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Notes on video lecture:
Concurrency Challenges
Choose from these words to fill the blanks below:
low, POSIX, operations, actual, vision, concurrency, communication, response, queue, core, software, simultaneously, RenderScript, middleware, SQLite, background, quad
prime reason for concurrency
leveraging advances in hardware and software
it's hard to buy a computing device that has just one         
today there are even         -core Android phones
event driven architecture
one thread
for blocking operations, had to post on message           , then handle it later on an event loop
awkward to program
hard to optimize
used the reactor pattern
now operating system and                      have better concurrency support
Android provides several concurrency frameworks which enable multiple threads to perform long-running computations in the                     
this maps efficiently onto multiple cores
these background operations can block independently of the UI thread
using these frameworks effectively requires knowledge of concurrency patterns
e.g. worker thread pattern:
increasing performance
via parallelism
overlaps computation and                            mechanisms
background threads that download images can run in parallel with each other, and with a thread that interacts with the user
use the                          framework
targeted at image processing, computational photography, or computer             
improve responsiveness
even with one core, concurrency can be used to improve perceived                  time
e.g. ensures that the user interface doesn't ignore input while other                      are running
accidental complexities
written in programs like C
low-level and error-prone data types
casting disable compile-time type checking, causes errors
some types are not compatible on other platforms, e.g. non-           platforms
most operating systems today have these kinds of problems when       -level programming languages like C are used
developers use tools that aren't set up to handle                       
you need tools that enable you to drill down and look inside your                  to figure out what is happening
the behavior you see in the debugger doesn't necessarily reflect the behavior in the              software
inherent complexities
scheduling and synchronization
the order and time that operations are performed
ensure that multiple concurrent threads don't                              execute in criticial sections of a program at the same time
air traffic controllers share runway resource for mulitple planes
likewise, Android needs to synchronize access to the              contact database
ensures that threads are given proper access to system resources
two or more competing actions are waiting for the other to finish and so neither ever do
need to be identified and removed
bugs that change their behavior when observed
you may use a debugger to step through one thread while other threads are running


heisenbug, n. a software bug that seems to disappear or alter its behavior when one attempts to study it  "Heisenbugs occur because common attempts to debug a program, such as inserting output statements or running it in a debugger, usually modify the code, change the memory addresses of variables and the timing of its execution."
Concurrency Challenges