Airbnb was able to complete its entire database migration to Amazon RDS with only 15 minutes of downtime. This quick transition was very important to the fast-growing Airbnb because it did not want its community of users to be shut out of its marketplace for an extended period of time. Tobi Knaup, an engineer at Airbnb says, “Because of AWS, there has always been an easy answer (in terms of time required and cost) to scale our site.”

In addition, Airbnb moved its main MySQL database to Amazon Relational Database Service (Amazon RDS). Airbnb chose Amazon RDS because it simplifies much of the time-consuming administrative tasks typically associated with databases. Amazon RDS allows difficult procedures, such as replication and scaling, to be completed with a basic API call or through the AWS Management Console. Airbnb currently uses Multi-Availability Zone (Multi-AZ) deployment to further automate its database replication and augment data durability.

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American Airlines' wastewater treatment plant recycles water used at the base to wash aircraft, process rinse water tanks, and irrigate landscape. That alone has saved almost $1 million since 2002. In addition to that, American Airlines has also won the award for the reduction of hazardous waste that saved them $229,000 after a $2,000 investment. A bar code system is used to track hazardous waste. It has led to reduction of waste by 50 percent since 2000.[80]
New York–LaGuardia – The ninth-largest hub for American in terms of number of flights, the tenth-largest in number of destinations and American's fourth hub for the East Coast.[22] About 8.5 million passengers fly through LGA on American every year, or about 23,000 people per day.[22] The airport also serves as a base for American Airlines Shuttle. American has about 27% of the market share at LGA, and is the second-largest carrier behind Delta.[22]
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Airbnb features a review system in which guests and hosts can rate each other after a stay. Hosts and guests are unable to see reviews until both have submitted a review or until the window to review has closed, a system which aims to improve accuracy and objectivity by removing fears that users will receive a negative review in retaliation if they write one. However, the truthfulness and impartiality of reviews may be adversely affected by concerns of future stays because prospective hosts may refuse to host a user who generally leaves negative reviews. In addition, the company's policy requires users to forego anonymity, which may also detract from users' willingness to leave negative reviews. These factors may damage the objectivity of the review system.[126][127][128][129]

Violations occurring over a 4½ year period—from October 1993 to July 1998—targeted American Airlines for using high-sulfur fuel in motor vehicles at 10 major airports around the country. Under the federal Clean Air Act high sulfur fuel cannot be used in motor vehicles. American Airlines promptly identified and corrected these violations of the Clean Air Act.[79]
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The rigidity can also cause drama at the airport, where it can produce uneven customer service, as agents may close out flights before connecting passengers arrive. Isom said he understands the criticism, but said in many cases keeping operational integrity helps more customers. American has 6,700 daily flights, and sometimes it’s easier to put passengers on the next one, rather than hold doors open.
On January 17, 2013, American unveiled a new livery.[68] Before then, American had been the only major U.S. airline to leave most of its aircraft surfaces unpainted. This was because C. R. Smith hated painted aircraft, and refused to use any liveries that involved painting the entire plane. Robert "Bob" Crandall later justified the distinctive natural metal finish by noting that less paint reduced the aircraft's weight, thus saving on fuel costs.[69]
In November 2012, Airbnb opened an office in Sydney, Australia, its 11th office location, and announced plans to launch the service in Thailand and Indonesia.[54] At that time, Australian consumers accounted for 10% of the Airbnb user base,[55] and in December that same year, Airbnb announced its strategy to move more aggressively into the Asian market with the launch of an office in Singapore.[56]
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