The document discusses several technological trends that will reshape the future in the coming years:
1. The rise of "knowledge individuals" who are always connected via mobile devices and cloud services, blurring work and personal lives.
2. Dramatic reductions in the cost of storage and bandwidth will enable virtually unlimited sharing of information online.
3. Mobile applications and specialized devices will replace the PC as the primary means of internet access, ushering in a "post-PC" era.
4. Social networks and user-generated content will continue growing in importance both personally and professionally through platforms like Facebook.
5. Location-based services and embedded sensors will create new types of applications using real-time
Intel Developer Forum: Taming the Big Data Tsunami
using Intel® Architecture by Clive D’Souza, Solutions Architect, Intel Corporation and
Dhruv Bansal, Chief Science Officer, Infochimps
Intel Developer Forum: Taming the Big Data Tsunami
using Intel® Architecture by Clive D’Souza, Solutions Architect, Intel Corporation and
Dhruv Bansal, Chief Science Officer, Infochimps
Increase your it agility and cost efficiency with hds cloud solutions webinarHitachi Vantara
Find out how to build and use clouds to support your business objectives. Learn about new HDS cloud solutions and services that help you create clouds for infrastructure, content and information. Simplify and accelerate your transition to clouds.
Enterprise Energy Management using a Linked Dataspace for Energy IntelligenceEdward Curry
Energy Intelligence platforms can help organizations manage power consumption more efficiently by providing a functional view of the entire organization so that the energy consumption of business activities can be understood, changed, and reinvented to better support sustainable practices. Significant technical challenges exist in terms of information management, cross-domain data integration, leveraging real-time data, and assisting users to interpret the information to optimize energy usage. This paper presents an architectural approach to overcome these challenges using a Dataspace, Linked Data, and Complex Event Processing. The paper describes the fundamentals of the approach and demonstrates it within an Enterprise Energy Observatory.
E. Curry, S. Hasan, and S. O’Riáin, “Enterprise Energy Management using a Linked Dataspace for Energy Intelligence,” in The Second IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT 2012), 2012.
Cutting Big Data Down to Size with AMD and DellAMD
Matt Kimball, AMD Server Solutions Marketing presentation on "Cutting Big Data Down to Size with AMD and Dell" from Dell World.
Learn how “Hadoop” solutions are helping companies overcome growing pressures on IT budgets with an innovative approach to Big Data.
Jambey Clinkscales gave presentation on "The Value of Cloud in the Business Technology Ecosystem" at the 2011 BDPA Technology Conference in Chicago.
Jambey shared his thoughts on the workshop during BDPA iRadio Show interview held on August 28, 2011 --> http://www.blogtalkradio.com/bdpa/2011/08/29/bdpa-iradio-workshop-presenters
Workshop Presenter:
Jambey Clinkscales
Capabilites and Program Manager, HP Enterprise Services
Topic: The Value of the Cloud in the Business Technology Ecology
BDPA New York Chapter
Increase your it agility and cost efficiency with hds cloud solutions webinarHitachi Vantara
Find out how to build and use clouds to support your business objectives. Learn about new HDS cloud solutions and services that help you create clouds for infrastructure, content and information. Simplify and accelerate your transition to clouds.
Enterprise Energy Management using a Linked Dataspace for Energy IntelligenceEdward Curry
Energy Intelligence platforms can help organizations manage power consumption more efficiently by providing a functional view of the entire organization so that the energy consumption of business activities can be understood, changed, and reinvented to better support sustainable practices. Significant technical challenges exist in terms of information management, cross-domain data integration, leveraging real-time data, and assisting users to interpret the information to optimize energy usage. This paper presents an architectural approach to overcome these challenges using a Dataspace, Linked Data, and Complex Event Processing. The paper describes the fundamentals of the approach and demonstrates it within an Enterprise Energy Observatory.
E. Curry, S. Hasan, and S. O’Riáin, “Enterprise Energy Management using a Linked Dataspace for Energy Intelligence,” in The Second IFIP Conference on Sustainable Internet and ICT for Sustainability (SustainIT 2012), 2012.
Cutting Big Data Down to Size with AMD and DellAMD
Matt Kimball, AMD Server Solutions Marketing presentation on "Cutting Big Data Down to Size with AMD and Dell" from Dell World.
Learn how “Hadoop” solutions are helping companies overcome growing pressures on IT budgets with an innovative approach to Big Data.
Jambey Clinkscales gave presentation on "The Value of Cloud in the Business Technology Ecosystem" at the 2011 BDPA Technology Conference in Chicago.
Jambey shared his thoughts on the workshop during BDPA iRadio Show interview held on August 28, 2011 --> http://www.blogtalkradio.com/bdpa/2011/08/29/bdpa-iradio-workshop-presenters
Workshop Presenter:
Jambey Clinkscales
Capabilites and Program Manager, HP Enterprise Services
Topic: The Value of the Cloud in the Business Technology Ecology
BDPA New York Chapter
Executive Breakfast SysValue-NetApp-VMWare - 16 de Março de 2012 - Apresentaç...Joao Barreto Fernandes
Apresentação da NetApp no evento Executive Breakfast realizado em 16 de Março de 2012 no Sheraton Lisboa.
O evento focou-se nos méritos das soluções da NetApp e da VMWare para suportar tendências incontornáveis em IT Security e Management - virtualização de desktops e aplicações, planos de recuperação de desastres e continuidade operacional com base em virtualização e storage com replicação inteligente e utilização de soluções tecnicamente superiores como via de redução de custos.
Recommended for CIOs and Applications Managers
In this session we will discuss how next generation business applications enable the
creation of much needed hyper-personalized experiences for customers and employees.
Center Office is a new delivery model that is emerging in response to the need to deliver
end to end hyper-personalized solutions that improve on older enterprise (legacy)
applications. Center Office relies on technologies such as APIs, microservices and
Hyperautomation (next level of automation that meshes AI tools with RPA,, enabling
scaling for complex business processes).
How do we manage employees' experiences as well as preserve talent and create
collaborative workplaces for teams? which new skills are needed? what will the
workforce of the future look like? Which new tools are needed for HR (employee well-
being)?
Recommended for CDOs and all Data & Analytics Managers
The past 2 years have had a huge impact on organizations journeys to become data driven. Existing data architectures were disrupted; rigid structures and processes were questioned, and many data strategies were re-written.
On the one hand, the global pandemic emphasized the need for organizations to raise the bar, implement strategies, improve data literacy and culture, increase investments in data and analytics, and explore AI opportunities.
On the other, it also presented new challenges such as: the war for data talent and the wide literacy gap. Inadequate structures as well as outdated processes were exposed. Major changes in the data landscape (Data Fabric, Data Mesh, Transition to Data Clouds) will further disrupt existing data architectures and enhance the need for a new adaptive architecture and organization.
Recommended for CTOs, architects, IT Managers
COVID-19 has emphasized the fact that business agility and hence technology agility are the most if not the only factors for business success. However, technology agility in most IT departments is not the “strongest muscle”. Technology adoption of Cloud, Devops, Integration, Low-Code and Zero Trust are affecting all IT departments and even the entire organization. New
processes and relationships between the various branches of the IT department should emerge, forsaking old habits and technologies. New technologies and roles\responsibilities are taking their place.
Recommended for CXOs and all IT Managers
If COVID-19 has demonstrated anything it is that organizations can no longer rely on traditional long-term strategic direction-setting, in order to succeed and grow. Today, organizations need to be able to quickly identify changes and respond with speed.
Adaptive enterprises have the technical and organizational agility to do this. In this session, we will present the organizational structure, technologies and concepts that make up an adaptive organization and discuss topics such as: Concierge hyper-personalization services; Personalized (PBC) Business Capabilities; adaptive organizational structure; Centers of Excellence; center office; hyper-automation and data centric organizations.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...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.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
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
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
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.
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.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
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.
Epistemic Interaction - tuning interfaces to provide information for AI support
Mobile game changer 2011
1. 12-Aug-11
The puzzle:
I Live in the Future & Here's How It Works
Dr. Jimmy Schwarzkopf
Research Fellow
jimmy@stki.info
www.stki.info
Let’s go for a walk
`
2
1
2. 12-Aug-11
Changes are “BIG”
Nicolaus Copernicus
`
1514
3
Big change or IMPLOSION
First Technological Implosion Second Technological Implosion
1982-1986 2011 -2015
• PC Ecosystem • Mobility Devices Ecosystem
• Client/server Ecosystem • Cloud Services Ecosystem
• LAN/WAN Ecosystem • Analytic tools/appliances for data
• Internet/Web Ecosystem management Ecosystem
• X86 Ecosystem • NO-SQL DBMS Ecosystem
• Relational DBMS Ecosystem
`
• Social Commerce Ecosystem
4
2
3. 12-Aug-11
What did CIOs say in 1982-1986
• Are all this technologies:
– Secure ?
– Strong enough ?
– Manageable in an IT environment ?
– Will IT loose control ?`
– Should IT use them ?
Guess what they will say 2011 - 2012
(we are in a faster moving era) ?
5
NO .. NO
`
6
3
4. 12-Aug-11
Albert Einstein said about CIOs (?):
`
7
5th Generation Of Computing
1970s 1980s 1990s 2000s 2011+
Autocratic Personal: Web: SOA: Cloud/Mobility:
Centralized
Computing
`
4
6. 12-Aug-11
2011-12 Game Changers
New CIO (Job & Responsibilities )
New Internet
Operating System
legacy mobile devices
migrations management
peer-to-peer
E-bizz
open source
24X7 Consumerized IT
Web 3.0 connectivity
collaboration
sensors
` virtual
Gamification Data Center efficiency clients
density and monitoring Storage & bandwidth
Price revolutions
virtualization
DW appliances
video
content
unified communication infrastructure
convergence
11
Game Changer 1
Consumerized IT
• “Personal” connectivity
• Personal Mobile Computing
• Cloud based applications
`
Knowledge Individuals
• Always connected
• Technology Savvy
• Multitasked
12
6
7. 12-Aug-11
IT is Consumerized ……….
`
13
2011: my pocket’s contents
`
7
8. 12-Aug-11
Simple business app
Square handles security and meets
all PCI security standards to ensure
payments are safe and secure.
`
15
In 2 years we will carry only 1
`
8
9. 12-Aug-11
Are You Ready for the New
Peer-to-Peer Economy?
transactions happen between individuals
or a group of individuals and not only
between corporations and individuals.
`
196,802 soho ( up to 9
companies employees)
STKI’s Jewish “philosopher” of the year
• In 1959, Prof. Drucker coined the term
“knowledge worker”
`
• In 2011 we can coin the term:
“knowledge individual”
18
9
10. 12-Aug-11
“ knowledge individual ”
MIXES “home/work” 24 hours a day
`
Connected to: Applications used:
i. World information/news i. Personal Finance
ii. Education ii. Personal Productivity
iii. Entertainment iii. ENTERPRISE APPLICATIONS
iv. Family & friends iv. Data Storage
v. WORK v. Personal Entertainer
vi. Family Health
vii. others
How does the knowledge individual make
decisions today:
Company sends
“future rewards”
`
20
10
11. 12-Aug-11
Future “retail” environment
• U.S. Patent and Trademark Office published a
new patent application entitled
• “Social Networking in Shopping
Environments”
`
21
Game Changer 2
Storage & Bandwidth
– New networks
– New Technologies
– Reductions of price
– New Applications
`
– Net Neutrality
• equal infrastructure services for all
22
11
12. 12-Aug-11
Virtually free and unlimited
• Storage and bandwidth: improving
while dramatic reductions of price .
• The marginal cost is falling to
practically zero.
`
23
We are in the midst of an historic “upload”
`
12
13. 12-Aug-11
Israeli Internet Speeds
`
Communication Costs
25
Growth: Digital Highway
Availability of cellular and line high-speed broadband
Broadband related growth (innovation)
and availability of several (>2) aquatic lines to Italy
will bewill push differentiator in 2010-2012
the big INNOVATION 2011-2014
`
13
14. 12-Aug-11
Digital Terrestrial Television (DTT)
spectrum released by TV’s switch to digital broadcasting
• Below 700MHs for unlicensed use by the public
– White-space devices will be able to zip data along at 400-800Mbps and have
ranges of several kilometers
• 700MHz bands for mobile-phone operators
– Old TV signals travel for many kilometers, carry a lot of information,
unaffected by weather and go through walls to penetrate buildings.
`
Game Changer 3
New OS for the
internet
`
28
14
15. 12-Aug-11
The Web Is Dead. Long Live the Internet
`
29
Mobile Appliances as “internet OS client”
(from GPS or cell antennas)
`
(from Google)
(from Waze)
(from Google Streets)
30
15
16. 12-Aug-11
And wow wow wow
`
31
Game Changer 4
Post PC era:
New generation
of appliances
`
32
16
17. 12-Aug-11
When will we have “Industrial Information” Machines ?
It takes time not only for people to adopt
technologies into their daily routines but also
for technologists to figure out how to make
things
33 years
`
The Austin 7 was produced
from 1922 through to 1939
The Karl Benz Patent Motorwagen 1885,. by the Austin Motor Company.
33
The rule: +/-30 years
`
34
17
19. 12-Aug-11
`
Like an old phone changed form adopted its own form
37
Average time spent connected by
“knowledge individual”
Web surfing(URL based)
59%
1995-2003
`
In other words Aps
2003-10
38
19
20. 12-Aug-11
Smartphones 2011
Nokia
Microsoft
Blackberry
`
Israell
Decision on “curator” as marriage
`
40
20
21. 12-Aug-11
tech wars or religion wars
`
41
Game Changer 5
Mobile Apps
The Rise of a New Generation
"specialized local apps running in
conjunction with cloud-based services"
across smartphones, tablets, and other
`
devices
42
21
22. 12-Aug-11
Mobile Applications also changing
Your mobile application and Less like that:
should look more like that:
`
Don’t look at mobile devices as an “extended PC”
It is a totally different device that will offer added value that a PC doesn’t
How are we going to use them ?
`
44
22
23. 12-Aug-11
Or one for each machine?
PCs Tablets Smart phones Cell phones
Mac
`
Multichannel technologies are only that:
technologies
`
46
23
24. 12-Aug-11
Change from
Multichannel to Touchpoint Strategies
Technology versus Service
`
technologies
47
Game Changer 6
• Web 2 + 3 + 4
• Social Capital Management
• Social Networks
`
• Crowd Sourcing
• Facebook
48
24
25. 12-Aug-11
Evolution of Social Media…
`
49
25-34: 893K
Over 35:
606K
Over 55:
128K
`
1.053 Million 18-24 use facebook
43.36% of the population use FACEBOOK
50
25
27. 12-Aug-11
Game Changer 7
GAMIFICATION
(new man machine or user/interface)
`
53
Farmville Game on Facebook
• It’s free but you can buy goods to enhance the
experience:
– 1,200,000 tractors ‘sold’ every single day
• A team of 35 Developers release new virtual items
into FarmVille twice a week
• 285 Million+ users without any advertising per day
`
• Parent company Zynga makes est. $2,500M / Year
and has 1200+ employees
54
27
28. 12-Aug-11
Examples of Gamification (daily users)
`
www.appdata.com
55
Gamification: Hype or Game-Changer?
• use of game play mechanics for non-game applications
• encourage people to adopt and engage in desired
behaviors in connection with the applications
`
56
28
29. 12-Aug-11
Work While You Whistle
`
New MMI/UI based on Gamification
`
58
29
30. 12-Aug-11
Game Changer 8
SENSORS
(ie: body, location based, etc……..)
`
59
The Sensors Are Coming!
Body Sensing Comes to Smartphones
` Sensors could include heart monitors
to keep tabs on your health.
There will also be sensors that can
detect perspiration and could be used
to monitor your excitement level and
even mood.
60
30
31. 12-Aug-11
More “sensors” ………
`
61
Facebook Places
The check-in icon only shows up on the day of
the event and only when users are
geographically close to the specified address.
`
62
31
33. 12-Aug-11
Where are we????
2012
`
65
Web 3.0
`
Web 1.0: involved go search, get data and some limited interactivity
Web 2.0: involves real identities and real relationships
Web 3.0: will be real identities generating massive amounts of data
66
33