fbpx Skip to content

Should Data Centers Think?

GC Global Net

Cloud Computing Evolves: An Interview with Mats Johansson

By G C Network | June 6, 2019

Recently, Ericsson Digital released an amazing report on Edge Computing and 5G. In it, they explained how distributed cloud computing is paving the way for the future of network communications. They also advised telecommunications operators, not to wait for 5G but they should build tomorrow’s networks today! Given the cost, effort and focus such a commitment…

The IoT Nexus: Bosch Connected World 2019 in Berlin

By G C Network | May 11, 2019

Next week, I will be influencing #LikeABosch as I accept an invitation from the company to attend Bosch ConnectedWorld 2019 (BCW19) in Berlin, Germany. This is one of the world’s largest international forums for the Internet of Things (IoT) and brings together the best minds to energize the co-creation of connected products and solutions invented for life. The conference,…

Survive and Thrive With Digital Transformation

By G C Network | April 17, 2019

First cloud computing then multi-cloud. How can we get ahead of this digital transformation nightmare? These are the laments heard in conference rooms and board meeting around the world. While the goal seems simple, adopting and migrating to a cloud service provider requires much more than executive willingness and a sharp IT organization. A lot…

The “George Jetson” of Today

By G C Network | April 13, 2019

He grew up in Silicon Valley, landed his first job at Apple Computers, was introduced to Nobel Prize winners by his dad and today, he takes a self-driving car to work so that he can squeeze in a few morning conference calls with the US east coast Team. Is this George Jetson!? No. It’s just…

MWC19: Where Telecommunications and Cloud Meet

By G C Network | March 23, 2019

As a cloud solution architect, my passion is learning the details about how cloud computing uniquely supports specific business cases. This curiosity is what drove my excitement when Ericsson invited me to work with them during Mobile World Congress 2019 in Barcelona, Spain. As the largest mobile event in the world, MWC Barcelona brings together the latest…

Tulane University SoPA Selects “Architechting Cloud Computing Solutions”

By G C Network | February 16, 2019

Last week, Packt Publishing announced that “Architecting Cloud Computing Solutions” by Kevin L. Jackson and Scott Goessling was selected for use by the Tulane University School of Professional Advancement, Applied Computing Systems & Technology Program as the textbook for their mandatory Enterprise Architecture – Hardware course starting Spring Semester 2019. I am proud and honored to be trusted by such a prestigious institution. Being an “Amazon…

5G Wireless Technology Connecting Healthcare

By G C Network | February 16, 2019

Healthcare is in the middle of massive change. Called digital transformation by many, this term describes the industry’s pursuit of the many promises offered by connected patients, connected caregivers, and connected hospitals. While the goals of this transformation are many and varied, a recent HIMAA Media survey revealed the top four as: Seeking improved quality of care…

Maria Lensing: The Network Platform for Healthcare’s Future

By G C Network | February 16, 2019

As a girl, Maria and her family traveled to Memphis, Tennessee to get cancer treatment for her sick brother. The miracle she observed, as the healthcare providers saved her brother’s life, ignited a passion for healthcare. Unfortunately, that passion didn’t apply to blood, so she went into electrical engineering and biomedical engineering, eventually falling in…

How “Big Iron” Does “Big Regulation”

By G C Network | January 10, 2019

According to Verizon, there were over there were over 53,000 security incidents in 2017, with over 2,200 of those identified as confirm data breaches. A Ponemon Institute study also showed that companies experiencing a data breach took an average of 147 days to detect that breach. These statistics serve a key motivator of Stuart McIrvine, Director…

Mainframe Synergies for Digital Transformation

By G C Network | January 10, 2019

In July  of 2018, Broadcom announced its intentions to acquire CA Technologies. In the press release, Hock Tan, President and Chief Executive Officer of Broadcom, said: “This transaction represents an important building block as we create one of the world’s leading infrastructure technology companies. With its sizeable installed base of customers, CA is uniquely positioned…

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