Sobre macaca, macaca-de-auditório, macacal, macacão, macacar, macacarecuia, macacaria, macaco, macacoa*, macaco-adufeiro, macaco-aranha, macaco-barrigudo, macaco-cabeludo, macaco-da-meia-noite, macaco-da-noite macaco-de-bando, macaco-de-cheiro, macaco-inglês, macaco-japonês, macaco-narigudo, macaco-patrona, macaco-prego, macaco-prego-do-peito-amarelo e TI.

sábado, fevereiro 02, 2013

A venda de ingressos para o Mineirão e o despreparo técnico das empresas envolvidas



Motivado pela despreparo e desrespeito ao torcedor durante a venda de ingressos para o clássico Atlético x Cruzeiro, do qual eu também fui vítima, resolvi ressuscitar o blog e dar meus dois 2 cents sobre o assunto.

São dois assuntos chave que tento esclarecer aqui de forma mais didática possível: 1 permitir o acesso simultâneo sem necessidade de fila virtual , 2 evitar a duplicidade de ingressos.

Na Engenharia de software os requisitos se dividem em dois: funcionais e não funcionais. Os requisitos funcionais são aqueles que detalham o que um sistema deve fazer em termos de objetivos de negócio, por exemplo, o usuário deve poder escolher o assunto durante a compra. Já os requisitos não funcionais definem como o sistema deve ser comportar. Entre os requisitos não funcionais estão usabilidade, disponibilidade, segurança etc. São os requisitos não funcionais que interessam para esse nosso assunto aqui.

Durante o desenho da arquitetura candidata para o software deve-se levantar e estimar qual será o volume de acessos simultâneos e como será o comportamento do usuário durante a utilização do sistema. Não é uma tarefa trivial porque é difícil prever o comportamento humano, mas é possível.  Em casos que a disponibilidade do sistema é um fator crítico, pode-se usar técnicas de avaliação de sistemas computacionais. Essas técnicas consistem em realizar a modelagem matemática do sistema e utilizar distribuições estáticas para mensurar seu comportamento durante carga. O professor Virgílio Almeida (http://homepages.dcc.ufmg.br/~virgilio/site/) daqui da UFMG é uma das referências desse assunto no mundo. Essa etapa do projeto vai te dar a dimensão da infraestrutura e da arquitetura de software necessárias para suportar os requisitos de desempenho.

Primeiro problema: Garantir que tudo mundo tenha acesso ao recurso sem precisar enfileirar as pessoas.

A fila não é uma má solução do ponto de vista computacional. Quando não se tem a infra adequada pode ser a forma mais simples de garantir a disponibilidade de um serviço, mas isso não quer dizer que não existam outras soluções. Uma solução muito comum (e até barata) é criar um cluster computacional. Invés de utilizar um servidor parrudão, utiliza-se milhares de pequenos computadores que realizam o trabalho paralelamente. Com o advento da computação nas nuvens, ficou mais fácil criar um cluster de baixo custo que pode crescer sobre demanda utilizando infraestrutura de terceiros. Os mais comuns são a AWS da Amazon e o Rackspace. Eu os utilizo em meus projetos com bastante sucesso.

Uma vez que você tem diversos servidores trabalhando em paralelo é necessário disponibilizar um cara que vai controlar e distribuir a carga entre os servidores. Normalmente utiliza-se load balances (balanceadores de carga). O LB mantém um pequeno número de usuários em uma dessas maquininhas. Para isso existe o conceito de afinidade, que normalmente é feito por IP ou cookie. Isso significa que o load balance redireciona X usuários para um servidor Y e todas as requisições X serão para Y. Ou seja, a carga fica balanceado. Isso por si só já é uma arquitetura suficiente para manter a disponibilidade. Para mais usuários, adiciona-se mais nós ao cluster.

Segundo problema: Garantir atomicidade das transações
O que queremos aqui e evitar a duplicidade. Temos dois problemas:  a transação que vai realizar a mudança no estado do sistema (confirmar sua compra, por exemplo) deve ser atómica. Ou seja, se ela começa, ou ela é completada totalmente ou ela é abortada. O tal commit/rollback. Um exemplo clássico é transferência entre contas correntes. Se  acontecer um problema no meio do caminho, o sistema do banco deve garantir que o dinheiro que saiu volte para a conta de destino. O segundo problema é garantir o acesso sincronizado na região crítica do sistema. A região critica é uma área do sistema que não pode ser modificada por mais de uma transações (na verdade thread) ao mesmo tempo. Existem diversas técnicas para proteger o acesso a regiões críticas. A mais simples de todas (que é ensinada em qualquer curso de computação) é a criação de semáforos. Enquanto alguém está usando a região crítica, todos os outros ficam esperando para entrar.

Devemos considerar que por se tratar de um sistema distribuído o controle de transação é mais complexo que num sistema comum, mas existem diversas soluções para isso.

Espero ter dado minha pequena contribuição sobre o assunto, as soluções que citei acima são apenas algumas das possibilidades. Resumindo o que eu penso: Infelizmente a equipe de TI que cuidou desse caso não estava preparada para tal. Aproveito para deixar dois papers que respaldam minhas considerações:




Um Abraço

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: Fosan has a lot of trains, what are you responsible?
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