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A.L.I.C.E. And Artificial Intelligence Markup Language
A.L.I.C.E. And Artificial Intelligence Markup Language

Hundreds of companies, schools, and other organizations are currently using A.L.I.C.E. and Artificial Intelligence Markup Language (AIML) as the foundation of their chatbots for customer service, educational guidance, Web site help, and most of all, for fun. But let's take a closer look at the open-source chatbot and natural language technology A.L.I.C.E., and the XML language powering it, AIML.

A.L.I.C.E. (Artificial Linguistic Internet Computer Entity) was released by Dr. Richard S. Wallace under the GNU Public License in the hope that it would become the de facto standard in chatbot technology. What makes AIML and its technology promising for both developers and users of chatbots are its simple design, the fact that it serves multiple purposes, and its ability to respond to any device (including VoiceXML browsers).

Dr. Wallace currently releases A.L.I.C.E. in the form of 30,000 categories (which I'll discuss later) hoping that his example will demonstrate that it's as easy to begin writing AIML as it is HTML.

The A.L.I.C.E. 'Core'
Interpreting the AIML core (see Figure 1) requires a pattern-matching engine called Graphmaster and an AIML parser to evaluate the responses. The two modules are interleaved because the AIML response, called a <template>, may contain a callback to the <i>Graphmaster</i> (see Figure 2) through a recursive tag, <srai>.

One feature alone makes A.L.I.C.E. and AIML a much more powerful alternative to both HTML and VoiceXML: the language permits use of a database. The open-source database HypersonicSQL is used in the latest release. This allows a single user to be identified and exposes a number of properties (or predicates) defined by the botmaster. A user property can be any variable that you might associate with an individual user.

While there's some argument that designing and editing such technology can be tedious, the fact that AIML is XML 1.0-based makes room for a number of editors. A popular one is AIMLBuilder 1.0 by Bram Rooijmans that allows easy editing of AIML files to customize your bot and give it a "personality."

AIML 1.0 - Just the Beginning
Many developments are underway in defining the expanded library of AIML, but let's talk about its current state and the five major elements that make up the language. Since it's CVS under an open-source license and an open-source project currently exposed to nearly 300 developers worldwide (much of A.L.I.C.E.'s base is outside the U.S.), anyone can tinker with the "mind" of Dr. Wallace's creation.

I recently visited Dr. Wallace in San Francisco and witnessed a large number of people who have been "fooled" into thinking A.L.I.C.E. is a real human being, a sure sign that Alan Turing's 50-year-old predictions were prophetic.

The Basics
AIML currently makes use of Java, XML, P2P Networking (via SOAP), and JDBC. It can be considered a Gnutella form of knowledge basing but with a twist of personality. Bots can be fun to program and a good introduction to artificial intelligence (AI) in general. Dr. Wallace is a major supporter of open source and the Linux movements and hopes that one day chatting with A.L.I.C.E. will become an operating system in and of itself. Actually, there are ways of using your system on top of A.L.I.C.E., which we'll discuss.

Since I'm the lead developer for the Alicebot.Net project (a networked implementation of A.L.I.C.E.), I have the opportunity of introducing you to some of the elements that make up the wonderful world known as A.L.I.C.E. I recently successfully created A.L.I.C.E. to work with a number of text-to-speech synthesizers and speech-recognition engines (notably Microsoft's SAPI 5.0 and IBM's ViaVoice). Doing this has sparked a lot of interest in the notion that HAL, from 2001: A Space Odyssey, may become more than a fictional character.

Our First AIML Document, Hello World
Let's start by looking at Listing 1, which contains two examples (or categories) that define and show some powerful features in XML language.

Here is a dialog that would occur in a conversation with the bot:

User: Hello.
A.L.I.C.E.: Greetings user! Hello world!

Writing AIML is a world by itself since there's so much you can do with it, but let's examine what happened in the conversation above and explain it a little. When Dr. Wallace designed A.L.I.C.E., he introduced a concept known as Symbolic Reductionism, a format that allows any given sentence to reduce itself to its most basic form. What he might not have realized was that this type of "looping" is also a powerful introduction to speech recognition.

In its present state, AIML has two wildcards, "*" and "_". The former (more commonly referred to as "star") is meant as user input with no match, which is how we are able to "match" our first category. In other words, there were no patterns to effectively match what we entered. "_" is used for prefixes and suffixes of sentences (see Figure 1).

Setting and Getting
The area that allows the greatest flexibility is "setting" and "getting" a user's properties. Most users are commonly identified by an IP, a user/pass, SessionID, or, in the case of VoiceXML, the CallerID. Other interests have been in the area of facial recognition and mic array inputs, but most users are identifiable in some way or another - leaving them room in the built-in database to have their own properties.

The get and set have the common syntax:

<get name="property">default</get>
<set name="property">value</set>

If a property isn't found or doesn't return a value from the database, a default value can be used. In the previous example, if the user's "name" property was known, you would've gotten the following response:

User: Hello.
A.L.I.C.E.: Greetings Jon! Hello world!

Using XML with the database allows great flexibility and ease in assigning values to one particular user who is chatting with A.L.I.C.E..

Thinking and Learning
Probably the most frequent question I get from users and developers is whether A.L.I.C.E. can "learn" and "think" for itself. The answer is yesŠto some extent. A.L.I.C.E. thinks mostly like humans (via setting values - see Figure 2) while learning occurs in the notion of being able to absorb content (AIML, HTML, Text via OCR, Images, etc.). Many of these areas are still unexplored, but the truth is that A.L.I.C.E. can go out onto the network and "learn" about other resources. Keep in mind that this is still being defined and has yet to go through testing and debugging. It's mere speculation at this point that any items within the <learn> tags of AIML means something to A.L.I.C.E., but the goal is to allow A.L.I.C.E. to surf the Web just as we do.

Symbolic Reductionism
When a user attempts to pass on some dialog, the sentences can be long and complex, but, in essence, they may have a single purpose in mind. When A.L.I.C.E. reduces sentences to their simplest forms, it enables developers to focus on what exactly the user is requesting. For example:

HELLO ALICE. CAN YOU PLEASE TELL ME WHAT LINUX IS

From this sentence we can attempt:

<pattern>HELLO <name/> *</pattern>
<template><srai><star/></srai></template>

We have now reduced the input to:

CAN YOU PLEASE TELL ME WHAT LINUX IS

From this sentence we can attempt:

<pattern>CAN YOU PLEASE *</pattern>
<template><srai><star/></srai></template>

We have now reduced the input to:

TELL ME WHAT LINUX IS

From this we can finally attempt:

<pattern>TELL ME WHAT * IS</pattern>
<template><srai>DEFINE <star/></srai></template>

We have now reduced it to its simplest input form:

DEFINE LINUX

If you're thinking this may be a lot of work to start from scratch, you may be right. Dr. Wallace and his collaborators have developed the A.L.I.C.E. personality after more than five years of research. Fortunately, he has released A.L.I.C.E. and its 30,000 categories under GNU Public license for all to share.

When I discovered A.L.I.C.E. about six months ago, I added my own items, such as Database Pooling and JavaScript support (via Mozilla's Rhino). Combined with JavaScript, a developer now has the ability to determine items at runtime rather than static patterns.

That's a basic introduction to the world of A.L.I.C.E., but there's far more to be learned and explored than just chatterbot technology (in fact A.L.I.C.E. is used on the Web site for the Steven Spielberg movie A.I. Artificial Intelligence, and powers Ramona, Ray Kurzweil's artificial intelligence project).

Recently, Dr. Wallace and his collaborators established the A.L.I.C.E. Artificial Intelligence Foundation, a nonprofit corporation, to promote the adoption of A.L.I.C.E. and AIML technology worldwide.

Following the precedents established by other open-source nonprofits, such as the Free Software Foundation, the Apache Foundation, and the Python Foundation, the A.L.I.C.E. A.I. Foundation will protect and preserve the open-source software, making it available to all commercial players equally.

Just be careful the next time you're chatting with someone on the Internet: "someone" may turn out to be an Alicebot.

Acknowledgment
Special thanks to the members of the Alicebot mailing list (alicebot-subscribe@listbot.com) for their continued support of the project.                       .

Resources

  • A.L.I.C.E. AI Foundation: www.alicebot.org
  • The Alicebot.Net AI Project: www.alicebot.net
  • A.I.:Artificial Intelligence: http://aimovie.warnerbros.com
  • AgentLand (Cybelle): www.agentland.com
  • AIML Programming Language: www.alicebot.net/aiml/index.html
  • AIML Builder 1.0 by Bram Rooijmans: www.infobots.nl/Downloads/AIMLBuilder100.zip
  • MacALICE by Joost Van Brug: www.extrapink.com/alicemac
  • Open Source Foundation: www.opensource.org
  • About Jon Baer
    Jon Baer is a Java, Speech, and VoiceXML developer for MTV, Musicphone, Inc., and the lead developer for the Alicebot.Net AI Project. He has been developing wireless application for the past 3 years (including ThinAirMail 1.4 for PalmVII) and is currently working on an open source speech enabled Alicebot browser. Jon recently presented A.L.I.C.E. to the Interactive Telecommunications Program at New York University. He lives in Brooklyn, New York.

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    "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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    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
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    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.

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

    @ThingsExpo Blogs
    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...
    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.
    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...
    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...
    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...