Concurrency Models

• Single-threaded - Callbacks, Promises, Observables and async/await: vanilla JS
• threading/multiprocessing, lock-based concurrency
  • protecting critical section vs. performance
• Communicating Sequential Processes (CSP)
  • Golang or Clojure’s core.async.
  • process/thread passes data through channels.
• Actor Model (AM): Elixir, Erlang, Scala
  • asynchronous by nature, and have location transparency that spans runtimes and machines - if you have a reference (Akka) or PID (Erlang) of an actor, you can message it via mailboxes.
  • powerful fault tolerance by organizing actors into a supervision hierarchy, and you can handle failures at its exact level of hierarchy.
• Software Transactional Memory (STM): Clojure, Haskell
  • like MVCC or pure functions: commit / abort / retry