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Big Data & Analytics: Bangladesh on a Parallel World

Motahar heaves a small sigh of relief. His truck, supposedly carrying a ton of sand, has smoothly sailed through the first check post. There had been two thorough checks in the past week, and based on experience, Motahar knew there will be none today. He is confident that the final check post would be a breeze and he could safely pass off his package to his counterparts on the other side of the border.

A few miles away Inspector Arif’s computer beeped. On his screen, Tamabil area, the bordering zone between Bangladesh and India, had turned red, indicating a high possibility of a crime taking place here. Arif spoke into the button on his collar. ‘Unit 103, please conduct a thorough check of each truck in the Tamabil border area, I repeat, each truck.’

Motahar’s truck is one of the 67 vehicles which is brought to a halt. A thorough check is done. Five women in their late teens are recovered. Motahar is arrested. The women are being interrogated to reconcile them with their families. Investigation is in full swing to uncover other members of the human trafficking syndicate which has been in operation for the last decade in Bangladesh.

This scenario is akin to a movie clip to the average Bangladeshis, who are unaware of how Big Data & Analytics is helping law enforcers bust crimes.

What went on in the background of Arif’s computer, was a complex algorithm that picked up info from Motahar’s credit card usage, phone calls and email correspondence and beaded the data together, and superimposed the information on a probability map predicting where the suspect might be moving to.

What is Big Data & Analytics

Big Data in its simplest definition means data which is either very big, or growing very fast, or contains much variety such as unstructured data. As of 2012, every day 2.5 quintillion (2.5×10) bytes of data were created. Emailing, uploading photos and videos on social media, making online purchases – all contribute to this overwhelming amount of data – you and I are both a part of it.

Gartner, the eminent IT research and advisory firm, uses the terms Volume, Velocity and Variety to describe this technology-concept, which is sweeping the world over. Add to all the data that is being churned out daily, an element of analytics – a way to make sense of what the data signifies and what trends it points to – and you have magic. Entities smart enough to utilize the concept are becoming productive and efficient by being able to respond in real time.

In the hypothetical situation depicted in the opening of this article, big data is playing a key role in helping law enforcers take a proactive step by helping them avert a crime, rather than following the traditional approach of responding/reacting to a crime.

Big Data Benefits

In California, IBM, along with research universities, is already using Big Data & Analytics to predict outbreak of dengue and malaria with the aim to understand the spread of the disease in real time and to deploy public resources more efficiently. By closely monitoring variables like changes in rainfall, temperature and soil acidity and merging the information with other data, like airport and highway traffic, the team is working on better understanding outbreaks.

Closer to home, Vietnam’s fourth largest city Da Nang had signed a contract with IBM to install a traffic management system in an effort to lessen traffic clogging. Traffic lights will be synchronized to minimize traffic jams based on readings from software and sensors embedded in roads, highways and on buses. Commuters will be able to see bus arrival times and in the future also gain information on the crowd situation on buses via video screens and mobile apps.

UN’s Global Pulse Initiative has been carrying out predictive disaster relief in Indonesia and caught a discussion on Twitter regarding whether vaccines are halal. If the discussions blew out of proportion and people became convinced that vaccines contain pork products, then they would opt to avoid vaccinating children who would end up paralyzed. UN’s Global Pulse is currently working on capturing consumer sentiments early on to take preemptive measures before misinformed situations spiral out of control.

Bangladesh and Big Data

Consider the benefits Big Data can bring to a company in an emerging market, manufacturing consumer packaged goods. The challenge for these companies, just like companies elsewhere, is to understand consumer sentiments. What are the buying trends? What are the users speaking about? Do they like our new brand? What modifications would make the brand more appealing to them? – These could be potential questions they ask. And the methods the emerging-market based companies use to extract insights can be as primitive as manually collecting information based on sales forces’ observation, reading retailer receipts and delving into shipment figures. Imagine the kind of information-mine Big Data & Analytics can offer by tapping into the expanding social media landscape and presenting actionable reports out of all the unstructured data floating around.

Imagine the groundbreaking possibilities of innovation if for a brand manager, her device would prompt her to brand a certain aisle based on measurements of customer footfall and mean time-spent, and also give indications on what kind of consumer promotion to carry out depending on customer sentiments.

What frontiers would such innovations open up for the healthcare front in Bangaldesh, where 1,362 dengue cases were reported in 2011? Imagine being able to predict dengue breakout by location and eradicating the malaise before it even has a chance to wreak havoc.

Adoption in Bangladesh

For a country boasting a population of about 158.6 million people and an internet penetration rate of 3.5%, the potential that big data holds is not really insignificant. Moreover, key drivers catalyzing big data adoption are all present in Bangladesh. Quick adoption of online platforms such as bikroy.com, proliferation of smart phones and the consumerisation of 3G technology – all indicate the onset of a Big Data era where data will increase in volume, with increasing velocity and variety.

Believe it’s a safe bet to say that the private sector will be an early adopter before the government sector embraces it. Zooming into the private sector, who do you presume would be the key decision makers who would spearhead the concept of mining big data for insights? IT departments? CIOs? Wrong!

Across Asia Pacific, recent trends suggest that technology is increasingly moving out of the realms of IT departments and CIOs. By 2016, Line of Business Executives will be directly involved in 80% of new IT Investments. Heads of Marketing, for instance, will have a bigger say than CIOs, on what technology to adopt for better measurement of churn rate and gaining insight into loyalty figures.

Privacy Concerns

The threat-to-privacy wave that accompanies the big data wave also deserves to be given apt attention. If someone uses facebook to “check in” at a resort in St. Martin, that would mean she is not at home. While a company can cherry pick this information and subject the vacationer to a procession of advertisement offers, a terrorist could plan something far more detrimental. And our vacationer would not be fond of either situation – both constitute a breach of privacy.

However, when this very same person is purchasing a camera on Amazon and the website prompts her with a list of other useful materials (such as camera cover, battery or memory card), purchased by customers with profiles similar to hers, she would be more than willing to browse for more information. Moreover, for fields such as scientific research, public health, national security and law enforcement, which play a key role in ensuring a safe and secure life for the populace, big data mining is surely not a crime.

Gartner predicts that through 2016, 25% of organizations using consumer data will face reputational damage due to insufficient understanding of information trust issues, and 20% of CIOs in regulated industries will lose their jobs for failing to implement the discipline of information governance successfully.

The key is to demarcate the zone between utilizing big data for bringing social good for the majority vs. exploiting the data mine for data-receivers’ benefits at the data-providers’ cost. The good news is, by the time the big data wave crashes on to the IT shores of Bangladesh, there will be enough use case scenarios in the world to help formulate/enhance our own local data privacy laws.

Endless Possibilities

Imagine a Bangladesh, oft quoted to be one of the most densely populated countries in the world, having a population which is nearly-100% facebook educated, credit-card enabled and regularly transacts online. Next, imagine infrastructures have been placed and bureaucracy ironed out to pave way for IT companies to flourish. This still-mythical hyper-connected and digitized land of Lalon could finally bid farewell to epidemics, weed out traffickers, gain a far more efficient private-sector cogwheel and enjoy a host of other real-time miracles, by standing on the shoulders of Big Data & Analytics.

- By

Narmin Tartila

Sources:

http://en.wikipedia.org/wiki/Big_data

http://www.sciencedaily.com/releases/2011/08/110808115416.htm

http://qz.com/115427/vietnam-taps-big-data-to-avoid-chinas-traffic-catastrophe/

http://www.fastcolabs.com/3007178/open-company/how-uns-new-data-lab-indonesia-uses-twitter-preempt-disaster

http://www.internetworldstats.com/asia/bd.htm

http://venturebeat.com/2013/09/29/ibm-uses-big-data-to-predict-outbreaks-of-dengue-fever-and-malaria/

World Health Organization‐ Regional Office for South East Asia Region, “SEARO Dengue Situation Update, 24 September 2012”

http://www.idc.com/getdoc.jsp?containerId=prUS23823912

http://en.wikipedia.org/wiki/Google

http://www.ft.com/cms/s/0/105e30a4-2549-11e3-b349-00144feab7de.html#axzz2h9EScOQX

Software for Hotspot Billing

Hotspot Billing Solutions provides centralized authentication, accounting and billing functions. It enables the solution clients to:

  • Authenticate users with specific parameters before allowing access to the internet or intranet through Wifi network
  • Monitor regular data transfer patterns & generate reports
  • Set limits for individual users on data consumption volume
  • Apply a tariff plan on data volume
  • Print invoices for users according to their consumed data
  • Generates username & password manually or automatically

Think Turbine offers complete installation and setup package for Hotspot billing solution from two available options:

  • Solution A: Turbospot Package
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  1. Solution A: Turbospot Package

Turbospot Package offers an easy to use network administration and billing system that has been tested and deployed by Think Turbine experts. We provide complete installation, setup and training under the Turbospot Package with Physical License for your WiFi or hotspot solution.

  • 1.1.  Features
  • Billing account support
  • Traffic accounting
  • Prepaid and postpaid billing, invoicing
  • Linux mailbox account synchronization
  • Supporting multiple NAS, CMTS and AP devices
  • Payment tracking
  • Financial reports
  • Instant Access Service system (IAS)
  • Connection Tracking System (CTS)
  • Wireless signal monitoring
  • Account self registration option
  • Automatic expired account disconnection

1.2.   Requirements

  • Linux Server: Centos or Fedora or Red Hat
  • Hardware: Core 2 due processor, 4 GB RAM, 120 GB HDD, Buil in LAN card, Extra  Gigaport LAN card as back up (optional)
  • Networking devices: NAS: Mikrotik Router RB 450/RB 1100 (Depending on bandwidth speed) , Switch: CiSCO/Netgear required if more than 4 APs/Wireless router is used, Cable: CAT6(Preferred option), AP: any WiFi router can be used as AP but only Mikrotik or Ubiquiti devices supports for Wireless signal monitoring module

Network Diagram: mt-basic

  1. Solution B: Thinkspot Package

Thinkspot Package offers a customized Hotspot Billing Solution with virtual license from the ThinkLab Technology Experts. It has been tested for performance under the Linux virtual environment with multiple NAS & APs. Our Thinkspot Package is a cost-effective and reliable solution that servers all your hotspot billing and monitoring requirements. 2.1.   Features

  • Billing account support
  • Traffic accounting
  • Prepaid and postpaid billing, invoicing
  • Supporting multiple NAS and AP devices
  • Financial reports
  • Instant Access Service system (IAS)
  • Connection Tracking System (CTS)
  • Wireless signal monitoring
  • Account self registration option
  • Automatic expired account disconnection

2.2.   Requirements

  • Linux Server: Centos or Fedora
  • Hardware: Core 2 due processor, 4 GB RAM, 120 GB HDD, Buil in LAN card
  • Networking devices: NAS: Mikrotik Router RB 450/RB 1100 (Depending on bandwidth speed) , Switch: CiSCO/Netgear required if more than 4 APs/Wireless router is used, Cable: CAT6(Preferred option), AP: any WiFi router can be used as AP but only Mikrotik or Ubiquiti devices supports for Wireless signal monitoring module

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KNOW YOUR CUSTOMERS FIRST, REVENUE WILL FOLLOW

Internet is now an absolute necessity and the cost of data solutions has become an integral part of our monthly expenditures, thanks to the social networking sites, instant messengers and video streaming websites for changing the mode of communication and entertainment of the city dwellers. While there are still some doubts on cost and quality of data services offered by the 3G & WiMAX operators; I am going to shade some lights on customer’s basic expectations from the mobile operators and ISPs which is independent of bandwidth cost and very high speed. Here are some of my key observations as a customer:

  1. Don’t confuse us with complicated offers: To win the battle of occupying market share; the ultra intelligent corporate product teams are busy overdoing their work and launching some “super duper” data packages. They often explain tariff plans of these “super duper” packages occupying half of the pages of a daily news paper. Really!! Do you think we even spend that much time analyzing our data usage! No. We don’t. All we want is a simple tariff plan, something that will help us to easily keep track of our expenditure on data and won’t give us a shock at the end of the month with a well designed and hidden catch. We don’t want to be the victim of crazy push SMS bombardment with misleading package offers either.
  2. Don’t manipulate bandwidth/speed limits because we know what we want: The ISPs and Telco Operators need to understand how we use their products before deciding on any surprises. Here is an example: watching videos and listening to music on YouTube is fun, but how many of us watch the full video for every single music/video options that we click on YouTube. A 1 Mbps connection is good enough to give a buffer free experience on YouTube. On the other hand if the speed is doubled; a 2 Mbps connection can download a 5 Minute video clip on YouTube buffer in 30 seconds. You may lose interest on that particular video after 1 minute and jump to another one. This means data download in the YouTube buffer with a high speed connection for the remaining 4 minutes is completely wasted. Imagine how much data will be wasted in a month! It won’t be a good experience for a cost sensitive and limited volume data package user if he runs out of his data limit in the middle of the month. Recently an ISP doubled the speed of its loyal customers to enhance their internet experience; I am not sure whether it had a positive impact on all users. Rather I think many of the limited data package users ran out of data limit at the middle of the month, unless they “paid extra” to get additional data volume.
  3. Don’t do planned maintenance in silence while we work: Many ISPs & Telco Operators are expanding their networks for 3G, LTE or 4G technologies. We understand that it is important for them to complete the work to abide their license clauses and business plans. But they also need understand that what we do on the internet may also very important for us and our business. And interruption caused by their regular maintenance work may cost us a lot more than what we pay for the service.
  4. Don’t be too loud about your technology because it is the service that we actually pay for: We expected 3G to be launched at least 5 years back and we are still struggling to keep the pace with the rest of the world in terms telecommunications services. Still overpromise and under delivery has been a consistent trend of our ISPs and Telco operators. 3 G, 3.5 G, 3.75 G, 3.99 G and whatever G means nothing but some random numbers unless we see a real difference on our small screens (mobile devices) and Large screens (Desktops). Some undernourished ISPs who could do very little with WiMAX technology in the past five years are again being given the free go to launch LTE/4G. We don’t want another technology to be mishandled by these minnows with limited resources and wait for another 5 years to get the real taste of LTE/4G when it becomes obsolete to be taken over by another next generation technology.

Consumer data service is a very important sector for the economic development of Bangladesh. So it should not be used only as a money making option by the revenue focused ISPs.

-By Imtiaz Ahmad