Should Data Centers Think?

“Cash for Clunkers” Should Have Used the Cloud!

By G C Network | August 24, 2009

Rich Bruklis wrote an excellent essy on how the government missed a perfect opportunity to use cloud computing. In “Cloud Opportunity Missed” he writes: “It appears that the voucher system…

US Navy Experiments With Secure Cloud Computing

By G C Network | August 20, 2009

This week in San Diego, CA the US Navy held the initial planning conference for Trident Warrior ’10. The Trident Warrior series is the premier annual FORCEnet Sea Trial Event…

GSA To Present On Cloud Initiative at NCOIC Plenary

By G C Network | August 13, 2009

A General Services Administration (GSA) representative is now scheduled to provide a briefing on the agency’s cloud computing initiative during a “Best Practices for Cloud Initiatives using Storefronts” session on…

FAA CIO Focuses on Cybersecurity

By G C Network | August 12, 2009

During this week Federal Executive Forum, FAA CIO Dave Bowen mentioned protection against software vulnerabilities, wireless intrusion and website vulnerabilities as his top cybersecurity priorities. As the Assistant Administrator for…

DHS Asst. Secretary Addresses Cybersecurity Priorities

By G C Network | August 11, 2009

Greg Schaffer, Assistant Secretary for CyberSecurity & Communications for the US Department of Homeland Security, sees Trusted Internet Connections, EINSTEIN, and front line defense of the nation’s networks as top…

US DoD Chief Security Officer on Cybersecurity Priorities

By G C Network | August 10, 2009

In a Federal Executive Forum interview, Robert Lentz, Chief Security Officer for the US Department of Defense, highlighted the departments cybersecurity priorities. Mr. Lentz is the Deputy Assistant Secretary of…

Twitter Under Denial of Service Attack

By G C Network | August 6, 2009

Multiple sources are reporting that Twitter continues to be under a denial of service attack. Some are speculating that this represents the power of a coordinated bot network attack. For…

NCOIC Holding Full Day Cloud Computing Session

By G C Network | August 5, 2009

The Network Centric Operations Industry Consortium (NCOIC) will be holding a one-day cloud computing session during its plenary meetings, 21-25 September at the Fair Lakes Hyatt in Fairfax, VA. A…

Sevatec a New Player in the Federal Cloud Computing Market

By G C Network | August 3, 2009

Just in time for the new Federal Cloud Computing Storefront, Sevatec, Inc. is announcing the development of a toolkit to help federal agencies transform their enterprise architectures to cloud computing…

GSA Releases Cloud Computing RFQ

By G C Network | July 31, 2009

Following through on a much anticipated action, GSA released their Cloud Computing Request For Quotation (RFQ) today. Cloud computing is a major part of President Obama’s reform effort and this…

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.

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