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We consider a system where agents enter in an online fashion and are evaluated based on their attributes or context vectors. There can be practical situations where this context is partially observed, and the unobserved part comes after…

机器学习 · 计算机科学 2018-07-11 Avishek Ghosh , Kannan Ramchandran

We consider the online Minimum-Cost Perfect Matching with Delays (MPMD) problem introduced by Emek et al. (STOC 2016), in which a general metric space is given, and requests are submitted in different times in this space by an adversary.…

数据结构与算法 · 计算机科学 2018-08-08 Yossi Azar , Amit Jacob-Fanani

We consider online algorithms for pull-based broadcast scheduling. In this setting there are n pages of information at a server and requests for pages arrive online. When the server serves (broadcasts) a page p, all outstanding requests for…

数据结构与算法 · 计算机科学 2009-06-12 Chandra Chekuri , Sungjin Im , Benjamin Moseley

We consider online convex optimization with stochastic constraints where the objective functions are arbitrarily time-varying and the constraint functions are independent and identically distributed (i.i.d.) over time. Both the objective…

最优化与控制 · 数学 2019-08-02 Xiaohan Wei , Hao Yu , Michael J. Neely

Consider the classical Min-Sum Set Cover problem: We are given a universe $\mathcal{U}$ of $n$ elements and a collection $\mathcal{S}$ of $k$ subsets of $\mathcal{U}$. Moreover, a cost function is associated with each set. The goal is to…

数据结构与算法 · 计算机科学 2026-05-29 Michał Szyfelbein

We study the admission control problem in general networks. Communication requests arrive over time, and the online algorithm accepts or rejects each request while maintaining the capacity limitations of the network. The admission control…

数据结构与算法 · 计算机科学 2008-12-18 Noga Alon , Yossi Azar , Shai Gutner

In this paper, we consider the weighted online set k-multicover problem. In this problem, we have a universe V of elements, a family S of subsets of V with a positive real cost for every set in S and a "coverage factor" (positive integer)…

数据结构与算法 · 计算机科学 2015-03-19 Piotr Berman , Bhaskar DasGupta

The area of computing with uncertainty considers problems where some information about the input elements is uncertain, but can be obtained using queries. For example, instead of the weight of an element, we may be given an interval that is…

数据结构与算法 · 计算机科学 2021-01-15 Thomas Erlebach , Michael Hoffmann , Murilo S. de Lima

We consider a parallel system of $m$ identical machines prone to unpredictable crashes and restarts, trying to cope with the continuous arrival of tasks to be executed. Tasks have different computational requirements (i.e., processing time…

分布式、并行与集群计算 · 计算机科学 2016-03-21 Elli Zavou , Antonio Fernández Anta

In the open online dial-a-ride problem, a single server has to deliver transportation requests appearing over time in some metric space, subject to minimizing the completion time. We improve on the best known upper bounds on the competitive…

数据结构与算法 · 计算机科学 2023-05-23 Julia Baligacs , Yann Disser , Farehe Soheil , David Weckbecker

We investigate {\em multidimensional covering mechanism-design} problems, wherein there are $m$ items that need to be covered and $n$ agents who provide covering objects, with each agent $i$ having a private cost for the covering objects he…

计算机科学与博弈论 · 计算机科学 2013-09-11 Hadi Minooei , Chaitanya Swamy

In the setting of online algorithms, the input is initially not present but rather arrive one-by-one over time and after each input, the algorithm has to make a decision. Depending on the formulation of the problem, the algorithm might be…

数据结构与算法 · 计算机科学 2020-01-10 Mustafa Safa Ozdayi

A variant of the well-known Set Covering Problem is studied in this paper, where subsets of a collection have to be selected, and pairwise conflicts among subsets of items exist. The selection of each subset has a cost, and the inclusion of…

最优化与控制 · 数学 2025-04-22 Roberto Montemanni , Derek H. Smith

We consider the universal discrete filtering problem, where an input sequence generated by an unknown source passes through a discrete memoryless channel, and the goal is to estimate its components based on the output sequence with limited…

信号处理 · 电气工程与系统科学 2025-01-22 Pumiao Yan , Jiwon Jeong , Naomi Sagan , Tsachy Weissman

We consider the online minimum cost matching problem on the line, in which there are $n$ servers and, at each of $n$ time steps, a request arrives and must be irrevocably matched to a server that has not yet been matched to, with the goal…

数据结构与算法 · 计算机科学 2025-03-28 Eric Balkanski , Yuri Faenza , Noemie Perivier

The coflow scheduling problem is considered: given an input/output switch with each port having a fixed capacity, find a scheduling algorithm that minimizes the weighted sum of the coflow completion times respecting the port capacities,…

数据结构与算法 · 计算机科学 2020-04-14 Akhil Bhimaraju , Debanuj Nayak , Rahul Vaze

Latency is a major concern for web rendering engines like those in Chrome, Safari, and Firefox. These engines reduce latency by using an incremental layout algorithm to redraw the page when the user interacts with it. In such an algorithm,…

编程语言 · 计算机科学 2025-09-29 Marisa Kirisame , Tiezhi Wang , Pavel Panchekha

For a well-studied family of domination-type problems, in bounded-treewidth graphs, we investigate whether it is possible to find faster algorithms. For sets $\sigma,\rho$ of non-negative integers, a $(\sigma,\rho)$-set of a graph $G$ is a…

计算复杂性 · 计算机科学 2023-06-07 Jacob Focke , Dániel Marx , Fionn Mc Inerney , Daniel Neuen , Govind S. Sankar , Philipp Schepper , Philip Wellnitz

A set $S \subset \mathbb{Z}^d$ is digital convex if $conv(S) \cap \mathbb{Z}^d = S$, where $conv(S)$ denotes the convex hull of $S$. In this paper, we consider the algorithmic problem of testing whether a given set $S$ of $n$ lattice points…

计算几何 · 计算机科学 2019-01-16 Loïc Crombez , Guilherme D. da Fonseca , Yan Gérard

We give an improved randomized CONGEST algorithm for distance-$2$ coloring that uses $\Delta^2+1$ colors and runs in $O(\log n)$ rounds, improving the recent $O(\log \Delta \cdot \log n)$-round algorithm in [Halld\'orsson, Kuhn, Maus; PODC…

分布式、并行与集群计算 · 计算机科学 2020-08-11 Magnus M. Halldorsson , Fabian Kuhn , Yannic Maus , Alexandre Nolin