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A composable infrastructure is defined as resources, such as compute, storage, accelerators and networking, that are shared in a pool and that can be grouped in various configurations to meet application requirements. This freedom to 'mix…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-03-22 Kauotar El Maghraoui , Lorraine M. Herger , Chekuri Choudary , Kim Tran , Todd Deshane , David Hanson

An increasing number of Analytics-as-a-Service solutions has recently seen the light, in the landscape of cloud-based services. These services allow flexible composition of compute and storage components, that create powerful data ingestion…

Distributed, Parallel, and Cluster Computing · Computer Science 2017-03-16 Francesco Pace , Marco Milanesio , Daniele Venzano , Damiano Carra , Pietro Michiardi

The development of an IT strategy and ensuring that it is the best possible one for business is a key problem many organizations face. This problem is that of linking business architecture to IT architecture in general and application…

Software Engineering · Computer Science 2024-07-25 Suresh Kamath

Machine Learning Operations (MLOps) is becoming a highly crucial part of businesses looking to capitalize on the benefits of AI and ML models. This research presents a detailed review of MLOps, its benefits, difficulties, evolutions, and…

Software Engineering · Computer Science 2023-06-01 A. I. Ullah Tabassam

Intellectual properties is increasingly important in the economic development. To solve the pain points by traditional methods in IP evaluation, we are developing a new technology with machine learning as the core. We have built an online…

Artificial Intelligence · Computer Science 2022-08-19 Jinxin Ding , Yuxin Huang , Keyang Ni , Xueyao Wang , Yinxiao Wang , Yucheng Wang

Coordination services and protocols are critical components of distributed systems and are essential for providing consistency, fault tolerance, and scalability. However, due to the lack of standard benchmarking and evaluation tools for…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-10-28 Bekir Turkkan , Elvis Rodrigues , Tevfik Kosar , Aleksey Charapko , Ailidani Ailijiang , Murat Demirbas

The prosperity of services and the frequent interaction between services contribute to the formation of the service ecosystem. Service ecosystem is a complex dynamic system with continuous evolution. Service providers voluntarily or…

Computers and Society · Computer Science 2020-05-07 Mingyi Liu , Zhiying Tu , Xiaofei Xu , Zhongjie Wang

Conventional latency metrics are formulated based on a broad definition of traditional monolithic services, and hence lack the capacity to address the complexities inherent in modern services and distributed computing paradigms.…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-07-02 Theodoros Theodoropoulos , John Violos , Antonios Makris , Konstantinos Tserpes

Many HPC applications suffer from a bottleneck in the shared caches, instruction execution units, I/O or memory bandwidth, even though the remaining resources may be underutilized. It is hard for developers and runtime systems to ensure…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-03-17 Felippe V. Zacarias , Vinicius Petrucci , Rajiv Nishtala , Paul Carpenter , Daniel Mossé

While service-dominant logic proposes that all "Goods are a distribution mechanism for service provision" (FP3), there is a need to understand when and why a firm would utilise direct or indirect (goods) service provision, and the…

Systems and Control · Computer Science 2011-11-14 Irene Ng , Gerard Briscoe

The idea behind microservices architecture is to develop a single large, complex application as a suite of small, cohesive, independent services. On the other way, monolithic systems get larger over the time, deviating from the intended…

Software Engineering · Computer Science 2016-05-11 Alessandra Levcovitz , Ricardo Terra , Marco Tulio Valente

Context. Despite the increasing adoption of Machine Learning Operations (MLOps), teams still encounter challenges in effectively applying this paradigm to their specific projects. While there is a large variety of available tools usable for…

Software Engineering · Computer Science 2024-09-12 Faezeh Amou Najafabadi , Justus Bogner , Ilias Gerostathopoulos , Patricia Lago

Blockchain technology provides a tamper-proof mechanism to execute inter-organizational business processes involving mutually untrusted parties. Existing approaches to blockchain-based process execution are based on code generation. In…

Software Engineering · Computer Science 2019-06-05 Orlenys López-Pintado , Marlon Dumas , Luciano García-Bañuelos , Ingo Weber

In the last decade, many business applications have moved into the cloud. In particular, the "database-as-a-service" paradigm has become mainstream. While existing multi-tenant data management systems focus on single-tenant query…

Databases · Computer Science 2017-03-14 Lucas Braun , Renato Marroquin , Kai-En Tsay , Donald Kossmann

Predictive Business Process Monitoring (PBPM) aims to forecast future outcomes of ongoing business processes. However, existing methods often lack flexibility to handle real-world challenges such as simultaneous events, class imbalance, and…

Machine Learning · Computer Science 2025-08-06 Fang Wang , Paolo Ceravolo , Ernesto Damiani

We propose that designing a manufacturer's equipment-based service value proposition in outcome-based contracts is the design of a new business model capable of managing threats to the firm's viability that can arise from the contextual…

Other Computer Science · Computer Science 2012-11-26 Irene Ng , Gerard Briscoe

BPMS (Business Process Management System) represents a type of software that automates the organizational processes looking for efficiency. Since the knowledge of organizations lies in their processes, it seems probable that a BPMS can be…

General Economics · Economics 2023-11-27 Alicia Martin-Navarro , Maria Paula Lechuga Sancho , Jose Aurelio Medina-Garrido

Business conversation manager is a system which makes organization's communications possible on computer system platforms and also within defined processes and relationships. This research reviews the literature of BCM systems and…

Software Engineering · Computer Science 2018-08-15 Safiollah Heidari , Mohammad Jafar Tarokh

The increasing use of statistical data analysis in enterprise applications has created an arms race among database vendors to offer ever more sophisticated in-database analytics. One challenge in this race is that each new statistical…

Databases · Computer Science 2015-03-20 Xixuan Feng , Arun Kumar , Ben Recht , Christopher Ré

Commercially available business process management systems (BPMS) still suffer to support organizations to enact their business processes in an effective and efficient way. Current BPMS, in general, are based on BPMN 2.0 and/or BPEL. It is…

Multiagent Systems · Computer Science 2014-05-20 J. Kotremba , S. Raß , R. Singer
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