Should Data Centers Think?

Microsoft vs Google in Cloud Computing

By G C Network | May 22, 2008

Many took note of the Randall Stross essay in the New York Times last weekend. In it he succintly described why Microsoft is failing in it’s attempt to bridge the…

IBM at Forrester IT Forum

By G C Network | May 22, 2008

At the Forrester IT Forum yesterday in Las Vegas, Rick Lechner, VP Enterprise Systems at IBM, made the following comments The changing face of globalization (transformation from exporting to multi-nationals…

HP & EDS

By G C Network | May 21, 2008

In an interesting take on his Enterprise Architecture blog, Chris Pearson sees the HP acquisition of EDS as a ploy by HP to remain relevant in a cloud computing world.…

The Library of National Intelligence (LNI) – A Possible Cloud Application

By G C Network | May 20, 2008

In the MAZZ-INT Blog a couple of weeks ago, Joe Mazzafro artile on “Intelliigence and the Concept of Customer” stated that a “realistic business model for the IC to assume…

Net-Centric Enterprise Services – An Update

By G C Network | May 19, 2008

Net-Centric Enterprise Services (NCES) is about to enter the initial operational test and evaluation phase. NCES are a set of capabilities that support network-centric warfare operations and information sharing. It…

Microsoft Renews Yahoo Bid

By G C Network | May 19, 2008

Microsoft renews Yahoo bid and is now offering to buy a piece of Yahoo. I believe this is just the opening of the second round. Follow me at https://Twitter.com/Kevin_Jackson

Cloud Computing Risk

By G C Network | May 18, 2008

CIO.com reviewed the top three concerns that the IT executives have regarding the adoption of cloud computing – security, latency, and SLA. These concerns seem similar to those previously assigned…

Grid vs. Cloud – May 17, 2008

By G C Network | May 18, 2008

From Geva Perry’s April 25th blog Cloud Computing overtaking the term Grid Computing With the term “cloud computing” rapidly being hyped everywhere, I did this little exercise on Google Trends…

Blogsphere Clouds – May 16, 2008

By G C Network | May 18, 2008

The cloud is billowing in the blogsphere !! Virtual Computing in the Cloud — How a Universal Dialtone Will …Virtual Cloud Computing represents the next wave of virtualization and offers…

Gartner on Cloud Computing / Yahoo vs. Icahn- May 15, 2008

By G C Network | May 18, 2008

Gartner thinks that cloud computing may be the next big thing: By 2012, 80 percent of Fortune 1000 enterprises will pay for some cloud computing service and 30 percent of…

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
Posted in

G C Network