|By Bill McColl||
|April 15, 2009 08:00 PM EDT||
Bill McColl's "Cloud N" Blog
This is an incredibly important time for the cloud computing area. But let’s try and move the discussion of it in the press along from an obsession with new datacenter buildings located by power stations, with the total server numbers at Microsoft and Google, and with Amazon’s hourly pricing for EC2. Interesting though those aspects of cloud computing appear to be to journalists, they hardly represent what is really industry changing about cloud computing.
What are some of the new directions in the massively parallel cloud computing space? I’ll mention four that I’m particularly interested in, that are exciting and challenging, and that I think will have a huge impact on the industry. If you have others in mind, then feel free to add your ideas.
Here are my four areas for what they’re worth:
- Cloudbursting. Seamlessly and automatically migrating (parts of) a massively parallel computation back and forth between private and public clouds in real-time driven by changing resource demands, performance demands, hardware availability, and economics. Lots of existing vendors, such as Microsoft, will want/need great solutions to this challenge. I expect it will emerge and become widespread pretty quickly.
- Libraries and App Stores. Developing apps from scratch in MapReduce is great, but we also need to begin to see application libraries and app stores that provide modules that are massively parallel and ready to run on both private and public clouds (and on both at the same time via cloudbursting). Libraries for major enterprise apps, for machine learning and recommendation, for scientific computing, and for semantic web and Datalog apps would be particularly interesting. Projects like Mahout are a small first step in this direction. As more and more leading universities start to teach MapReduce to their students, and pursue MapReduce-based research projects, we will hopefully see a lot more in this area.
- Live Data. Massively parallel real-time programming on live data streams (complementing what MapReduce provides for historical/stored data). In addition to the exabytes of private live streams within businesses, web companies, telcos, scientific research centers, and government departments, there are also now torrential flows of live streaming data available from commercial companies such as Thomson Reuters, Bloomberg, Nasdaq, Xignite, StrikeIron, Spinn3r and many others. This is the area we are aiming to disrupt at Cloudscale.
- Domain Specific Development Tools. Eclipse, Visual Studio or even Emacs is probably OK as a development environment for a computer science Ph.D. at a major bank developing a Hadoop application to support algorthmic trading. However, for each one of those CS PhDs working in financial services, there are probably thousands of portfolio managers around the world who could benefit enormously and immediately from the power of massively parallel cloud computing, but today use only basic tools such as spreadsheets. As the demand for the consumerization of software accelerates, there is a tremendous opportunity now for innovation that can deliver the power of massively parallel processing behind very high level user interfaces that are extremely easy-to-use, targeted at specific domains, and where the parallelism is implicit. The gold standard for power and ease-of-use is of course Google’s “one-search-box-on-a-white-page”. Ten years of incredible innovation behind the scenes to deliver improved scale and power, but no change to the ultra-simple user interface. We won’t be able to achieve that kind of ultrasimplicity in very many other areas, but it’s a great target to aim for. Massively parallel processing is great, but hey let’s also try to build some high level interfaces that begin to unleash its power to the mass market. That’s a real innovation challenge, and a real opportunity. I expect it will be at least as hard as (probably much harder than) building the back-end engine. As I noted in a previous blog, “simplicity and ease-of-use combined with scalability and power is the future” in referring to Bernard Lunn’s remark on what we need from software “Usable without a manual within 30 minutes, still valuable for a sophisticated power user 2 years later. That is the mark of greatness. It is a real art. The great ones make it look simple - it is not simple!”
A critical component of any IoT project is what to do with all the data being generated. This data needs to be captured, processed, structured, and stored in a way to facilitate different kinds of queries. Traditional data warehouse and analytical systems are mature technologies that can be used to handle certain kinds of queries, but they are not always well suited to many problems, particularly when there is a need for real-time insights.
Jan. 20, 2017 12:00 AM EST Reads: 6,324
You think you know what’s in your data. But do you? Most organizations are now aware of the business intelligence represented by their data. Data science stands to take this to a level you never thought of – literally. The techniques of data science, when used with the capabilities of Big Data technologies, can make connections you had not yet imagined, helping you discover new insights and ask new questions of your data. In his session at @ThingsExpo, Sarbjit Sarkaria, data science team lead ...
Jan. 19, 2017 09:45 PM EST Reads: 6,815
WebRTC has had a real tough three or four years, and so have those working with it. Only a few short years ago, the development world were excited about WebRTC and proclaiming how awesome it was. You might have played with the technology a couple of years ago, only to find the extra infrastructure requirements were painful to implement and poorly documented. This probably left a bitter taste in your mouth, especially when things went wrong.
Jan. 19, 2017 09:45 PM EST Reads: 7,696
WebRTC is bringing significant change to the communications landscape that will bridge the worlds of web and telephony, making the Internet the new standard for communications. Cloud9 took the road less traveled and used WebRTC to create a downloadable enterprise-grade communications platform that is changing the communication dynamic in the financial sector. In his session at @ThingsExpo, Leo Papadopoulos, CTO of Cloud9, discussed the importance of WebRTC and how it enables companies to focus o...
Jan. 19, 2017 07:30 PM EST Reads: 4,237
Providing secure, mobile access to sensitive data sets is a critical element in realizing the full potential of cloud computing. However, large data caches remain inaccessible to edge devices for reasons of security, size, format or limited viewing capabilities. Medical imaging, computer aided design and seismic interpretation are just a few examples of industries facing this challenge. Rather than fighting for incremental gains by pulling these datasets to edge devices, we need to embrace the i...
Jan. 19, 2017 05:30 PM EST Reads: 3,640
Web Real-Time Communication APIs have quickly revolutionized what browsers are capable of. In addition to video and audio streams, we can now bi-directionally send arbitrary data over WebRTC's PeerConnection Data Channels. With the advent of Progressive Web Apps and new hardware APIs such as WebBluetooh and WebUSB, we can finally enable users to stitch together the Internet of Things directly from their browsers while communicating privately and securely in a decentralized way.
Jan. 19, 2017 05:15 PM EST Reads: 3,113
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo 2016 in New York. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place June 6-8, 2017, at the Javits Center in New York City, New York, is co-located with 20th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry p...
Jan. 19, 2017 04:45 PM EST Reads: 3,770
In his General Session at 17th Cloud Expo, Bruce Swann, Senior Product Marketing Manager for Adobe Campaign, explored the key ingredients of cross-channel marketing in a digital world. Learn how the Adobe Marketing Cloud can help marketers embrace opportunities for personalized, relevant and real-time customer engagement across offline (direct mail, point of sale, call center) and digital (email, website, SMS, mobile apps, social networks, connected objects).
Jan. 19, 2017 04:00 PM EST Reads: 5,439
SYS-CON Events announced today that Catchpoint, a leading digital experience intelligence company, has been named “Silver Sponsor” of SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Catchpoint Systems is a leading Digital Performance Analytics company that provides unparalleled insight into your customer-critical services to help you consistently deliver an amazing customer experience. Designed for digital business, C...
Jan. 19, 2017 03:45 PM EST Reads: 1,805
@ThingsExpo has been named the ‘Top WebRTC Influencer' by iTrend. iTrend processes millions of conversations, tweets, interactions, news articles, press releases, blog posts - and extract meaning form them and analyzes mobile and desktop software platforms used to communicate, various metadata (such as geo location), and automation tools. In overall placement, @ThingsExpo ranked as the number one ‘WebRTC Influencer' followed by @DevOpsSummit at 55th.
Jan. 19, 2017 02:00 PM EST Reads: 4,795
"There's a growing demand from users for things to be faster. When you think about all the transactions or interactions users will have with your product and everything that is between those transactions and interactions - what drives us at Catchpoint Systems is the idea to measure that and to analyze it," explained Leo Vasiliou, Director of Web Performance Engineering at Catchpoint Systems, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York Ci...
Jan. 19, 2017 01:15 PM EST Reads: 5,688
The 20th International Cloud Expo has announced that its Call for Papers is open. Cloud Expo, to be held June 6-8, 2017, at the Javits Center in New York City, brings together Cloud Computing, Big Data, Internet of Things, DevOps, Containers, Microservices and WebRTC to one location. With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportunity. Submit your speaking proposal ...
Jan. 19, 2017 01:15 PM EST Reads: 5,178
20th Cloud Expo, taking place June 6-8, 2017, at the Javits Center in New York City, NY, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy.
Jan. 19, 2017 12:15 PM EST Reads: 4,316
SYS-CON Events announced today that Linux Academy, the foremost online Linux and cloud training platform and community, will exhibit at SYS-CON's 20th International Cloud Expo®, which will take place on June 6-8, 2017, at the Javits Center in New York City, NY. Linux Academy was founded on the belief that providing high-quality, in-depth training should be available at an affordable price. Industry leaders in quality training, provided services, and student certification passes, its goal is to c...
Jan. 19, 2017 12:15 PM EST Reads: 2,034
In the next five to ten years, millions, if not billions of things will become smarter. This smartness goes beyond connected things in our homes like the fridge, thermostat and fancy lighting, and into heavily regulated industries including aerospace, pharmaceutical/medical devices and energy. “Smartness” will embed itself within individual products that are part of our daily lives. We will engage with smart products - learning from them, informing them, and communicating with them. Smart produc...
Jan. 19, 2017 11:45 AM EST Reads: 1,729
"What is the next step in the evolution of IoT systems? The answer is data, information, which is a radical shift from assets, from things to input for decision making," stated Michael Minkevich, VP of Technology Services at Luxoft, in this SYS-CON.tv interview at @ThingsExpo, held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA.
Jan. 19, 2017 10:00 AM EST Reads: 5,582
The emerging Internet of Everything creates tremendous new opportunities for customer engagement and business model innovation. However, enterprises must overcome a number of critical challenges to bring these new solutions to market. In his session at @ThingsExpo, Michael Martin, CTO/CIO at nfrastructure, outlined these key challenges and recommended approaches for overcoming them to achieve speed and agility in the design, development and implementation of Internet of Everything solutions with...
Jan. 19, 2017 10:00 AM EST Reads: 5,596
WebRTC sits at the intersection between VoIP and the Web. As such, it poses some interesting challenges for those developing services on top of it, but also for those who need to test and monitor these services. In his session at WebRTC Summit, Tsahi Levent-Levi, co-founder of testRTC, reviewed the various challenges posed by WebRTC when it comes to testing and monitoring and on ways to overcome them.
Jan. 19, 2017 09:30 AM EST Reads: 6,052
Internet of @ThingsExpo, taking place June 6-8, 2017 at the Javits Center in New York City, New York, is co-located with the 20th International Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. @ThingsExpo New York Call for Papers is now open.
Jan. 19, 2017 07:30 AM EST Reads: 3,671
Smart Cities are here to stay, but for their promise to be delivered, the data they produce must not be put in new siloes. In his session at @ThingsExpo, Mathias Herberts, Co-founder and CTO of Cityzen Data, discussed the best practices that will ensure a successful smart city journey.
Jan. 19, 2017 07:00 AM EST Reads: 2,041