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BayFP: Concurrent and Multicore Haskell

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Bryan O'Sullivan
Bryan O'Sullivan

- The document discusses concurrent and parallel programming in Haskell, including the use of threads, MVars, and software transactional memory (STM). - STM provides atomic execution of blocks of code, allowing failed transactions to automatically retry without race conditions or data corruption. - Strategies can be used to evaluate expressions in parallel using different evaluation models like head normal form or weak head normal form. - While functional programs may seem to have inherent parallelism, in practice extracting parallelism can be difficult due to data dependencies and irregular patterns of computation.

TechnologieBildung
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Concurrent and Multicore Haskell
Concurrent Haskell ,[object Object],[object Object],[object Object]
A simple example ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Imperative code!? ,[object Object],[object Object],[object Object],[object Object]
What’s an MVar? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Coding with MVars ,[object Object],[object Object],[object Object],[object Object],[object Object]
FIFO channels (Chan) ,[object Object],[object Object],[object Object],[object Object]
Smokin’ performance ,[object Object],[object Object],[object Object],[object Object],Language Seconds GHC 6.70 Erlang 7.49 Scala 53.35 C / NPTL 56.74 Ruby 1890.92
Runtime ,[object Object],[object Object],[object Object],[object Object],[object Object]
Time for a change ,[object Object],[object Object]
Purity and parallelism
Concurrent vs parallel ,[object Object],[object Object],[object Object],[object Object],[object Object]
Pure laziness ,[object Object],[object Object],[object Object],[object Object]
Laziness is the default ,[object Object],[object Object],[object Object],[object Object]
A simple use of seq ,[object Object],[object Object],[object Object],[object Object],[object Object]
par ,[object Object],[object Object],[object Object]
Our favourite whipping boy ,[object Object],[object Object],[object Object],[object Object],[object Object]
Parallel strategies ,[object Object],[object Object],[object Object],[object Object]
Algorithm + evaluation ,[object Object],[object Object],[object Object]
Head normal form ,[object Object],[object Object],[object Object]
Weak head normal form ,[object Object],[object Object],[object Object],[object Object],[object Object]
Combining strategies ,[object Object],[object Object],[object Object],[object Object],[object Object]
Strategies at work ,[object Object],[object Object],[object Object],[object Object],[object Object]
True or false? ,[object Object],[object Object],[object Object]
Limit studies ,[object Object],[object Object],[object Object],[object Object]
So ... true or false? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Current research ,[object Object],[object Object],[object Object],[object Object],[object Object]
Parallelism is hard ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Current state of the art ,[object Object],[object Object],[object Object],[object Object],[object Object]
Nested data parallelism ,[object Object],[object Object],[object Object]
NPH automation ,[object Object],[object Object],[object Object]
Current status ,[object Object],[object Object],[object Object],[object Object]
Fixing threaded programming
Concurrency is hard ,[object Object],[object Object],[object Object]
Transactional memory ,[object Object],[object Object],[object Object],[object Object]
Atomic execution ,[object Object],[object Object],[object Object],[object Object]
How does retry occur? ,[object Object],[object Object],[object Object]
Composability ,[object Object],[object Object],[object Object]
Early abort ,[object Object],[object Object],[object Object]
Choosing an alternative ,[object Object],[object Object],[object Object],[object Object],[object Object]
STM and IPC ,[object Object],[object Object],[object Object],[object Object],[object Object]
A useful analogy ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Manual / auto tradeoffs ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Brief recap ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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