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Download Slide Deck: ▸ Here
Download Slide Deck: ▸ Here
Building Open Source IoT Ecosystems
Widespread fragmentation is stalling the growth of the IIoT and making it
difficult for partners to work together. The number of software platforms,
apps, hardware and connectivity standards is creating paralysis among
businesses that are afraid of being locked into a solution.
EdgeX Foundry is unifying the community around a common IoT edge framework
and an ecosystem of interoperable components.
Download Slide Deck: ▸ Here
In his session at @ThingsExpo, Jim White, Distinguished Engineer at Dell EMC,
discussed best practices for bringing traditional competitors together and
provide examples of how the framework fits with existing connectivity
standards with interoperable components to simplify development and
deployment of IoT solutions across a wide variety of use cases.
... (more)
SYS-CON Events announced today that Evatronix will exhibit at SYS-CON's 21st
International Cloud Expo®, which will take place on Oct 31 - Nov 2, 2017, at
the Santa Clara Convention Center in Santa Clara, CA.
Evatronix SA offers comprehensive solutions in the design and implementation
of electronic systems, in CAD / CAM deployment, and also is a designer and
manufacturer of advanced 3D scanners for professional applications.
For more information, please visit http://evatronix.com.
"Evatronix provides design services to companies that need to integrate the
IoT technology in their products but they don't necessarily have the
expertise, knowledge and design team to do so," explained Adam Morawiec, VP
of Business Development at Evatronix, in this SYS-CON.tv interview
at @ThingsExpo, held Oct 31 - Nov 2, 2017, at the Santa Clara Convention
Center in Santa Clara, CA.
21... (more)
Build It, Buy It, or Open Source: The Software Dilemma
By Matt Watson
One problem that all developers and companies struggle with is trying to
decide if they should "build it" or "buy it". Software developers love to
build things. That is what we do! Their natural reaction tends to lean
towards building things. We are also always up for a new challenge.
How do you know when you should build software or buy it?
There are very good reasons for building or buying software. There are also
good reasons to use open source projects, which is a third option!
Some things you never want to build
I started my last company in 2003. In the early days of that company, I
decided that it was easy enough to store customer credit card numbers in a
database table and process them via Authorize.net. Simple stuff, right?
Billing systems always seem simple. Until you have to figure out how to... (more)
MongoDB, an open-source document store and most popular NoSQL database on the
market today, offers a variety of advanced features to administer security
over your MongoDB deployments. In this tutorial post, we're going to show
you how to set up role-based access control (RBAC) to manage user access
across your MongoDB systems for reIndex, mongodump and mongorestore.
If you're the administrator of your MongoDB databases, you've likely received
requests to provide an individual user with the capabilities to perform
a certain action(s). MongoDB's security features are fairly mature now,
and allow you to create and assign very granular role-based access
control.
We're going to walk through an example of granting a user the specific
privilege of performing the reIndex action in a step-by-step approach through
its resolution. Before we demonstrate how to perform this comm... (more)
Building Open Source IoT Ecosystems
Widespread fragmentation is stalling the growth of the IIoT and making it
difficult for partners to work together. The number of software platforms,
apps, hardware and connectivity standards is creating paralysis among
businesses that are afraid of being locked into a solution.
EdgeX Foundry is unifying the community around a common IoT edge framework
and an ecosystem of interoperable components.
In his session at @ThingsExpo, Jim White, Distinguished Engineer at Dell EMC,
will discuss best practices for bringing traditional competitors together and
provide examples of how the framework fits with existing connectivity
standards with interoperable components to simplify development and
deployment of IoT solutions across a wide variety of use cases.
Speaker Bio
Jim White is a member of the EdgeX Foundry Technical Steering Committee an... (more)
I have been a little bit stubborn on my concession that cloud computing is
really going to be the wave of the future. Though lately I have been playing
with a lot of cloud related technologies and am hooked. Spin up 10 (or 100)
Linux servers in a minute from a web page with no real systems management
skills and then you start seeing the power of cloud computing. As I try to
get smarter on cloud computing I compiled the following list of resources
that I have found helpful. If you have a great cloud resource please feel
free to let me know what I am missing on.
Cloud and Virtualization Guides and Whitepapers Ars Technica Guide to
Virtualization: Part I – From 2008 but still a decent primer on
virtualizaton The Ars Technica Guide to I/O Virtualization – From February
2010 very nice thorough intro to I/O virutalizaiton A Guide to Getting
Started with Cloud Computing... (more)
Unveiling 2801 NE 36th Street, Lighthouse Point, FL.
Zillow Debut ▸ http://u.zillow.com/p2u8jt/
Brand new "pre-construction" chic modern deepwater estate sited on 90+/- feet
of waterfrontage on the wide T South Grand Canal by prestigious Strauss
Construction and noted architect Randall Stofft.
Awe-inspiring views down the waterway from every major room including a
gourmet chef's kitchen and luxurious master suite with his/hers spa-baths.
Resort-style infinity-edge pool with spa and lanai with fireplace for
entertaining. Enjoy yacht dockage off the ICWW and minutes to the Hillsboro
Inlet. Completion Early 2019.
Video and photo credits by Kevin Kreutzfeld, Premier Estate Properties
866.221.3699 (estate agent)
FACTS Baths: 7 full, 1 half Lot: 9,000 sqft Single Family Built in 2018
Cooling: Central Heating: Other
FEATURES Dock Fireplace inside and outside Flooring: Hard... (more)
The 22nd International Cloud Expo | 1st DXWorld Expo has announced that its
Call for Papers is open.
Cloud Expo | DXWorld Expo, to be held June 5-7, 2018, at the Javits Center in
New York, NY, brings together Cloud Computing, Digital Transformation, Big
Data, Internet of Things, DevOps, Machine Learning and WebRTC to one
location.
@CloudExpo | DXWorld Expo 2018 New York
(June 5-7, 2018, Javits Center, Manhattan)
@CloudExpo / DXWorld Expo 2018 Silicon Valley
(November 6-8, 2018, Santa Clara Convention Center, CA)
Cloud Expo Speaking Proposals ▸ Here
DXWorld Expo Speaking Proposals ▸ Here
Cloud Topics will include:
Machine Learning
Consumption-Based Billing Cognitive Computing
Cloud-Based Compliance Cloud Federation and Intercloud Virtual Private SaaS
(VPS) Hardware as a Service SaaS, PaaS, and IaaS Green IT Application
Portability Automation Mobility High-Performance ... (more)
Most large organizations require dozens and sometimes hundreds of specialized
software tools to manage the lifecycle of the physical products or software
applications they create. It isn't hard to imagine the monumental waste these
organizations incur in attempting to manually coordinate the efforts of the
teams that use these many disparate tools to create a single product. Open
Services for Lifecycle Collaboration (OSLC) is an open community for creating
specifications for integrating lifecycle activities across tools to address
this problem. Now imagine how much more happy and productive an organization
would be if all those tools could integrate via standard interfaces. In broad
strokes, this is the goal of the OSLC community.
The technical foundation for OSLC is based on the W3C Linked Data method of
publishing and accessing information and inspired by how the W... (more)
Open Source Tool Chains for Continuous Testing
The goal of Continuous Testing is to shift testing left to find defects
earlier and release software faster. This can be achieved by integrating a
set of open source functional and performance testing tools in the early
stages of your software delivery lifecycle.
There is one process that binds all application delivery stages together into
one well-orchestrated machine: Continuous Testing. Continuous Testing is the
conveyer belt between the Software Factory and production stages. Artifacts
are moved from one stage to the next only after they have been tested and
approved to continue. New code submitted to the repository is tested upon
commit. When tests fail, the code is rejected. Subsystems are approved as
part of periodic builds on their way to the delivery stage, where the system
is being tested as production ready.... (more)
Technology integration is complex and an evergreen business challenge for IT
teams. Enterprises setup manual & point to point connections to exchange data
from business partners. However, data disruptions emerge when the business IT
systems expand and prevents organizations from sharing data with partners.
Information exchange with this approach requires more resources and manpower
is required. For such scenarios, information solution experts recommend to
use the B2B data exchange tool to support the Electronic Data Interchange.
However, enterprises are struck in a dilemma to go for an in house or a b2b
solution. This blog will help you in deciding whether to develop an in-house
solution or a dedicated information solution
What the Information Solutions Experts Recommend
Organizations generally opt for a B2B data exchange tool considering a
request from partners, rat... (more)
@ThingsExpo Stories By Yeshim Deniz  DX World EXPO, LLC, a Lighthouse Point, Florida-based startup trade show producer and the creator of "DXWorldEXPO® - Digital Transformation Conference & Expo" has announced its executive management team. The team is headed by Levent Selamoglu, who has been named CEO. "Now is the time for a truly global DX event, to bring together the leading minds from the technology world in a conversation about Digital Transformation," he said in making the announcement. Jan. 2, 2018 11:25 AM EST Reads: 827 | By Elizabeth White  "Space Monkey by Vivent Smart Home is a product that is a distributed cloud-based edge storage network. Vivent Smart Home, our parent company, is a smart home provider that places a lot of hard drives across homes in North America," explained JT Olds, Director of Engineering, and Brandon Crowfeather, Product Manager, at Vivint Smart Home, in this SYS-CON.tv interview at @ThingsExpo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Dec. 31, 2017 12:00 PM EST Reads: 2,195 | By Pat Romanski  SYS-CON Events announced today that Conference Guru has been named “Media Sponsor” of the 22nd International Cloud Expo, which will take place on June 5-7, 2018, at the Javits Center in New York, NY.
A valuable conference experience generates new contacts, sales leads, potential strategic partners and potential investors; helps gather competitive intelligence and even provides inspiration for new products and services. Conference Guru works with conference organizers to pass great deals to gre... Dec. 30, 2017 11:00 AM EST Reads: 2,000 | By Pat Romanski  The Internet of Things will challenge the status quo of how IT and development organizations operate. Or will it? Certainly the fog layer of IoT requires special insights about data ontology, security and transactional integrity. But the developmental challenges are the same: People, Process and Platform. In his session at @ThingsExpo, Craig Sproule, CEO of Metavine, demonstrated how to move beyond today's coding paradigm and shared the must-have mindsets for removing complexity from the develop... Dec. 30, 2017 08:30 AM EST Reads: 14,882 | By Liz McMillan  In his Opening Keynote at 21st Cloud Expo, John Considine, General Manager of IBM Cloud Infrastructure, led attendees through the exciting evolution of the cloud. He looked at this major disruption from the perspective of technology, business models, and what this means for enterprises of all sizes. John Considine is General Manager of Cloud Infrastructure Services at IBM. In that role he is responsible for leading IBM’s public cloud infrastructure including strategy, development, and offering m... Dec. 29, 2017 12:00 PM EST Reads: 3,088 | By Liz McMillan  "Evatronix provides design services to companies that need to integrate the IoT technology in their products but they don't necessarily have the expertise, knowledge and design team to do so," explained Adam Morawiec, VP of Business Development at Evatronix, in this SYS-CON.tv interview at @ThingsExpo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Dec. 29, 2017 08:00 AM EST Reads: 3,156 | By Pat Romanski  To get the most out of their data, successful companies are not focusing on queries and data lakes, they are actively integrating analytics into their operations with a data-first application development approach. Real-time adjustments to improve revenues, reduce costs, or mitigate risk rely on applications that minimize latency on a variety of data sources. In his session at @BigDataExpo, Jack Norris, Senior Vice President, Data and Applications at MapR Technologies, reviewed best practices to ... Dec. 28, 2017 02:00 PM EST Reads: 4,154 | By Liz McMillan Widespread fragmentation is stalling the growth of the IIoT and making it difficult for partners to work together. The number of software platforms, apps, hardware and connectivity standards is creating paralysis among businesses that are afraid of being locked into a solution.
EdgeX Foundry is unifying the community around a common IoT edge framework and an ecosystem of interoperable components. Dec. 24, 2017 01:45 PM EST Reads: 2,172 | By Elizabeth White  Large industrial manufacturing organizations are adopting the agile principles of cloud software companies.
The industrial manufacturing development process has not scaled over time. Now that design CAD teams are geographically distributed, centralizing their work is key. With large multi-gigabyte projects, outdated tools have stifled industrial team agility, time-to-market milestones, and impacted P&L; stakeholders. Dec. 23, 2017 10:00 AM EST Reads: 2,081 | By Elizabeth White  "Akvelon is a software development company and we also provide consultancy services to folks who are looking to scale or accelerate their engineering roadmaps," explained Jeremiah Mothersell, Marketing Manager at Akvelon, 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. Dec. 22, 2017 11:00 AM EST Reads: 1,675 | By Elizabeth White  "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 Conventi... Dec. 18, 2017 03:45 PM EST Reads: 3,223 | By Elizabeth White  In his session at 21st Cloud Expo, Carl J. Levine, Senior Technical Evangelist for NS1, will objectively discuss how DNS is used to solve Digital Transformation challenges in large SaaS applications, CDNs, AdTech platforms, and other demanding use cases. Carl J. Levine is the Senior Technical Evangelist for NS1. A veteran of the Internet Infrastructure space, he has over a decade of experience with startups, networking protocols and Internet infrastructure, combined with the unique ability to it... Dec. 18, 2017 01:30 PM EST Reads: 3,259 | By Elizabeth White  22nd International Cloud Expo, taking place June 5-7, 2018, at the Javits Center in New York City, NY, and co-located with the 1st DXWorld Expo will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud ... Dec. 18, 2017 01:00 PM EST Reads: 5,109 | By Liz McMillan  "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... Dec. 17, 2017 04:00 PM EST Reads: 2,073 | By Pat Romanski  Gemini is Yahoo’s native and search advertising platform. To ensure the quality of a complex distributed system that spans multiple products and components and across various desktop websites and mobile app and web experiences – both Yahoo owned and operated and third-party syndication (supply), with complex interaction with more than a billion users and numerous advertisers globally (demand) – it becomes imperative to automate a set of end-to-end tests 24x7 to detect bugs and regression.
In th... Dec. 17, 2017 02:00 PM EST Reads: 2,135 | By Elizabeth White  "MobiDev is a software development company and we do complex, custom software development for everybody from entrepreneurs to large enterprises," explained Alan Winters, U.S. Head of Business Development at MobiDev, 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. Dec. 17, 2017 10:00 AM EST Reads: 2,253 | By Liz McMillan  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 ... Dec. 15, 2017 11:00 AM EST Reads: 3,045 | By Elizabeth White  "There's plenty of bandwidth out there but it's never in the right place. So what Cedexis does is uses data to work out the best pathways to get data from the origin to the person who wants to get it," explained Simon Jones, Evangelist and Head of Marketing at Cedexis, 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. Dec. 14, 2017 04:00 PM EST Reads: 2,136 | By Liz McMillan  SYS-CON Events announced today that CrowdReviews.com has been named “Media Sponsor” of SYS-CON's 22nd International Cloud Expo, which will take place on June 5–7, 2018, at the Javits Center in New York City, NY.
CrowdReviews.com is a transparent online platform for determining which products and services are the best based on the opinion of the crowd. The crowd consists of Internet users that have experienced products and services first-hand and have an interest in letting other potential buye... Dec. 14, 2017 11:45 AM EST Reads: 2,201 | By Elizabeth White  SYS-CON Events announced today that Telecom Reseller has been named “Media Sponsor” of SYS-CON's 22nd International Cloud Expo, which will take place on June 5-7, 2018, at the Javits Center in New York, NY.
Telecom Reseller reports on Unified Communications, UCaaS, BPaaS for enterprise and SMBs. They report extensively on both customer premises based solutions such as IP-PBX as well as cloud based and hosted platforms. Dec. 14, 2017 11:00 AM EST Reads: 2,201 |
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It’s conference season and, as you might expect, Jason and I have been on the road covering a bunch of them. It’s always great to see what the disruptive players in the market are doing — and this year did not disappoint. But there is one thing that repeatedly happens that just gets under my skin: transformation-washing.
As Jason explained in a Forbes article over a year ago, ‘washing’ is when a vendor (or pundit) applies a buzzword loosely in an overt attempt to attach themselves to its buzz. ...
How is DevOps going within your organization? If you need some help measuring just how well it is going, we have prepared a list of some key DevOps metrics to track. These metrics can help you understand how your team is doing over time.
The word DevOps means different things to different people. Some say it a culture and every vendor in the industry claims that their tools help with DevOps. Depending on how you define DevOps, some of these metrics may matter more or less to you and your team.
Every year about this time, we gaze into crystal balls to divine the future of our industry – or at least where it’s headed over the next 365 days. The result is often a triumph of incrementalism: we predict that we will get more of what we already have. The truth is, technology isn’t as revolutionary as we often think – and commenting on incremental changes alone may not help us understand what lies ahead.
Along with a few near-term predictions – so hard to resist – I’d also like to make some ...
For many of us laboring in the fields of digital transformation, 2017 was a year of high-intensity work and high-reward achievement. So we’re looking forward to a little breather over the end-of-year holiday season.
But we’re going to have to get right back on the Continuous Delivery bullet train in 2018. Markets move too fast and customer expectations elevate too precipitously for businesses to rest on their laurels.
Here’s a DevOps “to-do list” for 2018 that should be priorities for anyone w...
As we head into a new year, IT improvements and management should be top of mind for any business looking to amp up their customer experience, delivery and service in 2018. Recently, at CA World ‘17, I talked about how every business strategy is now an IT strategy. With that in mind, I have a few predictions for 2018 that I encourage companies to have on their to-do list as they look to find greater success in the new year.
If testing environments are constantly unavailable and affected by outages, release timelines will be affected. You can use three metrics to measure stability events for specific environments and plan around events that will affect your critical path to release.
DevOps failure is a touchy subject with some, because DevOps is typically perceived as a way to avoid failure. As a result, when you fail in a DevOps practice, the situation can seem almost hopeless. However, just as a fail-fast business approach, or the “fail and adjust sooner” methodology of Agile often proves, DevOps failures are actually a step in the right direction. They’re the first step toward learning from failures and turning your DevOps practice into one that will lead you toward even...
In this article, we'll cover how you can monitor an application that runs on the Java Virtual Machine by going over some of the critical metrics you need to track. And, as a monitoring tool, we'll use Stackify Retrace, a full APM solution.
The application we'll monitor to exemplify these metrics is a real-world Java web application built using the Spring framework. Users can register, login, connect their Reddit account and schedule their posts to Reddit.
The goal of Microservices is to improve software delivery speed and increase system safety as scale increases. Microservices being modular these are faster to change and enables an evolutionary architecture where systems can change, as the business needs change. Microservices can scale elastically and by being service oriented can enable APIs natively. Microservices also reduce implementation and release cycle time and enables continuous delivery. This paper provides a logical overview of the Mi...
Some people are directors, managers, and administrators. Others are disrupters. Eddie Webb (@edwardawebb) is an IT Disrupter for Software Development Platforms at Liberty Mutual and was a presenter at the 2016 All Day DevOps conference. His talk, Organically DevOps: Building Quality and Security into the Software Supply Chain at Liberty Mutual, looked at Liberty Mutual's transformation to Continuous Integration, Continuous Delivery, and DevOps. For a large, heavily regulated industry, this task ...
"Grape Up leverages Cloud Native technologies and helps companies build software using microservices, and work the DevOps agile way. We've been doing digital innovation for the last 12 years," explained Daniel Heckman, of Grape Up 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.
The Toyota Production System, a world-renowned production system is based on the "complete elimination of all waste". The "Toyota Way", grounded on continuous improvement dates to the 1860s. The methodology is widely proven to be successful yet there are still industries within and tangential to manufacturing struggling to adopt its core principles:
Jidoka: a process should stop when an issue is identified prevents releasing defective products
We seem to run this cycle with every new technology that comes along. A good idea with practical applications is born, then both marketers and over-excited users start to declare it is the solution for all or our problems. Compliments of Gartner, we know it generally as “The Hype Cycle”, but each iteration is a little different.
2018’s flavor will be serverless computing, and by 2018, I mean starting now, but going most of next year, you’ll be sick of it. We are already seeing people write such...
Defining the term ‘monitoring’ is a difficult task considering the performance space has evolved significantly over the years. Lately, there has been a shift in the monitoring world, sparking a healthy debate regarding the definition and purpose of monitoring, through which a new term has emerged: observability. Some of that debate can be found in blogs by Charity Majors and Cindy Sridharan. 
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...
It’s “time to move on from DevOps and continuous delivery.”
This was the provocative title of a recent article in ZDNet, in which Kelsey Hightower, staff developer advocate at Google Cloud Platform, suggested that “software shops should have put these concepts into action years ago.”
Reading articles like this or listening to talks at most DevOps conferences might make you think that we’re entering a post-DevOps world. But vast numbers of organizations still struggle to start and drive transfo...
The end of the year is a time for reflection. It’s when most of us are looking back at the choices, accomplishments, and mistakes of the year prior and setting goals to improve the following year. It’s also when businesses analyze the year’s trends and behaviors to determine necessary strategic changes to be made; however, if you aren’t analyzing the right metrics, such reflection is a useless effort.
Below is an excerpt from an article provided by Elad Rave, founder and CTO of Teridion, explai...
Let's do a visualization exercise. Imagine it's December 31, 2018, and you're ringing in the New Year with your friends and family. You think back on everything that you accomplished in the last year: your company's revenue is through the roof thanks to the success of your product, and you were promoted to Lead Developer. 2019 is poised to be an even bigger year for your company because you have the tools and insight to scale as quickly as demand requires. You're a happy human, and it's not just...
"Opsani helps the enterprise adopt containers, help them move their infrastructure into this modern world of DevOps, accelerate the delivery of new features into production, and really get them going on the container path," explained Ross Schibler, CEO of Opsani, and Peter Nickolov, CTO of Opsani, in this SYS-CON.tv interview at DevOps Summit at 21st Cloud Expo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA.
Cavirin Systems has just announced C2, a SaaS offering designed to bring continuous security assessment and remediation to hybrid environments, containers, and data centers. Cavirin C2 is deployed within Amazon Web Services (AWS) and features a flexible licensing model for easy scalability and clear pay-as-you-go pricing.
Although native to AWS, it also supports assessment and remediation of virtual or container instances within Microsoft Azure, Google Cloud Platform (GCP), or on-premise. By dr...
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