TY - GEN
T1 - From clarity to efficiency for distributed algorithms ?
AU - Liu, Yanhong A.
AU - Stoller, Scott D.
AU - Lin, Bo
AU - Gorbovitski, Michael
PY - 2012
Y1 - 2012
N2 - This paper describes a very high-level language for clear description of distributed algorithms and optimizations necessary for generating efficient implementations. The language supports high-level control flows where complex synchronization conditions can be expressed using high-level queries, especially logic quantifications, over message history sequences. Unfortunately, the programs would be extremely inefficient, including consuming unbounded memory, if executed straightforwardly. We present new optimizations that automatically transform complex synchronization conditions into incremental updates of necessary auxiliary values as messages are sent and received. The core of the optimizations is the first general method for efficient implementation of logic quantifications. We have developed an operational semantics of the language, implemented a prototype of the compiler and the optimizations, and successfully used the language and implementation on a variety of important distributed algorithms.
AB - This paper describes a very high-level language for clear description of distributed algorithms and optimizations necessary for generating efficient implementations. The language supports high-level control flows where complex synchronization conditions can be expressed using high-level queries, especially logic quantifications, over message history sequences. Unfortunately, the programs would be extremely inefficient, including consuming unbounded memory, if executed straightforwardly. We present new optimizations that automatically transform complex synchronization conditions into incremental updates of necessary auxiliary values as messages are sent and received. The core of the optimizations is the first general method for efficient implementation of logic quantifications. We have developed an operational semantics of the language, implemented a prototype of the compiler and the optimizations, and successfully used the language and implementation on a variety of important distributed algorithms.
UR - https://www.scopus.com/pages/publications/84869762514
U2 - 10.1145/2384616.2384645
DO - 10.1145/2384616.2384645
M3 - Conference contribution
SN - 9781450315616
T3 - Proceedings of the Conference on Object-Oriented Programming Systems, Languages, and Applications, OOPSLA
SP - 395
EP - 409
BT - SPLASH 2012
T2 - 2012 ACM SIGPLAN Conference on Object-Oriented Programming, Systems, Languages, and Applications, OOPSLA 2012
Y2 - 19 October 2012 through 26 October 2012
ER -