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Performance prediction for running workflows under role-based authorization mechanisms

Ligang He, Mark Calleja, Mark Hayes, Stephen A. Jarvis
2009 2009 IEEE International Symposium on Parallel & Distributed Processing  
This paper presents a mechanism to theoretically compute the performance of running scientific workflows under RBAC authorisation control.  ...  Role-Based Access Control (RBAC), under which the users are assigned to certain roles while the roles are associated with prescribed permissions, remains one of the most popular authorisation control mechanisms  ...  mechanism presented here can be employed to calculate/predict the performance of running these workflows.  ... 
doi:10.1109/ipdps.2009.5161190 dblp:conf/ipps/HeCHJ09 fatcat:dbtrv2hesnaq5npg47mmq5s43a

Workshops09 1

2009 2009 IEEE International Symposium on Parallel & Distributed Processing  
High Performance Grid Computing -HPGC INFN-CNAF activity in the TIER-1 and GRID for LHC experiments M. Bencivenni, M. Canaparo F. Capannini, L. Carota, M. Carpenè, A. Cavalli, A. Ceccanti, M.  ...  Seinstra A Semantic-aware Information System for Multi-Domain Applications over Service Grids Carmela Comito, Carlo Mastroianni Domenico Talia Managing the Construction and Use of Functional Performance  ...  Performance Prediction for Running Workflows under Role-based Authorization Mechanisms  ... 
doi:10.1109/ipdps.2009.5160851 fatcat:43frz5m265gmpjfmucsxgufpdu

A Workflow Criticality-Based Approach to Bypass the Workflow Satisfiability Problem

Monsef Boughrous, Hanan El Bakkali, Chien Ming Chen
2021 Security and Communication Networks  
For this purpose, we define workflow criticality, which can be used as a metric during run-time to prevent WSP.  ...  As a result, the number of available and authorized users for the workflow execution decreases drastically.  ...  Moreover, the authors showed that finding an optimal role-based authorization policy that allows a workflow execution is NPcomplete.  ... 
doi:10.1155/2021/3330923 fatcat:4jyhtood5ragfmh7kdwh5ks44u

A Survey on Quality of Service in Cloud Computing
English

Helen Anderson Akpan, B.RebeccaJeya Vadhanam
2015 International Journal of Computer Trends and Technology  
The services level agreements clarify the roles, set charges and expectations and provide mechanisms for resolving service problems within a specified and agreed upon time period.  ...  Under cloud computing, computing resources are hosted in the internet and delivered to customers as services.  ...  In order to analyze the users' requirements and design a customized schedule, the authors propose a two stage workflow model where the macro multi-workflow stage is based on trust and micro single workflow  ... 
doi:10.14445/22312803/ijctt-v27p110 fatcat:debys26ybze2pkoqswzlratscm

Interactive Workflow-based Infrastructure for Urgent Computing

Konstantin V. Knyazkov, Denis A. Nasonov, Timofey N. Tchurov, Alexander V. Boukhanovsky
2013 Procedia Computer Science  
Workflow formalism is taken as the base for investigation. After analyzing the peculiarities of workflow-based UC infrastructure we propose an extended interactive workflow model.  ...  In this paper we propose and analyze the interactive workflow model as the base for urgent computing (UC) infrastructures.  ...  Tasks and whole workflows can run for infinitely long time. 2. Management mechanisms for long-running blocks should be provided.  ... 
doi:10.1016/j.procs.2013.05.393 fatcat:4rj6w4xxa5apbezglib7wawn34

SWARM

Xinghua Shi, Rick Stevens
2008 Proceedings of the 6th international workshop on Challenges of large applications in distributed environments - CLADE '08  
To tackle this problem, we design SWARM, a scientific workflow that can be utilized to improve genomescale metabolic models in high-throughput fashion.  ...  The availability of a large number of metabolic models will lead to a new generation of important biological hypotheses and experimental designs based on the analysis of these models.  ...  Dept. of Energy under Contract DE-AC02-06CH11357.The authors are grateful for discussions and/or share of data from Ross Overbeek, Terry Disz, Matthew Cohoon, Matthew DeJongh, Christopher Henry, Michael  ... 
doi:10.1145/1383529.1383535 dblp:conf/clade/ShiS08 fatcat:ghefpn2brvb6hfiqbuufinaak4

The design of a JADE-based autonomous workflow management system for collaborative SoC design

Charles V. Trappey, Amy J.C. Trappey, Ching-Jen Huang, C.C. Ku
2009 Expert systems with applications  
The workflow coordination mechanism uses five domain specific agents to perform the workflow enactment services and a generic agent to control the system flow logic.  ...  The proposed JADE-based autonomous workflow management system (JAWMS) uses a workflow coordination mechanism and an agent integration mechanism to enable the analysis, management and interaction of automated  ...  Under its function-authority management function, SMA will define corresponding functions depending on the user's role. Fig. 7 shows the use case diagram for JAWMS.  ... 
doi:10.1016/j.eswa.2008.01.064 fatcat:3bxe7l5dlrguta2vhatpptqw4a

CloudNeo: a cloud pipeline for identifying patient-specific tumor neoantigens

Preeti Bais, Sandeep Namburi, Daniel M Gatti, Xinyu Zhang, Jeffrey H Chuang, John Hancock
2017 Bioinformatics  
for neoantigen prediction.  ...  We present CloudNeo, a cloud-based computational workflow for identifying patientspecific tumor neoantigens from next generation sequencing data.  ...  Kaushik for assistance with the CGC platform.  ... 
doi:10.1093/bioinformatics/btx375 pmid:28605406 pmcid:PMC5870764 fatcat:ant32he2oza3fcmwh25xroracm

Towards A Methodology and Framework for Workflow-Driven Team Science [article]

Ilkay Altintas, Shweta Purawat, Daniel Crawl, Alok Singh, Kyle Marcus
2019 arXiv   pre-print
Scientific workflows are powerful tools for management of scalable experiments, often composed of complex tasks running on distributed resources.  ...  We also present a conceptual design towards the development of methodologies and tools for effective workflow-driven collaborations, namely the PPoDS methodology and the SmartFlows Toolkit for smart utilization  ...  The authors would also like to thank Workflows for Data Science (WorDS) Center of Excellence team members Mai Nguyen and Volkan Vural for their participation in the discussions leading to this paper.  ... 
arXiv:1903.01403v1 fatcat:ubbe6qk5kfb77erhetvp25jele

Cloud resource management: towards efficient execution of large-scale scientific applications and workflows on complex infrastructures

Nelson Mimura Gonzalez, Tereza Cristina Melo de Brito Carvalho, Charles Christian Miers
2017 Journal of Cloud Computing: Advances, Systems and Applications  
reliability, pose as challenges to truly position clouds as viable high-performance infrastructures for scientific computing.  ...  Workflows have emerged as a way to formalize and structure data analysis, thus becoming an increasingly popular paradigm for scientists to handle complex scientific processes.  ...  For fault-tolerance the authors adopt checkpointing, which consists of creating snapshots of the data being manipulated by the workflow and run time structures, if necessary.  ... 
doi:10.1186/s13677-017-0081-4 fatcat:oy36rd3zerc2rfx7rhpdqxvkte

Building a Dynamic Data Driven Application System for Hurricane Forecasting [chapter]

Gabrielle Allen
2007 Lecture Notes in Computer Science  
Dynamic and adaptive capabilities are crucially important for such a framework, providing the ability to integrate coupled models with real-time sensor information, or to enable deadline based scenarios  ...  forecasts for hurricane events.  ...  The author acknowledges contributions from colleagues in the SCOOP, CLEAR and LPFS projects and collaborators at LSU.  ... 
doi:10.1007/978-3-540-72584-8_136 fatcat:q5shwgfkznbolmqsuw5syg2lc4

A survey of cloud resource management for complex engineering applications

Haibao Chen, Song Wu, Hai Jin, Wenguang Chen, Jidong Zhai, Yingwei Luo, Xiaolin Wang
2016 Frontiers of Computer Science  
Traditionally, Complex Engineering Applications (CEAs), which consist of numerous components (software) and require a large amount of computing resources, usually run in dedicated clusters or high performance  ...  The survey puts forward two important questions: 1) what are the main challenges for CEAs to run in Clouds? and 2) what are the prior research topics addressing these challenges?  ...  Acknowledgements We thank the anonymous reviewers for their insightful comments and suggestions. This work was supported by National Science Foundation of China under  ... 
doi:10.1007/s11704-015-4207-x fatcat:iq5odhb6o5djvcdhcnx6cxohzi

Accelerating Hyperparameter Tuning in Machine Learning for Alzheimer's Disease With High Performance Computing

Fan Zhang, Melissa Petersen, Leigh Johnson, James Hall, Sid E. O'Bryant
2021 Frontiers in Artificial Intelligence  
This work reports a multicore high performance support vector machine (SVM) hyperparameter tuning workflow with 100 times repeated 5-fold cross-validation for speeding up ML for AD.  ...  Machine learning (ML) methods have delivered remarkable prediction for the early diagnosis of Alzheimer's disease (AD).  ...  of AD (Leong and Abdullah, 2019; Khan and Zubair, 2020) . disease; 7) Negative Predictive Value at base rate of 12% (NPV12); and 8) Positive Predictive Value at base rate of 12% (PPV12).  ... 
doi:10.3389/frai.2021.798962 pmid:34957393 pmcid:PMC8692864 fatcat:ejd4wdlivjhunikyl2nn6iua44

Virtual Machine Scheduling Strategies in Cloud Computing- A Review

Supreeth S, Kiran Kumari Patil
2019 Zenodo  
Analysis of past utilization of VMs helps in designing the scheduling strategy for the scheduling algorithm.  ...  Though immediate resource usage plays an important role in scheduling process of virtual machine but system variation and historical data also helps in increasing the optimization efficiency of VMs.  ...  and security of the system on dynamic security requirements under a wide range of workflow Workflow Scheduling of cloud environment workload characteristics scheduling which predicts workflow behavior  ... 
doi:10.5281/zenodo.6144560 fatcat:vluzfhtr4ratlgq6ngnqkofthy

The VPH Hypermodelling framework for cancer multiscale models in the clinical practice

D. Tartarini, K. Duan, N. Gruel, D. Testi, D. Walker, M. Viceconti
2014 Proceedings of the 2014 6th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation - The CHIC Project Workshop (IARWISOCI)  
AbstractÑ The VPH Hypermodelling framework is a collaborative computational platform providing a complete Problem Solving Environment to execute, on distributed computational architectures, sophisticated predictive  ...  Viceconti are with the INSIGNEO Institute for in silico Medicine, Sheffield, S13JD UK (corresponding author to provide phone: +44 (0) 114 222 6173; e-mail: d.tartarini@sheffield.ac.uk). D.  ...  A key role is played by the Workflow Orchestrator (an instance of the Taverna Server [9] ), which actually orchestrates the execution of all the models composing the workflow and the data flow between  ... 
doi:10.1109/iarwisoci.2014.7034642 dblp:conf/iarwisoci/TartariniDGTWV14 fatcat:uvqd3bbyazhndlmhiedhs6cnka
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