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Modern cloud infrastructure is powered by cluster management systems such as Kubernetes and Docker Swarm. While these systems seek to minimize users' operational burden, the complex, dynamic, and non-deterministic nature of these systems…

分布式、并行与集群计算 · 计算机科学 2023-11-07 Bingzhe Liu , Gangmuk Lim , Ryan Beckett , P. Brighten Godfrey

The conventional model of resource allocation in HPC systems is static. Thus, a job cannot leverage newly available resources in the system or release underutilized resources during the execution. In this paper, we present Kub, a…

分布式、并行与集群计算 · 计算机科学 2024-10-15 Daniel Medeiros , Jacob Wahlgren , Gabin Schieffer , Ivy Peng

Kubernetes has been for a number of years the default cloud orchestrator solution across multiple application and research domains. As such, optimizing the energy efficiency of Kubernetes-deployed workloads is of primary interest towards…

分布式、并行与集群计算 · 计算机科学 2025-04-16 Bjorn Pijnacker , Brian Setz , Vasilios Andrikopoulos

As more and more companies are migrating (or planning to migrate) from on-premise to Cloud, their focus is to find anomalies and deficits as early as possible in the development life cycle. We propose Frisbee, a declarative language and…

分布式、并行与集群计算 · 计算机科学 2021-09-23 Fotis Nikolaidis , Antony Chazapis , Manolis Marazakis , Angelos Bilas

Quantum computing is advancing rapidly in hardware and algorithms, but broad accessibility demands a comprehensive, efficient, unified software stack. Such a stack must flexibly span diverse hardware and evolving algorithms, expose usable…

Stack-based memory corruption vulnerabilities have long been exploited by attackers to execute arbitrary code or perform unauthorized memory operations. Various defense mechanisms have been introduced to mitigate stack memory errors, but…

密码学与安全 · 计算机科学 2025-03-24 Lei Chong

Cloud computing has become the ubiquitous computing and storage paradigm. It is also attractive for scientists, because they do not have to care any more for their own IT infrastructure, but can outsource it to a Cloud Service Provider of…

分布式、并行与集群计算 · 计算机科学 2016-01-11 Harald Richter

As quantum computing hardware continues to scale, the need for a robust software infrastructure that bridges the gap between high-level algorithm development and low-level physical qubit control becomes increasingly critical. A full-stack…

量子物理 · 物理学 2025-09-22 Evandro Rosa , Eduardo Lussi , Jerusa Marchi , Rafael de Santiago

Many scientific workflows require dedicated compute resources, including HPC clusters with optimized software, quantum resources, and dedicated hardware cluster systems like Ray, for example. At the same time, many scientific workflows…

分布式、并行与集群计算 · 计算机科学 2022-07-07 Boris Lublinsky , Elise Jennings , Viktória Spišaková

Modern cloud orchestrators like Kubernetes provide a versatile and robust way to host applications at scale. One of their key features is autoscaling, which automatically adjusts cloud resources (compute, memory, storage) in order to adapt…

网络与互联网体系结构 · 计算机科学 2021-09-08 Berta Serracanta , Jordi Paillisse , Albert Cabellos , Anna Claiborne , Alberto Rodriguez-Natal , Dave Ward , Fabio Maino

This paper represents "Cloudlab", a comprehensive, cloud - native laboratory designed to support network security research and training. Built on Google Cloud and adhering to GitOps methodologies, Cloudlab facilitates the the creation,…

密码学与安全 · 计算机科学 2025-03-10 Muhammad Saqib , Shubham Malhotra , Dipkumar Mehta , Jagdish Jangid , Fnu Yashu , Sachin Dixit

Despite the de-facto technological uniformity fostered by the cloud and edge computing paradigms, resource fragmentation across isolated clusters hinders the dynamism in application placement, leading to suboptimal performance and…

分布式、并行与集群计算 · 计算机科学 2022-12-26 Marco Iorio , Fulvio Risso , Alex Palesandro , Leonardo Camiciotti , Antonio Manzalini

Recent years have seen Kubernetes emerge as a primary choice for container orchestration. Kubernetes largely targets the cloud environment but new use cases require performant, available and scalable orchestration at the edge. Kubernetes…

分布式、并行与集群计算 · 计算机科学 2021-04-27 Andrew Jeffery , Heidi Howard , Richard Mortier

Multi-cluster federation is envisioned to be the next-generation cloud infrastructure, where it will play a vital part in the realization of concepts such as edge and fog computing. Orchestrating applications in federated environments poses…

分布式、并行与集群计算 · 计算机科学 2021-09-06 Johan Ruuskanen , Haorui Peng , Alfred Åkesson , Lars Larsson , Maria Kihl

Context: Kubernetes is an open source software that helps in automated deployment of software and orchestration of containers. With Kubernetes, IT organizations, such as IBM, Pinterest, and Spotify have experienced an increase in release…

软件工程 · 计算机科学 2022-11-15 Shazibul Islam Shamim , Jonathan Alexander Gibson , Patrick Morrison , Akond Rahman

Managing the energy consumption of the built environment is an important source of flexible load and decarbonization, enabling building managers and utilities to schedule consumption to avoid costly demand charges and peak times when carbon…

分布式、并行与集群计算 · 计算机科学 2023-02-28 James Kempf

Microservices are used to build complex applications composed of small, independent and highly decoupled processes. Recently, microservices are often mentioned in one breath with container technologies like Docker. That is why operating…

分布式、并行与集群计算 · 计算机科学 2017-10-12 Nane Kratzke

Over the last decade, the Kubernetes container orchestration platform has become essential to many scientific workflows. Despite its popularity, deploying a production-ready Kubernetes cluster on-premises can be challenging for system…

计算物理 · 物理学 2024-07-03 Lincoln Bryant , Robert W. Gardner , Fengping Hu , David Jordan , Ryan P. Taylor

Many large enterprises that operate highly governed and complex ICT environments have no efficient and effective way to support their Data and AI teams in rapidly spinning up and tearing down self-service data and compute infrastructure, to…

分布式、并行与集群计算 · 计算机科学 2025-06-03 Chinkit Patel , Kee Siong Ng

We present a convex optimization framework for overcoming the limitations of Kubernetes Cluster Autoscaler by intelligently allocating diverse cloud resources while minimizing costs and fragmentation. Current Kubernetes scaling mechanisms…

分布式、并行与集群计算 · 计算机科学 2025-03-28 Shayan Boghani , Emin Kirimlioglu , Amrita Moturi , Hao-Ting Tso