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The Human Body and @Cisco's #DataCenter Automation | @CloudExpo #AI #ML
How self-defense and self-healing capabilities of our human body is similar to firewalls and intelligent monitoring capabilities

Disclaimer : I am an IT guy and my knowledge on human body is limited to my daughter's high school biology class book and information obtained from search engines. So, excuse me if any of the information below is not represented accurately !

The human body is the most complex machine ever created. With a complex network of interconnected organs, millions of cells and the most advanced processor, human body is the most automated system in this planet. In this article, we will draw comparisons between the working of a human body to that of a data center. We will learn how self-defense and self-healing capabilities of our human body is similar to firewalls and intelligent monitoring capabilities in our data centers. We will draw parallels between human body automation to data center automation and explain different levels of automation we need to drive in data centers. This article is divided into four parts covering each of body main functions and drawing parallels on automation

Have you ever felt sick? How do you figure out that you are going to get sick and you need to call it a day. Can you control how fast your heart should beat or can you control your breath as per your wish? Human body is the most automated system we have in the entire universe. It's the most advance machine with the fastest microprocessor and a lightning network which powers us every day. There is lot to learn on how the architect of our body has designed our body and how using the same design principals we should automate the data center of the future.

Human body compare

The fundamental principal of automation is to use the data to do intelligent analytics that enables us to take action. When we are about to fell sick, our body gives us some indicators (alerts) which tells us things are not going per plan and we need to take action. Such indicators can be in the form of developing fever or chills, feeling cold, or having pain. Once we get these alerts either we take action, i.e., take medication or we let our body self-heal if the alert is not to worry about, e.g., a small cut.

Our body like our systems (compute, network, etc.) have a way to read these alerts and take appropriate actions. In addition, our body has tremendous and most advance security system always working to defend ourselves from various malicious attacks!  An example when the virus strikes the human body, it attacks the body cellular structure and begins to destroy it. Our body defense mechanism immediately sends white blood cells to attacks the invading virus and tries to destroys it. All this happens 24x7 and without us telling our body to do so! If the body fails to defend on its own then it gives signals to help it out and that is when we either go to a doctor to get us some medicine or take some other external remedies to help our body. Now imagine if we can develop similar advanced security system to defend our data centers from all the attacks. There are several things we can learn from how our body works and incorporate the same in creating highly automated data center of the future. Let's examine each of the body systems and how we can leverage it for our benefit. While this is not biology lesson it is time to go back to your school days.

The Immune System
This is perhaps the most intelligent and automated system in our body and most relevant to the way we should automate our data center security. Our immune (security) system is a collection of structures and processes who job is to protect against disease or other potentially damaging foreign bodies.  These diseases and/or foreign bodies is equivalent to virus, malware or other type of security threats we see in our data center.  Our immune system consists of various parts (hardware) and systems (software) which allows our body to self-defend and self-heal against attacks, which happens 24x7.

Immune

Image courtesy:Flexablog.com

There are six main components of our immune system.

  1. Lymph Nodes: This is a small bean shape structures that produce and store cells to fight infection and diseases. Lymph nodes contains lymph, a clear liquid that carries those cells to various parts of our body.
  2. Spleen: This is located on your left-hand side of your body under your ribs and above your stomach. The spleen contains white blood cells that fight infection
  3. Bone-Marrow: The yellow tissue in the center of bones that produced white blood cells
  4. Lymphocytes: These small white blood cells play a large role in defending the body against disease. The two types of lymphocytes are B-cells, which make antibodies that attack bacteria and toxins, and T-cells, which help destroy infected or cancerous cells
  5. Thymus: Responsible to trigger and maintain production of antibodies
  6. Leukocytes: These are disease fighting white blood cells that identifies and eliminates pathogens

Together all the above components make up our immune system. Think these of various security devices like physical access card readers, firewalls, anti-virus software, anti-spam and other security mechanism we deploy in our data center. The immune system can be further divided in two systems.

The Innate Immune System
The innate immune response is the first step in protecting our bodies from foreign particles. It is an immediate response that's "hard-wired" into our immune system. It's a generalized system which protects against any type of virus attacks and not tied to specific immunity. For example, general barriers to infection include:

  • Physical (skin, mucous, tears, saliva, and stomach acid)
  • Chemical (specific proteins found in tears or saliva that attack foreign particles)
  • Biological (microbiota or good bacteria in the gut that prevents overgrowth of bad bacteria)

The innate immune system is general i.e. anything that is identified as a foreign or non-self becomes target for the innate immune system

The Adaptive Immune Response
The innate immune response leads to the pathogen-specific adaptive immune response. While this response is more effective, it takes time to develop-generally about a week after the infection has occurred. This system is called adaptive because it's a self-learning system which adapts itself to new threats and creates a self-defense mechanism to neutralize such threats in the future much faster. A good example we all know from birth is vaccinations. We are injected with a weakened or dead virus to enable our body learn on how to defend against a particular type of virus. Our body then remembers this all its life and protects us 24x7 from this particular virus.

Thus, the immune system is both reactive and adaptive. It reacts when a pathogen enters our body to neutralizes it, it also is constantly learning and adapting to new threats. It's also intelligent to know what is self - Anything naturally in the body, e.g., our own cells to non-self-Anything that is not naturally present in the body. The system also is a quick reacting system and has inbuilt messaging system which passes signal from one cell to another to act on incoming threat all at lightning speed. In addition, its layered security system with multiple types of cells playing particular role to defend. While some cells are located at the entry point of our body like mouth, nose, ear, etc., and act as security guards, others are located in our circulatory systems or in our bone marrow and gets released as and when required.

Enough of biology. Let's get into our IT world. Imagine our data center having similar innate and adaptive capabilities. The innate or generalized security systems are our firewalls, emails scanners etc. which can neutralize generalized threats in our data center. They are not tied to specific threats like DoS or Dirty cow type OS vulnerability. These systems are continuously watching for any threats and neutralizes once they find known and familiar threats. E.g. email spam filters, anti-virus software, etc.  Much like our body has physical, chemical and biological defense layers, our data center needs to have different security layers to product us from various types of attacks. At a minimum, we four level of security in our DC. Physical security (Access card readers, Security guards), network security (DNS, DMZ/Internal, Firewalls), component level (Compute, Storage) and application level (email, OS, Java, Oracle, etc.). There are lot of technologies available today which provides various layers of security including those provide by industry leaders like Cisco.

While we have innate defense capabilities, what we need to protect us against increasing sophistication of attacks is the adaptive self-defense capabilities. The system should self-learn various signatures and patterns from past attacks and can automatically create self-healing code (white blood cells) to defend against new threats. In other words, systems should be able to self-heal itself. Such a system will create new defense signatures based on previous attacks and adapt to new type of attacks.

Humans intervene only when the system fails to do its job. Let's take an example. Let us assume a new type of virus is released, it's an enhanced version of previously known virus, so the signature is different. If the virus pattern is not known, humans have to develop anti-virus signatures and then update anti-virus software to fix the exposure. This is like taking an external dose of antibiotics to heal your body. This can take days if not weeks to get the updated software from vendor and apply it across all vulnerable systems. Now what if we have systems in the future which can create required antibiotics on its own and try to fix the exposure? Such systems much like our body learns from previous attacks, modify its current software to adapt to new threat and tries to defend itself all without human intervention! Seems unreal. Our body is capable for doing this with to do this with 75% or more success rate. Can we aim for 80%?

Another capability we need in our data center is the self-healing capability. Much like how a human body detects abnormalities in the human body and attacks the problem without asking for your permission J, data center security mechanism as well as fault detection system should work in similar way. Imagine your body waiting for your instruction to defend from invading virus!! What if you were sleeping. When an abnormality is detected in the data center, we need to act immediately. Today, while many of data center security products are designed to detect malicious attacks and take appropriate action without human intervention, we need to extend this inside every component (compute/storage/network) in the data center. We should have intelligence at every layer to protect against increasing form of attacks and everything needs to be connected together. An end point device which detected a threat can alert all the security components at all layers about incoming threat. Each system notifies other systems on the status of threat and there is constant communication between fire-walls, compute, storage system based on type and level of attack.

As an example, imagine we discover a new super critical vulnerability in our operating system which allows an authorized user to get root privileges. Today in most enterprises it takes weeks if not days to detect and remediate the vulnerability. In tomorrow's world system should be smart enough to take detect such gaps and apply the fix immediately. Why wait when we know waiting can have adverse impact on our business and yes did I mentioned it should be done without downtime to business. After all your body does not need downtime to fix YOU.

To summarize we need following capabilities for our data center security

  1. Multi-layered inter-connected security system. There should be common messaging bus between different infrastructure components to detect and notify status of threats
  2. Should be both innate and adaptive to react to different type of threats
  3. Self-learning with self-healing capabilities.  Should continuous learn and adapt to new threats
  4. Ability to react at the speed of light

In the next article, we will focus on the body's nervous system, which is the most complex but also the most intelligent sensor system in the planet.

Until next time....

About Ashish Nanjiani
Ashish Nanjiani is a Senior IT Manager within Cisco IT managing Cisco worldwide IT data centers as an operations manager. With 20 years of IT experience, he is an expert in data center operations and automation. He has spoken in many inter-company events on data center automation and helps IT professionals digitize their IT operations. He is also an entrepreneur and has been successfully running a website business for 10+ years.

Ashish holds a Bachelor of Science degree in Electrical and Electronics and a Masters in Business Administration. He is a certified PMP, Scrum master. He is married and has two lovely daughters. He enjoys playing with technology during his free time. ashish.nanjiani@gmail.com

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Digital Transformation (DX) is not a "one-size-fits all" strategy. Each organization needs to develop its own unique, long-term DX plan. It must do so by realizing that we now live in a data-driven age, and that technologies such as Cloud Computing, Big Data, the IoT, Cognitive Computing, and Blockchain are only tools. In her general session at 21st Cloud Expo, Rebecca Wanta explained how the strategy must focus on DX and include a commitment from top management to create great IT jobs, monitor ...
"Cloud Academy is an enterprise training platform for the cloud, specifically public clouds. We offer guided learning experiences on AWS, Azure, Google Cloud and all the surrounding methodologies and technologies that you need to know and your teams need to know in order to leverage the full benefits of the cloud," explained Alex Brower, VP of Marketing at Cloud Academy, in this SYS-CON.tv interview at 21st Cloud Expo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clar...
The IoT Will Grow: In what might be the most obvious prediction of the decade, the IoT will continue to expand next year, with more and more devices coming online every single day. What isn’t so obvious about this prediction: where that growth will occur. The retail, healthcare, and industrial/supply chain industries will likely see the greatest growth. Forrester Research has predicted the IoT will become “the backbone” of customer value as it continues to grow. It is no surprise that retail is ...

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Internet of Things at Cloud Expo
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[June 5 - 7 2018]


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Sponsorship opportunities are now open for Internet of Things at Cloud Expo 2018 New York, taking place June 5-7, at the Javits Center in New York, NY, and Internet of Things at Cloud Expo 2018 Silicon Valley, November 6-8, at the Santa Clara Convention Center in Santa Clara, CA. For sponsorship, exhibit opportunities and show prospectus, please contact Carmen Gonzalez, carmen (at) sys-con.com.



@ThingsExpo Silicon Valley All-Star Speakers Include

MATTHIEU
Octoblu

MAHADEV
Cisco

MCCARTHY
Bsquare

FELICIANO
AMDG

PAUL
VenueNext

SMITH
Eviot

BEAMER
goTraverse

GETTENS
goTraverse

CHAMBLISS
ReadyTalk

HERBERTS
Cityzen Data

REITBAUER
Dynatrace

WILLIAM-
SON

Cloud
Computing

SCHMARZO
EMC

WOOD
VeloCloud

WALLGREN
Electric Cloud

VARAN-
NATH

GE

SRIDHARA-
BALAN

Pulzze

METRIC
Linux

MONTES
Iced

ARIOLA
Parasoft

HOLT
Daitan

CUNNING-
HAM

ReadyTalk

BEDRO-
SIAN

Cypress

NAMIE
Cisco

NAKA-
GAWA

Transparent
Cloud

SHIBATA
Transparent
Cloud

BOYD
Neo4j

VANDER-
MINDEN

Flatiron
Strategies

JAME-
NSKY

Embotics

KOCHER
Grey Heron

SPROULE
Metavine

BLACK
SQLstream

WARD
DWE

MILLER
Covisint

EVAVOLD
Covisint

MEINER
Oracle

MEEHAN
Esri

WITECK
Citrix

LIANG
Rancher Labs

BUTLER
Tego

ROWE
IBM Cloud

SKILLERN
Intel

SMITH
Numerex
@ThingsExpo New York All-Star Speakers Include

CLELAND
HGST

VASILIOU
Catchpoint

WALLGREN
Electric Cloud

HINCH-
CLIFFE

7Summits

DE SOUZA
Cisco

RANDALL
Gartner

ARMSTRONG
AppNeta

SMALLTREE
Cazena

MCCARTHY
Bsquare

DELOACH
Infobright

QUINT
Ontegrity

MALAUCHLAN
Buddy Platform

PALIOTTA
Vector

MITRA
Cognizant

KOCHER
Grey Heron

PAPDO
POULOS

Cloud9

HARLAN
Two Bulls

GOLO
SHUBIN

Bit6

PROIETTI
Location
Smart

MARTIN
nfrastructure

MOULINE
Everbridge

MARSH
Blue Pillar

PARKS
SecureRF

PEROTTI
Plantronics

HOFFMAN
EastBanc

WATSON
Trendalyze

BENSONOFF
Unigma

SHAN
CTS

MATTELA
Redpine

GILLEN
Spark
Coginition

SOLT
Netvibes

BERNARDO
GE Digital

ROMANSKY
TrustPoint

BEAMER
GoTransverse

LESTER
LogMeIn

PONO
-MAREVA

Google

SINGH
Sencha

CALKINS
Amadeus

KLEIN
Rachio

HOASIN
Aeris

SARKARIA
PHEMI

SPROULE
Metavine

SNELL
Intel

LEVINE
CytexOne

ALLEN
Freewave

MCCALLUM
Falconstor

HYEDT
Seamless

@ThingsExpo Silicon Valley All-Star Speakers Include

SCHULZ
Luxoft

TAMBURINI
Autodesk

MCCARTHY
Bsquare

THURAI
SaneIoT

TURNER
Cloudian

ENDO
Intrepid

NAKAGAWA
Transparent

SHIBATA
Transparent

LEVANT-LEVI
testRTC

VARAN NATH
GE

COOPER
M2Mi

SENAY
Teletax

SKEEN
Vitria

KOCHER
Grey Heron

GREENE
PubNub

MAGUIRE
HP

MATTHIEU
Octoblu

STEINER-JOVIC
AweSense

LYNN
AgilData

HEDGES
Cloudata

DUFOUR
Webroot

ROBERTS
Platform

JONES
Deep

PFEIFFER
NICTA

NIELSEN
Redis

PAOLALANTORIO
DataArchon

KAHN
Solgenia

LOPEZ
Kurento

KIM
MapR

BROMHEAD
Instaclustr

LEVINE
CytexOne

BONIFAZI
Solgenia

GORBACHEV
Intelligent
Systems

THYKATTIL
Navisite

TRELOAR
Bebaio

SIVARAMA-
KRISHNAN

Red Hat
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


Who Should Attend?
Senior Technologists including CIOs, CTOs & Vps of Technology, Chief Systems Engineers, IT Directors and Managers, Network and Storage Managers, Enterprise Architects, Communications and Networking Specialists, Directors of Infrastructure.

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

Download Cloud Expo Show Guide
Cloud Expo Show Guide
Download PDF

Join Us as a Media Partner - Together We Can Rock the IT World!
SYS-CON Media has a flourishing Media Partner program in which mutually beneficial promotion and benefits are arranged between our own leading Enterprise IT portals and events and those of our partners.

If you would like to participate, please provide us with details of your website/s and event/s or your organization and please include basic audience demographics as well as relevant metrics such as ave. page views per month.

To get involved, email Lissette Mercado at lissette@sys-con.com.

@ThingsExpo Blogs
It took Magellan's crew three years sailing ships to circumnavigate the earth. Today, at hypersonic speeds of 7,680 MPH, it takes just over three hours to circumnavigate the earth. Data on the Internet, however, travels at 670 million MPH, which means it only takes milliseconds to circumnavigate the earth. In this age of digital businesses and digital interactions, companies must digitally transform to work effectively in a world where mass information moves at these unimaginable speeds.
Coca-Cola’s Google powered digital signage system lays the groundwork for a more valuable connection between Coke and its customers. Digital signs pair software with high-resolution displays so that a message can be changed instantly based on what the operator wants to communicate or sell. In their Day 3 Keynote at 21st Cloud Expo, Greg Chambers, Global Group Director, Digital Innovation, Coca-Cola, and Vidya Nagarajan, a Senior Product Manager at Google, discussed how from store operations and optimization to employee training and insights, all ultimately create the best customer experience b...
Blockchain. A day doesn’t seem to go by without seeing articles and discussions about the technology. According to PwC executive Seamus Cushley, approximately $1.4B has been invested in blockchain just last year. In Gartner’s recent hype cycle for emerging technologies, blockchain is approaching the peak. It is considered by Gartner as one of the ‘Key platform-enabling technologies to track.’ While there is a lot of ‘hype vs reality’ discussions going on, there is no arguing that blockchain is being taken very seriously across industries and cannot be ignored.
"IBM is really all in on blockchain. We take a look at sort of the history of blockchain ledger technologies. It started out with bitcoin, Ethereum, and IBM evaluated these particular blockchain technologies and found they were anonymous and permissionless and that many companies were looking for permissioned blockchain," stated René Bostic, Technical VP of the IBM Cloud Unit in North America, in this SYS-CON.tv interview at 21st Cloud Expo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA.
A strange thing is happening along the way to the Internet of Things, namely far too many devices to work with and manage. It has become clear that we'll need much higher efficiency user experiences that can allow us to more easily and scalably work with the thousands of devices that will soon be in each of our lives. Enter the conversational interface revolution, combining bots we can literally talk with, gesture to, and even direct with our thoughts, with embedded artificial intelligence, which can process our conversational commands and orchestrate the outcomes we request across our persona...
Blockchain is a shared, secure record of exchange that establishes trust, accountability and transparency across business networks. Supported by the Linux Foundation's open source, open-standards based Hyperledger Project, Blockchain has the potential to improve regulatory compliance, reduce cost as well as advance trade. Are you curious about how Blockchain is built for business? In her session at 21st Cloud Expo, René Bostic, Technical VP of the IBM Cloud Unit in North America, discussed the basics of Blockchain, previewed the Blockchain Reference Architecture, and introduced the mechanics o...
Imagine if you will, a retail floor so densely packed with sensors that they can pick up the movements of insects scurrying across a store aisle. Or a component of a piece of factory equipment so well-instrumented that its digital twin provides resolution down to the micrometer.
Bitcoins are a digital cryptocurrency and have been around since 2009. As a substitute for legal tender, they are becoming the rage for investors and others but because there is no government agency auditing or performing regulatory oversights, you wonder if it is the perfect breeding ground for electronic nano crime. Since the introduction of the Bitcoin, some competitors have emerged and the whole segment of cryptocurrencies are defined as Altcoins. Altcoins include Dogecoin, Ethereum Feathercoin, Litecoin, Novacoin, Peercoin, and Zetacoin. Some of these cryptocurrencies are considered impro...
When shopping for a new data processing platform for IoT solutions, many development teams want to be able to test-drive options before making a choice. Yet when evaluating an IoT solution, it’s simply not feasible to do so at scale with physical devices. Building a sensor simulator is the next best choice; however, generating a realistic simulation at very high TPS with ease of configurability is a formidable challenge. When dealing with multiple application or transport protocols, you would be looking at some significant engineering investment. On-demand, serverless computing enables deve...
From manual human effort the world is slowly paving its way to a new space where most process are getting replaced with tools and systems to improve efficiency and bring down operational costs. Automation is the next big thing and low code platforms are fueling it in a significant way. The Automation era is here. We are in the fast pace of replacing manual human efforts with machines and processes. In the world of Information Technology too, we are linking disparate systems, softwares and tools to make things self sustaining. This is called Automation.It has been helping companies overcome t...
By 2020, 90 percent of all new cars will have some sort of built-in connectivity platform, and by 2022, there will be 1.8 billion automotive M2M connections. As cars join the Internet of Things, cars will stop being independent entities and will become part of a larger, connected ecosystem. Cars as part of the IoT isn’t just a look into the future – it’s already happening. “Everything that moves will become autonomic, it’s just a matter of time,” says Vishnu Andhare, Consulting Manager at ISG. Andhare notes that all of the big automotive players are already moving towards a future of shared m...
Decentralization of everything, the great new idea of which the web can’t stop babbling, might still seem a bit utopian if you inspect it closely. Yes, blockchains are likely to reshape our economy, or a huge part of it, and benefit considerably those who are currently unbanked. They might also facilitate the creation of rating/reputation systems that are not controlled by any single entity and thus allow people (say Uber drivers who’d like to work for Lyft) to switch employers without having to establish their credibility anew. They might give users complete control over their assets; prot...
There is a fundamental flaw in how many people think about digital transformation. First, as we’ve written about extensively at Intellyx, people tend to think about it as a finite corporate project, rather than as a process of continual transformation. There is a deeper flaw in thinking, however, that leads to this type of project mentality. Enterprise leaders commonly think of transformation as something done at a corporate level — something the organization does to itself. But that mindset creates a separation between the act of transformation at an organizational level and the transformatio...
These days, APIs have become an integral part of the digital transformation journey for all enterprises. Every digital innovation story is connected to APIs . But have you ever pondered over to know what are the source of these APIs? Let me explain - APIs sources can be varied, internal or external, solving different purposes, but mostly categorized into the following two categories. Data lakes is a term used to represent disconnected but relevant data that are used by various business units within an enterprise. APIs are created as the easy access points for these siloed data lakes.
We are given a desktop platform with Java 8 or Java 9 installed and seek to find a way to deploy high-performance Java applications that use Java 3D and/or Jogl without having to run an installer. We are subject to the constraint that the applications be signed and deployed so that they can be run in a trusted environment (i.e., outside of the sandbox). Further, we seek to do this in a way that does not depend on bundling a JRE with our applications, as this makes downloads and installations rather long.
There is a story emerging about the role the Internet of Things (IoT) has played in disaster preparedness. Indeed this technology has matured to the point that it is making a real and measurable impact in helping communities prepare for, respond to, and recover from disaster.
AI technology is ever evolving and some believe it could be the next digital frontier. Today, the artificial intelligence revolution seems to be transforming every business in just about every industry from auto to banking to retail and beyond. The gaming industry is no exception.
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.
There is a war a-brewin’, but this war will be fought with wits and not brute strength. Ever since Russian President Vladimir Putin’s declaration that “the nation that leads in AI (Artificial Intelligence) will be the ruler of the world,” the press and analysts have created hysteria regarding the ramifications of artificial intelligence on everything from public education to unemployment to healthcare to Skynet. Note: artificial intelligence (AI) endows applications with the ability to automatically learn and adapt from experience via interacting with the surroundings / environment. See the b...
A strong declaration from a historically antagonist foe should put chills in the hearts of Americans preparing themselves for the world ahead: Russian President Vladimir Putin says the nation that leads in AI will be the ruler of the world [1]” … The ruler of the world! From the article (with some modification to avoid political landmines), we get the following: “The development of artificial intelligence has increasingly become a national security concern in recent years. It is China and the US (not Russia), which are seen as the two frontrunners, with China recently announcing its ambi...