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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
By: Ashish Nanjiani
Apr. 16, 2017 01:00 PM
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.
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
There are six main components of our immune system.
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 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
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
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....
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