Should Data Centers Think?

NJVC to Spotlight Cloudcuity at Gartner Data Center Conference

By G C Network | November 15, 2012

Las Vegas., Nov. 15, 2012 — NJVC, an information technology solutions provider headquartered in Northern Virginia, announces it will spotlight its Cloudcuity™ framework for delivering secure and unified cloud management…

NJVC Cloud Expert Kevin L. Jackson Launches Second Book: GovCloud II: Implementation and Cloud Brokerage Services

By G C Network | November 9, 2012

VIENNA, Va., Nov. 8, 2012—NJVC, an information technology (IT) solutions provider headquartered in northern Virginia, is pleased to announce that Kevin L. Jackson, vice president and general manager, cloud services,…

Virtustream a Visionary in Gartner 2012 IaaS Magic Quadrant

By G C Network | October 27, 2012

Congratulations to NJVC Cloudcuity partner Virtustream for being positioned as a visionary in the Gartner 2012 IaaS Magic Quadrant! Magic Quadrants provide a graphical competitive positioning of four types of…

GovCloud II: Implementation and Cloud Brokerage Services Now Available

By G C Network | October 22, 2012

I’m happy and proud to announce the release of my second book, “GovCloud II: Implementation and Cloud Brokerage Services” by my publisher Government Training Inc.   The public and private…

NJVC® Introduces Cloudcuity™ AppDeployer to Create and Sell Software Applications

By G C Network | October 18, 2012

Developers Can Create, Deploy and Publish Apps in the Cloud for Free Vienna, Va., Oct. 18, 2012 — NJVC®, an information technology (IT) solutions provider headquartered in Northern Virginia, introduces…

NJVC® Announces the Cloudcuity™ Government Marketplace, Powered by Virtustream’s Secure Cloud xChange

By G C Network | October 4, 2012

Vienna, Va., Oct. 4, 2012—NJVC®, an information technology solutions provider headquartered in Northern Virginia, and Virtustream, Inc., a leading enterprise cloud software company, today announced a new alliance to provide…

Cloudcuity™: Thought Leadership Translated to Operational Excellence

By G C Network | September 26, 2012

As my long time readers have certainly noticed, the frequency of my posts have lengthened over the past few months. First, I would like to offer my apologies for being…

NJVC® Unveils Cloudcuity™ Umbrella Framework for NJVC Cloud Services

By G C Network | September 13, 2012

Vienna, Va., Sept. 13, 2012 — NJVC®, an information technology (IT) solutions provider headquartered in Northern Virginia, introduces Cloudcuity™, a new framework for the company’s cloud service offerings to help…

NJVC® Announces SaaS Accelerate: Specialized Infrastructure Hosting and Managed Services Program for Software-as-a-Service Providers

By G C Network | August 25, 2012

VIENNA, Va., Aug. 15, 2012 —NJVC® announces the release of NJVC SaaS Accelerate, a specialized infrastructure hosting and managed services offering designed to support the business needs of software-as-a-service (SaaS)…

Texas Cloud Computing Lessons Learned

By G C Network | August 12, 2012

Late last week  the Texas Department of Information Resources (DIR) released an important whitepaper that reviewed it’s multi-year Pilot Texas Cloud Offering (PTCO). This project was designed to allow a…

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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