Teletraffic engineering

Teletraffic engineering, telecommunications traffic engineering, or just traffic engineering when in context, is the application of transportation traffic engineering theory to telecommunications. Teletraffic engineers use their knowledge of statistics including queuing theory, the nature of traffic, their practical models, their measurements and simulations to make predictions and to plan telecommunication networks such as a telephone network or the Internet. These tools and knowledge help provide reliable service at lower cost.

The field was created by the work of A. K. Erlang for circuit-switched networks but is applicable to packet-switched networks, as they both exhibit Markovian properties, and can hence be modeled by e.g. a Poisson arrival process.

The crucial observation in traffic engineering is that in large systems the law of large numbers can be used to make the aggregate properties of a system over a long period of time much more predictable than the behaviour of individual parts of the system.

In PSTN architectures

The measurement of traffic in a public switched telephone network (PSTN) allows network operators to determine and maintain the quality of service (QoS) and in particular the grade of service (GoS) that they promise their subscribers. The performance of a network depends on whether all origin-destination pairs are receiving a satisfactory service.

Networks are handled as:

  • loss systems, where calls that cannot be handled are given equipment busy tone, or
  • queuing systems, where calls that cannot be handled immediately are queued.

Congestion is defined as the situation when exchanges or circuit groups are inundated with calls and are unable to serve all the subscribers. Special attention must be given to ensure that such high loss situations do not arise. To help determine the probability of congestion occurring, operators should use the Erlang formulas or the Engset calculation.

Exchanges in the PSTN make use of trunking concepts to help minimize the cost of the equipment to the operator. Modern switches generally have full availability and do not make use of grading concepts.

Overflow systems make use of alternative routing circuit groups or paths to transfer excess traffic and thereby reduce the possibility of congestion.

A very important component in PSTNs is the SS7 network used to route signalling traffic. As a supporting network, it carries all the signalling messages necessary to set up, break down or provide extra services. The signalling enables the PSTN to control the manner in which traffic is routed from one location to another.

Transmission and switching of calls is performed using the principle of time-division multiplexing (TDM). TDM allows multiple calls to be transmitted along the same physical path, reducing the cost of infrastructure.

In call centers

A good example of the use of teletraffic theory in practice is in the design and management of a call center. Call centers use teletraffic theory to increase the efficiency of their services and overall profitability through calculating how many operators are really needed at each time of the day.

Queueing systems used in call centers have been studied as a science. For example, completed calls are put on hold and queued until they can be served by an operator. If callers are made to wait too long, they may lose patience and default from the queue (hang up), resulting in no service being provided.

In broadband networks

Teletraffic engineering is a well-understood discipline in the traditional voice network, where traffic patterns are established, growth rates can be predicted, and vast amounts of detailed historical data are available for analysis. However, in modern broadband networks, the teletraffic engineering methodologies used for voice networks are inappropriate.[1]

Long-tail traffic

Of great importance is the possibility that extremely infrequent occurrences are more likely than anticipated. This situation is known as long-tail traffic. In some designs, the network might be required to withstand the unanticipated traffic.

Teletraffic economics and forecasting

As mentioned in the introduction, the purpose of teletraffic theory is to reduce cost in telecommunications networks. An important tool in achieving this goal is forecasting. Forecasting allows network operators to calculate the potential cost of a new network / service for a given QoS during the planning and design stage, thereby ensuring that costs are kept to a minimum.

An important method used in forecasting is simulation, which is described as the most common quantitative modelling technique in use today. An important reason for this is that computing power has become far more accessible, making simulation the preferred analytical method for problems that are not easily solved mathematically.

As in any business environment, network operators must charge tariffs for their services. These charges must be balanced with the supplied QoS. When operators supply services internationally, this is described as trade in services and is governed by the General Agreement on Trade in Services (GATS).

See also

References

  • "Deploying IP and MPLS QoS for Multiservice Networks: Theory and Practice" by John Evans, Clarence Filsfils (Morgan Kaufmann, 2007, ISBN 0-12-370549-5)
  • V. B. Iversen, Teletraffic Engineering handbook, ([1])
  • M. Zukerman, Introduction to Queueing Theory and Stochastic Teletraffic Models, PDF)

Read other articles:

Andrius Kubilius Perdana Menteri LithuaniaPetahanaMulai menjabat 9 Desember 2008PresidenValdas AdamkusDalia Grybauskaitė PendahuluGediminas KirkilasPenggantiPetahanaMasa jabatan3 November 1999 – 9 November 2000PresidenValdas Adamkus PendahuluIrena Degutienė (sementara)PenggantiRolandas PaksasKetua Homeland UnionPetahanaMulai menjabat 2003 PendahuluVytautas LandsbergisPenggantiPetahana Informasi pribadiLahir8 Desember 1956 (umur 67)Vilnius, Lithuanian SSR, USSRPartai ...

 

Perekacitraan 3D adalah proses grafik komputer 3D yang mengubah model 3D menjadi gambar 2D di komputer . Rekacitra 3D mungkin menyertakan efek fotorealistik atau gaya non-fotorealistik . Cara merekacitra Rekacitra 3D fotorealistik dari 6 kipas komputer menggunakan rendering radiositas, DOF, dan materi prosedural Perekacitraan adalah proses akhir pembuatan gambar atau animasi 2D sebenarnya dari adegan yang telah disiapkan. Hal ini dapat dibandingkan dengan mengambil foto atau merekam adegan se...

 

Araburu Kisetsu no Otome-domo yo.Gambar sampul manga Araburu Kisetsu no Otome-domo yo. volume pertama yang diterbitkan oleh Kodansha荒ぶる季節の乙女どもよ。(Araburu Kisetsu no Otome-domo yo.)GenreComing of age[1][2] MangaPengarangMari OkadaIlustratorNao EmotoPenerbitKodanshaPenerbit bahasa InggrisNA Kodansha USAImprintShōnen Magazine ComicsMajalahBessatsu Shōnen MagazineDemografiShōnenTerbit9 Desember 2016 – 9 September 2019Volume8 Seri animeSutradaraMasahiro ...

ماتيو فلاميني (بالفرنسية: Mathieu Flamini)‏  معلومات شخصية الاسم الكامل ماتيو فلاميني الميلاد 7 مارس 1984 (العمر 40 سنة)مارسيليا الطول 1.78 م (5 قدم 10 بوصة) مركز اللعب لاعب وسط الجنسية فرنسا  معلومات النادي النادي الحالي كريستال بالاس الرقم 20 المسيرة الاحترافية1 سنوات فريق �...

 

Supreme Court of the United States38°53′26″N 77°00′16″W / 38.89056°N 77.00444°W / 38.89056; -77.00444EstablishedMarch 4, 1789; 235 years ago (1789-03-04)LocationWashington, D.C.Coordinates38°53′26″N 77°00′16″W / 38.89056°N 77.00444°W / 38.89056; -77.00444Composition methodPresidential nomination with Senate confirmationAuthorized byConstitution of the United States, Art. III, § 1Judge term lengthl...

 

This article is about the modern city. For other uses, see Ashland, Kentucky (disambiguation). City in Kentucky, United StatesAshland, KentuckyCityDowntown Ashland in 2019 FlagLogoMotto: A proud past. A bright future.Location of Ashland in Boyd County, KentuckyAshlandLocation in KentuckyShow map of KentuckyAshlandLocation in the United StatesShow map of the United StatesCoordinates: 38°27′50″N 082°38′30″W / 38.46389°N 82.64167°W / 38.46389; -82.64167Co...

American Mormon leader (1792–1872) W. W. PhelpsPersonal detailsBornWilliam Wines Phelps(1792-02-17)February 17, 1792Hanover Township, New Jersey, USDiedMarch 17, 1872(1872-03-17) (aged 80)Salt Lake City, Utah TerritoryResting placeSalt Lake City Cemetery40°46′37″N 111°51′29″W / 40.777°N 111.858°W / 40.777; -111.858 (Salt Lake City Cemetery)OccupationChurch printerTitleScribe to Joseph Smith, composer of numerous LDS hymnsSpouse(s)Stella Water...

 

Turkish writer Semra ÖzdamarBornEmine Sevgi Özdamar (1946-08-10) 10 August 1946 (age 77)Malatya, TurkeyOccupationWriterYears active1990–2007 Emine Sevgi Özdamar (born 10 August 1946) is a writer, director, and actress of Turkish origin who resides in Germany and has resided there for many years. Özdamar's art is distinctive in that it is influenced by her life experiences, which straddle the countries of Germany and Turkey throughout times of turmoil in both. One of her most n...

 

الطيران الشراعيالشعارمعلومات عامةالمنتسبون paraglider pilot (en) الخصائصالتصنيف رياضة عنيفة — رياضة هوائية التجهيزات المستعملة paraglider (en) تعديل - تعديل مصدري - تعديل ويكي بيانات التحليق فوق وادي رم بالأردن. الطيران المظلي هي رياضة الهبوط بالمظلات وتقام لها مسابقات.[1][2][3&#...

2020年夏季奥林匹克运动会波兰代表團波兰国旗IOC編碼POLNOC波蘭奧林匹克委員會網站olimpijski.pl(英文)(波兰文)2020年夏季奥林匹克运动会(東京)2021年7月23日至8月8日(受2019冠状病毒病疫情影响推迟,但仍保留原定名称)運動員206參賽項目24个大项旗手开幕式:帕维尔·科热尼奥夫斯基(游泳)和马娅·沃什乔夫斯卡(自行车)[1]闭幕式:卡罗利娜·纳亚(皮划艇)&#...

 

The Single European Sky (SES) is a European Commission initiative that seeks to reform the European air traffic management system through a series of actions carried out in four different levels (institutional, operational, technological and control and supervision) with the aim of satisfying the needs of the European airspace in terms of capacity, safety, efficiency and environmental impact.[1] Background   Military airspaces avoided by civilian aircraft (2009) Air traffic...

 

You can help expand this article with text translated from the corresponding article in German. (September 2023) Click [show] for important translation instructions. View a machine-translated version of the German article. Machine translation, like DeepL or Google Translate, is a useful starting point for translations, but translators must revise errors as necessary and confirm that the translation is accurate, rather than simply copy-pasting machine-translated text into the English Wik...

American mathematician William FultonWilliam Fulton at Oberwolfach in 2006Born (1939-08-29) August 29, 1939 (age 84)Naugatuck, Connecticut, USNationalityAmericanAlma materPrinceton UniversityAwardsLeroy P. Steele Prize (2010)Scientific careerFieldsMathematicsInstitutionsUniversity of MichiganUniversity of ChicagoBrown UniversityBrandeis UniversityDoctoral advisorGerard WashnitzerOther academic advisorsJohn MilnorJohn Coleman MooreGoro ShimuraDoctoral students Thomas A. Garrity ...

 

Semi-automatic pistol Beholla Pistol The Beholla pistol made in 1915 for the German forces in WWITypeSemi-automatic pistolPlace of originGerman EmpireService historyUsed byGermanyWarsWorld War ILithuanian Wars of IndependenceWorld War IIProduction historyDesignerBecker & HollanderManufacturerWaffenfabrik August Menz of SuhlProduced1915–1918No. built45,000SpecificationsMass640 g (23 oz)Length140 mm (5.5 in)Barrel length75 mm (3.0 in)...

 

Upper house of the Alabama legislature This article needs additional citations for verification. Please help improve this article by adding citations to reliable sources. Unsourced material may be challenged and removed.Find sources: Alabama Senate – news · newspapers · books · scholar · JSTOR (April 2014) (Learn how and when to remove this message) 32°22′36″N 86°17′56″W / 32.37667°N 86.29889°W / 32.37667; -86.29889 ...

United States Air Force - Korea Air Force base in Pyeongtaek, South Korea Osan Air BaseKorean: 오산공군기지Hanja:烏山空軍基地)Near Pyeongtaek, Gyeonggi Province in South KoreaUS Air Force F-16C Fighting Falcon and A-10A Thunderbolt II aircraft of the 51st Fighter Wing flying over Osan Air Base in June 2009.Osan ABShow map of AsiaOsan ABShow map of KoreaOsan ABShow map of South KoreaOsan ABShow map of North Pacific Coordinates37°05′26″N 127°01′47″E / ...

 

2009 greatest hits album by Our Lady PeaceThe Very Best of Our Lady PeaceGreatest hits album by Our Lady PeaceReleasedMarch 31, 2009[1]Recorded1992–2005GenreAlternative rock, post-grunge, art rockLength64:06LabelLegacy, ColumbiaOur Lady Peace chronology A Decade(2006) The Very Best of Our Lady Peace(2009) Burn Burn(2009) Professional ratingsReview scoresSourceRatingAllmusic[2] Playlist: The Very Best of Our Lady Peace is a compilation album consisting of select rema...

 

Jang Hee-ryungAktor Jang Hee-ryeong dan Ko Seong-hee berpartisipasi dalam koleksi lagu jain 19F / W , 2019Lahir11 November 1993 (umur 30)Sacheon, Provinsi Gyeongsang Selatan, Korea SelatanNama lainJang Hui-ryoungPekerjaanAktris * ModelTahun aktif2014–presentAgenJYP EntertainmentNama KoreaHangul장희령 Alih AksaraJang Hui-ryeongMcCune–ReischauerChang Hŭi-ryŏng Jang Hee-ryung (lahir November 11, 1993) adalah seorang aktris dan model asal Korea Selatan. Dia adalah yang te...

この記事は英語版の対応するページを翻訳することにより充実させることができます。(2023年7月)翻訳前に重要な指示を読むには右にある[表示]をクリックしてください。 英語版記事を日本語へ機械翻訳したバージョン(Google翻訳)。 万が一翻訳の手がかりとして機械翻訳を用いた場合、翻訳者は必ず翻訳元原文を参照して機械翻訳の誤りを訂正し、正確な翻訳にし�...

 

1929 film Red Hot RhythmLobby cardDirected byLeo McCareyProduced byWilliam ConselmanJoseph P. KennedyStarringAlan Hale Sr.Kathryn CrawfordWalter O'KeefeJosephine DunnCinematographyJohn J. MescallMusic byJosiah Zuro (uncredited)Distributed byPathé ExchangeRelease date November 23, 1929 (1929-11-23) Running time75 minutesCountryUnited StatesLanguageEnglish Red Hot Rhythm (1929) is an American pre-Code early sound musical film directed by Leo McCarey, and starring Alan Hale Sr., ...