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Discovery of Workflow Patterns - A Comparison of Process Discovery Algorithms
Process mining provides a set of techniques and algorithms to analyze, support, and improve business processes based on process execution data....
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An autonomous blockchain-based workflow execution broker for e-science
Scientific workflows are essential for many applications, enabling the configuration and execution of complex tasks across distributed resources. In...
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Discovering workflow nets of concurrent iterative processes
A novel and efficient method for discovering concurrent workflow processes is presented. It allows building a suitable workflow net (WFN) from a...
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Subgroup Discovery with SD4Py
We present SD4Py, a free open-source Python package for performing subgroup discovery and analysis. SD4Py makes it easy to discover subgroups from...
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An open science automatic workflow for multi-model species distribution estimation
Integrated Environmental Assessment systems and ecosystem models study the links between anthropogenic and climatic pressures on marine ecosystems...
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Energy-aware workflow scheduling in fog computing using a hybrid chaotic algorithm
Fog computing paradigm attempts to provide diverse processing at the edge of IoT networks. Energy usage being one of the important elements that may...
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A GPU-Accelerated Molecular Docking Workflow with Kubernetes and Apache Airflow
Complex workflows play a critical role in accelerating scientific discovery. In many scientific domains, efficient workflow management can lead to...
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POWL: Partially Ordered Workflow Language
Process models are used to represent processes in order to support communication and allow for the simulation and analysis of the processes. Many...
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MOHBA:multi-objective workflow scheduling in cloud computing using hybrid BAT algorithm
Workflow applications are a popular tool used by scientists to model and run applications on cloud computing. With the rise of multi-core parallel...
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A multiobjective optimization of task workflow scheduling using hybridization of PSO and WOA algorithms in cloud-fog computing
Workflow scheduling poses a significant challenge due to the large scale of workflows and heterogeneity of algorithms in cloud-fog environment. Also,...
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Scheduling Containerized Workflow in Multi-cluster Kubernetes
Docker and Kubernetes have revolutionized the cloud-native technology ecosystem by offering robust solutions for containerization and orchestration...
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Workflow analysis of data science code in public GitHub repositories
Despite the ubiquity of data science, we are far from rigorously understanding how coding in data science is performed. Even though the scientific...
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A framework for REST services discovery and composition
The increasing number of Restful web services/Rest APIs and their adoption by leading Internet companies grabbed the attention of the industry as...
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A decentralized prediction-based workflow load balancing architecture for cloud/fog/IoT environments
Processing of data gathered from new communication devices, such as Internet of Things (IoT)-based technology, has grown dramatically in the past...
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Energy-aware scientific workflow scheduling in cloud environment
Cloud computing represents a significant shift in computer capability acquisition from the former ownership model to the current subscription...
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SWARM: A Scientific Workflow Fragments Recommendation Approach via Contrastive Learning and Semantic Matching
Discovering and recommending scientific workflow fragments that can be reused or repurposed from public repositories is becoming increasingly...
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Parallel Flexible Heuristic Miner for Process Discovery
Process discovery aims to construct a business process model by extracting valuable information from event logs. To extract process models from event...
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Surrogate explanations for role discovery on graphs
Role discovery is the task of dividing the set of nodes on a graph into classes of structurally similar roles. Modern strategies for role discovery...
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Semantically realizing discovery and composition for RESTful web services
The processes of service discovery and composition are crucial tasks in application development driven by Web Services. However, with RESTful Web...
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ServiceNet: resource-efficient architecture for topology discovery in large-scale multi-tenant clouds
Modern computing infrastructures are evolving due to virtualisation, especially with the advent of 5G and future technologies. While this transition...
