Heart-Rate Monitor and Pulse Oximeter Sensor in LED Reflective Solution in the Samsung Galaxy S7
Maxim Integrated is a respected supplier for Samsung’s mobile phone flagships. From the 5th generation Galaxy S5 to the latest Galaxy S7, Maxim’s heart-rate sensor has always been found in the back of the smartphone. The Galaxy S7 uses the latest version of the heart-rate sensor, designed for both smartphone and wearables but very different to previous versions: the MAX30102.
The Samsung Galaxy S7 heart-rate sensor is located on the main board of the smartphone under the camera. The sensor is an optical heart-rate module and a pulse oximeter sensor in an LED reflective solution.
The main die features a photodiode area and an analysis part, with an integrated ambient light cancellation system comprising a photodetector and a wavelength cut-off filter based on Maxim’s proprietary technology. The component features two LEDs: one infra-red (IR) and one red. The LEDs are bonded on silicon substrates, the IR led is manufactured from AlInGaP material and the red LED from GaAs material.
The component is assembled with multiple devices in the package. Compared to the previous generation the design footprint and packaging are totally different. This has made the component more reliable.
Thanks to all these innovations, the MAX30102 is very cost effective, enforcing Maxim’s leadership in this domain.
Complete chip fabrication processes and cost estimation are presented in the report. It also includes comparison with the previous generation of the sensor that can be found in the Samsung Galaxy S6, highlighting and measuring all the differences.
More information on that report at http://www.i-micronews.com/reports.html
A brief introduction to Crytography,the various types of crytography and the advantages and disadvantages associated to using the following tyes with some part of the RSA algorithm
Performed analysis on Temperature, Wind Speed, Humidity and Pressure data-sets and implemented decision tree & clustering to predict possibility of rain
Created graphs and plots using algorithms such as k-nearest neighbors, naïve bayes, decision tree and k means clustering
Heart-Rate Monitor and Pulse Oximeter Sensor in LED Reflective Solution in the Samsung Galaxy S7
Maxim Integrated is a respected supplier for Samsung’s mobile phone flagships. From the 5th generation Galaxy S5 to the latest Galaxy S7, Maxim’s heart-rate sensor has always been found in the back of the smartphone. The Galaxy S7 uses the latest version of the heart-rate sensor, designed for both smartphone and wearables but very different to previous versions: the MAX30102.
The Samsung Galaxy S7 heart-rate sensor is located on the main board of the smartphone under the camera. The sensor is an optical heart-rate module and a pulse oximeter sensor in an LED reflective solution.
The main die features a photodiode area and an analysis part, with an integrated ambient light cancellation system comprising a photodetector and a wavelength cut-off filter based on Maxim’s proprietary technology. The component features two LEDs: one infra-red (IR) and one red. The LEDs are bonded on silicon substrates, the IR led is manufactured from AlInGaP material and the red LED from GaAs material.
The component is assembled with multiple devices in the package. Compared to the previous generation the design footprint and packaging are totally different. This has made the component more reliable.
Thanks to all these innovations, the MAX30102 is very cost effective, enforcing Maxim’s leadership in this domain.
Complete chip fabrication processes and cost estimation are presented in the report. It also includes comparison with the previous generation of the sensor that can be found in the Samsung Galaxy S6, highlighting and measuring all the differences.
More information on that report at http://www.i-micronews.com/reports.html
A brief introduction to Crytography,the various types of crytography and the advantages and disadvantages associated to using the following tyes with some part of the RSA algorithm
Performed analysis on Temperature, Wind Speed, Humidity and Pressure data-sets and implemented decision tree & clustering to predict possibility of rain
Created graphs and plots using algorithms such as k-nearest neighbors, naïve bayes, decision tree and k means clustering
Blue Eyes is a technology conducted by the research team of IBM at its Almaden Research Center (ARC) in San Jose, California since 1997. ... The aim of the blue eyes technology is to give human power or abilities to a computer, so that the machine can naturally interact with human beings as we interact with each other.
This presentation contains the contents pertaining to the undergraduate course on Cryptography and Network Security (UITC203) at Sri Ramakrishna Institute of Technology. This covers the ElGamal Cryptosystem.
Galileo is the European GNSS constellation and it contributes to the user positioning adding more satellites, which number directly impacts on the Dilution of precision (DOP), or geometric dilution of precision (GDOP). It is a term used in satellite navigation and geomatics engineering to specify the additional multiplicative effect of navigation satellite geometry on positional measurement precision.
DataBench is an EU H2020 Research & Innovation Action providing EU organisations with evidence based Big Data Benchmarks to improve Business Performance. DataBench will investigate existing Big Data benchmarking tools and projects, identify the main gaps and provide a robust set of metrics to compare technical results coming from those tools. The project will liaise closely with the BDVA, ICT-14 and 15 projects to build consensus and to reach out to key industrial communities, to ensure that benchmarking responds to real needs and problems, and will bring together Research, Academia and industry with the aim to establish the Big Data Benchmarking Community.
The future of audit outlines the vision of Pieter de Kok regarding the future of audit. Process mining, data-analytics, open data, big data, predictive assurance, cloud, gamification. Coney developed the EYE of Audit Disruption.
Blue Eyes is a technology conducted by the research team of IBM at its Almaden Research Center (ARC) in San Jose, California since 1997. ... The aim of the blue eyes technology is to give human power or abilities to a computer, so that the machine can naturally interact with human beings as we interact with each other.
This presentation contains the contents pertaining to the undergraduate course on Cryptography and Network Security (UITC203) at Sri Ramakrishna Institute of Technology. This covers the ElGamal Cryptosystem.
Galileo is the European GNSS constellation and it contributes to the user positioning adding more satellites, which number directly impacts on the Dilution of precision (DOP), or geometric dilution of precision (GDOP). It is a term used in satellite navigation and geomatics engineering to specify the additional multiplicative effect of navigation satellite geometry on positional measurement precision.
DataBench is an EU H2020 Research & Innovation Action providing EU organisations with evidence based Big Data Benchmarks to improve Business Performance. DataBench will investigate existing Big Data benchmarking tools and projects, identify the main gaps and provide a robust set of metrics to compare technical results coming from those tools. The project will liaise closely with the BDVA, ICT-14 and 15 projects to build consensus and to reach out to key industrial communities, to ensure that benchmarking responds to real needs and problems, and will bring together Research, Academia and industry with the aim to establish the Big Data Benchmarking Community.
The future of audit outlines the vision of Pieter de Kok regarding the future of audit. Process mining, data-analytics, open data, big data, predictive assurance, cloud, gamification. Coney developed the EYE of Audit Disruption.
What Do I Know About My Customers - Human Inferece - Atos ConsultingDataValueTalk
Who is my customer, how does he behave? Where is he? Is my customer really who he says he is? Correct customer knowledge and up-to-date data that are of good quality is essential to companies. Especially when the economic outlook is not very positive.
Continuous auditing and monitoring (“continuous reviews”) has been discussed for decades but implemented in moderation based on recent surveys. It comes down to how much are data analytics integrated into our audit processes initially to then become continuous. If a high degree of integration exists, then there is probably a good amount of continuous reviews happening in the organization already.
However, most companies fall into the other camp and have not integrated analytics well enough or considered how to take full advantage of continuous reviews.
This course will explain culturally what audit departments must do to embrace continuous reviews and how that can be integrated with ACL Desktop software techniques. Sample files and scripts will be provided to get you started down the road to continuous reviews.
As regulatory changes sweep the globe, auditors, risk management, and compliance professionals are using more sophisticated tools, and methods.
Using a live/video training library approach, we help companies of all sizes use audit and assurance software to improve business intelligence, increase efficiencies, identify fraud, test controls, and bottom line savings.
AuditNet and Cash Recovery Partners Webinar recording available at auditsoftwarevideos.com and AuditNet.tv (registration required) Recording free to view.
Sample Data Files for All Courses are available for $49
To purchase access to all sample data files, Excel macros and ACL scripts associated with the free training visit AuditSoftwareVideos.
Monitoring and Measuring SharePoint to Guarantee Your ROIChristian Buckley
Whether on-premises or online, the business value of SharePoint can be hard to articulate to your management team if you are not taking the time to monitor and measure. This session identifies what is available out-of-the-box in SharePoint and in Office 365, how Microsoft uses telemetry and analytics to improve the platform, and options available for identifying your ROI by using these tools and more.
Big data. Small data. All data. You have access to an ever-expanding volume of data inside the walls of your business and out across the web. The potential in data is endless – from predicting election results to preventing the spread of epidemics. But how can you use it to your advantage to help move your business forward?
Data is growing exponentially and it’s now possible to mine and unlock insights from data in new and unexpected ways. Empower your business to take advantage of this data by harnessing the rich capabilities of Microsoft SQL Server and the familiarity of Microsoft Office to help organize, analyze, and make sense of your data—no matter the size.
18th Athens Big Data Meetup - 1st Talk - Timeseries Forecasting as a ServiceAthens Big Data
Title: Timeseries Forecasting as a Service
Speaker: Thanassis Spyrou (https://linkedin.com/in/thanassis-spyrou-92911959/)
Date: Thursday, November 14, 2019
Event: https://meetup.com/Athens-Big-Data/events/265957761/
John Burns, AP automation specialist, describes how Flatirons' AP Solution uses EMC's Captiva and EMC Documentum to digitize and automate AP workflows.
Similar to PPT ECA, SIGMA Workshop on Digital Auditing for SAIs, Skopje, November 2019 (20)
Presentation given by Ukraine at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by Moldova at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by Armenia at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by Montenegro at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by SIGMA at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Photo gallery from Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by Montenegro at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by Montenegro at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by Georgia at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by SIGMA at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by the Republic of Slovenia Ministry of Higher Education at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by ReSPA at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by Bosnia and Herzegovina at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by Montenegro at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by the Republic of North Macedonia at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by Ukraine at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given by Serbia at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Presentation given at Building a sustainable quality management approach - Academies for EaP countries organised by the SIGMA Programme and the GiZ Eastern Partnership Regional Fund. Stage 1: Building for excellence.
Omnichannel management, presentation given by Willem Pieterson. SIGMA Webinar series on service design and delivery in the Western Balkan region in 2023. Topic 3: Omni and Multi-channel service design and delivery.
Electronic services in the healtg system of Montenegro, presentation given by Vladimir Raickovic. SIGMA Webinar series on service design and delivery in the Western Balkan region in 2023. Topic 3: Omni and Multi-channel service design and delivery.
More from Support for Improvement in Governance and Management SIGMA (20)
Russian anarchist and anti-war movement in the third year of full-scale warAntti Rautiainen
Anarchist group ANA Regensburg hosted my online-presentation on 16th of May 2024, in which I discussed tactics of anti-war activism in Russia, and reasons why the anti-war movement has not been able to make an impact to change the course of events yet. Cases of anarchists repressed for anti-war activities are presented, as well as strategies of support for political prisoners, and modest successes in supporting their struggles.
Thumbnail picture is by MediaZona, you may read their report on anti-war arson attacks in Russia here: https://en.zona.media/article/2022/10/13/burn-map
Links:
Autonomous Action
http://Avtonom.org
Anarchist Black Cross Moscow
http://Avtonom.org/abc
Solidarity Zone
https://t.me/solidarity_zone
Memorial
https://memopzk.org/, https://t.me/pzk_memorial
OVD-Info
https://en.ovdinfo.org/antiwar-ovd-info-guide
RosUznik
https://rosuznik.org/
Uznik Online
http://uznikonline.tilda.ws/
Russian Reader
https://therussianreader.com/
ABC Irkutsk
https://abc38.noblogs.org/
Send mail to prisoners from abroad:
http://Prisonmail.online
YouTube: https://youtu.be/c5nSOdU48O8
Spotify: https://podcasters.spotify.com/pod/show/libertarianlifecoach/episodes/Russian-anarchist-and-anti-war-movement-in-the-third-year-of-full-scale-war-e2k8ai4
Understanding the Challenges of Street ChildrenSERUDS INDIA
By raising awareness, providing support, advocating for change, and offering assistance to children in need, individuals can play a crucial role in improving the lives of street children and helping them realize their full potential
Donate Us
https://serudsindia.org/how-individuals-can-support-street-children-in-india/
#donatefororphan, #donateforhomelesschildren, #childeducation, #ngochildeducation, #donateforeducation, #donationforchildeducation, #sponsorforpoorchild, #sponsororphanage #sponsororphanchild, #donation, #education, #charity, #educationforchild, #seruds, #kurnool, #joyhome
Jennifer Schaus and Associates hosts a complimentary webinar series on The FAR in 2024. Join the webinars on Wednesdays and Fridays at noon, eastern.
Recordings are on YouTube and the company website.
https://www.youtube.com/@jenniferschaus/videos
This session provides a comprehensive overview of the latest updates to the Uniform Administrative Requirements, Cost Principles, and Audit Requirements for Federal Awards (commonly known as the Uniform Guidance) outlined in the 2 CFR 200.
With a focus on the 2024 revisions issued by the Office of Management and Budget (OMB), participants will gain insight into the key changes affecting federal grant recipients. The session will delve into critical regulatory updates, providing attendees with the knowledge and tools necessary to navigate and comply with the evolving landscape of federal grant management.
Learning Objectives:
- Understand the rationale behind the 2024 updates to the Uniform Guidance outlined in 2 CFR 200, and their implications for federal grant recipients.
- Identify the key changes and revisions introduced by the Office of Management and Budget (OMB) in the 2024 edition of 2 CFR 200.
- Gain proficiency in applying the updated regulations to ensure compliance with federal grant requirements and avoid potential audit findings.
- Develop strategies for effectively implementing the new guidelines within the grant management processes of their respective organizations, fostering efficiency and accountability in federal grant administration.
Many ways to support street children.pptxSERUDS INDIA
By raising awareness, providing support, advocating for change, and offering assistance to children in need, individuals can play a crucial role in improving the lives of street children and helping them realize their full potential
Donate Us
https://serudsindia.org/how-individuals-can-support-street-children-in-india/
#donatefororphan, #donateforhomelesschildren, #childeducation, #ngochildeducation, #donateforeducation, #donationforchildeducation, #sponsorforpoorchild, #sponsororphanage #sponsororphanchild, #donation, #education, #charity, #educationforchild, #seruds, #kurnool, #joyhome
A process server is a authorized person for delivering legal documents, such as summons, complaints, subpoenas, and other court papers, to peoples involved in legal proceedings.
What is the point of small housing associations.pptxPaul Smith
Given the small scale of housing associations and their relative high cost per home what is the point of them and how do we justify their continued existance
3. ECA and the other EU
institutions
Position
Political direction Legislative Executive
Monetary policy and
banking supervision External auditJudiciary
Guardian of
the Treaties
Initiation of
legislation
5. The ECA’s role and tasks
are set out in articles 285, 286 and 287
of the Treaty on the Functioning of the EU
(TFEU)
Tasks
Examines whether EU policies
and programmes reach their
objectives
Examines all revenue and
expenditure in the accounts of the
EU and its agencies and
decentralised bodies
Provides a Statement
of Assurance on the reliability of the
accounts and the legality and
regularity of the transactions
underlying them
Delivers opinions at the request of
one of the EU institutions and
reviews on its own initiative
Assists the European Parliament and
the Council by providing the audit
reports used in the discharge
procedure
Assesses whether financial
management has been sound
6. 5 Audit Chambers
28 Members
Organisation of ECA
Corporate Strategy,
Planning and
Performance Management
Institutional
Liaison
Communication and
Media Relations
Legal matters
Internal audit
Human
resources,
finance and
general services
Information,
workplace and
innovation
Translation
and language
services
Chamber II
(Investment for
cohesion, growth
and inclusion)
Chamber IV
(Regulation of
markets and
competitive economy)
Chamber I
(Sustainable use of
natural resources)
Chamber III
(External action,
security and justice)
Chamber V
(Financing and
administering
the Union)
PRESIDENCY SECRETARIAT
GENERAL
ADMINISTRATIVE
COMMITTEE
AUDIT QUALITY
CONTROL
COMMITTEE
AUDIT
CHAMBER
S
7. The ECA also audits
European
Development
Funds (EDFs)
EU agencies
and other bodies,
such as joint
undertakings
European
Investment Bank
and European
Investment Fund
European
Central Bank
Borrowing and
lending
operations of the
EU
(e.g. European
Financial
Stabilisation
Mechanism)
Single Supervisory
Mechanism and
Single Resolution
Mechanism
8. Carrying out audits in line
with international standards
on audit and quality control
Contributing to the
development and
dissemination of
international public audit
standards
Reliability of the accounts
(financial audit)
Examining accounting records
and financial statements
Legality and regularity of
transactions underlying the
accounts (compliance audit)
Examining control systems
intended to prevent or detect
and correct errors
Testing a sample of
transactions (revenue and
expenditure)
Selecting audit subjects which
are likely to yield high impact
in terms of identifying
potential improvements
Assessing effectiveness,
efficiency and economy of EU
policies and programmes
Applying criteria derived from
legislation and the principles
of sound financial
management
INTERNATIONAL
AUDITING
STANDARDS
STATEMENT OF
ASSURANCE
PERFORMANCE
AUDIT
The ECA’s audit approach
9. Many audit visits take
place both in Member
States and the EU
institutions (including
their decentralised
agencies and bodies
across the EU).
Within scope of an
audit, auditors visit
international
organisations like
OECD and UN as well
countries outside the
EU.
EU institutions
and
international
organisations
2 723
Non EU
countries
489
6 480 on the spot audit days in
2018
The ECA’s audit work in practice
Source: 2018 activity report
EU Member
States
3 272
of which:
Brussels and
Luxembourg
1 637
AUDIT DAYS
Note: Totals may vary
due to the effects of
rounding.
12. Foresight conclusions
Digital transformation of our financial and compliance audit
replace or enhance statistical sampling methods with whole population audit and analysis
enabled by mass data processing and automation
perform continuous, comprehensive monitoring of transactions to improve recurrent audits
provide better assurance to European taxpayers through earlier and more comprehensive
identification of risks and irregularities and good practices
enhance the reporting and internal quality control processes by generating reports and
visualisations automatically
increase productivity by automating repetitive human tasks
Page 12
13. Strategic measures
Vision design
Pilots
Data and information input mapping overview
Technology discovery
Establishment of a roadmap
‘Digital Steering Committee’ should drive the digital transformation.
Page 13
14. IT Master Plan for 2018-2020
Page 14
Technology for audit – Digital audit as the ultimate goal
Connect – Get clear messages across to our
audiences
Transform the way we work – A workplace for
fostering productivity and collaboration
Reinventing IT – Towards a digital ECA
4 Goals
1
2
3
4
15. Technology for audit
Put technology for audit at the core of activities for the 2018-2020 period as a means to
optimise and transform the way audits are performed under the following objectives:
Page 15
Automate the full audit life cycle and reuse audit work
Support new audit products and develop new data
services
Auditing IT
3 Objectives
1
2
3
16. the ABCDof digital audit:
A for Artificial Intelligence
B for Blockchain
C for Cyber-security
D for Data Analytics
Robert Hodgkinson
ICAEW
18. Short-term:
REUSE
analytics used to improve
current processes
•Knowledge Node on Data science
•Identify case of application
•Training of auditors in analytics using existing tools
Mid-term:
EXPERIMENT
identify digital impact on
the audit process
•Create a Data Lab
•Recruit and train data sciences
•Investigate improvements to the SOA and performance
Long-term:
INDUSTRIALISE
Propose new ways of
working
•Redefinition of processes
•New products
•Creation of a toolset (T4D)
•Creation of cross-functional teams
Road map – Towards digital audit
21. The ECALab
Created in 2017 as a step towards establishing data services tailored for audit, the ECALab is:
with different job
profiles and having
personal interest in
big data, data
analytics, text mining,
visualisation, machine
learning, etc.
equipped with "up-
cycled" IT equipment
such as servers and
laptops where tools
can be tested in real
life conditions
to share knowledge
and ideas on
technologies for audit
where they can come
to ask for advice,
share ideas and
search for solutions to
problems or questions
they have
with books and
people who are
available to explain
24. Introduction
Project Scope
24
Pilot project to move the annual agencies audits
towards digital transformation
Demonstrate how innovative technology can be used to
create opportunities for automation, estimate the
qualitative benefits and identify the main barriers
6 executive agencies, which have similar administrative
procedures and similar IT systems
the experience gained will also be useful for other
agencies and SOA audits.
25. Definition of objectives
Mixed teams
Mapping
Design of automated procedures
Testing & optimization
The pilot goes live
Plan overview
25
Done
On going
28. Scope of the pilot project
3 lines of action
• Robotic Process Automation
• Scripting on full population extraction
• Natural Language Processing (AI) on documents
Page 28
29. RPA is a software solution executing a business process by following a pre-programmed sequence of
events and integrating pre-defined business rules.
29
Opening email and
attachments
Logging into web/ enterprise
applications
Moving files and folders
Copying and pasting
Filling in forms
Reading and writing to databases
Scraping data from
the web
Making calculations
Connecting to system
APIs
Extracting structured data
from documents
Collecting social media statistics
Following “if/then” decisions/rules
RPA is… RPA is not…
Computer-coded software
Programs that replace humans performing repetitive rules-based
tasks
Cross-functional and cross-application macros
Walking, talking auto-bots
Physically existing machines processing paper
Artificial intelligence or voice recognition and reply software
What it can do
What is Robot Process Automation (RPA) ?
31. •Extract data from ABAC Datawarehouse
•Payments and commitments
•Legal commitments
•Invoices
•Workflows
•Framework contracts
•Partial import data on ECA Datawarehouse (quality checks)
•exploring analytics on the 100% data population
Page 31
Data analysis: scripting
32. ABAC Datawarehouse to ECA Datawarehouse
Page 32
+
Import
Process
Drop
Zone
Export
Files
DWH
36. Use of the combined data
will allow users to :
• make their own reports
• By selecting or hiding
columns
• By adding and formatting
visual graphics
• Share their reports with
their colleagues by
publishing them to the
Datawahouse Web portal
Reporting options
46. Many opportunities and challenges
New Technology, return on investment
New Skills , redundant jobs
Teams vs. Individuals
Big data, Quality, Reliability, Trust, Legal compliance, GDPR
Page 46
47. Collaboration
• ECALab within ECA
• In contact with other EU Institutions (EC, Council, ECB etc.)
• Cooperate with academia:
Summer School in public auditing and accountability (Pisa)
2018: Data mining and analytics for auditing
2019: Digital transformation of audit
• Network with Supreme Audit Institutions
•IntoSAI - EuroSAI
•EU Member States
- Stakeholder network on Blockchain
- Technology and Innovation in Audit (Conference on Big and Open data)
Page 47
48. Contact details
Konstantinos Chatzis
Program Manager
Directorate of Information,
Workplace and Innovation
konstantinos.chatzis@eca.europa.eu
Want to know more about our work:
Visit our website: eca.europa.eu
Follow us on Twitter @EUAuditors
Check our page on LinkedIn and Facebook
Watch our videos on YouTube:
EUAuditorsECA
Contact us at: ECA-info@eca.europa.eu