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Cloud-native applications have significantly advanced the development and scalability of online services through the use of microservices and modular architectures. However, achieving adaptability, resilience, and efficient performance…

分布式、并行与集群计算 · 计算机科学 2025-09-30 Apostolos Angelis , George Kousiouris

Assuring traceability from requirements to implementation is a key element when developing safety critical software systems. Traditionally, this traceability is ensured by a waterfall-like process, where phases follow each other, and…

软件工程 · 计算机科学 2024-03-29 Vlad Stirbu , Tommi Mikkonen

Cloud computing customers often submit repeating jobs and computation pipelines on \emph{approximately} regular schedules, with arrival and running times that exhibit variance. This pattern, typical of training tasks in machine learning,…

计算机科学与博弈论 · 计算机科学 2022-03-03 Moshe Babaioff , Ronny Lempel , Brendan Lucier , Ishai Menache , Aleksandrs Slivkins , Sam Chiu-Wai Wong

It's long been accepted that continuous integration (CI) in software engineering increases the code quality of enterprise projects when adhered to by it's practitioners. But is any of that effort to increase code quality and velocity…

软件工程 · 计算机科学 2024-02-13 Parth Sane

Outsourcing of complex IT infrastructure to IT service providers has increased substantially during the past years. IT service providers must be able to fulfil their service-quality commitments based upon predefined Service Level Agreements…

软件工程 · 计算机科学 2007-05-23 Adrian Paschke , Martin Bichler

As LLM-based applications reach millions of customers, ensuring their scalability and continuous quality improvement is critical for success. However, the current workflows for developing, maintaining, and operating (DevOps) these…

DevOps is a collaborative and multidisciplinary organizational effort to automate continuous delivery of new software updates while guaranteeing their correctness and reliability. The present survey investigates and discusses DevOps…

软件工程 · 计算机科学 2019-11-20 Leonardo Leite , Carla Rocha , Fabio Kon , Dejan Milojicic , Paulo Meirelles

With the establishment of cloud computing as the environment of choice for most modern applications, auto-scaling is an economic matter of great importance. For applications like stream computing that process ever changing amounts of data,…

分布式、并行与集群计算 · 计算机科学 2015-06-18 Andre Abrantes D. P. Souza , Marco A. S. Netto

In the age of large language models (LLMs), autonomous agents have emerged as a powerful paradigm for achieving general intelligence. These agents dynamically leverage tools, memory, and reasoning capabilities to accomplish user-defined…

人工智能 · 计算机科学 2025-08-05 Chaojia Yu , Zihan Cheng , Hanwen Cui , Yishuo Gao , Zexu Luo , Yijin Wang , Hangbin Zheng , Yong Zhao

Deep learning (DL), a form of machine learning, is becoming increasingly popular in several application domains. As a result, cloud-based Deep Learning as a Service (DLaaS) platforms have become an essential infrastructure in many…

分布式、并行与集群计算 · 计算机科学 2018-05-18 Scott Boag , Parijat Dube , Kaoutar El Maghraoui , Benjamin Herta , Waldemar Hummer , K. R. Jayaram , Rania Khalaf , Vinod Muthusamy , Michael Kalantar , Archit Verma

DevOps automation can accelerate software delivery, yet many organizations still struggle to justify and prioritize automation work in terms of strategic project-management outcomes such as waste reduction, delivery predictability,…

软件工程 · 计算机科学 2026-01-08 Mamdouh Alenezi

With the rapid advancements in Large Language Models (LLMs), an increasing number of studies have leveraged LLMs as the cognitive core of agents to address complex task decision-making challenges. Specially, recent research has demonstrated…

多智能体系统 · 计算机科学 2025-03-13 Di Zhao , Longhui Ma , Siwei Wang , Miao Wang , Zhao Lv

Archival research is a complicated task that involves several diverse activities for the extraction of evidence and knowledge from a set of archival documents. The involved activities are usually unconnected, in terms of data connection and…

数据库 · 计算机科学 2023-04-14 Pavlos Fafalios , Yannis Marketakis , Anastasia Axaridou , Yannis Tzitzikas , Martin Doerr

Since SLAs specify the contractual terms that are formally used between consumers and providers, there is a need to aggregate QoS requirements from the perspectives of Clouds, networks, and devices to deliver the promised IoT…

分布式、并行与集群计算 · 计算机科学 2024-08-28 Awatif Alqahtani , Ellis Solaiman , Rajiv Ranjan

ATLAS event data processing requires access to non-event data (detector conditions, calibrations, etc.) stored in relational databases. The database-resident data are crucial for the event data reconstruction processing steps and often…

仪器与探测器 · 物理学 2019-08-13 A. Vaniachine

We discuss the workflows supported by the TLA+ Toolbox to write and verify specifications. We focus on features that are useful in industry because its users are primarily engineers. Two features are novel in the scope of formal IDEs:…

软件工程 · 计算机科学 2019-12-24 Markus Alexander Kuppe , Leslie Lamport , Daniel Ricketts

Large Language Models (LLMs) are increasingly deployed within agentic systems - collections of interacting, LLM-powered agents that execute complex, adaptive workflows using memory, tools, and dynamic planning. While enabling powerful new…

人工智能 · 计算机科学 2025-11-21 Dany Moshkovich , Sergey Zeltyn

To remain viable and thrive, software organizations must rapidly adapt to frequent, and often rather far-ranging, changes to their operational context. These changes typically concern many factors, including the nature of the organization's…

软件工程 · 计算机科学 2013-12-18 Alexis Ocampo , Fabio Bella , Jürgen Münch

Utility Computing has facilitated the creation of new markets that has made it possible to realize the long held dream of delivering IT as a Utility. Even though utility computing is in its nascent stage today, the proponents of utility…

分布式、并行与集群计算 · 计算机科学 2013-06-10 Inderveer Chana , Tarandeep Kaur

The growing demand for connected devices and the increase in investments in the Internet of Things (IoT) sector induce the growth of the market for this technology. IoT permeates all areas of life of an individual, from smartwatches to…

软件工程 · 计算机科学 2021-05-13 Igor Muzetti Pereira , Tiago Garcia de Senna Carneiro , Eduardo Figueiredo