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Are You Thinking About Big Data When Doing IoT? – You Should Be | @ThingsExpo #ML #IoT #M2M #BigData
Based on all estimates by industry analysts and current trends, the IoT is growing at an incredible rate and is here to stay

Are You Thinking About Big Data When Doing IoT? - You Should Be

There is no denying the Internet of Things (IoT) is a hot topic. Gartner positions IoT as being at the peak of the ‘hype cycle.' From a size perspective, these ‘Things' can be anything, from a small sensor to a large appliance, and everything in between. The data transmitted by these devices, for the most part, tends to be small - tiny packets of information destined for consumption and analysis, bringing value to the business.

Is there hype? Yes. As with any new technology, there is always a level of hype involved. Are the data packets involved small? For the most part, yes (there are always exceptions). While both may be true, The Internet of Things is growing at breakneck speed. No matter which analyst you read, the growth predictions are staggering. Gartner predicts that we will hit over 20 billion (with a B) devices by 2020. IHS predicts even larger numbers, with 30 billion by 2020, and over 75 billion devices by 2025. No matter what, that's a lot of devices, and no matter how small the packets, multiplied by the number of devices, that's a lot of data.

It's not the things, it's the data
What I find interesting is that many times the focus of discussion when talking IoT are the devices, the sensors, the hardware itself. The latest Fitbit or smartwatch. The new smart appliances, the new smart or self-driving cars (which are amalgamations of many ‘things'). Yes, those technologies are interesting (okay, fascinating, I will admit, my inner geek loves getting down into the actual technologies), but when we are looking at the world of IoT, we should take a step back, look at the big picture. What value are these devices providing?

What I am about to say may sound like heresy to many. IoT is not about the devices. The devices are not the end goal. The devices are tools, mechanisms, conduits, conduits of information. They provide (and consume) information. Massive amounts of information. A former colleague of mine for years was always fond of saying, ‘Ed, It's all about the data.' In the burgeoning world of IoT that statement identifies the true business value of IoT. Information.

Watching out for potholes
Recently, Ford announced they were testing a pothole detector and alert system for cars. Living in New England, let me tell you, potholes are the bane of a car driver's existence. Many a car ends up in the repair shop during pothole season. Given that, the concept is intriguing. The manufacturer has cameras mounted on the vehicles. The cameras scan the roadway around the vehicle looking for signs of potholes. Image recognition allows it to make this determination. If a pothole is detected, the system will allow the car to avoid hitting the pothole, and thus potential damage to the vehicle.

Now some would say, ‘what does that have to do with big data?' The system is self-contained within the vehicle. To be useful, the system needs to react in near real-time to the situation. It doesn't have time to send all the data back to the cloud for analysis to determine if there is a pothole. Also, what if it loses network connection? All valid points. Let's take a step back, and look at the bigger picture.

  • How does the system recognize a pothole? Image recognition. What does image recognition need? Lots of data about what potholes look like. Machine learning algorithms help it determine if its seeing a pothole, and those algorithms need data to do that.
  • What will be the source of those pothole images? Wouldn't it be useful if images of any potholes the system encounters become part of the source data for the image recognition system to improve its detection? Wouldn't it be useful to provide that back to a central location to improve the algorithms and detection software, which could then be sent back to all the other vehicles to improve their capability?
  • What about all the cars without the system? Wouldn't it be nice if the pothole locations were flagged to the various GPS applications people use so they are aware of the pothole and its location?
  • What about the local public works department? Wouldn't it be nice if they were automatically notified about the new pothole identified so it could be repaired?

Ingestion considerations
Given the importance of the data to the success of any IoT implementation, ingesting that information is critical to the successful implementation.

  • Data Quality - In the world of data, quality has always been an important consideration. Data cleansing and scrubbing is standard practice already in many organizations. It has become critical for IoT implementations. Ingesting dirty data into even the best IoT implementation will bring it to a grinding halt.
  • Data Volume - As I have mentioned already, many times the data packets for an individual device/sensor are small. That being said, multiplied by the sheer number of devices, the volume can quickly overwhelm a network or storage environment if not planned for appropriately. These considerations also must take into account location
  • Data Timeliness - Besides volume, new and timely data is also a consideration. In the pothole example, if the last update was weeks ago, how valid is the location anymore?
  • Data Pedigree - Where did the data come from? Is it a valid source? The pedigree is less important when using internal systems, as the source is well known, but IoT systems, by their nature, frequently will be getting their data from devices and sources outside the normal perimeter. This requires extra effort to ensure you trust the information being consumed.

No technology negates the need for good design and planning
Based on all estimates by industry analysts and current trends, the Internet of Things is growing at an incredible rate and is here to stay. There is a big radar blip of data outside your data center that is not going anywhere. That data provides great value, but also many challenges that need to be taken into consideration. If you are doing IoT and are not looking at Big Data, you are missing an opportunity and business value. As many of my readers have heard me say frequently, no technology negates the need for good design and planning. The Internet of Things and the accompanying Big Data demands it if you are to be successful.

About Ed Featherston
Ed Featherston is VP, Principal Architect at Cloud Technology Partners. He brings 35 years of technology experience in designing, building, and implementing large complex solutions. He has significant expertise in systems integration, Internet/intranet, and cloud technologies. He has delivered projects in various industries, including financial services, pharmacy, government and retail.

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Presentation Slides
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MANN
Splunk

ROWE
IBM Cloud

SKILLERN
Intel

ALLEN
Progress

BENEDICT
Cognizant
Cloud Expo New York All-Star Speakers Include

DE MENO
Commvault

ERWAY
Appneta

OXENHORN
FalconStor

HINCH-
CLIFFE

7Summits

DOYLE
eCube

CHAVES
Pythian

BLOOMBERG
Intellyx

BUGAYENKO
Teamed.io

LAWSON
NewSci

HAFF
RedHat

HOLT
IBM

Jewell
Codenvy

MORGENTHAL
CSC

ARMSTRONG
AppNeta

DWYER
Iron.io

MATSUMURA
Gradle

WARFIELD
Coho

GRECO
Kaazing

PRESLEY
Pythian

LOVELL-TROY
Pythian

ATCHISON
New Relic

BHUSVANE-
SHWARI

Microsoft

GUCCIONE
Keeper

FLOREA
Tintri

KERBY
BMC

RAO
Asurion

BRENTON
CollabNet

SRINIVASAN
Symantec

GALBRAITH
HPE

NEWTON
Alfresco

ROGERS
Anexia

MORRISH
Interoute

TIFFANY
SoftLayer

OSTROVER-
KHYI

Mobidev

LEWIS
Formation
Data

KENDRICK
Isomorphic

REEVES
Datical

WALLER-
STORFER

Dynatrace

CIOT
Progress

MOR
Cloudyn

LEFORT
BMC

ANDERSON
BMC

BRODY
Webair

NIELSEN
Redis Labs

SEHGAL
Tintri

MANN
Splunk

YOO
Fuze

COTY
Alert Logic

LANDA
Kintone

CHOQUETTE
RackN

MARTIN
Security

HURWITZ
Hurwitz & Assc.

Cloud Expo Silicon Valley All-Star Speakers Include

KOWALL
AppDynamics

VAN TUIN
Red Hat

DEMMER
Jut

COHEN
Netflix

MUCHANDI
Red Hat Inc

BORELLO
Sysdig

GILPIN
Conjur

KANADE
Harbinger
Systems

GORBACHEV
Systems
Services Inc.

SUSSMAN
Coalfire

KHAN
Solgeniakhela

CHOKSI
Harbinger
Systems

DE MENO
CommVault

BLOOMBERG
Intellyx

BUGWADIA
Nirmata

COTY
Alert Logic

FLETCHER
Alert Logic

CAUTHRON
NIMBOXX

LYNN
AgilData

WAGNER
Cloudyn

ANAND
Appocito

WEISS
Pythian

BRODY
Webair

JACKSON
Softlayer

DAVIDSON
Juniper

HOFFMAN
Pivotal

VERVAET
HGST

Murthy
CloudRaxak

FRANCISCO
Evolute

LETCHIN
Nexenta

SIMON
JFrog

BONIFAZI
Solgenia

WEISS
ProfitBricks

HOLT
IBM

HANNON
SoftLayer

GALLO
SoftLayer

SAYEGH
Codero

BIMMU
Clouber

SRINIVAS
IBM

CHAVAN
IBM

HEDGES
Clouddata

AHUJA
Cloud

MEINER
Oracle

SWARTZ
Ericsson
Cloud Expo New York All-Star Speakers Included

DE SOUZA
Cisco

POTTER
SafeLogic

ROBINSON
CompTIA

WARUSA
-WITHANA

WSO2 Inc

MEINER
Oracle

CHOU
Microsoft

HARRISON
Tufin

BRUNOZZI
VMware

KIM
MapR

KANE
Dyn

SICULAR
Basho

TURNER
Cloudian

KUMAR
Liaison

ADAMIAK
Liaison

KHAN
Solgenia

BONIFAZI
Solgenia

SUSSMAN
Coalfire

ISAACSON
RMS

LYNN
CodeFutures

HEABERLIN
Windstream

RAMA
MURTHY

Virtusa

BOSTOCK
IndependenceIT

DE MENO
CommVault

GRILLI
Adobe

WILLIAMS
Rancher Labs

CRISWELL
Alert Logic

COTY
Alert Logic

JACOBS
SingleHop

MARAVEI
Cisco

JACKSON
Softlayer

SINGH
IBM

HAZARD
Softlayer

GALLO
Softlayer

TAMASKAR
GENBAND

SUBRA
-MANIAN

Emcien

LEVESQUE
Windstream

IVANOV
StorPool

BLOOMBERG
Intellyx

BUDHANI
Soha

HATHAWAY
IBM Watson

TOLL
ProfitBricks

LANDRY
Microsoft

BEARFIELD
Blue Box

HERITAGE
Akana

PILUSO
SIASMSP

HOLT
IBM Cloudant

SHAN
CTS

PICCININNI
EMC

BRON-
GERSMA

Modulus

PAIGE
CenturyLink

SABHIKHI
Cognitive Scale

MILLS
Green House Data

KATZEN
CenturyLink

SLOPER
CenturyLink

SRINIVAS
EMC

TALREJA
Cisco

GORBACHEV
Systems Services Inc.

COLLISON
Apcera

PRABHU
OpenCrowd

LYNN
CodeFutures

SWARTZ
Ericsson

MOSHENKO
CoreOS

BERMINGHAM
SIOS

WILLIS
Stateless Networks

MURPHY
Gridstore

KHABE
Vicom

NIKOLOV
GetClouder

DIETZE
Windstream

DALRYMPLE
EnterpriseDB

MAZZUCCO
TierPoint

RIVERA
WHOA.com

HERITAGE
Akana

SEYMOUR
6fusion

GIANNETTO
Author

CARTER
IBM

ROGERS
Virtustream
Cloud Expo Silicon Valley All-Star Speakers

TESAR
Microsoft

MICKOS
HP

BHARGAVA
Intel

RILEY
Riverbed

DEVINE
IBM

ISAACSON
CodeFutures

LYNN
HP

HINKLE
Citrix

KHAN
Solgenia

SINGH
Bigdata

BEACH
SendGrid

BOSTOCK
IndependenceIT

DE SOUZA
Cisco

PATTATHIL
Harbinger

O'BRIEN
Aria Systems

BONIFAZI
Solgenia

BIANCO
Solgenia

PROCTOR
NuoDB

DUGGAL
EnterpriseWeb

TEGETHOFF
Appcore

BRUNOZZI
VMware

HICKENS
Parasoft

KLEBANOV
Cisco

PETERS
Esri

GOLDBERG
Vormetric

CUMBER-
LAND

Dimension

ROSENDAHL
Quantum

LOOMIS
Cloudant

BRUNO
StackIQ

HANNON
SoftLayer

JACKSON
SoftLayer

HOCH
Virtustream

KAPADIA
Seagate

PAQUIN
OnLive

TSAI
Innodisk

BARRALL
Connected Data

SHIAH
AgilePoint

SEGIL
Verizon

PODURI
Citrix

COWIE
Dyn

RITTEN-
HOUSE

Cisco

FALLOWS
Kaazing

THYKATTIL
TimeWarner

LEIDUCK
SAP

LYNN
HP

WAGSTAFF
BSQUARE

POLLACK
AOL

KAMARAJU
Vormetric

BARRY
Catbird

MENDEN-
HALL

SUPERNAP

SHAN
KEANE

PLESE
Verizon

BARNUM
Voxox

TURNER
Cloudian

CALDERON
Advanced Systems

AGARWAL
SOA Software

LEE
Quantum

OBEROI
Concurrent, Inc.

HATEM
Verizon

GALEY
Autodesk

CAUTHRON
NIMBOXX

BARSOUM
IBM

GORDON
1Plug

LEWIS
Verizon

YEO
OrionVM

NAKAGAWA
Transparent Cloud Computing

SHIBATA
Transparent Cloud Computing

NATH
GE

GOKCEN
GE

STOICA
Databricks

TANKEL
Pivotal Software



Testimonials
This week I had the pleasure of delivering the opening keynote at Cloud Expo New York. It was amazing to be back in the great city of New York with thousands of cloud enthusiasts eager to learn about the next step on their journey to embracing a cloud-first worldl."
@SteveMar_Msft
General Manager of Window Azure
 
How does Cloud Expo do it every year? Another INCREDIBLE show - our heads are spinning - so fun and informative."
@SOASoftwareInc
 
Thank you @ThingsExpo for such a great event. All of the people we met over the past three days makes us confident IoT has a bright future."
Yasser Khan
CEO of @Cnnct2me
 
One of the best conferences we have attended in a while. Great job, Cloud Expo team! Keep it going."

@Peak_Ten


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Business Executives including CEOs, CMOs, & CIOs , Presidents & SVPs, Directors of Business Development , Directors of IT Operations, Product and Purchasing Managers, IT Managers.

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@CloudExpo Blogs
Artificial Intelligence is the discipline of thinking machines. The field is growing dramatically with the proliferation of high powered computers into homes and businesses and especially with the growing power of smartphones and other mobile devices. Artificial intelligence software is assisting people in most every discipline. The many functions of AI are considered by many to be threatening many human jobs across multiple industries, but others consider it a great producer of jobs since it will help create entirely new industries and free more humans to innovate and create.
The visual model to declarative metadata representation to immutable deployment vision is in essence what SD is all about. The secret to making this approach practical, and thus the key to understanding why SD approaches have become so prevalent, is the word immutable. Once we get an SD approach right, we no longer have to touch the deployed technology whatsoever. Instead, to make a change, update the model and redeploy.
20th Cloud Expo, taking place June 6-8, 2017, at the Javits Center in New York City, NY, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy.
[Opening Scene]: Billy Dean is pacing the office. He’s struggling to keep his delivery trucks at full capacity and on the road. Random breakdowns, unexpected employee absences, and unscheduled truck maintenance are impacting bookings, revenues and ultimately customer satisfaction. He keeps hearing from his business customers how they are leveraging data science to improve their business operations. Billy Dean starts to wonder if data science can help him. As he contemplates what data science can do for him, he slowly drifts off to sleep, and visions of Data Science starts dancing in his head…...
Enterprise architects are increasingly adopting multi-cloud strategies as they seek to utilize existing data center assets, leverage the advantages of cloud computing and avoid cloud vendor lock-in. This requires a globally aware traffic management strategy that can monitor infrastructure health across data centers and end-user experience globally, while responding to control changes and system specification at the speed of today’s DevOps teams. In his session at 20th Cloud Expo, Josh Gray, Chief Architect at Cedexis, will cover strategies for orchestrating global traffic achieving the highest...
@GonzalezCarmen has been ranked the Number One Influencer and @ThingsExpo has been named the Number One Brand in the “M2M 2016: Top 100 Influencers and Brands” by Analytic. Onalytica analyzed tweets over the last 6 months mentioning the keywords M2M OR “Machine to Machine.” They then identified the top 100 most influential brands and individuals leading the discussion on Twitter.
The 20th International Cloud Expo has announced that its Call for Papers is open. Cloud Expo, to be held June 6-8, 2017, at the Javits Center in New York City, brings together Cloud Computing, Big Data, Internet of Things, DevOps, Containers, Microservices and WebRTC to one location. With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportunity. Submit your speaking proposal today!
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo 2016 in New York. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place June 6-8, 2017, at the Javits Center in New York City, New York, is co-located with 20th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The Internet of Things (IoT) is the most profound change in personal and enterp...
In 2016, blockchain technology came close to hitting its peak on Gartner’s annual Hype Cycle, signaling an imminent shift from an emerging, theoretical technology to widespread adoption. Like cloud, big data, and the Internet of Things (IoT) before it, blockchain is the tech industry’s latest Next Big Thing. Analysts and industry experts say it holds immense potential for organizations, but many business leaders don’t yet see a practical application for their operations. While a lot of people know blockchain is the technology behind Bitcoin, Ethereum, and other cryptocurrencies, what about ent...
To more closely examine the variety of ways in which IT departments around the world are integrating cloud services, and the effect hybrid IT has had on their organizations and IT job roles, SolarWinds recently released the SolarWinds IT Trends Report 2017: Portrait of a Hybrid Organization. This annual study consists of survey-based research that explores significant trends, developments, and movements related to and directly affecting IT and IT professionals.
Bert Loomis was a visionary. This general session will highlight how Bert Loomis and people like him inspire us to build great things with small inventions. In their general session at 19th Cloud Expo, Harold Hannon, Architect at IBM Bluemix, and Michael O'Neill, Strategic Business Development at Nvidia, discussed the accelerating pace of AI development and how IBM Cloud and NVIDIA are partnering to bring AI capabilities to "every day," on-demand. They also reviewed two "free infrastructure" programs available to startups and innovators.
Monitoring of Docker environments is challenging. Why? Because each container typically runs a single process, has its own environment, utilizes virtual networks, or has various methods of managing storage. Traditional monitoring solutions take metrics from each server and applications they run. These servers and applications running on them are typically very static, with very long uptimes. Docker deployments are different: a set of containers may run many applications, all sharing the resources of one or more underlying hosts. It's not uncommon for Docker servers to run thousands of short-te...
Serverless is considered the successor to containers. And while it’s heavily promoted as the next great thing, it’s not the best fit for every use case. Understanding the pitfalls and disadvantages of serverless will make it much easier to identify use cases that are a good fit. This post offers some technology perspectives on the maturity of serverless today. First, note how we use the word serverless here. Serverless is a combination of “Function as a Service” (FaaS) and “Platform as a Service” (PaaS). Namely, those categories of cloud services where you don’t know what the servers look like...
Data is an unusual currency; it is not restricted by the same transactional limitations as money or people. In fact, the more that you leverage your data across multiple business use cases, the more valuable it becomes to the organization. And the same can be said about the organization’s analytics. In his session at 19th Cloud Expo, Bill Schmarzo, CTO for the Big Data Practice at Dell EMC, introduced a methodology for capturing, enriching and sharing data (and analytics) across the organization in a “as-a-service” cloud model, and discussed the role that the data lake plays in monetizing the ...
The explosion of new web/cloud/IoT-based applications and the data they generate are transforming our world right before our eyes. In this rush to adopt these new technologies, organizations are often ignoring fundamental questions concerning who owns the data and failing to ask for permission to conduct invasive surveillance of their customers. Organizations that are not transparent about how their systems gather data telemetry without offering shared data ownership risk product rejection, regulatory scrutiny and increasing consumer lack of trust in technology in general.
Multiple data types are pouring into IoT deployments. Data is coming in small packages as well as enormous files and data streams of many sizes. Widespread use of mobile devices adds to the total. In this power panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists will look at the tools and environments that are being put to use in IoT deployments, as well as the team skills a modern enterprise IT shop needs to keep things running, get a handle on all this data, and deliver the analytics that add value.
Is your application too difficult to manage? Do changes take dozens of developers hundreds of hours to execute, and frequently result in downtime across all your site’s functions? It sounds like you have a monolith! A monolith is one of the three main software architectures that define most applications. Whether you’ve intentionally set out to create a monolith or not, it’s worth at least weighing the pros and cons of the different architectural approaches and deciding which one makes the most sense for your applications. The proper design pattern can save your organization time and money, and...
Cloud Expo, Inc. has announced today that Aruna Ravichandran, vice president of DevOps Product and Solutions Marketing at CA Technologies, has been named co-conference chair of DevOps at Cloud Expo 2017. The @DevOpsSummit at Cloud Expo New York will take place on June 6-8, 2017, at the Javits Center in New York City, New York, and @DevOpsSummit at Cloud Expo Silicon Valley will take place Oct. 31-Nov. 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA.
The recent deluge of rains in Northern California have flooded streets, brought down trees and plugged storm sewers. As I was trying to make my way around the neighborhood, I thought of a classroom exercise to help my MBA students to identify the use cases upon which they could focus data and analytics. In this exercise, I’m going to ask my students to pretend that they have been hired by the city to “Optimize Street Maintenance” after these rainstorms.
Whether you are an owner of a thriving small business or a decision maker at an established enterprise, you cannot ignore digital technology. Businesses worldwide are going digital to deliver compelling experiences to customers, which is becoming a key differentiating factor. The rise of social and mobile have increased the discoverability of businesses. Consumers are