittee on Oversight of the House Committee on Ways and Means on the Year 2000 Problem and Telecommunications Systems. Washington: Federal Document Clearing House, Inc., 1998.
[WTN99] "Powell Berates Wireless Industry for Poor Y2K Response," Washington Telecom Newswire, 10 February 1999.
[Yar-34-99] Yardeni, Dr. Edward. The Y2K Reporter #34, 25 January 1999. Available at http://www.yardeni.com as of 19 February 1999.
[Yar-36-99] Yardeni, Dr.
Edward. The Y2K Reporter #36, 22 February 1999. Available at http://www.yardeni.com
as of 19 February 1999.