Dynamically reconfigurable workflows for time-critical applications

Evans, Kieran; Jones, Andrew C.; Preece, Alun; Quevedo, Francisco; Rogers, David; Spasić, Irena; Taylor, Ian; Stankovski, Vlado; Taherizadeh, Salman; Trnkoczy, Jernej; Suciu, George; Suciu, Victor; Martin, Paul; Wang, Junchao; Zhao, Zhiming

doi:10.1145/2822332.2822339

Cited by 24 publications

(14 citation statements)

References 13 publications

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“…Embedded sensors in industrial plants are key concepts of industry 4.0 (Jang, 2016;Kang, et al, 2016;Lu and Weng, 2018;Lee, et al, 2015). Creating a connected environment in an industrial facility leads to process optimization, real-time production and control, and effectiveness in equipment utilization (Schug, 2018;Evans, 2015). Therefore, food and beverage companies are currently more concerned about implementing new technologies for process monitoring and efficiency successfully , with new windows of opportunities appearing in different segments of the production chain (Schug, 2018;Rodriguez Gamboa, et al, 2019).…”

Section: Analysis Of Company's Innovative Capacity In Using Adoptingmentioning

confidence: 99%

Integrated technology roadmapping in startups: a case study of an AgTech in the Cachaça industry

Silvello

Alves

Alcarde

2021

Sci. agric. (Piracicaba, Braz.)

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Companies develop strategies to describe where they want to go and how they will reach their destination. Business strategies are useful but may not be sufficiently detailed for areas of high importance, such as technology and innovation. In this paper we examined the effort of building a technology roadmap with an early growth stage company located in the state of São Paulo, Brazil. Roadmaps are easy to design yet flexible tools that can allow decision makers to explore a myriad of possible strategies. However, the challenges ahead for new companies facing uncertain growth scenarios demand that framework conditions be adequately addressed, and that innovation culture and technology management tools are integrated with the technology roadmapping strategy. Based on the empirical evidence collected from the startup studied, along with the literature and interviews with key stakeholders, this paper developed a pathway to support technology and innovation plans for startups going through similar growth stages and provides directions for future research in the area, given the scarcity of evidence available of new high-tech companies' efforts in planning and developing new products

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Section: Analysis Of Company's Innovative Capacity In Using Adoptingmentioning

confidence: 99%

Integrated technology roadmapping in startups: a case study of an AgTech in the Cachaça industry

Silvello

Alves

Alcarde

2021

Sci. agric. (Piracicaba, Braz.)

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“…Such a data subscription scenario serves both end-users and application workflows for which the retrieval of subscribed-to data is a crucial input. Frequently these workflows require specific data to be delivered within a specific time window and often have firm or soft real-time requirements [9]. The type of real-time requirement is specified by the end-user or the workflow developer.…”

Section: Data Subscription In Ris 21 a Data Subscription Scenario Inmentioning

confidence: 99%

Case Study: Data Subscriptions Using Elastic Cloud Services

Koulouzis

Carval

Heikkinen

et al. 2020

Lecture Notes in Computer Science

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To perform data-centric research in environmental and earth sciences, researchers need effectively query, select and access data products from different research infrastructures. When providing observation data continuously, infrastructure is expected to create and deliver customised data products, e.g. for specific geo-regions, time durations or observation parameters, to enhance its ability to serve the research communities. Such kind of services often have time-critical requirements; some tasks need to be carried out within specific time windows when the data products are needed for real-time modelling or simulation frameworks.

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“…Other systems have been built to provide QoS for time critical applications. [Evans et al 2015] provides a system that achieves QoS requirements for workflow systems, however it is limited to these kind of applications and cannot be orchestrated with other cloud providers and technologies. As for security, [Schuster et al 2015] considers using Hadoop in an SGX environment.…”

Section: Related Workmentioning

confidence: 99%

Asperathos: Running QoS-Aware Sensitive Batch Applications with Intel SGX

Sampaio

Souza

Vinha

et al. 2019

Anais Estendidos Do XXXVII Simpósio Brasileiro De Redes De Computadores E Sistemas Distribuídos (SBRC Estendido 2019)

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The massive amount of information being generated nowadays results in the need for efficient data processing frameworks. For sensitive information, concerns also emerge regarding data integrity and confidentiality. To address such concerns, we present Asperathos, a configurable framework to automate the execution of batch applications in cloud environments while complying with QoS goals and processing potentially sensitive data. Our demonstration leverages tools such as Kubernetes and Intel SGX in a smart grid scenario, computing the power consumption from a dataset containing detailed measurements of users. We illustrate Asperathos features through the integration with both a command line and a web-based interface.

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Dynamically reconfigurable workflows for time-critical applications

Cited by 24 publications

References 13 publications

Integrated technology roadmapping in startups: a case study of an AgTech in the Cachaça industry

Integrated technology roadmapping in startups: a case study of an AgTech in the Cachaça industry

Case Study: Data Subscriptions Using Elastic Cloud Services

Asperathos: Running QoS-Aware Sensitive Batch Applications with Intel SGX

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