Should Data Centers Think?

EITAGlobal and Cloud Expert Kevin L. Jackson Team To Deliver Business Focused Cloud Computing Training

By G C Network | December 9, 2013

Today I am announcing my partnership with EITAGlobal to produce and deliver a series of business focused training webinars on cloud computing. Headquartered in Fremont, California, EITAGlobal is a continuing professional…

NRRC Video Series – Video 6 : Telos Demonstrates Cloud-based Communications System

By G C Network | December 8, 2013

In September, the NCOIC delivered the Geospatial Community Cloud (GCC) demonstration. Sponsored by the National Geospatial-Intelligence Agency, this demonstration showed how an interoperable, hybrid-cloud operating environment can be quickly enabled…

NRRC Video Series – Video 5 : Boeing Ozone Dashboards for Emergency Management

By G C Network | December 7, 2013

In September, the NCOIC delivered the Geospatial Community Cloud (GCC) demonstration. Sponsored by the National Geospatial-Intelligence Agency, this demonstration showed how an interoperable, hybrid-cloud operating environment can be quickly enabled…

Proud To Be Joining Veterans 360 and Cloud for Vets!

By G C Network | December 5, 2013

Today I’m proud and honored to announce my appointment to the Board of Advisors for Veterans 360. Their mission is to provide young, recently-separated combat veterans with a program of…

Take Charge, Lead Change, Do Cloud Right!

By G C Network | December 4, 2013

The theme for next week’s Gartner Data Center conference, “Taking Charge, Leading Change — Your I&O Transformation Can’t Wait”, is a real wake up call for today’s I&O leaders. Gartner’s…

Cloud Computing at the Potomac Officer’s Club

By G C Network | November 27, 2013

Across the Federal IT landscape, terms like “cloud”, “cloud computing” and Software as a service (SaaS) are at the center of a seismic shift by the agencies away from building…

NRRC Video Series – Video 2 : Building the Cloud Infrastructure

By G C Network | November 26, 2013

In September, the NCOIC delivered the Geospatial Community Cloud (GCC) demonstration.  Sponsored by the National Geospatial-Intelligence Agency, this demonstration showed how an interoperable, hybrid-cloud operating environment can be quickly enabled…

NRRC Video Series – Video 1 : Introduction and Overview

By G C Network | November 25, 2013

In September, the NCOIC delivered the Geospatial Community Cloud (GCC) demonstration.  Sponsored by the National Geospatial-Intelligence Agency, this demonstration showed how an interoperable, hybrid-cloud operating environment can be quickly enabled…

NCOIC To Rollout Open Process for Creating Secure, Hybrid IT Computing Environments

By G C Network | November 20, 2013

Network Centric Operations Industry Consortium to offer capability to organizations that seek to combine traditional and cloud infrastructures for greater efficiency and mission success WASHINGTON-November 19, 2013-Next month, the Network…

So what kind of consultant are you?

By G C Network | November 15, 2013

Yesterday over lunch, a good friend of mine from the Limelight Marketing Group and I started talking about my recent transition. As you can imagine being in the DC metro…

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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