The volume of data that the billions of things lying at the edge of the Internet of Things (IoT) will generate needs a comprehensive strategy for protocol mediation, processing, analysing, storing, securing, applying, and even sharing data to deliver value-creating and scalable use cases to industries and consumers.
But, while trying to figure out how to manage Big Data, it is easy to forget that, when it comes to the IoT, it is actually the little things that matter.
With the objective of maximising energy efficiency, many sensors are configured to only send small packets of data which, for convenience sake, can be called small data.
Small data is, for example, the temperature inside the storage area of a truck carrying perishable goods, sent out once every 10 minutes.
It is the data relayed from a sensor placed above a parking bay that notes when the space is taken. Or the tiny packet of data relayed once a day from a water level sensor inside a reservoir, logging whether it is submerged or not.
Small data gives context and enables us to identify patterns in behaviour, enabling machine learning, and driving data analytics, opening up a big world of opportunity.
The amount of data sent out in each case is minuscule often no more than just a few bytes in size. And it needs to be, since larger data packets can place a heavy payload burden on the base station of a wireless IoT network that needs to connect and service millions of things.
Hence, while it is easy to say dont sweat the small stuff, for the IoT, it is the small stuff that truly matters.
This is because all these small data packets eventually make up larger data sets from which to draw certain information.
Take for example the parking-bay-sensor data mentioned earlier. Using the collected data from a parking lot over a period of months, the shopping centre management can trace a pattern of busy periods and quiet ones.
This enables them to notify tenants when to run specials to attract more customers.
As IoT usability expands, the reliance on small data packets that deliver more points of context become even more important.
In certain use cases, a whole cascade of events will be triggered as soon as one sensor sends through specific data.
One case in point is a patient being monitored at home something we will see a lot more of as telehealth becomes more commonplace.
When accelerometer data from a wearable on an aged patient records an abrupt stop, it might indicate an injurious fall.
This will trigger an automatic notification to the next of kin and the patients doctor. If no further movement from the patient is detected for a certain time, emergency services will be alerted to dispatch an ambulance.
Furthermore, the patients smart home security system could also send out an access code once the ambulance crew arrives. This complete range of events is subject to the reliability of a small data sensor and a trustworthy network.
To ensure the dependability of small data emanating from IoT sensors, SqwidNet, a subsidiary of DFA, is rolling out the SIGFOX IoT network in South Africa.
The SqwidNet network is purpose built for listening to and delivering small packets of contextual data from these billions of connected things.
Importantly, the SIGFOX standard ensures low-power usage, which is key to maximising sensors battery life.
Since the launch in November 2016, they have successfully deployed the network across all of South Africas eight major metros and they currently cover over 47% of the population.
The network will exceed 85% of the population by the end of the year.
While the growth of IoT is a given, it is important to ensure that the foundations being laid now are stable and futureproof.
To this end, securing small datas place in the setup remains crucial. It its one small step for data; one giant leap for IoT.
Excerpt from:
Small Data The crucial cog in the IoT ecosystem - MyBroadband
- Green with Envy | How to Spot an Eco-Snob | Part III [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- EcoLogo [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- 5 Ways to Green Your Exercise Routine [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Seed Bombs [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Guerrilla gardening [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Green Your Morning Routine [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Environmental Benefits of Telecommuting [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Safeway Sponsors Portland Community Cleanup [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Electric Vehicle Race [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Portland Bridge Pedal 2009 [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- E-waste in Oregon [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Bike Sharing in Portland [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Bucks for the Bay Challenge [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Drive to Make a Difference with MyMPG [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Bathroom Sprayers - Green your Toilet Routine [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Ubuntu OS can Save Energy [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Green Metropolis, David Owen [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Sustainable Pens: GLO Pens [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- International Day of Climate Action [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Donate to Oregon Toxics Alliance [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Biomass Energy Generation Myths [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Crude The Real Price of Oil | Playing in Portland [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Pictures From 350 Climate Day in Portland [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Arcimoto Electric Vehicles in Oregon [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Urban Rooftop Wind Turbines [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Chromium 6 Emissions from ESCO in Portland [Last Updated On: December 13th, 2009] [Originally Added On: December 13th, 2009]
- Food Inc. Review [Last Updated On: December 19th, 2009] [Originally Added On: December 19th, 2009]
- Making Maps with Google Earth and Google Maps by Shane Bradt of the University of New Hampshire Cooperative Extension [Last Updated On: March 23rd, 2010] [Originally Added On: March 23rd, 2010]
- Demonstration of Miradi 3.1 by Nick Salafsky of Foundations of Success [Last Updated On: March 23rd, 2010] [Originally Added On: March 23rd, 2010]
- Advanced Mashups – KML and the Mapping API by Cary Chadwick of the University of Connecticut Center for Land Use Education and Research [Last Updated On: March 23rd, 2010] [Originally Added On: March 23rd, 2010]
- Demonstration of InVEST by Heather Tallis of the Natural Capital Project [Last Updated On: March 23rd, 2010] [Originally Added On: March 23rd, 2010]
- GIS Maps Online by Emily Wilson of the University of Connecticut Center for Land Use Education and Research [Last Updated On: March 23rd, 2010] [Originally Added On: March 23rd, 2010]
- From ArcGIS to Web Maps: Simple Techniques for Publishing GIS Maps Online by Emily Wilson of the University of Connecticut Center for Land Use Education and Research [Last Updated On: March 25th, 2010] [Originally Added On: March 25th, 2010]
- Demonstration of Marine InVEST by Anne Guerry of the Natural Capital Project [Last Updated On: March 31st, 2010] [Originally Added On: March 31st, 2010]
- Eliminate and Decrease Styrofoam [Last Updated On: March 31st, 2010] [Originally Added On: March 31st, 2010]
- Portland Plans to Spend $600 million on Master Bike Plan [Last Updated On: April 2nd, 2010] [Originally Added On: April 2nd, 2010]
- (Webinar in Spanish) Demostración sobre Vista 2.5 de NatureServe en línea (Webinar) por Ian Varley, Carmen Josse, y Alexandra Sanchez de Lozada de NatureServe. [Last Updated On: April 6th, 2010] [Originally Added On: April 6th, 2010]
- Using and Adding Your Content to Google Ocean by Charlotte Vick, Google Content Manager of Mission Blue [Last Updated On: April 13th, 2010] [Originally Added On: April 13th, 2010]
- End Paper Receipts [Last Updated On: May 1st, 2010] [Originally Added On: May 1st, 2010]
- Demonstration of CanVis by Chris Haynes of NOAA Coastal Services Center [Last Updated On: May 6th, 2010] [Originally Added On: May 6th, 2010]
- Demonstration of HD.gov Web Portal by Jeff Adkins from NOAA Coastal Services Center [Last Updated On: May 13th, 2010] [Originally Added On: May 13th, 2010]
- Demonstration of Ecosystem Assessment and Reporting Tool by Steve Schill of The Nature Conservancy [Last Updated On: May 13th, 2010] [Originally Added On: May 13th, 2010]
- Demonstration of Version 2.0 of the Multipurpose Marine Cadastre by Adam Bode and Brian Smith of NOAA Coastal Services Center [Last Updated On: May 17th, 2010] [Originally Added On: May 17th, 2010]
- CRUDE Filmmakers Subpoenaed by Chevron [Last Updated On: May 22nd, 2010] [Originally Added On: May 22nd, 2010]
- Demonstration of the Digital Coast Coastal Inundation Toolkit by Steph Beard, Jodie Sprayberry and Billy Brooks of NOAA Coastal Services Center [Last Updated On: May 25th, 2010] [Originally Added On: May 25th, 2010]
- Presentation on the Creating Resilient Communities EBM Tool Demonstration Project by Jocelyn Hittle of PlaceMatters [Last Updated On: June 10th, 2010] [Originally Added On: June 10th, 2010]
- Presentation on Economic Data Needed for EBM by Linwood Pendleton of Duke University [Last Updated On: October 11th, 2010] [Originally Added On: October 11th, 2010]
- Recycling Water [Last Updated On: October 16th, 2010] [Originally Added On: October 16th, 2010]
- ODOT Partners with Oregon Toxics Alliance to Reduce Pesticides [Last Updated On: October 17th, 2010] [Originally Added On: October 17th, 2010]
- Goats Hired to Mow Portland Lot [Last Updated On: October 17th, 2010] [Originally Added On: October 17th, 2010]
- A World of Health: Connecting People, Place, and Planet [Last Updated On: October 17th, 2010] [Originally Added On: October 17th, 2010]
- Alternative Recycling Options [Last Updated On: October 17th, 2010] [Originally Added On: October 17th, 2010]
- No More Bullying the Bull Trout [Last Updated On: October 17th, 2010] [Originally Added On: October 17th, 2010]
- 1000+ EV Charging Stations Slated for Oregon I-5 Corridor [Last Updated On: October 17th, 2010] [Originally Added On: October 17th, 2010]
- The Vertical Farm Concept [Last Updated On: October 17th, 2010] [Originally Added On: October 17th, 2010]
- Blog Action Day 2010 | Water [Last Updated On: October 17th, 2010] [Originally Added On: October 17th, 2010]
- Eco Districts [Last Updated On: October 24th, 2010] [Originally Added On: October 24th, 2010]
- Will The Nissan Leaf Thrive? [Last Updated On: October 24th, 2010] [Originally Added On: October 24th, 2010]
- A Green Railroad [Last Updated On: October 24th, 2010] [Originally Added On: October 24th, 2010]
- Biomass is not Oregon's clean-energy future as currently promoted [Last Updated On: October 24th, 2010] [Originally Added On: October 24th, 2010]
- Electrified Parking Spaces [Last Updated On: October 24th, 2010] [Originally Added On: October 24th, 2010]
- Tree Planting [Last Updated On: October 24th, 2010] [Originally Added On: October 24th, 2010]
- Three Tips to Reduce Your Carbon Footprint and Live Longer. [Last Updated On: October 24th, 2010] [Originally Added On: October 24th, 2010]
- Biomass is not Oregon’s clean-energy future as currently promoted [Last Updated On: October 31st, 2010] [Originally Added On: October 31st, 2010]
- Rail~Volution [Last Updated On: October 31st, 2010] [Originally Added On: October 31st, 2010]
- Green Streets Initiative [Last Updated On: October 31st, 2010] [Originally Added On: October 31st, 2010]
- Mayor Kitty Piercy and Envision Eugene [Last Updated On: November 7th, 2010] [Originally Added On: November 7th, 2010]
- The Willamette River Transit Bridge [Last Updated On: November 13th, 2010] [Originally Added On: November 13th, 2010]
- Collaborative Learning and Land Use Tools to Support Community Based Ecosystem Management by Chris Feurt of the Wells National Estuarine Research Reserve [Last Updated On: November 14th, 2010] [Originally Added On: November 14th, 2010]
- Portland Federal Building Begins Green Makeover [Last Updated On: November 14th, 2010] [Originally Added On: November 14th, 2010]
- Vestas’ New HQ in Portland Shoots for LEED Platinum [Last Updated On: November 14th, 2010] [Originally Added On: November 14th, 2010]
- College Degrees to Get You in the Environmental Field [Last Updated On: November 14th, 2010] [Originally Added On: November 14th, 2010]
- Demonstration of openNSPECT, an Open Source Version of the Nonpoint-Source Pollution and Erosion Comparison Tool by Dave Eslinger of NOAA Coastal Services Center [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]
- Demonstration of EMDS by Keith Reynolds of the US Forest Service [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]
- Demonstration of Habitat Priority Planner by Chrissa Waite and Danielle Bamford of NOAA Coastal Services Center [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]
- Presentation on the Coastal Adaptation to Sea Level Rise Tool (COAST) by Sam Merrill of the New England Environmental Finance Center [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]
- Presentation on the Coastal and Marine Ecological Classification Standard by Kathy Goodin of NatureServe [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]
- Demonstration of Coral Reef Scenario Evaluation Tool (CORSET) by Jessica Melbourne-Thomas of the University of Tasmania [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]
- Demonstration of Multi-scale Integrated Models of Ecosystem Services (MIMES) by Roel Boumans and David McNally of AFORDable Futures LLC [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]
- Creating Life in the Desert [Last Updated On: February 14th, 2011] [Originally Added On: February 14th, 2011]