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Should Data Centers Think?

Yahoo-Microsoft Merger Proxy Fight – May 14, 2008

By G C Network | May 18, 2008

As I alluded to last week, “It’s not over ’till it’s over” Carl Ichan Looking to Start Yahoo Proxy Fight Money – The Microsoft-Yahoo Merger may not be over. Billionaire investor Carl C. Icahn is considering the prospect of starting a proxy fight to gain several seats on Yahoo’s board in hopes of restarting negotiations…

Now in the ring Sun/Amazon! – May 04, 2008

By G C Network | May 18, 2008

The Sun/Amazon cloud may be announced soon. Sun CEO Jonathan Schwartz delivered a short keynote at Startup Camp in San Francisco, an adjunct event to the JavaOne Conference. According to Om Malik at “buzzya“, he let on to some interesting cloud computing news coming out later this week. Important Article on Cloud Computing and Jeff…

Microsoft gives up on Yahoo? – May 04, 2008

By G C Network | May 18, 2008

“Cloud computing is far more than a concept. With Broadband Internet connections now all-but-ubiquitous and microcomputers and locally-run software now so trouble-prone, Cloud Computing’s time has come.” This is a quote from Steve Stroh’s newly started blog on cloud computing. Steve has been writing about about Broadband Wireless Internet Access systems and technology since beginning…

IBM, Google and the Blue Business Platform – May 01, 2008

By G C Network | May 18, 2008

Today was good !! This morning. there was a main session built around “CIO 2.0”. The basic premise was that CIOs have now earned a seat at the business management table. With that privilege, they now need to have something worthwhile to say. In accordance with the session’s title then, CIOs are now at a…

The coming cloud – April 30, 2008

By G C Network | May 18, 2008

I attended the IBM Public Sector briefing this morning. The IBM executives were clearly basking in a financial performance glow. After ending 2007 with increases in revenue, profit and earnings per share, IBM also turned in an impressive 1Q’08. This being a partner conference, a big highlight was the fact that 36% of IBM’s revenue…

Google, Cloud Computing, and the US Intelligence Community – April 29, 2008

By G C Network | May 18, 2008

Just arrived in Los Angeles for the IBM Business Partner Leadership Conference. IBM is billing this as a “new” conference, but I have my doubts. I am, however, very interested in hearing many of the speakers, particularly Eric Schmidt, Chairman and CEO of Google. His presentation on “The Future of the Web, Cloud Computing and…

Location Based Services – April 25, 2008

By G C Network | May 18, 2008

INmobile.org is a exclusive community for executives in wireless industry. As a member, I have the opportunity to participate in a number of interesting discussions about mobile and wireless technology. Here’s a summary of the points made in a recent discussion about location based services. Thanks goes to Adam Zawel for this excellent summary. CARRIER’S…

IBM Business Partner Leadership Conference – April 23, 2008

By G C Network | May 18, 2008

I just completed registration for the IBM Business Partner Leadership Conference. This is a new invitation-only conference being held this year in Los Angeles from Wednesday, April 30th through Friday, May 2nd. I’m looking forward to renewing my IBM contacts “in person” versus the “virtual” meetings that have become such a fixture of today’s business…

Telephone & Web = WOW !! – April 21, 2008

By G C Network | May 18, 2008

The power of the Internet and the web lies in its ability to provide access to information. The mobile web takes this one step further with its ability to provide information relevant to a specific location. Although the promise of this marriage is mind boggling, computer and smart-phone keyboards have slowed the adoption and widespread…

The Power of Family Oral History – April 19, 2008

By G C Network | May 18, 2008

Although I just started this yesterday, I’ve decided to backdate this entry to last Saturday, April 12, 2008. That’s when my family had it’s 3rd Annual Black History Party. The main reason I’m doing this is because of the life lesson that experience taught me. That lesson was the power of family oral history. For…

As cloud computing becomes the information technology mainstream, data center technology is accelerating at a breakneck speed. Concepts like software define infrastructure, data center analytics and Nonvolatile Memory Express (NVMe) over Fabrics are changing the very nature of data center management.  According to industry research firm IDC, organizations will spend an additional $142.8 billion oninfrastructure for both public and private cloud environments in the next three years (2016-2018) to boost efficiency and business agility.

To support this rapid evolving space, Intel announced a “Cloud for All” initiative last year in order to help businesses get the most out of their cloud infrastructure. Specific goals for this initiative include:
  • Investing in the ecosystem to accelerate enterprise-ready, easy-to-deploy software defined infrastructure (SDI) solutions;
  • Optimizing SDI solutions to deliver highly efficient clouds across a range of workloads by taking full advantage of Intel platform capabilities; and
  • Aligning the industry and engaging the community through open industry standards, solutions and routes to market to accelerate cloud deployment.

As cloud infrastructure management is moving towards these new management paradigms, those at the leading edge are exploring how to make data center’s think for themselves. Industry leaders like Dr. Brian Womack, Director of Distributed Analytics Solutions in Intel’s Data Center Solutions Group, and Das Kamhout, Senior Principal Engineer at Intel are learning how to use data, artificial intelligence frameworks and machine learning to create data centers that think for themselves. Two key components of their vision are SNAP and TAP.

SNAP is a powerful open data center telemetry framework. It can be used to easily collect, process, and publish telemetry data at scale. It enables better data center scheduling and workload management through access to underlying telemetry data and platform metrics. The framework greatly improves system administrator control of the intelligent use of data center infrastructure in cloud environments by:

  • Empowering systems to expose a consistent set of telemetry data;
  • Simplifying telemetry ingestion across ubiquitous storage system;
  •  Improving the deployment model, packaging and flexibility for collecting telemetry;
  • Allowing flexible processing of telemetry data on agent (e.g. machine learning); and
  • Providing powerful clustered control of telemetry workflows across small or large clusters.
Trusted Analytics Platform (TAP) makes the SNAP telemetry usable by providing the tools, components and services necessary in the creation of advanced analytics and machine learning solutions. TAP makes these resources accessible in one place for data scientists, application developers and system operators. An open-source software platform optimized for performance and security, TAP simplifies solution development through the delivery of a collaborative and flexible integrated environment.

With TAP, Interactive analysis, modeling and algorithmic process flows on any type of raw data, streaming in real-time or batch data, is possible using either a GUI or a text-based shell. These models and flows can be used for batch processing or be integrated into applications. TAP includes REST APIs usable by any web-capable language (e.g., Python, Java, PHP, Ruby, Javascript) over HTTP, as well as a Python API, for server-local access. It operates on most data stores and file systems, including cluster federations that can enable data sharing (with security). The integrated operations management tools in TAP allow monitoring and control from top to bottom. In support of trust, TAP Security follows layered security and deep defense principles to provide transparent encryption and decryption, as well as fine-grained access authorization, based on a variety of authentication mechanisms and assurance levels.

Used in combination, SNAP and TAP could be used to make sentient data centers a reality.

Visit Chip Chat to hear more more about creating a data center that thinks for itself!

This content is being syndicated through multiple channels. The opinions expressed are solely those of the author and do not represent the views of GovCloud Network, GovCloud Network Partners or any other corporation or organization.

Cloud Musings

( Thank you. If you enjoyed this article, get free updates by email or RSS – © Copyright Kevin L. Jackson 2016)

Follow me at https://Twitter.com/Kevin_Jackson
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