my saraswati delivers education as a service (eaas) on cloud
TRANSCRIPT
Simplifying education, simplifying life
My Saraswati Delivers
Education as a Service (EaaS)
on Cloud
Mahesh Khera, AVG Technologies, US
founder KTMT, DINCU and My Saraswati
KTMT Vision
Help the world become knowledgeable, healthy and safe
Simplifying education, simplifying life
My Saraswati
Democratization of Live Classroom Teaching
• Introduction
• Concept
• Innovation
• System requirements of My Saraswati
• Real time live prototype
• Value Proposition
Simplifying education, simplifying life
My Saraswati - Introduction
• 240 million students are enrolled in schools and 140 million are
left out
• I dia s GER is 12.6 % which is lower than the ASEAN countries.
Average GER of developed countries is 40 %, US is 50 %
• India scored second last position (74 out of 76) in Program for
International Student Assessment (PISA) 2009 sending a chilling
alarm that we need an urgent education revolution
• Education industry is expected to grow continuously between
30 - 35 %
• Recession has virtually no effect on the education spend –
shows parents of all classes want to educate their children
Contd…
Simplifying education, simplifying life
My Saraswati - Introduction
• India needs a minimum of 200,000 schools and 1500 varsities
• My Saraswati aimed at delivery of all kinds of education, i.e.,
primary, middle, secondary, college, university, certificate
courses, tuition, coaching etc supporting RTE Act
• My Saraswati is agnostic to education domain, science, arts,
medicine, engineering and so on
• My Saraswati is built around best features of regular, distance
learning and on-line programs
• My Saraswati is an ultra low cost, high quality and easily
affordable real time, on-line, interactive education delivery
service on cloud through video based live virtual class rooms, is
language agnostic and very simple to use by both teachers and
students
Simplifying education, simplifying life
• My Saraswati is a real time, live, on-line education delivery
service on cloud - students take classes and interact with
teacher any time any where live
• Select teacher of your choice and study from the best teacher
• Select subject(s) ; provision for discount on subject bouquets
• Get best on-line, live, interactive class room teaching at your
home or even traveling, like in metro
• Never miss a class ; have access to the class content any time
• Study on smart phone, tablet, lap top, PC or connected TV
• Save time save money ; study more pay less
Contd…
My Saraswati – Concept for Students
Simplifying education, simplifying life
My Saraswati Classroom
• 256 kbps Internet makes My Saraswati ubiquitous – 512 kbps
recommended, 2 Mbps best
• Teacher gives real life class room experience student takes class
as if in a physical class room
• Raise hand feature available to ask questions
• View teacher in video as seen in class, real time, live writing on
board, explaining a theorem or a topic, giving a presentation,
annotating a presentation
• Teacher tests real time class assimilation by students
Contd…
Simplifying education, simplifying life
My Saraswati Classroom
• Chat enables students to write questions meant for teacher
• While teacher explains as also writes on board, it is seen and
heard in real time by students on their PCs
• If not near My Saraswati PC at the time of the class, attend the
same on smart phone or tablet and continue on bigger screen
when accessible
• 24*7 help line open for clearing doubts on usage of platform
• Free trial available
• SMS or Whats App alerts for any special program or changes in
class schedule
Contd…
Simplifying education, simplifying life
• My Saraswati classroom goes to students and teachers rather
than students and teachers coming to the class room
• My Saraswati classroom has an unlimited geographic coverage
• No theoretical limit to the number of students who attend My
Saraswati class at a time; up to 1000 students can study same
subject at same time from same teacher
• Teachers teach many more subjects to many more students in
least cost and far less time
My Saraswati Classroom
Contd…
Simplifying education, simplifying life
My Saraswati Classroom
• Use very friendly long life cost effective interactive white board
or panel or tablet or a simple digital blue tooth pen with high
tech multi colored digital pens and duster
• Annotate presentations or class content
• Give time bound assignments
• Get alerts of students who do not submit assignments on time
• Recording of class content possible
Contd…
Simplifying education, simplifying life
My Saraswati Classroom
• Control My Saraswati class through easy to use features to
address students raise ha d for Qs, logically close the answer
through lower ha d , mute/un mute students and FIFO easy
options to answer doubts and questions
• Test learning of lessons by asking student to come to the board
and explain what has been taught
• Test learning by creating a snap question/poll and seeking
answers from students instantaneously
• Club common question of multiple students and answer once
as done in a physical class room
Simplifying education, simplifying life
My Saraswati Classroom
Value for Parents • Parents in a position to see for themselves that their children
are getting necessary guidance even after school/college hours
• Parents value guidance from experienced recognized faculty
higher than tuition centers
• Parents prefer high quality extra classes rather than sending
their children to the run of the mill coaching or tuition centers
due to saving in time, hazards of traveling and safety and
security issues
• For girls and smaller children, parents get more comfort of
safety to have classes arranged at homes rather than pick up
drop to study centers, late hours
Contd…
Simplifying education, simplifying life
My Saraswati – System Requirements
• A multi media PC/lap top/tablet like Akash 2 with audio head
set and mic
• Web cam optional for students though recommended
• A digital tablet/digital panel/smart digital white board/digital
blue tooth pen
• Internet connection of minimum speed 256 kbps
• A web browser for registration with My Saraswati through
www.mysaraswati.com;
• All education application software, video recorder and player
software and IP based NGN software is on cloud
Simplifying education, simplifying life
My Saraswati Classroom
My Saraswati Prototype like Uber/Ola Operated for 2 years, 2013-15
Teacher Maths
Ujjain
Student Maths IX
Vijaywada
Student Ph D Scholar
Vijaywada
M Tech Cl 15 students, Bhartiya
Vidyapeeth Univ Pune
Faculty M Tech, Ph D,
US
Education as a Service
delivered through video on
Internet cloud managed by
www.mysaraswati.com
Laptop with
digital tablet and
pens of different colors
Laptop
Laptop
Multi media PC/laptop
Guest speaker Climatology
London
Faculty, Java, Python
Chennai Faculty Python
Kolkata
Laptop, projector, speakers, 2*webcam,
white board, markers, coordinator
Simplifying education, simplifying life
My Saraswati – Value Proposition
• Motivation – be the first school/college/institute to take the class room to
students rather than students coming to the class room in off hours
• Enables conduct of education classes, skill development, training through
a real time live vernacular video mode of delivery
• Caters for students who can not attend classes for long so that they never
miss any class
• My Saraswati saves a lot of money and travel time from home to school,
tuition center, distance learning center, coaching center
• Students learn more in less time and less fee
• If school or college is deficient of teachers or faculty or does not have own
experts for some special subjects, qualified experts located any where can
give the classes
• IETE Centers as franchisee of top coaching institutions
Simplifying education, simplifying life
My Saraswati – High Level Financial Model
• Class type - +2 integrated 2 years coaching program
• Subjects – Maths, Physics and Chemistry
• Duration – 1 hour per subject every alternate day
• No of students - 12
• Collection per month – 96000/-
• Expenses per month salary, software and cloud services, domain portal
hosting and maintenance, Internet, phone bill and power,
less marketing – 90000/-
• Saving per month – 6000 approx , break even
• No of students – 25
• Collection – 200,000/-
• Expenses including marketing – 160,000/-
• Saving – 40,000
Simplifying education, simplifying life
My Saraswati Portal
www.mysaraswati.com
Simplifying education, simplifying life
Tha ks…
My Saraswati Classroom
as an essential G2C service
de ocratizes educatio …
Bandwidth Optimization in Long Term Evolution (LTE) Networks
OUTLINE
•Cellular Progression Till 3G
•Requirement of 4G
•Technologies involved in 4G: OFDM & MIMO
•LTE Architecture
•Requirement of Bandwidth Optimization in LTE Networks
•Bandwidth Optimization Techniques
Cellular Progression till 3G
First Generation
•Introduced in 1990s – AMPS in USA
•Data rates up to 2.4 Kbps
•Only for Voice calls
•Analog Signaling
Second Generation
•Stds: GSM and CDMA by end of 1990s
•Use Digital Signals
•Data rates up to 64 Kbps
•SMS/MMS services enabled
2G Architecture
SIM
MOBILE
DEVICE BTS
BTS
BSC
BSC GMSC
VLR AuC
PSTN
MSC
HLR
Um
BSS
Ab’S Interface
2.5 Generation
•Data services enabled
•Data rates up to 144 Kbps
•GPRS and EDGE are the Stds
Third Generation
•Single Radio Network Controller (RNC) box for handling both voice and data services
•NodeB as Base Stn
•Data rates upto 2 Mbps
Requirement of 4G
•Multi Path Fading degrades Quality in 3G networks
•Data rates are much below promised levels
•Users migrating to Data and Video heavy services, which the 3G networks are not able to handle
•Cellular services not able to compete with wireline networks
Technologies involved in 4G (OFDM and MIMO)
OFDM
MULTI PATH FADING
• OFDM distributes data over large number of
carriers spaced apart at orthogonal
frequencies
• OFDM has lower multi-path distortion
• In case of fading, in NLOS, OFDM has less BER
compared to SC.
Why OFDM for NLOS?
Single Carrier versus OFDM
Single Carrier versus OFDM during Fading
• Symbol rate not increased in order to achieve high data rates.
• Instead, Available BW broken into many narrower subcarriers
and the subcarriers are modulated according to these
generated symbols .
• These subcarriers then combine linearly and transmit
(OFDM symbol).
OFDM Modulation OFDM demodulation
1 0 1
1
0
1
: Single Carrier Transmission
: OFDM Transmission
t
Single Carrier Transmission
vs OFDM Transmission
Overlapping Subcarriers Spectral Efficiency
Overlapping of Subcarriers in Freq Domain
• Generated by Multiplexing several overlapping subcarriers
and a Cyclic Prefix (CP).
• Cyclic Prefix added to the beginning of the OFDM symbol in
order to eliminate IBI
• At the Receiver CP is removed and only the information
bearing part is further processed .
CP Modulated Subcarriers
OFDM Symbol
MIMO
�
�
��
�
�
��
What is Multiple-Input Multiple-Output (MIMO) ?
Spatial Diversity : Signal copies are transmitted at multiple
antennas or received at more than one antenna
Spatial Multiplexing : Transmit independently and
separately encoded data streams over different antennas
� �
� �
Main Transmission Techniques
Significant increase in Spectral efficiency and data rates -
Spatial Multiplexing
High QoS - Spatial diversity
Wide Coverage - Spatial diversity
Why MIMO?
LTE Architecture
For Downlink : OFDM and MIMO
For Uplink : SC - FDMA
Key technologies….
No more Codes
Support for at least 40 MHz Bandwidth
Peak Spectral Efficiencies :
DL : 15 bits/s/Hz (600 Mbps)
UL : 6.75 bits/s/Hz(270 Mbps)
Control Plane Latency < 100ms
User Plane Latency < 10ms
IMT – Advanced Requirements
Rel. 8 LTE EPC/SAE
Rel.9 Location Services
MBMS Multi-
Standard BS
Rel.10 LTE - A Carrier
Aggregation Relays
Rel.11 Enhanced
Carrier
Aggregation
Intra Band
Carrier
Aggregation
Releases of 3GPP Specifications
System Architecture Evolution (SAE)
From G to G…
UTRAN in 3G,
E-UTRAN in 4G
CN in 3G,
EPC in 4G
NodeB in 3G,
E-NodeB in 4G
No RNC as in 3G
RNC tasks performed
by eNodeB and EPC
From 3G to 4G
X2 X2
X2
S1 S1 S1 S1
eNodeB
eNodeB
eNodeB
MME/S-GW MME/S-GW
E-UTRAN
Internet
P-GW
EPC S5
HSS
S6a
MME S-GW
LTE/SAE Network Architecture
LTE SAE Components
eNodeB :
Directly connected to the Core via S1 interface
No RNC as in WCDMA
eNodeBs interconnected via X2 interface
Handovers are handled by eNodeBs it self, communicating via X2 interface
This is an intelligent Node
Evolved Packet Core (EPC) Supports only packet switched domain only
Mobility Management Entity (MME) :
Control Plane Node of the EPC
handling connection/release of bearers to a terminal
handling of IDLE to ACTIVE Transition
handling of security keys
Serving Gateway(S-GW) :
User plane node which connects EPC to E-UTRAN
Acts as a mobility anchor when Terminals move between eNodeBs
Mobility Anchor for other 3GPP technologies (GSM,HSPA)
Collecting information for charging purposes
Packet Data Network Gateway (P-GW) :
Connects EPC to the Internet
Allocation of the IP address for a specific terminal
QoS handling
Home Subscriber Service (HSS) :
A database containing subscriber information
Bandwidth (MHz) 1.25 2.5 5.0 10.0 15.0 20.0
Subcarrier BW (kHz) 15
PRB BW (kHz) 180
No. of available RBs 6 12 25 50 75 100
Available DL BW and Physical
Resource Blocks (PRBs)
Physical Resource Block (PRB) allocation is done by the
scheduling function in eNodeB
PRB is the smallest element of resource allocation assigned by
the base station scheduler.
Requirement of Bandwidth Optimization
QoS Parameters in Air Interface
• Use to gain Channel Info
• Info is Downlink Channel State
• It is Frequency Domain Packet Scheduling
CHANNEL STATE INFORMATION (CSI)
• Intutive Channel feedback from UE to eNodeB
• Measure of SINR at the UE for a given Sub-Band
• Index of the MCS supported with Bit Error Probability
• eNodeB has info of amount of Throughput supported for each service
CHANNEL QUALITY INDICATOR (CQI)
Requirement of Bandwidth Optimization
• CSI and CQI (QoS parameters) only in the Air Interface between UE and eNodB
• Commercial LTE Core Networks are Heterogeneous in nature and wireless links have limited BW capability
• eNodeB and beyond, LTE Networks are IP based and hence do not have QoS as wireline Networks (ATM, MPLS)
• During Peak Hours congestion in subnets of LTE Networks resulting in Denial of Service
• Requirement to ensure QoS in core LTE Network to avoid packet loss during congestion scenarios
Bandwidth Optimization Techniques
Bandwidth Optimization Techniques
• LTE networks are commercially designed for 40 to 50% of traffic loads
• During peak load conditions the network is unable to handle swelling traffic
• Packets are dropped in these high traffic load conditions
• Results in loss of Priority/Critical Information
• During a natural calamity or emergency the traffic in the circle and neighboring circles is drastically affected
Priority Based Bandwidth Optimization Technique
• Classification of packets for real-time, non-real time and delay tolerant traffic is a necessity
• Prioritization of packets in terms of following should form part of bandwidth optimization technique:
• Number of spans traversed in the network
• Amount of data rate consumed by the packet and
• Quantum of delay tolerated by each service
• Further, prioritization of the packet from the circle of origin may also be crucial at times of emergency/ peak load conditions
• Existing traffic scheduling techniques like Proportional Fair or Max Rate scheduling will not be able to optimize bandwidth in core LTE networks
Conclusion
• User Base increasing in an exponential rate for Cellular Networks
• Existing 3G networks are unable to handle data and video centric user services
• LTE networks are capable to handle such requirements
• As more users are graduating to LTE, future LTE networks will be unable to handle swelling video centric user services
• Priority based traffic scheduling algorithm is imminent to optimize network bandwidth and improve throughput of future LTE networks during overloaded traffic scenarios
Any Questions?
Prof. Narendra Kohli
HOD-CSE(HBTI-KANPUR)
Presented By:
Telemedicine’ is an innovative system of healthcare provision from long distance utilizing the telecommunication and modern information technologies. ◦ The poor infrastructure and facilities of rural
health centers makes it impossible to hold doctors in villages, who feel that they become professionally cut off and outdated if stationed in isolated rural areas. ◦ Telemedicine seems to be the best solution to
these problems as it can bring specialized healthcare to the remotest corners of the country.
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The National E-Governance Plan of the Government of India is with the vision of providing all services under various government policies at the doorstep of the citizen and at an affordable cost through CSC’s and Village Level Entrepreneur(VLE’s). ◦ Common Services Centers (CSC’s) are multiple-
services-single-point model for providing facilities for numerous connections at a single geographical location.
◦ CSC’s helps in delivery of e-Services of the Government of India to the rural and remotest locations of the country.
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Minimizing the movement of diseased for superiority treatment.
Reduction in the displacement of specialty medics to attain the patient.
Optimized and efficient use of medical and technological resources.
Effective health care delivery by Cost effective methods.
Enhanced analytic and healing quality of care.
Opportunities for generating Skill development via delivering education and guidance for rural health youth.
4
Telemedicine models are adopted by both government and private agencies and NGO’s. Such models may be implemented by CSC’s all over the country helping their transformation into telemedicine clinics.
5
Village Level Entrepreneurs (VLE’s) into healthcare trainers and workers
Village Level Entrepreneurs are giving birth to new telemedicine clinics. Most of these clinics are taken care by VLE’s .These VLE’s are motivated enough to get trained by themselves or they identify and encourage suitable persons to become skilled healthcare workers.
This first telemedicine models provide secondary or tertiary care to rural areas through connections to smaller hospitals, medical centers and clinics.
In this model, doctors outside of urban centers get access to experts who can read ECGs, provide guidance on complex conditions or provide training for complicated procedures.
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CSC’s adapting the above model may require a lot of people who have sound knowledge of computer operations and inputting/providing data to rural district trust hospitals and even to specialty hospitals.
Persons involved are paid by the government trust hospitals and even private super specialty hospitals for their work further they can be absorbed and facilitated by government hospitals, NGO’s and private bodies for their experience in carrying out various telemedicine assignments.
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This model provide primary care services where no licensed doctors are present. Primary care models use a combination of telemedicine and informal providers to connect patients in rural centers to more basic services such as diagnostic testing and prescriptions.
In this network, , these rural clinics rely on local broadband (or mobile) services to provide telemedicine services.
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CSC’s adapting the above model may require a lot of people who were trained in handling sophisticated equipment’s like telemedicine ECG machines, telemedicine MRI machines.
The primary concern in adapting this model is shortage of qualified trained healthcare workers. This feature of this model helps in making new Skill Development Opportunities.
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Primary care models use a combination of telemedicine and informal providers to connect patients in rural centers to more basic services such as diagnostic testing and prescriptions.
large workbench of skilled and properly trained healthcare workers are required who can not only handle sophisticated telemedicine equipments but can also able to present the data to the superior health centers in their chain of reporting.
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These healthcare workers are local men and women who provide access to over the counter medications (vitamins, etc.) and run simple diagnostic tests, rapid pregnancy tests, and provide referral to more specialized clinics.
These persons can be contacted and benefitted by government bodies and NGO’s and experienced may get even better job opportunities in the area of healthcare.
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In even more rural areas, where individuals live far from hospitals, infrastructure is much more limited, large scale providers are not present, and funding is more difficult to find. These, and other barriers, cause telemedicine in rural regions without hospitals to still be in a development phase but yet it can be looked as a means of employment and skill development in the youth of rural india.
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