Podcast –Nick Alesandro on Blockchain, Edge, and Cloud Oh My!

Joining us this week is Nick Alesandro, VP of Product at Overclock Labs; creators of The Akash Network.

About Overclock Labs

  • We believe the Cloud should be distributed and decentralized so that no one provider can control the internet.
  • We believe the cloud should be globally fault-tolerant to avoid any single points of failure.
  • We believe the Cloud should be simple, automated, and accessible for all.

About Akash Network

Decentralized protocol for provisioning, scaling and securing cloud workloads: The world’s only on-chain auction marketplace for off-chain container deployments

Highlights

  • 0 min 37 sec: Introduction of Guest
  • 2 min 28 sec: High level description of the technology
    • Cloud centralization is a problem; it needs to be decentralized
    • Take over 100% or a partial amount of a machine added to the cloud network with special CoreOS based system
  • 5 min 13 sec: Akash Network
    • Donate your idle servers into an available system for usage in a cloud managed by Overclock Labs
    • 2 Components – Blockchain for marketplace / Deployment platform
  • 6 min 52 sec: How does marketplace work; who wants to use this network?
    • Focus is on developers who want to use these systems
    • #1 Reason – Cheaper than standard public clouds ; #2 Reason – Its distributed globally not at fixed known sites
  • 10 min 26sec: Blockchain as decentralized ledger to avoid central store
    • Join the infrastructure without a formal registration on a single database; only listening for bids not publishing what they offer
    • History of the infrastructure is public for customers to evaluate
  • 12 min 31 sec: How do I know where I am pushing my workloads? Can I trust the infrastructure provider?
    • Issues arise with receiving workloads that are unknown to you
  • 16 min 38 sec: What do I do to add a rack of servers into Akash network?
    • What you need to do vs what you should do
    • Management Server, Network Isolation, Monitoring
    • Seasonal Load Model ~ Electric Grid Analogy
  • 20 min 23 sec: Identify Geography and Latency to Customers?
  • 21 min 23sec: What do I ensure I am not getting dropped or pulled into a bidding trap?
    • Workload goes down it automates a bid elsewhere in the network
    • Conditions can be set should you need a long running workload and it is terminated by the host
    • Do you expect providers to monitor machines or do you as a service?
  • 27 min 45 sec: Kubernetes Cluster across providers?
    • Kubernetes Federation
    • Why Kubernetes? Writing our own Kubernetes using Kubernetes
  • 31 min 55 sec: Why not do this with Virtual Machines?
    • Containers makes sense
  • 32 min 40 sec: How long have you been working on this project?
    • Why of the project? DISCO → Scheduler
    • Decentralization is the key
    • Can build a private infrastructure using their system
  • 37 min 01 sec: Wrap-Up

Podcast – Syed Zaaem Hosain on Edge, IoT, and Reality

Joining us this week is Syed Zaeem Hosain, CTO and Founder of Aeris from the KeyBanc Emerging Tech Summit.

About Aeris
Aeris is a technology partner with a proven history of helping companies unlock the value of IoT. For more than a decade, we’ve powered critical projects for some of the most demanding customers of IoT services. Aeris strives to fundamentally improve businesses by dramatically reducing costs, accelerating time-to-market, and enabling new revenue streams. Built from the ground up for IoT and globally tested at scale, Aeris IoT Services are based on the broadest technology stack in the industry, spanning connectivity up to vertical solutions. As veterans of the industry, we know that implementing an IoT solution can be complex, and we pride ourselves on making it simpler.

Highlights

  • 0 min 48 sec: Introduction of Guest
  • 1 min 27 sec: Edge is already here for Aeris – Mobile Data Presence
    • Support customers who have a need for long distance data transport over cellular
    • Focused on device connectivity
    • Edge devices will have processing power of their own
  • 4 min 31 sec: Car as Edge Data Center Issues
    • Better to move processing off the car? Cost issue for sending data via cellular
    • Tire Pressure System Example
    • 5G Cost may not be dramatically lower as people expect
  • 7 min 24sec: Can’t Send all Data Back ~ Need Local Machine Learning
    • Great deal of irrelevant data (e.g. Tire pressure)
    • Can send lots of data to train models as well – Airplane example
  • 12 min 04 sec: Dave McCrory Podcast on Airplane Use Case / Data Gravity
    • Security in Data Gathering Algorithms – Must validate the source of data
    • Use of aggregated data to monitor data validity
  • 17 min 11 sec: Sharing of Data in Edge Models
    • Issues with Security, Ownership, etc of data
    • Windshield wipers on cars for weather info
    • Source of data – how participate in money chain?
  • 21 min 45 sec: Billing for Pennies is a Problem
    • Billing systems are in issue to track revenue
    • ROI in IoT space is an open issue
  • 23 min 36 sec: Blockchain can help here?
  • 25 min 21 sec: What is the ROI for adding more devices into IoT model
    • Medical sensors (skin monitoring, pressure points in eye for monitoring)
    • Human privacy is a massive issue in this space
  • 34 min 02 sec: BOOK – Definitive Guide to IoT for Business (Free)
  • 35 min 37 sec: Wrap-Up

Podcast Guest: Syed Zaeem Hosain, CTO and Founder of Aeris

Mr. Hosain is responsible for the architecture and future direction of Aeris’ networks and technology strategy. He joined Aeris in 1996 as Vice President, Engineering and is a member of the founding executive team of Aeris. Mr. Hosain has more than 38 years of experience in the semiconductor, computer, and telecommunications industries, including product development, architecture design, and technical management. Prior to joining Aeris, he held senior engineering and management positions at Analog Devices, Cypress Semiconductor, CAD National, and ESS Technology. Mr. Hosain is Chairman of the International Forum on ANSI‐41 Standards Technology (IFAST) and Chairman of the IoT M2M Council (IMC). He holds a Bachelor of Science degree in Computer Science and Engineering from the Massachusetts Institute of Technology, Cambridge, MA.

Podcast – Val Bercovici on why Lawyers and Insurance Companies drive to good IT Practices

Joining us this week is Val Bercovici, Founder & CEO of PencilDATA at KeyBanc Emerging Tech Summit.

About PencilDATA

PencilDATA is a software-as-a-service startup embracing data governance allowing users to see and manipulate data easily. It achieves this with a blockchain ledger that accounts for all data activity.

Highlights

  • 0 min 48 sec: Introduction from Val Bercovici
  • 4 min 47 sec: What do you use Blockchain for?
    • Core to the value but is just an enabler
  • 5 min 52 sec: Don’t confused Blockchain with ICO/Crypto-currency
    • Blockchain rollouts in 2018 have paused ~ Gartner quote
    • HOMEWORK – Podcast with BlockChain Technology Partners
    • PencilDATA has built the S3 of Blockchains
  • 10 min 08 sec: Blockchain Service or Acting on BC with distributed service?
    • Useful Zero Trust Solution
    • Autonomous Vehicle Taxi Service Use Case
    • Same workflow and processes needed for medical equipment
  • 15 min 59 sec: Why Distributed Ledgers for these Use Cases?
    • Centralized authorities can be a single point of failure
  • 19 min 51 sec: Data security issues around Veracity & Authentication
    • Data poison can train AI poorly
    • Explainable AI ~ Data Reproduce-ability; prove data is valid
  • 25 min 54 sec: Salesforce Use Cases
    • Live on the Salesforce App Exchange
    • Launching at Dreamforce 2018 with Customer References
  • 27 min 18 sec: How PencilDATA provide value to Salesforce Customers?
    • SaaS Turnkey Solution that hides the behind the scenes work
    • Costs for Ethereum usage
  • 37 min 14 sec: Industrial IoT Use Case
  • 37 min 31 sec: Wrap-Up

Podcast Guest: Val Bercovici, Founder & CEO of PencilDATA

Valentin (Val) Bercovici, a longtime NetApp executive and former SolidFire CTO / co-founder at Peritus.ai. Val is now Founder & CEO of PencilDATA – an early leader in Tamper-Proofing Digital Transformation.

Previously, Bercovici led teams driving change across his 19 years with NetApp/SolidFire. Val’s teams have played an integral role in successfully growing the company beyond a pure storage play into the Cloud, Analytics & DevOps eras. Bercovici, a pioneer in the Cloud industry, introduced the first International Cloud Standard to the marketplace as CDMI (ISO INCITS 17826) in 2012 and has several patents granted & pending around data center applications of augmented reality.

Podcast – Ash Young talks Everything in your PC is IoT

Joining us this week is Ash Young, Chief Evangelist of Cachengo and OPNFV Ambassador. Cachengo builds smart, predictive storage for machine learning.

NOTE – We had a microphone problem that is solved at the 9 minute 19 second mark of the podcast. Start there if you find the clicking noise an issue

Highlights

  • 1 min 34 sec: Time to Change Basic Storage Architecture
    • Converged Protocol Appliances & Nothing has changed form early 90s
  • 7 min 8 sec: Sounds like Hadoop?
    • Underlying hardware still used proprietary protocols
  • 9 min 19 sec: Single Drive Cluster – it’s built?
    • 24 Servers and 24 Drives in a 1U ; has done 48 drives
    • Working on a new design for 96 drives in a 1U
  • 11 min 52 sec: Truly a Distributed Storage Array
    • Storage focused microservers
  • 13 min 24 sec: Limitations in Operations with Hardware
    • Hinders Innovation
  • 15 min 40 sec: Lessons Learned on Managing Devices
    • Over-dependence on tunneling protocols requiring full networking (e.g. VPN)
    • Move to peer-to-peer network slicing
  • 17 min 28 sec: Software Defined Networking Topology
    • Introduce devices to each other and get out of the way
  • 18 min 33sec: Every Storage Node is Part of the Network
    • Moves into a world of networking challenges
    • Ipv4 cannot support this model
  • 21 min 06 sec: Networking Magic in the Model
    • Peer to Peer w/ Broker Introduction and then Removal from Traffic
    • Scale out for Edge Computing Requires this New Model
    • 5G Energy Cost Savings are a Must
  • 27 min 28 sec: Issues of Powering On/Off Machines to Save Money
    • Creating a massive array of smaller GPUs for Machine Learning
    • Build a fast, cheap, lower power storage system to get started in the model
  • 34 min 09 sec: Doesn’t fit the model that Edge infrastructure will be Cloud patterned
    • Rob makes a point to listeners to consider various ideas in future Edge infrastructure
  • 36 min 48 sec: State of Open Source?
    • Consortium’s and open source standards
    • Creating the lowest common denominator free thing so competitors can build differentiation on top of it for revenue
    • Not a fan of open core models
  • 41 min 44 sec: Does Open Source include Supporting Implementation?
    • Look at the old WINE project financing
    • You can’t just deploy people onsite for free<
  • 48 min 24 sec: Wrap-Up

Podcast Guest: Ash Young,Chief Evangelist of Cachengo

Technology leader with over 20 years experience, primarily in storage. Created the first open source NAS (network attached storage) stack, the first unified block/file storage stack for Linux, the first storage management software, and the list goes on.

Since 2012, I have been heavily involved in NFV (Network Functions Virtualization). I wrote a bunch of the standards and was editor for the Compute/Storage Domain in the Infrastructure Working Group for NFV. And then I started up the open source effort to close the gaps for achieving our vision of the NFVI. This was the precursor to OPNFV.

The best way to understand what I do is to imagine being a high-level marketing exec who comes up with a whiz bang product and business idea, including business plan, competitive analysis, MRD, everything, but now comes the hand-off with your engineering organization, only to hear a litany of nos. Well, I got tired of being told “No, it can’t be done” or “No, we don’t know how to do it”, so I started doing it myself. I call this skill “Rapid Prototyping”, and over the years I have found it to be a very missing gap in the product development process. When Marketing comes up with ideas, we need a way to very efficiently validate the technology and business concepts before we commit to a lengthy engineering cycle.

I’m just one person, working in a company of over 180,000 people and in a very dynamic industry. My ability to get creative and to influence businesses is never a dull moment; and I will probably be 100 years old and still writing open source software.

DRP v3.11 PROVISIONS WITHOUT REBOOTING

Some features are worth SHOUTING about, so it’s with great pride that I get to announce DRP v3.11.

The latest Digital Rebar release (v3.11) does the impossible: PROVISION WITHOUT REBOOTING.  Combined with image-based deploy and our unique multi-boot workflows, this capability makes server operations 10x faster than traditional net install processes.

But it’s not enough to have a tiny golang utility that can drive any hardware and install any operating system (we added MacOS netboot to this release).   RackN has been adding enterprise integrations to core platforms like Ansible Tower, Terraform, Active Directory, Remedy, Run Book and Logstash.

Oh!  And checkout our open zero-touch, HA Kubernetes installer (KRIB) based on kubeadm.  We just added advanced Helm features for automatic Istio and Rook Ceph examples.

To see more: https://github.com/digitalrebar/provision/releases/tag/v3.11.0

Podcast – Ian Rae talks Cloud, Innovation, and Updates from Google Next 2018

Joining us this week is Ian Rae, CEO and Founder CloudOps who recorded the podcast during the Google Next conference in 2018.

Highlights

  • 1 min 55 sec: Define Cloud from a CloudOps perspective
    • Business Model and an Operations Model
  • 3 min 59 sec: Update from Google Next 2018 event
    • Google is the “Engineer’s Cloud”
    • Google’s approach vs Amazon approach in feature design/release
  • 9 min 55 sec: Early Amazon ~ no easy button
    • Amazon educated the market as industry leader
  • 12 min04 sec: What is the state of Hybrid? Do we need it?
    • Complexity of systems leads to private, public as well as multiple cloud providers
    • Open source enabled workloads to run on various clouds even if the cloud was not designed to support a type of workload
    • Google’s strategy is around open source in the cloud
  • 14 min 12 sec: IBM visibility in open source and cloud market
    • Didn’t build cloud services (e.g. open a ticket to remap a VLAN)
  • 16 min 40 sec: OpenStack tied to compete on service components
    • Couldn’t compete without Product Managers to guide developers
    • Missed last mile between technology and customer
    • Didn’t want to take on the operational aspects of the customer
  • 19 min 31 sec: Is innovation driven from listening to customers vs developers doing what they think is best?
    • OpenStack is seen as legacy as customers look for Cloud Native Infrastructure
    • OpenStack vs Kubernetes install time significance
  • 22 min 44 sec: Google announcement of GKE for on-premises infrastructure
    • Not really On-premise; more like Platform9 for OpenStack
    • GKE solve end user experience and operational challenges to deliver it
  • 26 min 07 sec: Edge IT replaces what is On-Premises IT
    • Bullish on the future with Edge computing
    • 27 min 27 sec: Who delivers control plane for edge?
      • Recommends Open Source in control plan
  • 28 min 29 sec: Current tech hides the infrastructure problems
    • Someone still has to deal with the physical hardware
  • 30 min 53 sec: Commercial driver for rapid Edge adoption
  • 32 min 20 sec: CloudOps building software / next generation of BSS or OSS for telco
    • Meet the needs of the cloud provider for flexibility in generating services with the ability to change the service backend provider
    • Amazon is the new Win32
  • 38 min 07 sec: Can customers install their own software? Will people buy software anymore?
    • Compare payment models from Salesforce and Slack
    • Google allowing customers to run their technology themselves of allow Google to manage it for you
  • 40 min 43 sec: Wrap-Up

Podcast Guest: Ian Rae, CEO and Founder CloudOps

Ian Rae is the founder and CEO of CloudOps, a cloud computing consulting firm that provides multi-cloud solutions for software companies, enterprises and telecommunications providers. Ian is also the founder of cloud.ca, a Canadian cloud infrastructure as a service (IaaS) focused on data residency, privacy and security requirements. He is a partner at Year One Labs, a lean startup incubator, and is the founder of the Centre cloud.ca in Montreal. Prior to clouds, Ian was responsible for engineering at Coradiant, a leader in application performance management.

Podcast – Jason Hoffman on Edge and Joyent Reflections

Joining us this week is Jason Hoffman, CEO MobiledgeX, a startup “creating a global marketplace for organizations to deliver and drive the business of these edge enabled services and products.”

Highlights

  • Joyent – Cloud Computing’s Amiga
  • Technology for You vs Technology for Customer
  • How we Got Here and will Get to Edge
  • Anchoring Edge into Current Needs
  • Humans and Machines Integration – Computer Vision
  • Software and Hardware Support and Aging Issues in House
  • Mixed Reality solves Social issues of Smartphones
  • Reality of Physics in Building the Edge ~ Battery Life is Killer App
  • Network to Data Centric View Switch ~ Edge Data is the S3 of Cloud
  • Lack of Understanding in Early Web Infrastructure vs Email Understanding
  • Lack of Evolution in Hardware Provisioning – Evil Firmware
  • Horrible Parenting Advice

Topic Time (Minutes.Seconds)

Introduction 0.0 – 1.55

Quick History on Joyent 1.55 – 2.54

Is Edge too Early or Right on Time 2.44 – 5.04

How to Jump Start an Edge Market 5.04 – 8.32

Does Edge have its Simple Product Available? 8.32 – 11.13

Understating the Scale of Edge 11.13 – 14.16

Humans and Machines 14.16 – 20.20

Edge Ecosystems in the Home 20.20 – 30.07

Solve Problems with Today’s Tech 30.07 – 32.52

Is Network Everything? 32.52 – 34.27

Reflections on Amazon and Cloud for Edge Creation 34.27 – 39.57

Hardware Remains Stuck in the 80’s 39.57 – 43.19

Wrap Up 43.19 – END

Podcast Guest: Jason Hoffman, CEO MobiledgeX

Jason Hoffman is the Chairman and CEO of MobiledgeX, a Deutsche Telekom subsidiary focused on edge computing. Previously he was a CTO at Ericsson AB and was P&L responsible for their cloud and datacenter infrastructure business. While at Ericsson his group created the world’s first hyperscale, disaggregated system and led the market in the modernization of telecom infrastructure. Prior to Ericsson, he was a founder and the CTO at Joyent (now owned by Samsung), a pioneering high performance cloud IaaS and software provider, where he ran product, engineering, operations and commercial management for a decade. Joyent launched the world’s first container-as-a-service offering in 2004, the most popular asynchronous runtime (node.js) in 2009, the most secure KVM-based VMs in 2009 and the world’s first serverless offering in 2013. He is considered to be one the pioneers of large scale cloud computing, in particular the use of container technologies, asynchronous, high concurrency runtimes and converged server, storage and networking systems. Jason is also an angel investor, strategy and execution advisor, venture and private equity advisor and has served on the boards of companies and foundations.

Jason has a BS and MS from UCLA and a PhD from UCSD. He lives in the Bay Area with his wife and children.

Podcast – VM Brasseur gives the definitive overview of open source challenges

Joining us this week is VM (Vicky) Brasseur from Open Source Initiative.

NEW BOOK

Forge Your Future with Open Source

Build Your Skills. Build Your Network. Build the Future of Technology.

Free and open source is the foundation of software development, and it’s built by people just like you. Discover the fundamental tenets that drive the movement. Take control of your career by selecting the right project to meet your professional goals. Master the language and avoid the pitfalls that typically ensnare new contributors. Join a community of like-minded people and change the world. Programmers, writers, designers, and everyone interested in software will make their mark through free and open source software contributions.

Highlights

  • 1 min 20 sec: Types of Companies Supported
    • Companies don’t know why they want to do open source
  • 3 min 23 sec: Can’t Abandon Software into Community
    • Communities don’t instantly form around your software
  • 4 min 22 sec: Is Marketing “Evil” in Open Source
    • Marketing has become associated with advertising which is invasive
    • 5 min 19 sec: Define Marketing
      • Discovering the needs of the market and build to support it
      • Technologists don’t really understand marketing
    • 6 min 17 sec: Issues of Marketing in Open Source
      • What is your goal in using open source?
  • 8 min 15 sec: Everyone has their own Goal in Open Source
    • There is no bullet point list of how to do open source
  • 9 min 29 sec: Issues of Accessing Projects and Support for Free
    • Open source done a poor job of talking about value being provided
    • People assume big projects are paid for by large companies so they take advantage
    • 13 min 19 sec: Difficult to Tell New User’s End State as Communities Invest in Helping them Learn the Technology
      • Some communities set the bar too high for user participation
      • Open source does a bad job in documentation typically
  • 17 min 9 sec: What about CI/CD Systems?
    • Not a significant issue today in open source for contributors
  • 19 min 21 sec: How help People Build Empathy for Users and Maintainers and Impact when Corporations are involved
  • 21 min 29 sec: How Communities Manage Competitive Companies Working Together
    • Foundations play a key role in managing these issues
    • Open source is not corporate! The vast majority of open source is not corporate based
    • Is there less concern for the tiny project’s vs the large corporate projects?
      • Substantial lack of awareness of this in user community
  • 25 min 04 sec: Price to a Community when a Customer Pulls out and Uses Corporate Version of Solution?
    • Should companies pay for open source software they grab from community?
      • Many ways to contribute other than money
  • 27 min 56 sec: Business Continuity Issues in Open Source
    • Free and open source software needs to be part of business continuity plans
    • Vendor software solutions are equally risky as open source solutions
  • 30 min 36 sec: Define Copyleft
  • 32 min 43 sec: Open Core Model
    • Analogy of a restaurant with more tables than it can serve
    • Proprietary products with open source APIs / SDKs

Podcast Guest: VM (Vicky) Brasseur, Vice President, Open Source Initiative

I’ve spent most of my 20 years in the tech industry leading software development departments and teams, and providing technical management and leadership consulting for small and medium businesses. Now I leverage nearly 30 years of free and open source software experience and a strong business background to advise companies about open source, technology, community, business, and the intersections between them

I am Vice President of the Open Source Initiative. I’m the proud winner of the Perl White Camel Award(2014) and the O’Reilly Open Source Award (2016).

I am a moderator and author for <opensource.com and a frequent and popular speaker at open source conferences and events. I frequently blog about open source, business, and technical management at{anonymous => ‘hash’}

I am the author of Forge Your Future with Open Source, the first book to detail how to contribute to free and open source software projects. Think of it as the missing manual of open source contributions and community participation. The book is published by The Pragmatic Programmers and is now available in an early release beta version. Buy it today and start contributing to free and open source software projects!

Currently I live in lovely Portland, Oregon with my amazing cats,Percy and Nigel. I am not interested in relocating.

If you or your company needs full time, part time, or consulting assistance with open source strategy, implementation, compliance, or community management, please contact me.

Success means putting People and Process above Tech

“I don’t care about the tech – what I really want to hear is how this product fits in our processes and helps our people get more done.”

That was the message my co-founder and I heard from an executive at a major bank last week.  For us, it was both a deja vu and a major relief because we’d just presented at the Cablelabs Summer Showcase about the importance of aligning people, process and technology together. The executive was pleased about how RackN had achieved that balance.

It wasn’t always that way: focusing on usability and simplicity first over features is scary.  

One of the most humbling startup lessons is that making great technology is not about the technology. Showing a 10x (or 100x!) improvement in provisioning speed misses the real problem for IT operators. Happily, we had some great early users who got excited about the vision for simple tooling that we built around Digital Rebar Provision v3.  Equally important was a deeply experienced team who insisted in building great tests, docs and support tooling from day 0.

We are thrilled to watch as new users are able to learn, adopt and grow their use of our open technology with minimal help from RackN.  Even without the 10x performance components RackN has added, they have been able to achieve significant time and automation improvements in their existing operational processes.  That means simpler processes, less IT complexity and more time for solving important problems.

The bank executive wanted the people and process benefits: our job with technology was to enable that first and then get out of the way.  It’s a much harder job than “make it faster” but, ultimately, much more rewarding.

If you’re interested in seeing how we’ve found that balance for bare metal automation, please check out our self-service trial at https://portal.RackN.io or contact us directly at info@rackn.com.

Podcast – Mathew Lodge on Data Science as a Service in 20 Minutes from Scratch

Joining us this week is Mathew Lodge, SVP of Products & Marketing of Anaconda.

About Anaconda

Anaconda Distribution

With over 6 million users, the open source Anaconda Distribution is the fastest and easiest way to do Python and R data science and machine learning on Linux, Windows, and Mac OS X. It’s the industry standard for developing, testing, and training on a single machine.

Anaconda Enterprise 

Anaconda Enterprise is an AI/ML enablement platform that empowers organizations to develop, govern, and automate AI/ML and data science from laptop through training to production. It lets organizations scale from individual data scientists to collaborative teams of thousands, and to go from a single server to thousands of nodes for model training and deployment.

 Highlights

  • 2 min 57 sec: What does Anaconda do?
    • Help data scientists be productive & enterprise AI / Data Science
  • 3 min 36 sec: How do you interact with Anaconda?
    • About 2.5 million downloads a month of Anaconda Distribution
    • Install binary packages for data science to Python
  • 5 min 55 sec: Who are data scientists?
    • Data wrangling and understanding
  • 9 min 12 sec: Data Science as a verb
    • Understand how to turn data into actionable insight
  • 10 min 47 sec: How learn to use the tools? Community!
    • Community around Anaconda open source to share packages, etc
  • 13 min 26 sec: How does Anaconda change as AI/Machine Learning improve?
    • Python is standard language with R close behind for data science
  • 14 min 58 sec: Reproducibility in results
    • 16 min 01 sec: Model training issue?
  • 17 min 16 sec: Parking lot on Sam Charrington’s AI Bias Podcasts
  • 17 min 43 sec: Training models for limited sets of data for reliability in Edge
    • Answer by example of Google ImageNet
    • 20 min 14 sec: Optimizations to reduce processing requirements
      • Hey Siri example on how iPhone works
    • 22 min 03 sec: Do models improve over time? Transfer learning
  • 22 min 30 sec: Accelerative Learning in AI
    • Fashion example of layering learning
    • Issues around lack of data for training
  • 26 min 01 sec: Portability of models via Anaconda
  • 26 min 48 sec: Cloud Native Model of AI (no longer 2004)
    • Moved on from Java and distributed computing to Kubernetes
    • 29 min 05 sec: Giving up data locality (Hadoop) & specialized hardware?
    • 32 min 42 sec: Cloud model gives private and public options
  • 34 min 23 sec: How Anaconda play into the Cloud Native data science model?
    • Data scientists interested in data problems not cloud architecture
    • Data science as a Service
    • Kubernetes & Docker installed for you by Anaconda
  • 38 min 05 sec: WRAP UP
    • Anaconda Con Videos

Podcast Guest: Mathew Lodge, SVP of Products & Marketing of Anaconda

Mathew has well over 20 years’ diverse experience in cloud computing and product leadership. Prior to joining Anaconda, he served as Chief Operating Officer at Weaveworks, the container and microservices networking and management start-up; and previously as Vice President in VMware’s Cloud Services group. At VMware he was co-founder of what became its vCloud Air IaaS service.

Early in his career, Mathew built compilers and distributed systems for projects like the International Space Station, helped connect six countries to the Internet for the first time, and managed a $630m router product line at Cisco. At start-up CPlane he attempted to do SDN 10 years too early. Prior to VMware, Mathew was Senior Director at Symantec in its $1Bn+ information management group.

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