Welcome!

@CloudExpo Authors: Pat Romanski, Liz McMillan, Elizabeth White, Yeshim Deniz, Maria C. Horton

Related Topics: @CloudExpo, Microservices Expo, @DXWorldExpo

@CloudExpo: Article

The Human Body and @Cisco's #DataCenter Automation | @CloudExpo #AI #ML

How self-defense and self-healing capabilities of our human body is similar to firewalls and intelligent monitoring capabilities

Disclaimer : I am an IT guy and my knowledge on human body is limited to my daughter's high school biology class book and information obtained from search engines. So, excuse me if any of the information below is not represented accurately !

The human body is the most complex machine ever created. With a complex network of interconnected organs, millions of cells and the most advanced processor, human body is the most automated system in this planet. In this article, we will draw comparisons between the working of a human body to that of a data center. We will learn how self-defense and self-healing capabilities of our human body is similar to firewalls and intelligent monitoring capabilities in our data centers. We will draw parallels between human body automation to data center automation and explain different levels of automation we need to drive in data centers. This article is divided into four parts covering each of body main functions and drawing parallels on automation

Have you ever felt sick? How do you figure out that you are going to get sick and you need to call it a day. Can you control how fast your heart should beat or can you control your breath as per your wish? Human body is the most automated system we have in the entire universe. It's the most advance machine with the fastest microprocessor and a lightning network which powers us every day. There is lot to learn on how the architect of our body has designed our body and how using the same design principals we should automate the data center of the future.

Human body compare

The fundamental principal of automation is to use the data to do intelligent analytics that enables us to take action. When we are about to fell sick, our body gives us some indicators (alerts) which tells us things are not going per plan and we need to take action. Such indicators can be in the form of developing fever or chills, feeling cold, or having pain. Once we get these alerts either we take action, i.e., take medication or we let our body self-heal if the alert is not to worry about, e.g., a small cut.

Our body like our systems (compute, network, etc.) have a way to read these alerts and take appropriate actions. In addition, our body has tremendous and most advance security system always working to defend ourselves from various malicious attacks!  An example when the virus strikes the human body, it attacks the body cellular structure and begins to destroy it. Our body defense mechanism immediately sends white blood cells to attacks the invading virus and tries to destroys it. All this happens 24x7 and without us telling our body to do so! If the body fails to defend on its own then it gives signals to help it out and that is when we either go to a doctor to get us some medicine or take some other external remedies to help our body. Now imagine if we can develop similar advanced security system to defend our data centers from all the attacks. There are several things we can learn from how our body works and incorporate the same in creating highly automated data center of the future. Let's examine each of the body systems and how we can leverage it for our benefit. While this is not biology lesson it is time to go back to your school days.

The Immune System
This is perhaps the most intelligent and automated system in our body and most relevant to the way we should automate our data center security. Our immune (security) system is a collection of structures and processes who job is to protect against disease or other potentially damaging foreign bodies.  These diseases and/or foreign bodies is equivalent to virus, malware or other type of security threats we see in our data center.  Our immune system consists of various parts (hardware) and systems (software) which allows our body to self-defend and self-heal against attacks, which happens 24x7.

Immune

Image courtesy:Flexablog.com

There are six main components of our immune system.

  1. Lymph Nodes: This is a small bean shape structures that produce and store cells to fight infection and diseases. Lymph nodes contains lymph, a clear liquid that carries those cells to various parts of our body.
  2. Spleen: This is located on your left-hand side of your body under your ribs and above your stomach. The spleen contains white blood cells that fight infection
  3. Bone-Marrow: The yellow tissue in the center of bones that produced white blood cells
  4. Lymphocytes: These small white blood cells play a large role in defending the body against disease. The two types of lymphocytes are B-cells, which make antibodies that attack bacteria and toxins, and T-cells, which help destroy infected or cancerous cells
  5. Thymus: Responsible to trigger and maintain production of antibodies
  6. Leukocytes: These are disease fighting white blood cells that identifies and eliminates pathogens

Together all the above components make up our immune system. Think these of various security devices like physical access card readers, firewalls, anti-virus software, anti-spam and other security mechanism we deploy in our data center. The immune system can be further divided in two systems.

The Innate Immune System
The innate immune response is the first step in protecting our bodies from foreign particles. It is an immediate response that's "hard-wired" into our immune system. It's a generalized system which protects against any type of virus attacks and not tied to specific immunity. For example, general barriers to infection include:

  • Physical (skin, mucous, tears, saliva, and stomach acid)
  • Chemical (specific proteins found in tears or saliva that attack foreign particles)
  • Biological (microbiota or good bacteria in the gut that prevents overgrowth of bad bacteria)

The innate immune system is general i.e. anything that is identified as a foreign or non-self becomes target for the innate immune system

The Adaptive Immune Response
The innate immune response leads to the pathogen-specific adaptive immune response. While this response is more effective, it takes time to develop-generally about a week after the infection has occurred. This system is called adaptive because it's a self-learning system which adapts itself to new threats and creates a self-defense mechanism to neutralize such threats in the future much faster. A good example we all know from birth is vaccinations. We are injected with a weakened or dead virus to enable our body learn on how to defend against a particular type of virus. Our body then remembers this all its life and protects us 24x7 from this particular virus.

Thus, the immune system is both reactive and adaptive. It reacts when a pathogen enters our body to neutralizes it, it also is constantly learning and adapting to new threats. It's also intelligent to know what is self - Anything naturally in the body, e.g., our own cells to non-self-Anything that is not naturally present in the body. The system also is a quick reacting system and has inbuilt messaging system which passes signal from one cell to another to act on incoming threat all at lightning speed. In addition, its layered security system with multiple types of cells playing particular role to defend. While some cells are located at the entry point of our body like mouth, nose, ear, etc., and act as security guards, others are located in our circulatory systems or in our bone marrow and gets released as and when required.

Enough of biology. Let's get into our IT world. Imagine our data center having similar innate and adaptive capabilities. The innate or generalized security systems are our firewalls, emails scanners etc. which can neutralize generalized threats in our data center. They are not tied to specific threats like DoS or Dirty cow type OS vulnerability. These systems are continuously watching for any threats and neutralizes once they find known and familiar threats. E.g. email spam filters, anti-virus software, etc.  Much like our body has physical, chemical and biological defense layers, our data center needs to have different security layers to product us from various types of attacks. At a minimum, we four level of security in our DC. Physical security (Access card readers, Security guards), network security (DNS, DMZ/Internal, Firewalls), component level (Compute, Storage) and application level (email, OS, Java, Oracle, etc.). There are lot of technologies available today which provides various layers of security including those provide by industry leaders like Cisco.

While we have innate defense capabilities, what we need to protect us against increasing sophistication of attacks is the adaptive self-defense capabilities. The system should self-learn various signatures and patterns from past attacks and can automatically create self-healing code (white blood cells) to defend against new threats. In other words, systems should be able to self-heal itself. Such a system will create new defense signatures based on previous attacks and adapt to new type of attacks.

Humans intervene only when the system fails to do its job. Let's take an example. Let us assume a new type of virus is released, it's an enhanced version of previously known virus, so the signature is different. If the virus pattern is not known, humans have to develop anti-virus signatures and then update anti-virus software to fix the exposure. This is like taking an external dose of antibiotics to heal your body. This can take days if not weeks to get the updated software from vendor and apply it across all vulnerable systems. Now what if we have systems in the future which can create required antibiotics on its own and try to fix the exposure? Such systems much like our body learns from previous attacks, modify its current software to adapt to new threat and tries to defend itself all without human intervention! Seems unreal. Our body is capable for doing this with to do this with 75% or more success rate. Can we aim for 80%?

Another capability we need in our data center is the self-healing capability. Much like how a human body detects abnormalities in the human body and attacks the problem without asking for your permission J, data center security mechanism as well as fault detection system should work in similar way. Imagine your body waiting for your instruction to defend from invading virus!! What if you were sleeping. When an abnormality is detected in the data center, we need to act immediately. Today, while many of data center security products are designed to detect malicious attacks and take appropriate action without human intervention, we need to extend this inside every component (compute/storage/network) in the data center. We should have intelligence at every layer to protect against increasing form of attacks and everything needs to be connected together. An end point device which detected a threat can alert all the security components at all layers about incoming threat. Each system notifies other systems on the status of threat and there is constant communication between fire-walls, compute, storage system based on type and level of attack.

As an example, imagine we discover a new super critical vulnerability in our operating system which allows an authorized user to get root privileges. Today in most enterprises it takes weeks if not days to detect and remediate the vulnerability. In tomorrow's world system should be smart enough to take detect such gaps and apply the fix immediately. Why wait when we know waiting can have adverse impact on our business and yes did I mentioned it should be done without downtime to business. After all your body does not need downtime to fix YOU.

To summarize we need following capabilities for our data center security

  1. Multi-layered inter-connected security system. There should be common messaging bus between different infrastructure components to detect and notify status of threats
  2. Should be both innate and adaptive to react to different type of threats
  3. Self-learning with self-healing capabilities.  Should continuous learn and adapt to new threats
  4. Ability to react at the speed of light

In the next article, we will focus on the body's nervous system, which is the most complex but also the most intelligent sensor system in the planet.

Until next time....

More Stories By Ashish Nanjiani

Ashish Nanjiani is a Senior IT Manager within Cisco IT managing Cisco worldwide IT data centers as an operations manager. With 20 years of IT experience, he is an expert in data center operations and automation. He has spoken in many inter-company events on data center automation and helps IT professionals digitize their IT operations. He is also an entrepreneur and has been successfully running a website business for 10+ years.

Ashish holds a Bachelor of Science degree in Electrical and Electronics and a Masters in Business Administration. He is a certified PMP, Scrum master. He is married and has two lovely daughters. He enjoys playing with technology during his free time. [email protected]

@CloudExpo Stories
As you move to the cloud, your network should be efficient, secure, and easy to manage. An enterprise adopting a hybrid or public cloud needs systems and tools that provide: Agility: ability to deliver applications and services faster, even in complex hybrid environments Easier manageability: enable reliable connectivity with complete oversight as the data center network evolves Greater efficiency: eliminate wasted effort while reducing errors and optimize asset utilization Security: implemen...
Your homes and cars can be automated and self-serviced. Why can't your storage? From simply asking questions to analyze and troubleshoot your infrastructure, to provisioning storage with snapshots, recovery and replication, your wildest sci-fi dream has come true. In his session at @DevOpsSummit at 20th Cloud Expo, Dan Florea, Director of Product Management at Tintri, provided a ChatOps demo where you can talk to your storage and manage it from anywhere, through Slack and similar services with...
Most people haven’t heard the word, “gamification,” even though they probably, and perhaps unwittingly, participate in it every day. Gamification is “the process of adding games or game-like elements to something (as a task) so as to encourage participation.” Further, gamification is about bringing game mechanics – rules, constructs, processes, and methods – into the real world in an effort to engage people. In his session at @ThingsExpo, Robert Endo, owner and engagement manager of Intrepid D...
Recently, WebRTC has a lot of eyes from market. The use cases of WebRTC are expanding - video chat, online education, online health care etc. Not only for human-to-human communication, but also IoT use cases such as machine to human use cases can be seen recently. One of the typical use-case is remote camera monitoring. With WebRTC, people can have interoperability and flexibility for deploying monitoring service. However, the benefit of WebRTC for IoT is not only its convenience and interopera...
Evan Kirstel is an internationally recognized thought leader and social media influencer in IoT (#1 in 2017), Cloud, Data Security (2016), Health Tech (#9 in 2017), Digital Health (#6 in 2016), B2B Marketing (#5 in 2015), AI, Smart Home, Digital (2017), IIoT (#1 in 2017) and Telecom/Wireless/5G. His connections are a "Who's Who" in these technologies, He is in the top 10 most mentioned/re-tweeted by CMOs and CIOs (2016) and have been recently named 5th most influential B2B marketeer in the US. H...
Michael Maximilien, better known as max or Dr. Max, is a computer scientist with IBM. At IBM Research Triangle Park, he was a principal engineer for the worldwide industry point-of-sale standard: JavaPOS. At IBM Research, some highlights include pioneering research on semantic Web services, mashups, and cloud computing, and platform-as-a-service. He joined the IBM Cloud Labs in 2014 and works closely with Pivotal Inc., to help make the Cloud Found the best PaaS.
Companies are harnessing data in ways we once associated with science fiction. Analysts have access to a plethora of visualization and reporting tools, but considering the vast amount of data businesses collect and limitations of CPUs, end users are forced to design their structures and systems with limitations. Until now. As the cloud toolkit to analyze data has evolved, GPUs have stepped in to massively parallel SQL, visualization and machine learning.
"With Digital Experience Monitoring what used to be a simple visit to a web page has exploded into app on phones, data from social media feeds, competitive benchmarking - these are all components that are only available because of some type of digital asset," explained Leo Vasiliou, Director of Web Performance Engineering at Catchpoint Systems, in this SYS-CON.tv interview at DevOps Summit at 20th Cloud Expo, held June 6-8, 2017, at the Javits Center in New York City, NY.
"This week we're really focusing on scalability, asset preservation and how do you back up to the cloud and in the cloud with object storage, which is really a new way of attacking dealing with your file, your blocked data, where you put it and how you access it," stated Jeff Greenwald, Senior Director of Market Development at HGST, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
"Venafi has a platform that allows you to manage, centralize and automate the complete life cycle of keys and certificates within the organization," explained Gina Osmond, Sr. Field Marketing Manager at Venafi, in this SYS-CON.tv interview at DevOps at 19th Cloud Expo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
Creating replica copies to tolerate a certain number of failures is easy, but very expensive at cloud-scale. Conventional RAID has lower overhead, but it is limited in the number of failures it can tolerate. And the management is like herding cats (overseeing capacity, rebuilds, migrations, and degraded performance). In his general session at 18th Cloud Expo, Scott Cleland, Senior Director of Product Marketing for the HGST Cloud Infrastructure Business Unit, discussed how a new approach is neces...
Cloud-enabled transformation has evolved from cost saving measure to business innovation strategy -- one that combines the cloud with cognitive capabilities to drive market disruption. Learn how you can achieve the insight and agility you need to gain a competitive advantage. Industry-acclaimed CTO and cloud expert, Shankar Kalyana presents. Only the most exceptional IBMers are appointed with the rare distinction of IBM Fellow, the highest technical honor in the company. Shankar has also receive...
"We're developing a software that is based on the cloud environment and we are providing those services to corporations and the general public," explained Seungmin Kim, CEO/CTO of SM Systems Inc., in this SYS-CON.tv interview at 21st Cloud Expo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA.
Business professionals no longer wonder if they'll migrate to the cloud; it's now a matter of when. The cloud environment has proved to be a major force in transitioning to an agile business model that enables quick decisions and fast implementation that solidify customer relationships. And when the cloud is combined with the power of cognitive computing, it drives innovation and transformation that achieves astounding competitive advantage.
Leading companies, from the Global Fortune 500 to the smallest companies, are adopting hybrid cloud as the path to business advantage. Hybrid cloud depends on cloud services and on-premises infrastructure working in unison. Successful implementations require new levels of data mobility, enabled by an automated and seamless flow across on-premises and cloud resources. In his general session at 21st Cloud Expo, Greg Tevis, an IBM Storage Software Technical Strategist and Customer Solution Architec...
In his session at Cloud Expo, Alan Winters, U.S. Head of Business Development at MobiDev, presented a success story of an entrepreneur who has both suffered through and benefited from offshore development across multiple businesses: The smart choice, or how to select the right offshore development partner Warning signs, or how to minimize chances of making the wrong choice Collaboration, or how to establish the most effective work processes Budget control, or how to maximize project result...
To get the most out of their data, successful companies are not focusing on queries and data lakes, they are actively integrating analytics into their operations with a data-first application development approach. Real-time adjustments to improve revenues, reduce costs, or mitigate risk rely on applications that minimize latency on a variety of data sources. In his session at @BigDataExpo, Jack Norris, Senior Vice President, Data and Applications at MapR Technologies, reviewed best practices to ...
"Software-defined storage is a big problem in this industry because so many people have different definitions as they see fit to use it," stated Peter McCallum, VP of Datacenter Solutions at FalconStor Software, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
Data is the fuel that drives the machine learning algorithmic engines and ultimately provides the business value. In his session at Cloud Expo, Ed Featherston, a director and senior enterprise architect at Collaborative Consulting, discussed the key considerations around quality, volume, timeliness, and pedigree that must be dealt with in order to properly fuel that engine.
"Our strategy is to focus on the hyperscale providers - AWS, Azure, and Google. Over the last year we saw that a lot of developers need to learn how to do their job in the cloud and we see this DevOps movement that we are catering to with our content," stated Alessandro Fasan, Head of Global Sales at Cloud Academy, in this SYS-CON.tv interview at 20th Cloud Expo, held June 6-8, 2017, at the Javits Center in New York City, NY.
In his keynote at 19th Cloud Expo, Sheng Liang, co-founder and CEO of Rancher Labs, discussed the technological advances and new business opportunities created by the rapid adoption of containers. With the success of Amazon Web Services (AWS) and various open source technologies used to build private clouds, cloud computing has become an essential component of IT strategy. However, users continue to face challenges in implementing clouds, as older technologies evolve and newer ones like Docker c...