Redhat Linux Administrator

Redhat Linux Administrator
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Monday, November 10, 2025

A Small Change with Big Impact

Hello World,

Sharing some good stories which explain the importance of small changes with big Impact from the real world. Always have a mindset of bringing a meaningful changes to the table, which can benefit you/your family/your organization/society.

Let's start with a beautiful message below, more and less are inversely proportional.  A beautiful guide for a happy life.

Here are the short stories for our busy life readers.

🏨 Story 1: Hilton Hotels – “Laundry by Request”

Problem:
Hilton noticed that washing towels and linens daily across their global hotels consumed huge amounts of water, detergent, electricity, and labor costs.

Small change:
They simply added a small card in rooms saying —

> “Help us save the environment. Please hang your towel if you’ll use it again.”



Impact:
90% of guests followed it.

Hilton reduced laundry loads drastically.

Saved millions of dollars annually in water, energy, and detergent costs.

Also got positive PR as an eco-friendly brand.


👉 A tiny behavioral nudge turned into a global cost-saving system.


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🥤 Story 2: McDonald’s – “Half a Slice of Cheese”

Problem:
In McDonald’s Double Cheeseburgers, each sandwich used two full slices of cheese.

Small change:
They tested using one and a half slices instead of two — taste was still great.

Impact:
No drop in customer satisfaction.

Saved tens of millions of dollars per year in cheese costs globally.


👉 Just half a slice of cheese per burger = huge global savings.


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🚗 Story 3: Toyota – “Kaizen on the Shop Floor”

Problem:
An assembly worker noticed it took time to fetch a specific tool each time he assembled a part.

Small change:
He suggested placing the tool two feet closer to his workstation.

Impact:
Saved 3 seconds per car.

Across millions of cars produced yearly, this tiny change saved thousands of labor hours and millions of dollars.


👉 A worker-driven micro-innovation through Toyota’s “Kaizen” philosophy.


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📦 Story 4: Amazon – “Turn Off the Light” Automation

Problem:
Amazon’s massive warehouses ran lights all night even when no human was inside.

Small change:
They installed motion sensors and smart scheduling to automatically dim or switch off lights during low-activity hours.

Impact:

Energy bills reduced significantly.

Environmental impact lowered.

Millions saved annually across data centers and fulfillment hubs.


👉 A one-time sensor installation brought ongoing savings.


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🛫 Story 5: American Airlines – “The Olive Story”

Problem:
In the 1980s, American Airlines wanted to reduce in-flight catering costs.

Small change:
They removed just one olive from each salad served in first class.

Impact:

No complaints from passengers.

Saved about $40,000 a year at the time (worth a few hundred thousand today).


👉 A single olive = big money when scaled.

☁️ Story 6: Netflix – “Chaos Monkey” and the Reliability Revolution

Problem:
Years ago, Netflix engineers faced recurring issues — one random AWS server failure could break streaming for millions.

Small change:
Instead of waiting for failures, they built a tiny script called “Chaos Monkey” that randomly shuts down servers during working hours.

Impact:

Teams started designing apps to expect failure and auto-heal.

Netflix achieved near 100% uptime for streaming worldwide.

They saved millions in downtime costs and SLA penalties.

It created a DevOps culture of resilience across the industry.


👉 One “mischievous” script changed how the entire world builds fault-tolerant systems.


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💻 Story 7: Google – “Server Sleep Mode”

Problem:
Google’s data centers used enormous power even when servers were idle (nighttime, low-traffic hours).

Small change:
Engineers wrote a small power optimization routine to put idle servers to sleep (similar to laptop sleep mode) and wake them only when needed.

Impact:

Reduced data center energy use by up to 15%.

Saved hundreds of millions of dollars annually in electricity costs.

Also helped Google achieve its carbon-neutral goal earlier.


👉 A few lines of code reduced global energy costs.


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🚀 Story 8: Microsoft Azure – “Idle VM Auto-Shutdown Policy”

Problem:
Thousands of internal and customer virtual machines were left running 24/7 for testing or development, wasting compute costs.

Small change:
The Azure DevOps team introduced an “auto-shutdown” tag and policy — any non-production VM would automatically stop at night unless explicitly marked to stay on.

Impact:

Reduced internal Azure costs by over 30%.

Inspired customers to adopt the same model.

Brought millions in operational savings with a one-time automation script.


👉 Just a simple “if tag == non-prod, shutdown at 7PM” policy.


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🧠 Story 9: LinkedIn – “Build Time Optimization”

Problem:
Developers were frustrated that a code build took 15 minutes, repeated hundreds of times a day.

Small change:
A build engineer discovered caching wasn’t used effectively. They modified the build system to cache dependencies across builds.

Impact:

Build time dropped from 15 minutes to 4 minutes.

Saved thousands of engineering hours per month.

Happier devs, faster releases, more innovation.


👉 A small CI/CD tweak = millions in saved productivity.


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🐳 Story 10: Spotify – “Container Reuse”

Problem:
Spotify’s CI/CD pipeline built a fresh Docker image for every small code change — massive waste of compute and registry space.

Small change:
They implemented layer-level caching and image reuse for unchanged components.

Impact:

Build time cut by 60%.

Registry storage costs dropped by over 40%.

Faster deployment meant quicker feature rollouts.


👉 A one-line Docker caching fix that saved both time and money.


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⚙️ Bonus: Amazon – “The 11ms Latency Fix”

Problem:
Amazon noticed that a 100ms delay in page load caused a measurable drop in sales.

Small change:
An engineer optimized a backend API call, reducing average response time by just 11 milliseconds.

Impact:

Conversion rates improved.

Extra tens of millions of dollars in annual revenue.


👉 Milliseconds of improvement turned into millions in profit.

Wednesday, July 12, 2017

Building A Positive Attitude

There was a man who made a living selling balloons at a fair. He had all colors of balloons, including red, yellow, blue and green. Whenever business was slow, he would release a helium-filled balloon into the air and when the children saw it go up, they all wanted to buy one. They would come to him, buy a balloon and his sales would go up again. He continues the process all day.

One day, he felt someone tugging at his jacket. He turned around and saw a little boy who asked, If you release a black balloon, would that also fly? Moved by the boy's concern, the man replied with empathy. "Son, it is not the color of the balloon, it is what is inside it that makes it go up."


The same thing applies to our lives. No matter the type of person we are, it is what is inside that counts.

Sunday, July 9, 2017

Trip to Goa

A Trip to Goa...

Everything on earth which is till today… should have begin/created at some point.
So here is the reason for planning this trip.
We started 2 goa on 2nd march 2016 as one of our US friend(sharath chandra) returned india for a month stay. And we  had planned  for a get together as he came 2 india after 2 years of his stay in US.
After refering a lot many places, we finally stuck up with goa. Totally excited about the trip as most of us never visited Goa, infact never saw a sea before(espicially me).
Me along with my friends had very planned trips earlier like wayanad(kerala), and to some riligious places like Bhadrachalam, Tirupathi etc. But this time, due to busy times in office and short time for planning and  due to our tortoise US friend there was no plan.
We all had applied leaves for 4 days(thursday to sunday) and booked tickets 2 days before the trip.
When we got the head count, we were a cricket team(11 members). Just like our indian cricket team has players from different states in our country and came united as Indian cricket team, we too started our journey from diffenent places as we work in different states and different fields and planned 2 reach Goa by 3rd march 2016 mng(thursday mng).
Here is a small introduction about my friends who are in this trip to Goa.
Abhilash started from pune, 3 of his cousin brothers Giri, Uday and Manoj started from hyderabad and on the way picked up two of our best buddies karthik and Revanth at jadcharla which is near to my home town kurnool. And the final troop of 5 members started from banglore which included me(Vinod), Ravi, Naresh , Avinash and sharath babu.
 

       If you remember carefully, there is an important guys missing… who's that… a puzzle to you ?………… yeah… u got it… the tortoise/US guy(Sarath chandra) is missing in the trip. we all were a bit upset as this entire trip was planned for him as he earlier missed the beautiful wayanad trip because he was in US at that time. As things didnot worked out for him due to his personal reasons and priorities he has again missed this trip to Goa.
We all started on 2nd march 2016(wed night) and planned 4 a four days stay in Goa. We all kept the destination spot as PANJIM and should be a crew of 11 members by 10 am in the next mng.
Note: All the above things are written by  me(vinod) on the night journey to goa in seabird tourists bus, were my friends were slepping after a lot of fun chat and whatsapp talk exchanges as we are travelling in different directions to Goa.
It was something like "At the end of our life, we all reach one supreme god using different paths(religions)"… seems to match up our current scenario of travelling 2 goa from diff directions.
3rd March 2016(thusday mng)
It was around 5am when we reached Hubli, and driver gave a stop for 10mins near the highway at a tea stall corner. Though all my friends are in deep sleep i wokeup searching for water and had got down and relaxed for a bit of time.
At 7'o clock we were stopped for breakfast but we were not in breakfast mood as its too early time in the mng, therefore we all took coffee and tea break companied with biscuits.

We all started now to Panjim and as per our discussion with bus driver, we will reach the panjim stop by an hour delay i.e 11 am, where as all our other crew will be reaching by around 8:30.
Travelling in bus for such long hours is not a new thing for me as in the last 9 years, bus journeys have become part of my life. During B'tech we had bus journeys for 4 years, which took 4 hours in a day for up and down journey to our engineering college. Post b'tech, i have joined HCL Comnet in Chennai as fresher and stayed for 3 months, where i was travelling for 12 hours from chennai to my home town kurnool, andhra pradesh. Then i have assigned a project in hyd (ceva logistics) and worked as unix admin for 2 years and travelling every week from Hyderabad to kurnool which took 4 hours of my time in bus journey. At last i got an opportunity to work with Accenture, Bangalore(project : starwood hotels and resorts) from last 2.5 years and.was travelling 2 my home once in two weeks which made me to travel for 8 hours in bus during this period.

The bus journey to Goa was comfortable for me, where as some of my friends were complaining about their disturbed sleep and comfortables. As we need more energy to spend in goa… all went for a power nap and some were listening music and here i am typing this blog for my pleasure.

We reached Belgum @ 8am which is the border of Karnataka and we need 3 more hours to travel to goa(Panjim) which is around 150 kms from here. It takes 3 hours as there is forest and Ghat section durning this time and is the reason for 3 hours of journey.
We reached Panjim by 11:30 am and went 2 home stay @ Roy and Ron hotel and had met all my friends @this hotel and finally we were a crew of 11 members now and we had a deal for 3days stay @ Rs 13k in Roy and Ron home stay and took 6 activa bikes, rs 300 for each bike and got refreshed. We had a tasty lunch at near by hotel and planned our first place to visit.
 
We first went Auguda fort and this fort was built in 16th century was a pleasant place to visit where one can see the diff architecture of the fort. There is a beautiful scenic view of the sea from this fort. We had took beautiful pics near this places.
Auguda fort


                                                  pics taken at Auguda fort
After visiting this place, we had some cooldrinks near the fort and planned to visit the colungitty beach.
We reached colungitty beach by 4pm and the beach is getting crowded as it is evening time.  I was fully excited as i watched the sea and the beach for the first time in my life.
The soil in the beach was very soft and liked to walk with bare foot. We started to enjoy the waves and the water was too much salty… but fun dominated all such barriers.

We all were playing with the waves,  we tried to walk into the sea and the waves were pushing us to beach. We had a fantastic time here and had pineapple fruits with friends along with some drinks.

After getting relaxed here, while coming out Giri, Uday, avinash had permanent tattoos, and Naresh had a temporary taatoo. Uday and Avinash had tatoos of there names below their wrist and Giri had a tattoo saying "daddys lil boy",  Naresh had a tribal design on his bicep.



After tattoos program, we planned 2 go to a new place and had thought 2 go to a near by beach for the party and dinner.
We went to the beach, and had lots of fun as we played kabadi game in the soft soil after some drinks. We had a tasty dinner here and went 2 hotel at around 1 am.
We all were too tired when we reached our home stay as we did long journey in bus on this day and roamed the city on bikes. Unfortunately there was no electricity in the building and no body was able 2 sleep properly.
We spoke to the owner of our hotel Mr Roy about the inconvenience as we see power in other rooms of the hotel but not in our rooms. To our surprise, the owner gave us another room temporarily for that night and we all slept very comfortably on this night around 3a.m. It was very painful for me as my leg got strained twice during the kabadi match in the beach.
The next day we woke up at 8 AM and my leg was in great pain and i was unable to walk normally but we started 2 baga beach by 10 am after finishing our breakfast.

The Baga Beach
It was a hot sunny day at baga beach, which is famous for it water sports. Each sport has a cost set and the top adventurous sport was parasailling. We all went for the parachut raid and it was awsome experience as we were driven into the sea by exchanging two boats.
We all enjoyed the adventurous sport and had memorable time in the mid of the sea, however the paragliding a bit costly one Rs1100/- per head, but its worth of it as you fly like a bird and have a dip in sea and again fly to the sky. While returning all my friends gave a dive into the sea as they were protected with the live jackets and guys had fun in water.


its me ...simulating like a bird


  After reaching the beach, i felt to take some rest and took 3 chairs having umbrella at the beach and got relaxed well with the Goa drinks and fruits. However our guys still has the enthusiasm to play more games and went on to play water boat and other games. Karthik and abhi had temporary taatoos here, karthik had 2 tribal designs and abhi had a Scorpio tatoo. After relaxing for time our  stomachs were thriving for food. And soon we took our bikes started to next beach spot and planned for a tasty meal on the way.
After having a fantastic meal, we started 2 anjuna beach, where abhi's bike gave a kiss 2 speed breaker and had a small skid and abhi got the some goa marks on his leg and hand which was a distortion for all us and visited goa hospital for the first aid… however we reached the anjuna beach for the sunset view which was extremely beautiful. It was such a scenic view we never experienced earlier. I was sitting on a rock with waves talking to me very frequently and my legs we playing with the waves and watching the good bye scene of the sun for this day.  Our guys started playing with disk and the vollyball till they got tired. It was around 9 pm which is the closing time for the beach. We had a funny experiences in this beach as we lost bike key for some time, bike got skid in the slopy sand of the beach and at last started the bikes to our rooms to take some rest. But our guys preferred Baga beach as it will not close during night times.
 
Scenic view at Anjuna beach





Finally we spent 3 beautiful days in Goa... where we had all type of experiences, scenic view, parties, night bike rides , verity of Goa food etc..... We all had a very refreshing trip... We all reached our destinations safely with all memorable incidents in Goa!!!

I would suggest this place(Goa) to be visited once in a bachelor life...


Thank You For Reading this blog of mine....
- Vinod Kumar


Sunday, February 28, 2016

Always upgrade knowledge…time to time

Jo John, a woodcutter, worked for a company for five years but never got a raise. The company hired Bill and within a year he got a raise. This caused resentment in John and he  went to his boss to talk about it. The boss said, "You are still cutting the same  number of trees you were cutting five years ago. We are a result-oriented company and would be happy to give you a raise if your productivity goes up." John went back, started hitting harder  and putting  in longer hours  but he  still wasn't able to cut more trees. He went back to his boss  and told him his dilemma. The boss told John to go talk to Bill. "Maybe there is something Bill knows that you and l don't." John asked Bill how he managed to cut more  trees. Bill answered,  "After every tree l cut, l take a break for two minutes and sharpen my  axe. When was the last time  you sharpened your axe?" This question hit home like a bullet and John got his answer.

My question is, when was the last time  you sharpened your axe? Past glory and education don't do it. We have to continuously sharpen the axe.

- From the book - "You can win - by Shiv Khera"

My boss & I

 My boss & I

ME and MY BOSS !!

When I Take a long time to finish,
I Am Slow,
When my boss takes a long time,
He Is Thorough

When I don't do it,
I Am Lazy,
When my boss does not do it,
He Is Busy,

When I do something without being told,
I Am Trying To Be Smart,
When my boss does the same,
He Takes The Initiative,

When I please my boss,
I am apple polishing,
When my boss pleases his boss,
He is cooperating,

When I make a mistake,
I Am An Idiot.
When my boss makes a mistake,
He's Only Human.

When I am out of the office,
I Am Wondering Around.
When my boss is out of the office,
He's On Business.

When I am on a day off sick,
I Am Always Sick.
When my boss is a day off sick,
He Must Be Very Ill.

When I apply for leave,
I Must Be Going For An Interview.
When my boss applies for leave,
It's Because He's Overworked

When I do good,
My Boss Never Remembers,
When I do wrong,
He Never Forgets