Real world business process models may consist of hundreds of elements and have sophisticated structure. Although there are tasks where such models are valuable and appreciated, in general complexity has a negative influence on model comprehension and analysis. Thus, means for managing the complexity of process models are needed. One approach is abstraction of business process models—creation of a process model which preserves the main features of the initial elaborate process model, but leaves out insignificant details. In this paper we study the structural aspects of process model abstraction and introduce an abstraction approach based on process structure trees (PST). The developed approach assures that the abstracted process model preserves the ordering constraints of the initial model. It surpasses pattern-based process model abstraction approaches, allowing to handle graph-structured process models of arbitrary structure. We also provide an evaluation of the proposed approach.
Business Process Model Abstraction Based On Behavioral Profilessergey.smirnov
A variety of drivers for process modeling efforts, from low-level service orchestration to high-level decision support, results in many process models describing one business process. Depending on the modeling purpose, these models differ with respect to the model granularity. Business process model abstraction (BPMA) emerged as a technique that given a process model delivers a high-level process representation containing more coarse-grained activities and overall ordering constraints between them. Thereby, BPMA reduces the number of models capturing the same business process on different abstraction levels. In this paper, we present an abstraction approach that derives control flow dependencies for activities of an abstract model, once the groups of related activities are selected for aggregation. In contrast to the existing work, we allow for arbitrary activity groupings. To this end, we employ the behavioral profile notion that captures behavioral characteristics of a process model. Based on the original model and the activity grouping, we compute a new behavioral profile used for synthesis of the abstract process model.
The Ontology-based Business Architecture Engineering FrameworkDmitry Kudryavtsev
Business architecture became a well-known tool for business transformations. According to a recent study by Forrester, 50 percent of the companies polled claimed to have an active business architecture initiative, whereas 20 percent were planning to engage in business architecture work in the near future. However, despite the high interest in BA, there is not yet a common understanding of the main concepts. There is a lack for the business architecture framework which provides a complete metamodel, suggests methodology for business architecture development and enables tool support for it. The ORGMaster framework is designed to solve this problem using the ontology as a core of the metamodel. This paper describes the ORG-Master framework, its implementation and dissemination.
the presentation was given within the SOMET 2011 conference: http://www.somet.soft.iwate-pu.ac.jp/somet_11/
see the text in proceedings here: http://www.booksonline.iospress.nl/Content/View.aspx?piid=21454
Kudryavtsev, D., & Grigoriev, L. (2011). The ontology-based business architecture engineering framework. In proceedings of the 10th International Conference on Intelligent Software Methodologies, Tools and Techniques (SOMET), September 28-30, 2011, Saint-Petersburg, Russia. P. 233-252.
The following a short presentation on Physical & Functional Decomposition of a Manufactured Product and Its Implications on New Product Launch. This is critical as it establishes the bedrock for which Continuous Improvement and Lean Manufacturing efforts can build from. If this is not correctly done, we then have Garbage In, Garbage Out (GIGO)
Business Process Model Abstraction Based On Behavioral Profilessergey.smirnov
A variety of drivers for process modeling efforts, from low-level service orchestration to high-level decision support, results in many process models describing one business process. Depending on the modeling purpose, these models differ with respect to the model granularity. Business process model abstraction (BPMA) emerged as a technique that given a process model delivers a high-level process representation containing more coarse-grained activities and overall ordering constraints between them. Thereby, BPMA reduces the number of models capturing the same business process on different abstraction levels. In this paper, we present an abstraction approach that derives control flow dependencies for activities of an abstract model, once the groups of related activities are selected for aggregation. In contrast to the existing work, we allow for arbitrary activity groupings. To this end, we employ the behavioral profile notion that captures behavioral characteristics of a process model. Based on the original model and the activity grouping, we compute a new behavioral profile used for synthesis of the abstract process model.
The Ontology-based Business Architecture Engineering FrameworkDmitry Kudryavtsev
Business architecture became a well-known tool for business transformations. According to a recent study by Forrester, 50 percent of the companies polled claimed to have an active business architecture initiative, whereas 20 percent were planning to engage in business architecture work in the near future. However, despite the high interest in BA, there is not yet a common understanding of the main concepts. There is a lack for the business architecture framework which provides a complete metamodel, suggests methodology for business architecture development and enables tool support for it. The ORGMaster framework is designed to solve this problem using the ontology as a core of the metamodel. This paper describes the ORG-Master framework, its implementation and dissemination.
the presentation was given within the SOMET 2011 conference: http://www.somet.soft.iwate-pu.ac.jp/somet_11/
see the text in proceedings here: http://www.booksonline.iospress.nl/Content/View.aspx?piid=21454
Kudryavtsev, D., & Grigoriev, L. (2011). The ontology-based business architecture engineering framework. In proceedings of the 10th International Conference on Intelligent Software Methodologies, Tools and Techniques (SOMET), September 28-30, 2011, Saint-Petersburg, Russia. P. 233-252.
The following a short presentation on Physical & Functional Decomposition of a Manufactured Product and Its Implications on New Product Launch. This is critical as it establishes the bedrock for which Continuous Improvement and Lean Manufacturing efforts can build from. If this is not correctly done, we then have Garbage In, Garbage Out (GIGO)
Business processes are an important instrument for understanding and improving how companies provide goods and services to customers. Therefore, many companies have documented their business processes well, often in the Event-driven Process Chains (EPC). Unfortunately, in many cases the resulting EPCs are rather complex, so that the overall process logic is hidden in low level process details. This paper proposes abstraction mechanisms for process models that aim to reduce their complexity, while keeping the overall process structure. We assume that functions are marked with efforts and splits are marked with probabilities. This information is used to separate important process parts from less important ones. Real world process models are used to validate the approach.
Meronymy-based Aggregation of Activities in Business Process Modelssergey.smirnov
As business process management is increasingly applied in practice, more companies document their operations in the form of process models. Since users require descriptions of one process on various levels of detail, there are often multiple models created for the same process. Business process model abstraction emerged as a technique reducing the number of models to be stored: given a detailed process model, business process model abstraction delivers abstract representations for the same process. A key problem in many abstraction scenarios is the transition from detailed activities in the initial model to coarse-grained activities in the abstract model. This transition is realized by an aggregation operation clustering multiple activities to a single one. So far, humans decide on how to aggregate, which is expensive. This paper presents a semi-automated approach to activity aggregation that reduces the human effort significantly. The approach takes advantage of an activity meronymy relation, i.e., part-of relation defined between activities. The approach is semi-automated, as it proposes sets of meaningful aggregations, while the user still decides. The approach is evaluated by a real-world use case.
COEPD - Center of Excellence for Professional Development is a primarily a Business Analyst and PMP Training Institute in the IT industry of India head quartered at Hyderabad. COEPD is expert in PMP Training and Business Analyst Training in Hyderabad, Chennai, Pune , Mumbai & Vizag. We offer PMP and Business Analyst Training with affordable prices that fit your needs.
COEPD conducts 4-day workshops throughout the year for all participants in various locations i.e. Hyderabad, Pune. The workshops are also conducted on Saturdays and Sundays for the convenience of working professionals.
For More Details Please Contact us:
Visit at http://www.coepd.com or http://www.facebook.com/BusinessAnalystTraining
Center of Excellence for Professional Development
3rd Floor, Sahithi Arcade, S R Nagar,
Hyderabad 500 038, India.
Ph# +91 9000155700,
helpdesk@coepd.com
Structural Aspects Of Business Process Diagram Abstractionsergey.smirnov
As companies more and more often turn to documenting their business processes in models, the task of managing large model collections becomes essential. There is a number of techniques simplifying this task, e.g., construction of customized process views and business process model abstraction. The latter aims at deriving abstract process representations from existing low-level models omitting details irrelevant for the current task. A number of papers on process model abstraction conceptualized the abstraction problem and proposed algorithms handling simplistic models. To the best of our knowledge there is no work discussing abstraction of models in BPMN. In this paper we present an abstraction approach, addressing specific features of BPMN 1.2. The abstraction approach is order-preserving and is capable of handling graph-structured process models.
Action Patterns in Business Process Modelssergey.smirnov
Business process management experiences a large uptake by
the industry, and process models play an important role in the analysis and
improvement of processes. While an increasing number of sta becomes
involved in actual modeling practice, it is crucial to assure model quality
and homogeneity along with providing suitable aids for creating models.
In this paper we consider the problem of o ering recommendations to the
user during the act of modeling. Our key contribution is a concept for
de ning and identifying action patterns - chunks of actions often appearing
together in business processes. In particular, we specify action patterns
and demonstrate how they can be identi ed from existing process model
repositories using association rule mining techniques. Action patterns
can then be used to suggest additional actions for a process model. Our
approach is challenged by applying it to the collection of process models
from the SAP Reference Model.
In this session participants will work with experts to develop a sample logical framework for their project.
o OBJECTIVE: Participants will identify inputs, activities, outputs, outcomes, and impacts for their projects
Introduction to Business Process Model and Notation (BPMN) - OSSCamp 2014OSSCube
BPMN is Method of illustrating business processes in the form of a diagram similar to a flowchart. Originally developed by the Business Process Management Initiative (BPMI).
Currently maintained by the Object Management Group (OMG). The current
version of BPMN is 2.0.
LAST VERSION available here:
https://speakerdeck.com/opimedia/an-efficient-and-parallel-abstract-interpreter-in-scala-first-algorithm
Presentation for this master thesis.
https://bitbucket.org/OPiMedia/efficient-parallel-abstract-interpreter-in-scala
Business processes are an important instrument for understanding and improving how companies provide goods and services to customers. Therefore, many companies have documented their business processes well, often in the Event-driven Process Chains (EPC). Unfortunately, in many cases the resulting EPCs are rather complex, so that the overall process logic is hidden in low level process details. This paper proposes abstraction mechanisms for process models that aim to reduce their complexity, while keeping the overall process structure. We assume that functions are marked with efforts and splits are marked with probabilities. This information is used to separate important process parts from less important ones. Real world process models are used to validate the approach.
Meronymy-based Aggregation of Activities in Business Process Modelssergey.smirnov
As business process management is increasingly applied in practice, more companies document their operations in the form of process models. Since users require descriptions of one process on various levels of detail, there are often multiple models created for the same process. Business process model abstraction emerged as a technique reducing the number of models to be stored: given a detailed process model, business process model abstraction delivers abstract representations for the same process. A key problem in many abstraction scenarios is the transition from detailed activities in the initial model to coarse-grained activities in the abstract model. This transition is realized by an aggregation operation clustering multiple activities to a single one. So far, humans decide on how to aggregate, which is expensive. This paper presents a semi-automated approach to activity aggregation that reduces the human effort significantly. The approach takes advantage of an activity meronymy relation, i.e., part-of relation defined between activities. The approach is semi-automated, as it proposes sets of meaningful aggregations, while the user still decides. The approach is evaluated by a real-world use case.
COEPD - Center of Excellence for Professional Development is a primarily a Business Analyst and PMP Training Institute in the IT industry of India head quartered at Hyderabad. COEPD is expert in PMP Training and Business Analyst Training in Hyderabad, Chennai, Pune , Mumbai & Vizag. We offer PMP and Business Analyst Training with affordable prices that fit your needs.
COEPD conducts 4-day workshops throughout the year for all participants in various locations i.e. Hyderabad, Pune. The workshops are also conducted on Saturdays and Sundays for the convenience of working professionals.
For More Details Please Contact us:
Visit at http://www.coepd.com or http://www.facebook.com/BusinessAnalystTraining
Center of Excellence for Professional Development
3rd Floor, Sahithi Arcade, S R Nagar,
Hyderabad 500 038, India.
Ph# +91 9000155700,
helpdesk@coepd.com
Structural Aspects Of Business Process Diagram Abstractionsergey.smirnov
As companies more and more often turn to documenting their business processes in models, the task of managing large model collections becomes essential. There is a number of techniques simplifying this task, e.g., construction of customized process views and business process model abstraction. The latter aims at deriving abstract process representations from existing low-level models omitting details irrelevant for the current task. A number of papers on process model abstraction conceptualized the abstraction problem and proposed algorithms handling simplistic models. To the best of our knowledge there is no work discussing abstraction of models in BPMN. In this paper we present an abstraction approach, addressing specific features of BPMN 1.2. The abstraction approach is order-preserving and is capable of handling graph-structured process models.
Action Patterns in Business Process Modelssergey.smirnov
Business process management experiences a large uptake by
the industry, and process models play an important role in the analysis and
improvement of processes. While an increasing number of sta becomes
involved in actual modeling practice, it is crucial to assure model quality
and homogeneity along with providing suitable aids for creating models.
In this paper we consider the problem of o ering recommendations to the
user during the act of modeling. Our key contribution is a concept for
de ning and identifying action patterns - chunks of actions often appearing
together in business processes. In particular, we specify action patterns
and demonstrate how they can be identi ed from existing process model
repositories using association rule mining techniques. Action patterns
can then be used to suggest additional actions for a process model. Our
approach is challenged by applying it to the collection of process models
from the SAP Reference Model.
In this session participants will work with experts to develop a sample logical framework for their project.
o OBJECTIVE: Participants will identify inputs, activities, outputs, outcomes, and impacts for their projects
Introduction to Business Process Model and Notation (BPMN) - OSSCamp 2014OSSCube
BPMN is Method of illustrating business processes in the form of a diagram similar to a flowchart. Originally developed by the Business Process Management Initiative (BPMI).
Currently maintained by the Object Management Group (OMG). The current
version of BPMN is 2.0.
LAST VERSION available here:
https://speakerdeck.com/opimedia/an-efficient-and-parallel-abstract-interpreter-in-scala-first-algorithm
Presentation for this master thesis.
https://bitbucket.org/OPiMedia/efficient-parallel-abstract-interpreter-in-scala
Event Stream Processing with Multiple ThreadsSylvain Hallé
We present an extension to the BeepBeep 3 event stream engine that allows the use of multiple threads during the evaluation of a query. Compared to the single-threaded version of BeepBeep, the allocation of just a few threads to specific portions of a query provides improvement in terms of throughput.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
9. Order Preserving Abstraction F A A and B belong to F A , ordering constraints are lost C and D do not belong to F A , ordering constraints are preserved A belong to F A and D does not, ordering constraints between F and D as between A and D
10.
11.
12. Relations between SESE Fragments p arent - child predecessor-successor if the node set of SESE fragment f 1 is the subset of node set of SESE fragment f 2 , then f 1 is the child of f 2 and f 2 is the parent of f 1 SESE fragment f 1 precedes SESE fragment f 2 (and f 2 succeeds f 1 ) if the outgoing edge of f 1 is the incoming edge of f 2 P 1 c 2 c 1 p 1 s 2 s 1 p 2
16. Abstraction Smoothness smoothness = 2 smoothness = 2 smoothness = 5 … loss of information is essential and desired … abstraction smoothness quantitatively estimates the information loss produced by one abstraction step
![Motivation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)