Invited Talks
Massive Parallelization of Irregular Computations:
Parallel Algorithm Design and
Hardware Acceleration
MIT Computer Science and Artificial Intelligence Laboratory (CSAIL), Cambridge, MA
Hosted by Prof. Julian Shun
August 31, 2026 · 2:00–3:00 PM · MIT 32-G575 · [Event]
Abstract
Developing efficient parallel algorithms is challenging, particularly for irregular computations where data dependencies inherently constrain available concurrency, and much of the parallelism remains deeply hidden. At the implementation level, complex execution patterns, nonuniform memory accesses, global coordination among tasks, and load imbalance issue further complicate efficient parallel execution...