Presenting this set of slides with name - Risk Management Module PowerPoint Presentation Slides. The stages in this process are Risk Management Module, Risk Management Framework, Risk Management Structure.
Supply Chain Management as a discipline has witnessed a tremendous growth during the last two decades. Following are the some of risks or issues due to operational problems in supply chain management.
Demand Management
Inventory Management
Secondary Production Planning
etc.
Ensure that the best possible level of service quality and availability is maintained with this Incident Management Powerpoint Presentation Slides. Showcase the activities within the incident management procedure by incorporating this incident detection and recording PPT visuals. Determine how quickly a resolution of the incident is required by using this professionally designed investigation and analysis PPT graphic. Present the primary ITIL management roles with the help of our incident closure PowerPoint infographics. Also, determine the relative impact of an issue on business processes by taking the aid of the resolution and record the PPT template. Take the advantage of this problem management PowerPoint layout to determine the level of risk by considering the category of probability against consequence severity. Showcase the procedures to deal with the potential problems using the incident monitoring PPT templates. Download problem reporting and communication PPT presentation to restore a normal service operation as quickly as possible. https://bit.ly/3jH7J6u
Need more insights? An On-Demand Webinar on the topic “Branding Procurement” can be accessed here: http://zyc.us/2GmSwSA
Branding Procurement
As someone who has been in the supply world for more years than I would care to admit, the old Rodney Dangerfield lament about getting no respect was second only to the "we want a seat at the table" refrain.
While the profession as a whole had made some advancements beyond the days when CFOs considered our enterprise contributions to be either minimal or non-existent, it is still safe to say that we procurement professionals have not properly branded ourselves and the value we bring to our organizations.
"Some executives used to think of procurement as the place you send staff away in order to never see them again." - Leading Procurement Strategy, Carlos Mena, Remko van Hoek, Martin Christopher
In this presentation, (sponsored by Zycus), have a look at where procurement as a profession was, where are they today, and what they have to do to realize their full potential in the future.
Presenting this set of slides with name - Risk Management Module PowerPoint Presentation Slides. The stages in this process are Risk Management Module, Risk Management Framework, Risk Management Structure.
Supply Chain Management as a discipline has witnessed a tremendous growth during the last two decades. Following are the some of risks or issues due to operational problems in supply chain management.
Demand Management
Inventory Management
Secondary Production Planning
etc.
Ensure that the best possible level of service quality and availability is maintained with this Incident Management Powerpoint Presentation Slides. Showcase the activities within the incident management procedure by incorporating this incident detection and recording PPT visuals. Determine how quickly a resolution of the incident is required by using this professionally designed investigation and analysis PPT graphic. Present the primary ITIL management roles with the help of our incident closure PowerPoint infographics. Also, determine the relative impact of an issue on business processes by taking the aid of the resolution and record the PPT template. Take the advantage of this problem management PowerPoint layout to determine the level of risk by considering the category of probability against consequence severity. Showcase the procedures to deal with the potential problems using the incident monitoring PPT templates. Download problem reporting and communication PPT presentation to restore a normal service operation as quickly as possible. https://bit.ly/3jH7J6u
Need more insights? An On-Demand Webinar on the topic “Branding Procurement” can be accessed here: http://zyc.us/2GmSwSA
Branding Procurement
As someone who has been in the supply world for more years than I would care to admit, the old Rodney Dangerfield lament about getting no respect was second only to the "we want a seat at the table" refrain.
While the profession as a whole had made some advancements beyond the days when CFOs considered our enterprise contributions to be either minimal or non-existent, it is still safe to say that we procurement professionals have not properly branded ourselves and the value we bring to our organizations.
"Some executives used to think of procurement as the place you send staff away in order to never see them again." - Leading Procurement Strategy, Carlos Mena, Remko van Hoek, Martin Christopher
In this presentation, (sponsored by Zycus), have a look at where procurement as a profession was, where are they today, and what they have to do to realize their full potential in the future.
In this presentation, Jonathan Riddell Bamber looks at a new proposed framework to help answer the question 'how safe is care today?'
The framework is from a report by Charles Vincent, Susan Burnett and Jane Carthey of Imperial College London, commissioned by the Health Foundation.
The framework highlights five dimensions which the authors believe should be included in any safety and monitoring approach in order to give a comprehensive and rounded picture of an organisation’s safety.
The Health Foundation is exploring how to develop and adapt the framework discussed in this presentation.we are seeking the thoughts and insights of a wide range of stakeholders – including those with a specialist role in patient safety, those involved in direct care delivery, patients and carers and the public in general.
If you would like to share your thoughts, please complete our response form at https://www.surveymonkey.com/s/safetymeasurement or email measurement@health.org.uk by 1 July 2013.
The form includes the following questions:
Does the framework in this report reflect your experience of healthcare?
Are there other dimensions of safety and how would this framework relate to them?
Would using this framework make it easier for you to know whether care is safe?
Please tell us how you could use this framework.
What do you think needs to be done to help you use the framework in practice?
How could the intelligence from the framework be used to improve care?
We will share what we learn widely to help those involved in patient safety work. We will also use the responses to help develop our thinking about how to improve patient safety.
Supply chain risk management (SCRM) is "the implementation of strategies to manage both everyday and exceptional risks along the supply chain based on continuous risk assessment with the objective of reducing vulnerability and ensuring continuity".
SCRM attempts to reduce supply chain vulnerability via a coordinated holistic approach, involving all supply chain stakeholders, which identifies and analyses the risk of failure points within the supply chain. Mitigation plans to manage these risks can involve logistics, finance and risk management disciplines; the ultimate goal being to ensure supply chain continuity in the event of a scenario which otherwise have interrupted normal business and thereby profitability.
Understand what value can be gained by using simulation-based predictive analytics for supply chain, distribution center, logistics and warehouse design, operations, and improvement
Risk Assessment And Mitigation Plan PowerPoint Presentation SlidesSlideTeam
This deck consists of total of thirty three slides. It has PPT slides highlighting important topics of Risk Assessment And Mitigation Plan Powerpoint Presentation Slides. This deck comprises of amazing visuals with thoroughly researched content. Each template is well crafted and designed by our PowerPoint experts. Our designers have included all the necessary PowerPoint layouts in this deck. From icons to graphs, this PPT deck has it all. The best part is that these templates are easily customizable. Just click the DOWNLOAD button shown below. Edit the colour, text, font size, add or delete the content as per the requirement. Download this deck now and engage your audience with this ready made presentation.
Use content-ready Procurement PowerPoint Presentation Slides to execute the process of acquiring goods and services from an external source via tendering. Meet customers & stakeholders demands, analyse processes, optimize strategies and ultimately reduce procurement costs. Incorporate professionally designed procurement PowerPoint PPT templates to transform your business which bring you benefits. This deck comprises of templates such as procurement strategy structure, procurement steps, procurement workflow process, procurement strategy, approach to procurement, formulating procurement strategy, creating procurement strategy, and more. Use this presentation for purchase planning, value analysis, financing, price negotiation, inventory control and stores, standards determination, etc. These procurement PowerPoint templates are completely customizable. Edit color, text, icon and font size as per your requirement. Add or remove content, if needed. Grab ready-to-use procurement PowerPoint complete presentation to go step by step process of acquiring goods and services from external suppliers. Good expression is guaranteed with our Procurement Powerpoint Presentation Slides. Communication becomes explicitly clear.
Are you planning to design a professional PPT on the concept of supply chain management introduction? Do not worry! SlideTeam has come up with the predesigned supply chain management introduction PowerPoint presentation slides. Using this supply chain management overview PPT presentation, you can highlight the supply process of goods and services to the customers and manufacturers. This demand chain management presentation PPT includes a template on the relevant subjects such as introduction, components of the supply chain, company timeline, supply chain management advantages, SCM, supply chain management goals, SCM bifurcation, supply chain management and logistics, and SCM control tower. Using these supplier relationship management PowerPoint slides, you can describe the idea of customer relationship management, customer service management, demand-management style, order fulfillment, manufacturing flow management, supplier relationship management, product development, returns management, production planning, operation management, quality management, and enterprise resource planning. Use this PowerPoint presentation; you can throw the light on the supply chain tasks. So, do not delay, download this supply chain management introduction description presentation PPT. Boost deflated egos with our Supply Chain Management Introduction PowerPoint Presentation Slides. Give them cause to be full of confidence again.
Identify risks and hazards that have the potential to harm any process or project. Use content-ready Risk Assessment PowerPoint Presentation Slides to analyse what can go wrong, how likely it is to happen, what potential consequences are, and how tolerable the identified is. With the help of ready-made risk assessment PowerPoint presentation slideshow, use control measures to eliminate or reduce any potential risk related situation. This deck comprises of various templates to control risks such as types of risks, risk categories, identify the risk categories, stakeholder engagement, stakeholders risk appetite, risk tolerance, procedure, risk management plan, risk register, risk identification, risk assessment, risk analysis, risk response plan, risk response matrix, risk control matrix, risk item tracking, risk impact and probability analysis, risk mitigation strategies, qualitative risk analysis, quantitative risk analysis, risk management process, risk management steps, and more. These templates are completely customizable. You can easily edit the color, text, icon and font size as per your need. Add or remove content, if needed. Grab this easy-to-understand risk assessment PowerPoint templates to figure out what could cause harm to the project, whether the hazards could be eliminated or not, what preventive measures should be taken to control the risks. Download risk assessment PPT slides now to execute the project easily. Behave in a down to earth fashion with our Risk Assessment Powerpoint Presentation Slides. Give them a glimpse of your fact based approach.
Risk management in pharmaceutical supply chainMohammad Fat'hy
In the modern day, a company's competitive advantage in most industries will be determined by maximizing its relationships and the diligent management of its forward and backwards facing supply chains.
The ability to effectively manage risks in a supply chain is an absolute must in the skill set of any current supply chain professional. This course will equip and develop procurement and supply chain professionals to be able to operate diligently and effectively with their supply base, mitigating any risks and maximizing all opportunities to gain competitive advantage in their market place.
Continuous S&OP - Breaking the Mold - Kinaxis presentation Melissa C
Business realities have changed so tremendously in the last thirty years that the traditional ‘plan then execute’ S&OP model has become highly ineffective. It is unable to facilitate decision making amid acutely complex supply chain networks, or within the time horizons required. This is particularly true for Life Sciences companies faced with varying regulatory requirements and aging product portfolios.
In response, there is an emerging recognition that operational information must be accessed and evaluated on a continuous basis, whereby decisions that may have once only been considered as part of a scheduled S&OP process can be made as needed throughout the cycle. In this capacity, process execution evolves into operational orchestration.
In this webcast, learn about the unique S&OP challenges for Life Sciences companies, the importance of changing S&OP mindsets, and how to break the S&OP mold from both a process and technology perspective.
Speaker
Trevor Miles, VP of Thought Leadership, Kinaxis
As vice president of Thought Leadership, Trevor serves as an expert source for Kinaxis customers, prospects, industry analysts and journalists. Known throughout the supply chain field, he has published many articles, presented at various industry events, and is the primary contributor to the Kinaxis 21st Century Supply Chain blog.
Driving marketing performance in financial services is subject to unique considerations. Diverse set of distribution channels, complex customer segments, a need to balance branding and promotion, and multiple outcome measures impacting customer value are factors to consider.
In this presentation, Jonathan Riddell Bamber looks at a new proposed framework to help answer the question 'how safe is care today?'
The framework is from a report by Charles Vincent, Susan Burnett and Jane Carthey of Imperial College London, commissioned by the Health Foundation.
The framework highlights five dimensions which the authors believe should be included in any safety and monitoring approach in order to give a comprehensive and rounded picture of an organisation’s safety.
The Health Foundation is exploring how to develop and adapt the framework discussed in this presentation.we are seeking the thoughts and insights of a wide range of stakeholders – including those with a specialist role in patient safety, those involved in direct care delivery, patients and carers and the public in general.
If you would like to share your thoughts, please complete our response form at https://www.surveymonkey.com/s/safetymeasurement or email measurement@health.org.uk by 1 July 2013.
The form includes the following questions:
Does the framework in this report reflect your experience of healthcare?
Are there other dimensions of safety and how would this framework relate to them?
Would using this framework make it easier for you to know whether care is safe?
Please tell us how you could use this framework.
What do you think needs to be done to help you use the framework in practice?
How could the intelligence from the framework be used to improve care?
We will share what we learn widely to help those involved in patient safety work. We will also use the responses to help develop our thinking about how to improve patient safety.
Supply chain risk management (SCRM) is "the implementation of strategies to manage both everyday and exceptional risks along the supply chain based on continuous risk assessment with the objective of reducing vulnerability and ensuring continuity".
SCRM attempts to reduce supply chain vulnerability via a coordinated holistic approach, involving all supply chain stakeholders, which identifies and analyses the risk of failure points within the supply chain. Mitigation plans to manage these risks can involve logistics, finance and risk management disciplines; the ultimate goal being to ensure supply chain continuity in the event of a scenario which otherwise have interrupted normal business and thereby profitability.
Understand what value can be gained by using simulation-based predictive analytics for supply chain, distribution center, logistics and warehouse design, operations, and improvement
Risk Assessment And Mitigation Plan PowerPoint Presentation SlidesSlideTeam
This deck consists of total of thirty three slides. It has PPT slides highlighting important topics of Risk Assessment And Mitigation Plan Powerpoint Presentation Slides. This deck comprises of amazing visuals with thoroughly researched content. Each template is well crafted and designed by our PowerPoint experts. Our designers have included all the necessary PowerPoint layouts in this deck. From icons to graphs, this PPT deck has it all. The best part is that these templates are easily customizable. Just click the DOWNLOAD button shown below. Edit the colour, text, font size, add or delete the content as per the requirement. Download this deck now and engage your audience with this ready made presentation.
Use content-ready Procurement PowerPoint Presentation Slides to execute the process of acquiring goods and services from an external source via tendering. Meet customers & stakeholders demands, analyse processes, optimize strategies and ultimately reduce procurement costs. Incorporate professionally designed procurement PowerPoint PPT templates to transform your business which bring you benefits. This deck comprises of templates such as procurement strategy structure, procurement steps, procurement workflow process, procurement strategy, approach to procurement, formulating procurement strategy, creating procurement strategy, and more. Use this presentation for purchase planning, value analysis, financing, price negotiation, inventory control and stores, standards determination, etc. These procurement PowerPoint templates are completely customizable. Edit color, text, icon and font size as per your requirement. Add or remove content, if needed. Grab ready-to-use procurement PowerPoint complete presentation to go step by step process of acquiring goods and services from external suppliers. Good expression is guaranteed with our Procurement Powerpoint Presentation Slides. Communication becomes explicitly clear.
Are you planning to design a professional PPT on the concept of supply chain management introduction? Do not worry! SlideTeam has come up with the predesigned supply chain management introduction PowerPoint presentation slides. Using this supply chain management overview PPT presentation, you can highlight the supply process of goods and services to the customers and manufacturers. This demand chain management presentation PPT includes a template on the relevant subjects such as introduction, components of the supply chain, company timeline, supply chain management advantages, SCM, supply chain management goals, SCM bifurcation, supply chain management and logistics, and SCM control tower. Using these supplier relationship management PowerPoint slides, you can describe the idea of customer relationship management, customer service management, demand-management style, order fulfillment, manufacturing flow management, supplier relationship management, product development, returns management, production planning, operation management, quality management, and enterprise resource planning. Use this PowerPoint presentation; you can throw the light on the supply chain tasks. So, do not delay, download this supply chain management introduction description presentation PPT. Boost deflated egos with our Supply Chain Management Introduction PowerPoint Presentation Slides. Give them cause to be full of confidence again.
Identify risks and hazards that have the potential to harm any process or project. Use content-ready Risk Assessment PowerPoint Presentation Slides to analyse what can go wrong, how likely it is to happen, what potential consequences are, and how tolerable the identified is. With the help of ready-made risk assessment PowerPoint presentation slideshow, use control measures to eliminate or reduce any potential risk related situation. This deck comprises of various templates to control risks such as types of risks, risk categories, identify the risk categories, stakeholder engagement, stakeholders risk appetite, risk tolerance, procedure, risk management plan, risk register, risk identification, risk assessment, risk analysis, risk response plan, risk response matrix, risk control matrix, risk item tracking, risk impact and probability analysis, risk mitigation strategies, qualitative risk analysis, quantitative risk analysis, risk management process, risk management steps, and more. These templates are completely customizable. You can easily edit the color, text, icon and font size as per your need. Add or remove content, if needed. Grab this easy-to-understand risk assessment PowerPoint templates to figure out what could cause harm to the project, whether the hazards could be eliminated or not, what preventive measures should be taken to control the risks. Download risk assessment PPT slides now to execute the project easily. Behave in a down to earth fashion with our Risk Assessment Powerpoint Presentation Slides. Give them a glimpse of your fact based approach.
Risk management in pharmaceutical supply chainMohammad Fat'hy
In the modern day, a company's competitive advantage in most industries will be determined by maximizing its relationships and the diligent management of its forward and backwards facing supply chains.
The ability to effectively manage risks in a supply chain is an absolute must in the skill set of any current supply chain professional. This course will equip and develop procurement and supply chain professionals to be able to operate diligently and effectively with their supply base, mitigating any risks and maximizing all opportunities to gain competitive advantage in their market place.
Continuous S&OP - Breaking the Mold - Kinaxis presentation Melissa C
Business realities have changed so tremendously in the last thirty years that the traditional ‘plan then execute’ S&OP model has become highly ineffective. It is unable to facilitate decision making amid acutely complex supply chain networks, or within the time horizons required. This is particularly true for Life Sciences companies faced with varying regulatory requirements and aging product portfolios.
In response, there is an emerging recognition that operational information must be accessed and evaluated on a continuous basis, whereby decisions that may have once only been considered as part of a scheduled S&OP process can be made as needed throughout the cycle. In this capacity, process execution evolves into operational orchestration.
In this webcast, learn about the unique S&OP challenges for Life Sciences companies, the importance of changing S&OP mindsets, and how to break the S&OP mold from both a process and technology perspective.
Speaker
Trevor Miles, VP of Thought Leadership, Kinaxis
As vice president of Thought Leadership, Trevor serves as an expert source for Kinaxis customers, prospects, industry analysts and journalists. Known throughout the supply chain field, he has published many articles, presented at various industry events, and is the primary contributor to the Kinaxis 21st Century Supply Chain blog.
Driving marketing performance in financial services is subject to unique considerations. Diverse set of distribution channels, complex customer segments, a need to balance branding and promotion, and multiple outcome measures impacting customer value are factors to consider.
PitchBook Q1 Benchmarking for Private Equity and Venture CapitalJarrod Job, CPA, MBA
In this edition of Pitchbook's Global PE & VC Benchmarking and Fund Performance Report, they dive into analysis of fund performance across PE, VC and more, with all data updated with returns through 1Q. In addition, they provide analysis covering metrics such as:
1) PE & VC fund benchmarks against public market equivalents
2) Horizon IRRs by fund size and type
3) Detailed fund return multiples
Instrumentation engineer having 8+ years of exp. in Allen-Bradley PLCs like ControlLogix5000, PLC5/40E, SLC5/04 and DCS YOKOGAWA CENTUM CS3000 & various Field instruments
Effective performance engineering is a critical factor in delivering meaningful results. The implementation must be built into every aspect of the business, from IT and business management to internal and external customers and all other stakeholders. Convetit brought together ten experts in the field of performance engineering to delve into the trends and drivers that are defining the space. This Foresights discussion will directly influence Business and Technology Leaders that are looking to stay ahead of the challenges they face with delivering high performing systems to their end users, today and in the next 2-5 years.
IBM's DevOps solution for CLM includes a full lifecycle suite of products for managing continuous business planning, Agile project management, continuous build, source code management, test management, and continuous application monitoring.
Turning your Excel Business Process Workflows into an Automated Business Inte...OAUGNJ
Many organizations have evolved key internal business processes built on top of Microsoft Excel. These cross-functional workflows involve several organizational units responsible for collecting business system transactions, modifying this raw data, consolidating, transforming, pivoting and preparing data into a published set of Reports & Graphs – all in MS Excel. Such workflows are a burden to organizations – not repeatable, costly, time-consuming, inflexible and hard to scale, and evolve to become more complex over time. Business critical processes such as financial analysis, operational analysis and revenue analysis are often supported this way. Attempting to replace such systems can be quite daunting and a barrier to replace. The goal of this session is to present an easy to understand methodology and use cases to demonstrate how to move from an operational workflow in Excel to truly automated Business Intelligence.
As the crucial role of software and data migration rapidly grows with the pace of technology change, consider these 10 key issues for a successful migration, such as assessments, migration approach, use of accelerators, validation and testing, merge strategies and change management.
For a dashboard to truly provide value
and actionable insights, dashboard design must be approached leveraging meaningful data and analytics with the stakeholder in mind.
Graphically viewing the flow of value as its fit, form and/or function is improved from suppliers to customers. It shows value-added and non-value-added activities.
Visual KPI is real-time operations software that aggregates multiple data sources on the fly to bring you a singe view of operations on any device, with immediate and obvious context using KPIs and other key visualizations.
What are the limitations of using traditional Value Stream Mapping (V.pdframasamyarm
What are the limitations of using traditional Value Stream Mapping (VSM) in mapping a current
state of \"push\" control from a Factory Physics viewpoint? How does VMS+ \"Learning to see
better\" improve this situation?
Solution
Unlike traditional process mapping tools, VSM is a mapping tool that maps not only material
flows but also information flows that signal and control the material flows. This visual
representation facilitates the process of lean implementation by helping to identify the value-
adding steps in a value stream and eliminating the non-value adding steps, or wastes (muda).
Using a VSM process requires development of maps: a Current State Map and a Future State
Map. In the Current State Map, one would normally start by mapping a large-quantity and high-
revenue product family. The material flow will then be mapped using appropriate icons in the
VSM template. The (material) flow path of the product will be traced back from the final
operation in its routing to the storage location for raw material. Relevant data for each operation,
such as the current schedule (push, pull, and order dispatching rules in effect at any process ex.
FIFO) and the amount of inventory in various queues, will be recorded. The information flow is
also incorporated to provide demand information, which is an essential parameter for
determining the “pacemaker” process in the production system. After both material and
information flows have been mapped, a time-line is displayed at the bottom of the map showing
the processing time for each operation and the transfer delays between operations. The time-line
is used to identify the value-adding steps, as well as wastes, in the current system. The
comparison between the processing times and the takt time (calculated as Available
Capacity/Customer Demand) is a preliminary measure of the value and wastes in a stream. This
takt time is mostly used as an ideal production rate for each operation to achieve. Ideally, the
cycle time for each operation should be less than or equal to the takt time.
Based on the analysis of the Current State Map, one then develops a Future State Map by
improving the value-adding steps and eliminating the non-value adding steps (waste). According
to Rother & Shook, there are seven guidelines, adapted and modified based on the concepts of
Lean Thinking, that can be followed when generating the Future State Map for a lean value
stream:
1) Produce to takt time
2) Develop continuous flow
3) Use supermarkets to control production where continuous flow does not extend upstream
4) Schedule based on the pacemaker operation
5) Produce different products at a uniform rate (Level the production mix)
6) Level the production load on the pacemaker process (Level the production volume)
7) Develop the capability to make “every part every (EPE)
Advantages of VSM
> Relates the manufacturing process to supply chains, distribution channels and information
flows.
> Integrates material and information flows.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Show drafts
volume_up
Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
2. A typical mining OT application Landscape
2
Planning
Measure
Control
Report
Non – Exhaustive & Illustrative
3. Opportunity Threats
Strength Weakness
Typical mining OT Application Landscape – SWOT Analysis
3
⁻ Multiple Vendors and multiple Applications
⁻ Functional Overlapping between applications
⁻ Non standard & site specific system implementation
⁻ Users have to navigate between systems for required
information
⁻ Data aggregation from different sources time consuming, error
prone and complex
⁻ Non availability of an Enterprise Data Warehouse and
collaborative planning & decision making.
⁻ Non availability of group level reporting for supply chain
monitoring, performance bench marking and comparing
performance against competitors
⁺ Infrastructure availability has substantially improved over the
years
⁺ System stability and reliability has become reasonable
⁺ User maturity level has become realistic over time
⁺ Most COTS applications in the landscape are SOA ready
⁺ Centralized view of data at the corporate level
⁺ Integration of data from various sources and without COTS
system vendor involvement
⁺ Single source of data for all requirements including analytics and
collaboration
⁺ Data quality by standardizing the ETL process across sites
⁺ Provide users an ability to complete ad hoc reporting on reliable
data source to help explore the “unknowns” within the business
⁻ Increasing cost of system upgrades and adding new
functionality to existing systems
⁻ Increasing risk of falling behind the competitors in the ability to
measure and monitor supply chain performance due to lack of
integration between the applications
⁻ Increasing risk of inability to create a performance benchmark
against competitor and industry standard due to lack of
integrated information from various sites
⁻ Loss of agility due to non existence of a common collaboration
platform
4. How an integrated Production Dashboard can help mining clients
4
What HowWhy Who & When
Plan, Track & Trace Horizontal
DrillDown
Navigate across the mining value chain to
understand and respond to
what; why; how; who & when
Drill down along the
vertical to reveal the
specific detail within
the value chain.
An integrated production dashboard helps in revealing the full story lines for the problem areas and issues by linking activities across the enterprise
with sufficiently large details across any vertical area within value chain in an intuitive user interface and in real time. Integrated production dash
board helps encourage a collaborative planning and operations monitoring environment.
5. How an integrated Production Dashboard can help mining clients
5
Production
Area
Fleet
Vehicle
Production
Mine
Develop
Maintain
Cash
Power
Consumables
Parts
Labour
Hierarchy
Physical
Hierarchy
Activity
Hierarchy
Resource Hierarchy
Different hierarchies of enterprise objects are made which relate to each other - for example, in different areas of production, particular activities will
occur which in turn consume specific resources. In other words different hierarchies correspond to each other
6. 6
Production Dashboard
What it is
A structured database with a relational model that
supports the entire display and report-ability to manage
continuous operations
An unstructured database for direct data storage
and unprocessed "raw" from relevant sources that allows
applying big data techniques (optimization, predictive
modeling, simulation, data mining, statistics minimum) in
order to have greater understanding and knowledge of the
operations behavior and identify patterns to be prepared
for unwanted situations or exploiting opportunities for top
performers.
Data integration and services based on a SOA
like architecture that facilitates access from this
system to systems data sources of unit operations.
Intelligent layer based on simulation engine,
predictability, and optimization, to support daily
operational decision making in a timely manner to
synchronize each of the roles of value chain on real-time
and based on aggregate information and/or filtered.
A platform to include support for Collaborative
Planningand forms the foundation bolt for
Remote Operations Center.
8. Production Dashboard
Framework
8
Non - Exhaustive
Remote Operations Center
Collaborative Planning & Operations Management
Collaboration Platform
Global Monitoring
Dispatch
Coordination
Production
Coordination
Process
Coordination
Decision Support
System
Transport
Coordination
Mining Production dashboard service areas
High level views of operations, KPIs and alerts
Collaboration platform across the enterprise
Decision Support System for four identified service
areas of Process, Production, Dispatch & Transport
Coordination
Production Dashboard can have three major gears namely Global Monitoring, Coordination Support, Decision Support System & Collaboration
Platform. The Production Dashboard is intended to provide information services across the mining value chain supported up by a collaboration
platform to enable a collaborative planning & operations management scenario for a mining client.
9. Production Dashboard
Framework Explained Non - Exhaustive
Overview of the process flow sheet of Mine Management, considering external constraint conditions (Ground, Geo mechanics), as well as KPI.
Process Coordinator
Overview of deliveries to plant,
extraction, flows in stages,
production losses, and delays of
equipment in stages and sectors
Planner
Access to planning , infrastructure (roads,
sprints, routes and tracks), and equipment,
delays in process, planned arrests and plant
status
Maintenance Coordinator
Equipment and infrastructure status
and detentions scheduled, matrixes
maintenance plans, and
implementing recommendation.
Administrator
Center staff management
(attendance, incentives,
performance agreements),
budget, and monthly
indicators
Overview of current state for extraction, processing and loading, management of extraction points, loading and reduction systems
Overview of current state of fleet, real-time haulage and stockpile management
Overview of current state and management of stockpiles, load out bins and TLO operations management
Process Co-ordination
• Collaborative Planning System for the shift
/ day / month, in order to analyze and
evaluate options.
• Redefinition of activities through the
stages of the process from point of
disruption so as to keep the system
balanced and optimized
Production Co-ordination
• Assessment of extraction
point change and to
interference proceedings;
Dispatch Co-ordination
• synchronization algorithm for
the system Interflow and the
productive sectors to
prioritize the sequence level
trips, projected time, Peak
and filling and emptying of
pits;
Transportation Co-ordination
• Enabling dispatch
algorithms to fulfill plant
requirements and
sustaining KPIs to meet
• Provide viewing portals for each role, which contains the information required to enable them to meet their goals and monitor their KPI
• Generate and maintain the information required by each of the "collaborative events" identified for field teams.
• Build a knowledge base (and maintain traceability from types of decisions) with the business rules applied to operational decisions with a corresponding
impact and outcome.
• Provide viewing portals for each role, which contains the information required to enable them to meet their goals and monitor their KPI.
Monitoring
Coordination
Support
Decision
Support
Collaborate
10. Production Dashboard
Technology View
Real time KPIs offering a comparison of the actual respect of schedule (actual vs. plan / budget )
Out of the box connectors to obtain information from multiple sources and add it to the Integrated
efficiently and timely
Module that allows validation and error filtering incoming information to the Integrated System
Information aggregation available on systems relevant to the mining operation (Drill & Blast ,
Hauling , Processing, Logistics Management ) across client mining OT application stack.
Integrated global user Interface and work flows that enables collaborative planning and
decision making. Localized interfaces and work flows that integrates to take care of site specific
requirements
Integrated visualization layer to present an overview of the state of the process across
enterprise, which will be used to monitor overall progress and status of the integrated operations by
the system
Intuitive interfaces that require minimal or zero learning time for end users.
11. How an integrated Production Dashboard creates value
Mining Context
Improved data integrity and make data more accessible for timely and
accurate decision making at all levels and across the enterprise value chain.
Fewer man hours required to produce reports and that allows personnel to focus
on more value added activities for the organization.
Maximize sales opportunities by effective supply chain measurement and
evaluation that leads to further sales capitalization
Minimize vessel delays and demurrage through enhanced supply chain
measurement and evaluation
Improved transparency and data gate keeping since the operations reports
will be produced at a single layer rather than from multiple systems across sites.
Ability to monitor and benchmark against the performance of competitors
and the overall industry in key performance metrics
12. How an integrated Production Dashboard creates value
Cost Benefit
Tangible Benefits
•Current System Up grade Cost Saving
•Resource cost saving for creating ad-hoc reports
•Increased Revenues due to collaborative planning & Management
Intangible Benefits
•Ability to benchmark performance against competitors and industry standard
•Better alignment of sales, operations, maintenance and logistics leading to better adherence to Plans
• Resources utilized for analysis rather than data collection and compilation
•Increased timeliness and reliability of information
UVP
•Single Sign on instance.
•Reduction in monitoring & analysis of various reports
•Well-structured repository for storing Scheduled reports
•Analysis tools for comparison & alarms
•Remote Monitoring of Production environment.
•Reduced training lead time.
13. About the author
13
Prangya Mishra
Mobile: +91-8884287779
Pswarup.Mishra@gmail.com
Prangya is a team leader in Accenture Plant & Commercial Services. He is a graduate Mechanical Engineer with ten years
of metal and mining industry experience in production planning and detailed scheduling, MES and SCM. During his
industry tenure Prangya worked with various top integrated steel plants in India in roles from shift engineer to Deputy
Manager in Production Planning and inventory cost control (PPIC) function.
Prior to joining Accenture Prangya has worked In MES space with automation major Schneider Electric, IT major TCS . He
has worked progressively at various levels from team member to lead functional architect for implementing manufacturing
execution system (MES) in integrated steel plants and aluminum smelter. Prangya has wide knowledge of project and
support service experience of Schneider Electric MES product “Ampla”.
In his previous assignments prior to Accenture Prangya lead the team for implementing the first Ampla MES project in
India for a top aluminum producer. Prangya is based out of Bangalore and his current assignments includes managing the
MES system for three open cast and one UG coal mine for one of the top five global mining company in Australia.