fbpx Skip to content

Should Data Centers Think?

SourceConnecte! Marketplace With A Mission

By pwsadmin | March 6, 2020

Earlier this year, GC GlobalNet launched a new breed of B2B e-commerce sites. Curated by Kevin L. Jackson, SourceConnecte (with an “e”) went live with three strategic goals in mind: Efficiently leverage modern social media technologies to facilitate value-based interactions between enterprise buyers and vetted suppliers; Establish a protected interactive environment capable of supporting high-value B2B e-commerce negotiations…

Potential vs. Reality: Is Edge Computing Real?

By pwsadmin | January 19, 2020

Edge computing provides compute, storage, and networking resources close to devices generating traffic. Its benefits are based on an ability to provide new services capable of meeting stringent operational requirements by minimizing both data latency and the need for bandwidth. Based on Google trend data, searches for the term has also grown substantially over the…

Enabling Digital Transformation

By pwsadmin | December 22, 2019

Digital transformation integrates technology into all areas of an organization’s business or mission. Its fundamental purpose is to create and deliver innovative and industry-changing products and services to a global customer base. This outcome requires the seamless two-way flow of data and information between internal business processes and external processes that interact with customers, business…

The ThinkShield Story Part 1: The Challenge

By G C Network | October 24, 2019

The cybersecurity challenge seems to be growing daily. Threats are becoming more sophisticated, and attacks are becoming more destructive while the corporate world’s response seems to resemble a deer in headlights. Recent examples of this dangerous state of affairs include[1]: A data breach of a US Customs and Border Protection surveillance contractor that led to…

CIO dream team: Who’s in and why?

By G C Network | October 12, 2019

Today’s CIO navigates the twin challenges of enabling new business models and managing rapid technological change. Cloud computing strategies are now table stakes. CIOs must make complex decisions about using public and private clouds, on-premises enterprise systems, Internet of Things, edge computing, and many other user experience outlets. Cloud-enabled digital transformation can’t happen without the…

Digital Transformation and the Mainframe

By G C Network | September 1, 2019

Digital transformation infuses digital technology into all areas of an organization’s business or mission. Its fundamental purpose is to create and deliver innovative and industry-changing digital products and services to a global customer base. By doing this, an enterprise gains an ability to quickly act and react to changing data, operational conditions and competitive strategies…

Composable Architecture Q&A. Are you ready?

By G C Network | August 26, 2019

Q: Is it time for my company to jump on the composable architecture bandwagon? A: Composable architectures are quickly becoming essential to the modern enterprise. Citing a recent Forrester study: the adoption of composable infrastructure as an element of a hybrid IT strategy results in faster, more flexible, and more efficient ecosystems that enable companies…

GC Global Net

Increase Productivity by Reducing Technology Distraction: Lessons from Forrester Research

By G C Network | August 8, 2019

Workplace productivity is hurt every day by the very technology developed and purchased to improve it. Forrester announced this surprising conclusion in their latest “How To Wake Up From The Nightmare Of Workplace Technology Distraction” study. The Forrester Analytics Global Business Technographics® Workforce Benchmark Recontact Survey included 6,508 respondents in Australia, Canada, China, France, Germany, the…

Unveiling the end-to-end capabilities for the networked society

By G C Network | June 10, 2019

An Interview with Henrik Basilier  By Kevin L. Jackson The telecom industry is rapidly moving towards a future in which networks must have the capabilities of delivering services with the agility, flexibility and scalability only made possible by full programmability. More than software defined networks (SDN), these capabilities will deliver software defined service domains that…

AT&T Finance Solutions GM on Shrimping, Software, and CX

By G C Network | June 10, 2019

Helping clients address the trends and challenges presented by the Financial Services industry is the main focus for René Dufrene in his role as General Manager of Finance Solutions at AT&T Business. His global responsibility includes Retail Banking, Insurance, Payment, and Wealth Management solutions. His background, the impact of digital transformation, the role of 5G,…

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

( Thank you. If you enjoyed this article, get free updates by email or RSS – © Copyright Kevin L. Jackson 2016)

Follow me at https://Twitter.com/Kevin_Jackson
Posted in

G C Network

Leave a Comment





Crate

Purchase Crate

Shipping and discount codes are added at checkout.

Checkout
Scroll To Top