Should Data Centers Think?

NJVC Platform as a Service to Include Google Geospatial Services for NCOIC Geospatial Community Cloud Project in Support of Disaster Relief Efforts

By G C Network | July 9, 2013

CHANTILLY, Va., July 9, 2013 — NJVC® was selected by Network Centric Operations Industry Consortium (NCOIC) to provide the platform as a service (PaaS) element of a cloud-computing-based humanitarian assistance…

Fathers of Clouds – A Tribute

By G C Network | June 14, 2013

(A guest post from Mr. Ray Holloman, NJVC Digital Communications Manager ) For more than half a century, cloud computing has changed names more often than a Hollywood starlet. Utility…

CNBC Closing Bell: Bob Gourley on NSA Leaker

By G C Network | June 13, 2013

This is clearly off topic, but I couldn’t help myself!  Please take a moment to view this CNBC video where my good friend Bob Gourley addresses this important event. Good…

Guest Blog: Sequestration and the Cloud

By G C Network | May 30, 2013

(This post was provided by Praveen Asthana, Chief Marketing Office of Gravitant, a cloud service brokerage and management company) Sequestration burst out of obscurity and entered our household vocabulary in…

Join Me at the Gartner IT Infrastructure & Operations Management Summit

By G C Network | May 22, 2013

Please  join me at the Gartner IT Infrastructure & Operations Management Summit in Orlando, Florida, June 18-20, 2013, where my session topic will be “Cloud Service Integration: Increasing Business Value…

Five Years of Cloud Musings!!

By G C Network | May 14, 2013

https://kevinljackson.blogspot.com/2008/05/hello-world-april-18-2008.html  “Sunday, April 18, 2008 Hello World ! – April 18, 2008 I’ve been toying with the idea of doing a blog for about six months now. Initially I didn’t…

Global Interoperability Consortium’s Cloud Computing Project Detailed at NATO Conference

By G C Network | April 30, 2013

PRESS RELEASEApril 30, 2013, 2:30 p.m. ET Eric Vollmecke of the Network Centric Operations Industry Consortium reports  the proliferation of geospatial information will pose problems for disaster  responders and describes…

IBM Debate Series – What’s Next in IT?

By G C Network | April 25, 2013

Next week I will be participating in the inaugural session of What’s Next in IT Debate Series, a  new program of authentic debates and conversations on key technology topics. Sponsored…

Lisbon Bound: NATO Network Enabled Capability Conference 2013

By G C Network | April 21, 2013

This week I will have the honor of attending the 2013 NNEC Conference  at the Corinthia Hotel in Lisbon, Portugal. The NNEC conference is an annual event which has been sponsored by HQ…

Demystifying PaaS for Federal Government

By G C Network | April 2, 2013

Join us on April 16, 2013 at 1 PM EDT to remove the mystery surrounding Platform-as-a-Service (PaaS) for Federal Government https://attendee.gotowebinar.com/register/8966264786104832512 The PaaS market is plagued with confusion, and agencies…

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

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