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We consider the problem of scheduling in multi-class, parallel-server queuing systems with uncertain rewards from job-server assignments. In this scenario, jobs incur holding costs while awaiting completion, and job-server assignments yield…

机器学习 · 计算机科学 2025-08-15 Jung-hun Kim , Milan Vojnovic

We consider a distributed server system consisting of a large number of servers, each with limited capacity on multiple resources (CPU, memory, disk, etc.). Jobs with different rewards arrive over time and require certain amounts of…

分布式、并行与集群计算 · 计算机科学 2020-05-29 Konstantinos Psychas , Javad Ghaderi

With the rapid increase in the size and volume of cloud services and data centers, architectures with multiple job dispatchers are quickly becoming the norm. Load balancing is a key element of such systems. Nevertheless, current solutions…

分布式、并行与集群计算 · 计算机科学 2022-12-02 Guy Goren , Shay Vargaftik , Yoram Moses

In cloud computing systems, assigning a task to multiple servers and waiting for the earliest copy to finish is an effective method to combat the variability in response time of individual servers, and reduce latency. But adding redundancy…

分布式、并行与集群计算 · 计算机科学 2017-04-13 Gauri Joshi , Emina Soljanin , Gregory Wornell

Modern data centers serve workloads which are capable of exploiting parallelism. When a job parallelizes across multiple servers it will complete more quickly, but jobs receive diminishing returns from being allocated additional servers.…

分布式、并行与集群计算 · 计算机科学 2020-11-20 Benjamin Berg , Rein Vesilo , Mor Harchol-Balter

In economies without monetary transfers, token systems serve as an alternative to sustain cooperation, alleviate free riding, and increase efficiency. This paper studies whether a token-based economy can be effective in marketplaces with…

计算机科学与博弈论 · 计算机科学 2025-08-04 Itai Ashlagi , Süleyman Kerimov , Omer Tamuz , Geng Zhao

Distributed computing enables large-scale computation tasks to be processed over multiple workers in parallel. However, the randomness of communication and computation delays across workers causes the straggler effect, which may degrade the…

分布式、并行与集群计算 · 计算机科学 2022-07-20 Yuxuan Sun , Fan Zhang , Junlin Zhao , Sheng Zhou , Zhisheng Niu , Deniz Gündüz

This paper considers a combination of the joint replenishment problem with single machine scheduling. There is a single resource, which is required by all the jobs, and a job can be started at time point $t$ on the machine if and only the…

数据结构与算法 · 计算机科学 2024-05-03 Péter Györgyi , Tamás Kis , Tímea Tamási

We consider a new scheduling problem on parallel identical machines in which the number of machines is initially not known, but it follows a given probability distribution. Only after all jobs are assigned to a given number of bags, the…

数据结构与算法 · 计算机科学 2024-07-23 Moritz Buchem , Franziska Eberle , Hugo Kooki Kasuya Rosado , Kevin Schewior , Andreas Wiese

We consider the job assignment problem in a multi-server system consisting of $N$ parallel processor sharing servers, categorized into $M$ ($\ll N$) different types according to their processing capacity or speed. Jobs of random sizes…

分布式、并行与集群计算 · 计算机科学 2015-02-23 Arpan Mukhopadhyay , A. Karthik , Ravi R. Mazumdar

Current practice of shaping subscriber traffic based on token bucket by Internet service provider (ISP) allows short-term fluctuations in its shaped rate and thereby enables a subscriber to transmit traffic at a higher rate than a…

网络与互联网体系结构 · 计算机科学 2014-03-26 Kyeong Soo Kim

Owing to data-intensive large-scale applications, distributed computation systems have gained significant recent interest, due to their ability of running such tasks over a large number of commodity nodes in a time efficient manner. One of…

分布式、并行与集群计算 · 计算机科学 2017-11-23 Mohamed A. Attia , Ravi Tandon

We propose an approach to utilize idle computational resources of supercomputers. The idea is to maintain an additional queue of low-priority non-parallel jobs and execute them in containers, using container migration tools to break the…

分布式、并行与集群计算 · 计算机科学 2019-09-04 Julia Dubenskaya , Stanislav Polyakov

Distributed quantum computing (DQC) is being actively investigated as a means of scaling the number of qubits across multiple connected quantum devices. This includes quantum circuit compilation and execution management on multiple quantum…

量子物理 · 物理学 2026-03-23 Gongyu Ni , Davide Ferrari , Lester Ho , Michele Amoretti

Scheduling with testing is a recent online problem within the framework of explorable uncertainty motivated by environments where some preliminary action can influence the duration of a task. Jobs have an unknown processing time that can be…

数据结构与算法 · 计算机科学 2021-08-20 Susanne Albers , Alexander Eckl

Distributed cloud environments hosting data-intensive applications often experience slowdowns due to network congestion, asymmetric bandwidth, and inter-node data shuffling. These factors are typically not captured by traditional host-level…

分布式、并行与集群计算 · 计算机科学 2025-11-21 Sankalpa Timilsina , Susmit Shannigrahi

As the demand of real time computing increases day by day, there is a major paradigm shift in processing platform of real time system from single core to multi-core platform which provides advantages like higher throughput, linear power…

分布式、并行与集群计算 · 计算机科学 2021-12-30 Girish Talmale , Urmila Shrawankar

A fork-join processing network is a queueing network in which tasks associated with a job can be processed simultaneously. Fork-join processing networks are prevalent in computer systems, healthcare, manufacturing, project management,…

概率论 · 数学 2020-02-06 Erhun Ozkan

Existed studies have shown that crowd workers are more interested in taking similar tasks in terms of context, field, and required technology, rather than tasks from the same project. Therefore, it is important for task owners to not only…

软件工程 · 计算机科学 2020-07-29 Razieh Saremi , Mostaan Lotfalian Saremi , Prasad Desai , Robert Anzalone

We present a new framework for designing nonpreemptive and job-size oblivious scheduling policies in the multiserver-job queueing model. The main requirement is to identify a static and balanced sub-partition of the server set and ensure…

性能 · 计算机科学 2025-02-04 Jonatha Anselmi , Josu Doncel