The spoke–hub distribution paradigm (also known as the hub-and-spoke system) is a form of transport topology optimization in which traffic planners organize routes as a series of "spokes" that connect outlying points to a central "hub". Simple forms of this distribution/connection model contrast with point-to-point transit systems, in which each point has a direct route to every other point, and which modeled the principal method of transporting passengers and freight until the 1970s. Delta Air Lines pioneered the spoke–hub distribution model in 1955,[1] and the concept revolutionized the transportation logistics industry after Federal Express demonstrated its value in the early 1970s. In the late 1970s the telecommunications and information technology sector subsequently adopted this distribution topology, dubbing it the star network network topology.
"Hubbing" involves "the arrangement of a transportation network as a hub-and-spoke model".[2]
The hub-and-spoke model, as compared to the point-to-point model, requires fewer routes. For a network of n nodes, only routes are necessary to connect all nodes so the upper bound is, and the complexity is O(n). That compares favourably to the
| n(n-1) | |
| 2 |
Complicated operations, such as package sorting and accounting, can be carried out at the hub rather than at every node, and this leads to economies of scale. As a result of this, spokes are simpler to operate, and so new routes can easily be created.
In addition, the hub constitutes a bottleneck or single point of failure in the network. The total cargo capacity of the network is limited by the hub's capacity. Delays at the hub (such as from bad weather conditions) can result in delays throughout the network. Cargo must pass through the hub before reaching its destination and so require longer journeys than direct point-to-point trips. That may be desirable for freight, which can benefit from sorting and consolidating operations at the hub, but it is problematic for time-critical cargo, as well as for passengers. The necessity of baggage transfers at the hub also increases the risk of missing luggage, as compared to the point-to-point model.
See main article: Airline hub. In 1955, Delta Air Lines pioneered the hub-and-spoke system at its hub in Atlanta, Georgia,[3] in an effort to compete with Eastern Air Lines. In the mid-1970s FedEx adopted the hub-and-spoke model for overnight package delivery. After the airline industry was deregulated in 1978, several other airlines adopted Delta's hub-and-spoke paradigm.
Airlines have extended the hub-and-spoke model in various ways. One method is to create additional hubs on a regional basis and to create major routes between them. That reduces the need to travel long distances between nodes near one another. Another method is to use focus cities to implement point-to-point service for high-traffic routes and to bypass the hub entirely.
The spoke–hub model is applicable to other forms of transportation as well:
For passenger road transport, the spoke–hub model does not apply because drivers generally take the shortest or fastest route between two points. However, the road network as a whole likewise contains higher order roads like limited access highways and more local roads with most trips starting and ending at the latter but spending most of the distance on the former.
The hub-and-spoke model has also been used in economic geography theory to classify a particular type of industrial district. Economic geographer Ann Markusen theorized about industrial districts, with a number of key industrial firms and facilities acting as a hub, with associated businesses and suppliers benefiting from their presence and arranged around them like the spokes of a wheel. The chief characteristic of such hub-and-spoke industrial districts is the importance of one or more large companies, usually in one industrial sector, surrounded by smaller, associated businesses. Examples of cities with such districts include Seattle (where Boeing was founded), Silicon Valley (a high tech hub), and Toyota City, with Toyota.
See main article: San Francisco System. In the context of East Asian geopolitics, Victor Cha says the hub-and-spokes paradigm refers to the network of alliances the United States has built individually with other East Asian countries. The 1951 Security Treaty Between the United States and Japan, the 1953 U.S.–South Korea Status of Forces Agreement and the 1954 Mutual Defense Treaty between the United States and the Republic of China (later replaced by the Taiwan Relations Act) are some examples of such bilateral security relationships.[4] The system creates a bilateral security architecture in East Asia that is different from the multilateral security architecture in Europe. The US acts as a "hub", and Asian countries like South Korea and Japan are its "spokes". There is a strong connection between the hub and the spoke, but weak or no connections between the spokes themselves.[5]
In April 2014, all ten ASEAN defense chiefs and United States Secretary of Defense Chuck Hagel attended the US–ASEAN Defense Forum in Hawaii. The meeting was the first time the US hosted the forum and was part of a US attempt to get the countries to strengthen military ties between themselves.[6]