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Existing storage systems lack visibility into workload intent, limiting their ability to adapt to the semantics of modern, large-scale data-intensive applications. This disconnect leads to brittle heuristics and fragmented, siloed…

硬件体系结构 · 计算机科学 2025-10-21 Shai Bergman , Won Wook Song , Lukas Cavigelli , Konstantin Berestizshevsky , Ke Zhou , Ji Zhang

A key focus of the SODALITE project is to assure the quality and performance of the deployments of applications over heterogeneous Cloud and HPC environments. It offers a set of tools to detect and correct errors, smells, and bugs in the…

软件工程 · 计算机科学 2020-03-26 Indika Kumara , Giovanni Quattrocchi , Damian Tamburri , Willem-Jan Van Den Heuvel

Cloud computing has become inevitable for every digital service which has exponentially increased its usage. However, a tremendous surge in cloud resource demand stave off service availability resulting into outages, performance…

分布式、并行与集群计算 · 计算机科学 2022-12-08 Deepika Saxena , Ishu Gupta , Ashutosh Kumar Singh , Chung-Nan Lee

For efficiency reasons, the software system designers' will is to use an integrated set of methods and tools to describe specifications and designs, and also to perform analyses such as dependability, schedulability and performance. AADL…

性能 · 计算机科学 2007-05-23 Ana-Elena Rugina , Karama Kanoun , Mohamed Kaaniche

Dynamic nature of the cloud environment has made distributed resource management process a challenge for cloud service providers. The importance of maintaining the quality of service in accordance with customer expectations as well as the…

分布式、并行与集群计算 · 计算机科学 2018-08-08 Sara Kardani-Moghaddam , Rajkumar Buyya , Kotagiri Ramamohanarao

Developers collaboratively discuss, implement, use, and share software entities hosted on software repositories. Proper documentation plays an important role in successful software management and maintenance. Users exploit Issue Tracking…

软件工程 · 计算机科学 2021-09-29 Maliheh Izadi , Kiana Akbari , Abbas Heydarnoori

We present and formalize a general approach for profiling workload by leveraging only a priori available static metadata to supply appropriate resource needs. Understanding the requirements and characteristics of a workload's runtime is…

分布式、并行与集群计算 · 计算机科学 2025-04-30 Andrea Morichetta , Stefan Nastic , Victor Casamayor Pujol , Schahram Dustdar

Modern software engineers operate across 5-10 disconnected tools daily: GitHub, GitLab, Jira, Slack, calendar applications, CI dashboards, AI coding assistants, and container platforms. This fragmentation creates cognitive overhead that…

软件工程 · 计算机科学 2026-04-21 Happy Bhati

The convergence of IoT, Edge, Cloud, and HPC technologies creates a compute continuum that merges cloud scalability and flexibility with HPC's computational power and specialized optimizations. However, integrating cloud and HPC resources…

分布式、并行与集群计算 · 计算机科学 2025-05-20 Aasish Kumar Sharma , Christian Boehme , Patrick Gelß , Ramin Yahyapour , Julian Kunkel

To benefit from the abundance of data and the insights it brings data processing pipelines are being used in many areas of research and development in both industry and academia. One approach to automating data processing pipelines is the…

密码学与安全 · 计算机科学 2023-10-18 Ludwig Stage , Dimka Karastoyanova

Traditionally, promoted by the internet companies, continuous delivery is more and more appealing to industries which develop systems with safety-critical functions. Since safety-critical systems must meet regulatory requirements and…

软件工程 · 计算机科学 2021-06-15 Marc Zeller

Today, machine learning (ML) is widely used in industry to provide the core functionality of production systems. However, it is practically always used in production systems as part of a larger end-to-end software system that is made up of…

软件工程 · 计算机科学 2022-11-28 Ayan Chatterjee , Bestoun S. Ahmed , Erik Hallin , Anton Engman

With the proliferation of machine learning (ML) libraries and frameworks, and the programming languages that they use, along with operations of data loading, transformation, preparation and mining, ML model development is becoming a…

软件工程 · 计算机科学 2019-04-04 Anirban Bhattacharjee , Yogesh Barve , Shweta Khare , Shunxing Bao , Aniruddha Gokhale , Thomas Damiano

The paper describes the need for and goals of tool-integration within software development processes. In particular we focus on agile software development but are not limited to. The integration of tools and data between the different…

软件工程 · 计算机科学 2013-11-25 Max Wielsch , Raik Bieniek , Bernd Grams , Jörg Lässig

Modern software systems undergo frequent updates, continuously evolving with new versions and variants to offer new features, improve functionality, and expand usability. Given the rapid pace of software evolution, organizations require…

With the ever increasing demands of cloud computing services, planning and management of cloud resources has become a more and more important issue which directed affects the resource utilization and SLA and customer satisfaction. But…

性能 · 计算机科学 2014-02-17 Xiajun Wang , Song Huang , Song Fu , Krishna Kavi

Internet of Things (IoT) is leading to the pervasive availability of streaming data about the physical world, coupled with edge computing infrastructure deployed as part of smart cities and 5G rollout. These constrained, less reliable but…

分布式、并行与集群计算 · 计算机科学 2022-03-28 Prateeksha Varshney , Shriram Ramesh , Shayal Chhabra , Aakash Khochare , Yogesh Simmhan

In the ever-shifting landscape of software engineering, we recognize the need for adaptation and evolution to maintain system dependability. As each software iteration potentially introduces new challenges, from unforeseen bugs to…

软件工程 · 计算机科学 2024-07-11 Nazanin Akhtarian , Hamzeh Khazaei , Marin Litoiu

While virtualization and resource pooling empower cloud networks with structural flexibility and elastic scalability, they inevitably expand the attack surface and challenge cyber resilience. Reinforcement Learning (RL)-based defense…

密码学与安全 · 计算机科学 2026-05-19 Yixiao Peng , Hao Hu , Feiyang Li , Xinye Cao , Yingchang Jiang , Jipeng Tang , Guoshun Nan , Yuling Liu

Validation of conformance to cybersecurity standards for industrial automation and control systems is an expensive and time consuming process which can delay the time to market. It is therefore crucial to introduce conformance validation…