Approximation algorithms for network design: A survey

A Gupta, J Könemann - Surveys in Operations Research and Management …, 2011 - Elsevier
Network Design is an active research area in the intersection of Combinatorial Optimization
and Theoretical Computer Science that focuses on problems arising in the realm of modern …

[图书][B] Iterative methods in combinatorial optimization

LC Lau, R Ravi, M Singh - 2011 - books.google.com
With the advent of approximation algorithms for NP-hard combinatorial optimization
problems, several techniques from exact optimization such as the primal-dual method have …

Approximating minimum bounded degree spanning trees to within one of optimal

M Singh, LC Lau - Journal of the ACM (JACM), 2015 - dl.acm.org
In the Minimum Bounded Degree Spanning Tree problem, we are given an undirected
graph G=(V, E) with a degree upper bound Bv on each vertex v∈ V, and the task is to find a …

Survivable network design with degree or order constraints

LC Lau, J Naor, MR Salavatipour, M Singh - Proceedings of the thirty …, 2007 - dl.acm.org
We present algorithmic and hardness results for network design problems with degree or
order constraints. We first consider the SURVIVABLE NETWORK DESIGN problem with …

Additive guarantees for degree bounded directed network design

N Bansal, R Khandekar, V Nagarajan - Proceedings of the fortieth …, 2008 - dl.acm.org
We present polynomial-time approximation algorithms for some degree-bounded directed
network design problems. Our main result is for intersecting supermodular connectivity with …

The complexity of optimal design of temporally connected graphs

EC Akrida, L Gąsieniec, GB Mertzios… - Theory of Computing …, 2017 - Springer
We study the design of small cost temporally connected graphs, under various constraints.
We mainly consider undirected graphs of n vertices, where each edge has an associated set …

New approaches to multi-objective optimization

F Grandoni, R Ravi, M Singh, R Zenklusen - Mathematical Programming, 2014 - Springer
A natural way to deal with multiple, partially conflicting objectives is turning all the objectives
but one into budget constraints. Many classical optimization problems, such as maximum …

Fast combinatorial algorithms for efficient sortation

M Van Dyk, K Klause, J Koenemann… - … Conference on Integer …, 2024 - Springer
Modern parcel logistic networks are designed to ship demand between given origin,
destination pairs of nodes in an underlying directed network. Efficiency dictates that volume …

XAgg: Accelerating Heterogeneous Distributed Training Through XDP-Based Gradient Aggregation

Q Zhang, G Zhao, H Xu, P Yang - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
With the growth of model/dataset/system size for distributed model training in datacenters,
the widely used Parameter Server (PS) architecture suffers from communication bottleneck …

Approximating Minimum-Cost -Node Connected Subgraphs via Independence-Free Graphs

J Cheriyan, LA Végh - SIAM Journal on Computing, 2014 - SIAM
We present a 6-approximation algorithm for the minimum-cost k-node connected spanning
subgraph problem, assuming that the number of nodes is at least k^3(k-1)+k. We apply a …