Parallel Minimum Cuts in Near-linear Work and Low Depth
نویسندگان
چکیده
We present the first near-linear work and poly-logarithmic depth algorithm for computing a minimum cut in an undirected graph. Previous parallel algorithms with required at least quadratic number of vertices. In graph n vertices m edges, our randomized computes high probability O ( log 4 ) (log 3 depth. This result is obtained by parallelizing data structure that aggregates weights along paths tree, addition exploiting connection between cuts approximate maximum packings spanning trees. addition, improves upon bounds on cache misses incurred to compute cut.
منابع مشابه
Near Linear-Work Parallel SDD Solvers, Low-Diameter Decomposition, and Low-Stretch Subgraphs
This paper presents the design and analysis of a near linear-work parallel algorithm for solving symmetric diagonally dominant (SDD) linear systems. On input of a SDD n-by-n matrix A with m nonzero entries and a vector b, our algorithm computes a vector x̃ such that ‖x̃−Ab‖A ≤ ε · ‖Ab‖A in O(m log n log 1ε ) work and O(m log 1 ε ) depth for any fixed θ > 0. The algorithm relies on a parallel algo...
متن کاملAll-Pairs Minimum Cuts in Near-Linear Time for Surface-Embedded Graphs
For an undirected n-vertex graph G with non-negative edge-weights, we consider the following type of query: given two vertices s and t in G, what is the weight of a minimum st-cut in G? We solve this problem in preprocessing time O(n log3 n) for graphs of bounded genus, giving the first sub-quadratic time algorithm for this class of graphs. Our result also improves by a logarithmic factor a pre...
متن کاملA near-linear time algorithm for constructing a cactus representation of minimum cuts
We present an Õ(m) (near-linear) time Monte Carlo algorithm for constructing the cactus data structure, a useful representation of all the global minimum edge cuts of an undirected graph. Our algorithm represents a fundamental improvement over the best previous (quadratic time) algorithms: because there can be quadratically many min-cuts, our algorithm must avoid looking at all min-cuts during ...
متن کاملMinimum Cuts
1 Minimum Cuts In this lecture we will describe an algorithm that computes the minimum cut (or simply mincut) in an undirected graph. A cut is deened as follows.
متن کاملin translation: translators on their work and what it means
کتاب در باب ترجمه، اثر استر آلن و سوزان برنوفسکی منتشر شده در ماه می 2013 توسط نشریه کلمبیا است. نویسندگان در این کتاب به بررسی 18 مترجم با در نظر گرفتن نقش آثاری که این مترجمان ترجمه کرده اند میپردازند. کتاب به دو بخش تقسیم میشود: " مترجم در جهان" و " کار مترجم" این دو بخش مقالات همیشگی ترجمه و موقعیت خاص ادبیات بیگانه در جهان وسیع امروزی را مورد خطاب قرار میدهد. در این کتاب مقالات متعددی از ن...
ذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: ACM Transactions on Parallel Computing
سال: 2021
ISSN: ['2329-4949', '2329-4957']
DOI: https://doi.org/10.1145/3460890