Should Data Centers Think?

Cloud computing: A data-centric business model

By G C Network | October 3, 2015

According to the National Institute of Standards and Technology: “Cloud computing is a model for enabling ubiquitous, convenient, on-demand network access to a shared pool of configurable computing resources (e.g., networks, servers,…

John Mayer At Dell World 2015!! (Oh, I’ll be there too.)

By G C Network | September 30, 2015

An artist who defies all boundaries, John Mayer has won seven Grammy Awards and sold more than 17 million albums worldwide. The singer, songwriter and guitarist’s skills have been widely…

Data-centric Security: The New Must Have

By G C Network | September 23, 2015

Where is your data right now? The explosion of cloud computing and consumer IT means that your data, as well as data about you, can be virtually anywhere.Having your data and the…

Personal email:Pathway to Cybersecurity Breaches

By G C Network | September 14, 2015

As a business communications tool, email is the dominant option, and many corporations have policies that allow the use of personal email on corporate computers. In a recent Adobe Systems…

IEEE Cloud Computing: Legal Clouds

By G C Network | September 11, 2015

The new issue of IEEE Cloud Computing is now available!   This special issue looks at how to balance privacy with legitimate surveillance and lawful data access. Some of the…

Cloud hosting: Look beyond cost savings and weigh pros, cons

By G C Network | September 3, 2015

Is your company struggling with the idea of using “cloud hosting” in order to save money? Truth be known, using cost savings as the primary reason for moving to cloud…

“Cloud First” Lessons Learned from ViON

By G C Network | August 25, 2015

In 2011, then United States CIO Vivek Kundra released the US Federal Cloud Computing Strategy [1]. In the executive summary he pointed to cloud computing as a key component of…

Looking for Security Peak Performance?

By G C Network | August 19, 2015

You can find it at Dell Peak Performance 2015!!! I’ll be there at the Aria Resort and Casino in Las Vegas attending as a social media correspondent with a full…

The Cybersecurity Sprint: Are we safe yet?

By G C Network | August 7, 2015

UPDATE: NBC News reports U.S. officials have disclosed a hack of the Pentagon’s Joint Staff unclassified email system, which took place on July 25. Recent unauthorized access to a U.S. government database…

Cloud Computing + Things = “Information Excellence”, Not IoT

By G C Network | July 31, 2015

The Internet of Things (IoT) has quickly become the next “be all to end all” in information technology. Touted as how cloud computing will connect everyday things together, it is…

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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