Saturday, June 28, 2014

#LatencyTipOfTheDay: Median Server Response Time: The number that 99.9999999999% of page views can be worse than.

The math is simple:

The median server response time (MSRT) is measured per request. Pages have many requests.

% of page view that will see a response worse than the MSRT = (1 - (0.5 ^ N)) * 100%.

Where N is the number of [resource requests / objects / HTTP GETs] per page.

Plug in 42, and you get:

(1 - (0.5 ^ 42)) * 100% = 99.999999999977%

Why 42?

Well, beyond that being the obvious answer, it also happens to be the average number of resource requests per page across top sites according to Google's 4 year old stats, collected across billions of web pages at the time [1].  Things have changed since then, and the current number is much higher, but with anything over 50 resource requests per page, which is pretty much everything these days,  both my calculator and excel overflow with too many 9s, and say it's basically 100%. Since I figured 12 9s makes the point well enough, I didn't bother trying a big decimal calculator to compute the infinitesimal chance of someone actually seeing the median or better server response times for a page load in 2014...

[1] Sreeram Ramachandran: "Web metrics: Size and number of resources", May 2010.



Discussion Note:



It's been noted by a few people that this calculation assumes that there is no strong time-correlation of bad or good result. Which is absolutely true. This calculation is valid if every request has an even chance of experiencing a larger-than-median result regardless of what previous results have seen. A strong time correlation would decrease the number of pages that would see worse-than-median results (down to a theoretical 50% in "every response in hour 1 was faster that every result in hour 2" situations). Similarly, a strong time anti-correlation will increase the number of pages that would see a worse-than-median result up to a theoretical 100% (e.g. when every two consecutive response time lie on two opposite sides of the median).

So in reality, if there is some time correlation involved. My number of 9's may be exaggerated. Instead of 99.9999999999% of page views experiencing a response time worse than the median server response time, maybe it's "only" 99.9% of page views that are that really bad. ;-)

Without establishing actual time-correlation or anti-correlation information, the best you can do is act on the basic information at hand. And the only thing we know about the median in most systems (on its own, with no other measured information) 's that the chances of seeing a number above it is 50%.

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  12. Herbal medicine is the best Greetings I am here to testify how great man called Dr OMO helped me out with herbs and roots which he prepared for me in use of curing my fibroids and Getting pregnant after 8 years of try to conceive with fibroids I takes his product (cure for my fibroid made with herbal medicine Root) for (14) days before I am to known I was totally pregnant after 2months of  using dr omo herbs he also  have Herbal medical for all types of diseases, and i promised him that i will tell the world about his Great job he ask me to drink from the herbal medicine before meeting my husband I did and after 2months I was pregnant thank you for your great job he can also help you  if you have a low sperm count  you want to  convince a baby fast  PCOS ,infections,  UTI, stomach ucler , Endometriosis, breast cancer,HIV?AID, Cancer, yeast infection,  Gonorrhea, Chronic Sinus, HPV , Genital Warts  low testosterone, Herpes, blocked fallopian tubes Liver parasites ovarian Arthritis, Cysts, pile,  Crowns and all other type of  diseases,  breast cancer, Get lost period back, stop period pain, Email : dromo596@gmail.com WhatsApp him on +2349033505260 thank you for all your work..

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  14. Herbal medicine is the best Greetings I am here to testify how great man called Dr OMO helped me out with herbs and roots which he prepared for me in use of curing my fibroids and Getting pregnant after 8 years of try to conceive with fibroids I takes his product (cure for my fibroid made with herbal medicine Root) for (14) days before I am to known I was totally pregnant after 2months of  using dr omo herbs he also  have Herbal medical for all types of diseases, and i promised him that i will tell the world about his Great job he ask me to drink from the herbal medicine before meeting my husband I did and after 2months I was pregnant thank you for your great job he can also help you  if you have a low sperm count  you want to  convince a baby fast  PCOS ,infections,  UTI, stomach ucler , Endometriosis, breast cancer,HIV?AID, Cancer, yeast infection,  Gonorrhea, Chronic Sinus, HPV , Genital Warts  low testosterone, Herpes, blocked fallopian tubes Liver parasites ovarian Arthritis, Cysts, pile,  Crowns and all other type of  diseases,  breast cancer, Get lost period back, stop period pain, Email : dromo596@gmail.com WhatsApp him on +2349033505260 thank you for all your work..

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  15. Herbal medicine is the best Greetings I am here to testify how great man called Dr OMO helped me out with herbs and roots which he prepared for me in use of curing my fibroids and Getting pregnant after 8 years of try to conceive with fibroids I takes his product (cure for my fibroid made with herbal medicine Root) for (14) days before I am to known I was totally pregnant after 2months of  using dr omo herbs he also  have Herbal medical for all types of diseases, and i promised him that i will tell the world about his Great job he ask me to drink from the herbal medicine before meeting my husband I did and after 2months I was pregnant thank you for your great job he can also help you  if you have a low sperm count  you want to  convince a baby fast  PCOS ,infections,  UTI, stomach ucler , Endometriosis, breast cancer,HIV?AID, Cancer, yeast infection,  Gonorrhea, Chronic Sinus, HPV , Genital Warts  low testosterone, Herpes, blocked fallopian tubes Liver parasites ovarian Arthritis, Cysts, pile,  Crowns and all other type of  diseases,  breast cancer, Get lost period back, stop period pain, Email : dromo596@gmail.com WhatsApp him on +2349033505260 thank you for all your work..

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  16. All thanks to Dr. Ojie the great herbal healer for his marvelous work in my life, I was diagnosed of herpes since 2017 and I was taking my medications, I wasn't satisfied i needed to get the herpes out of my system, I searched about some possible cure for herpes i saw a comment about Dr.Ojie ,how he cured herpes with his herbal medicine, I contacted him and he guided me. I asked for solutions, he started the remedy for my health, he sent me the medicine through UPS SPEED POST. I took the medicine as prescribed by him and miraculously i was cured from herpes , thank you dr Ojie you can also contact him on doctorojie1@yahoo.com or Whatsapp or call +2349015357322 Doctor Ojie can cure the following diseases :: Kidney failure ,Herpes1/2, CANCER, ALS (Lou Gehrig’s disease), Hepatitis A/B, chronic pancreatitis, Emphysema, COPD (Chronic , Obstructive Pulmonary Disease), asthma, Acute angle-closure Glaucoma, Diabetes, CHRONIC PANCREATITIS.

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  17. Do you know that there is a great herbal doctor who can cure any deadly disease like herpes, hiv/aids, cancer, syphilis, madness, hepatitis b, STD e.t.c. Well my main purpose of writing this to the whole world is about the great man DR John  did for me. I was diagnosed with a deadly disease called HPV in 2011, ever since then I have been taking medications until I met a great herbal doctor. Although I never believed in Herb medicine, I saw many testimonies on how he cured so many people and I decided to contact him. so i contacted him through his Whats App, he gave me a form to fill, i filled it and sent it back to him and then he told me that he would require some items to prepare a herbal medicine for me. i didn’t know where to find the items, and he told me that the only alternative is to help me get the items and he helped me purchase the items from the items seller. i promised myself to do anything to get cured, so i sent him the money and he prepared a medicine for me and he told me how i will be taking it. He asked me to have faith and believed in him which I did, 14 days later he asked me to go for a check-up, when I did the check-up I was tested for HPV Negative. All thanks to DR John . If you are passing through suffering and hardship and you need a way out , I advise you kindly contact Dr John  Whats App +2348130871253 or +1 (504) 3507342 

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  18. Do you know that there is a great herbal doctor who can cure any deadly disease like herpes, hiv/aids, cancer, syphilis, madness, hepatitis b, STD e.t.c. Well my main purpose of writing this to the whole world is about the great man DR John  did for me. I was diagnosed with a deadly disease called HPV in 2011, ever since then I have been taking medications until I met a great herbal doctor. Although I never believed in Herb medicine, I saw many testimonies on how he cured so many people and I decided to contact him. so i contacted him through his Whats App, he gave me a form to fill, i filled it and sent it back to him and then he told me that he would require some items to prepare a herbal medicine for me. i didn’t know where to find the items, and he told me that the only alternative is to help me get the items and he helped me purchase the items from the items seller. i promised myself to do anything to get cured, so i sent him the money and he prepared a medicine for me and he told me how i will be taking it. He asked me to have faith and believed in him which I did, 14 days later he asked me to go for a check-up, when I did the check-up I was tested for HPV Negative. All thanks to DR John . If you are passing through suffering and hardship and you need a way out , I advise you kindly contact Dr John  Whats App +2348130871253 or +1 (504) 3507342 

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  20. “I’m poly, so I find it extremely important to share my herpes status with everyone. To be honest, when I first found out I had herpes eight years ago, I became celibate for a couple years — I was too ashamed. But then I came to my senses and just had to find help from where ever i can — No one wanted to be with me, i was thinking i would never be happy again. Now, I must say i am so happy. I are free from the virus, since i used the herbal medicine from Robinsonbuckler11 [@] gmail com ]]]! https://www.robinbuckler. com..... He is the best, He is honest, end of story.”

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  21. I have been suffering from (HERPES SIMPLEX VIRUS) disease for the past four years and had constant pain, especially in my private parts. During the first year, I had faith in God that i would be healed someday. This disease started circulating all over my body and I have been taking treatment from my doctor, few weeks ago I came on search on the internet if I could get any information concerning the prevention of this disease, on my search I saw a testimony of someone who has been cured from (HERPES VIRUS) by this Man Dr ODIDI and she gave the email address of this man and advise we should contact him for any sickness that he would be of help, so I wrote to Dr.ODIDI telling him about my (HERPES VIRUS) he told me not to worry that I was going to be cured!! hmm I never believed it,, well after all the procedures and remedy given to me by this man few weeks later I started experiencing changes all over me as the Dr assured me that I have been cured, after some time I went to my doctor to confirmed if I have be finally healed behold it was TRUE, So friends my advice is if you have any type of sickness or Relationship problem you can email Dr. Odidi on (odidispelltemple@gmail.com Or whatsApp +2349077057670.  Website: www.odidispelltemple.blogspot.com

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  38. I was diagnosed of herpes 3 years, and ever since then i have been taking prevent outbreaks, burning and blisters, but there was no improvement until i came across testimonies of Dr. Abiodun on how he has been curing different people from different diseases all over the world, then i contacted him. After our conversation he sent me the medicine which i took according to his prescription for up to 2 weeks. After completing the medication i went back to my doctor for another test and the virus was all gone and i was completely cured, since then i have not had any signs of outbreak. I’m filled with joy. With herbal medication Herpes Virus is 100% curable. I refer Dr Abiodun to everyone out there with the virus Tel/Whats-App: Dr Abiodun on https://www.facebook.com/OtaborAbiodunHerbalMedicine/ +2349153551847 working 24 hrs world wide
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  39. Hello viewers all over the world I want to testify of what Dr.USELU did for me. i was having a very notorious and serious sickness called  i HERPES 1&2 contracted this sickness from my ex husband and was very in lost of hope i never believed i was going to be cured until i meant this great man called Dr USELU who God send to help me cure my sickness . he prepare herbal medicine for me which i used for 7 days i want you to know that all hope is not lost until everything is done. you can contact on his email address at dr.uselucaregiver@gmail.com now. or whatsapp him on +2347052898482 if you need his help  https://druseluherbalhome.simdif.com/

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  40. FINALLY FREE FROM HERPES VIRUS..I thought my life had nothing to offer anymore because life became meaningless to me because I had Herpes virus, the symptoms became very severe and bold and made my family run from me and abandon me so they won't get infected. I gave up everything, my hope, dreams,vision and job because the doctor told me there's no cure. I consumed so many drugs but they never cured me but hid the symptoms inside me making it worse. I was doing some research online someday when I came across testimonies of some people of how DR Ede cured them from Herpes, I never believed at first and thought it was a joke but later decided to contact him on the details provided and when I messaged him we talked and he sent me his herbal medicine and told me to go for a test after two weeks. Within 7 days of medication the symptoms disappeared and when I went for a test behold I was NEGATIVE by the Doctor Who tested me earlier. Thank you DR Ede because I forever owe you my life and I'll keep on telling the world about you. If you are going through the same situation, worry no more and contact DR Ede via his Email(dredespellcaster@gmail.com) Or WhatsApp him (+2347064290546) He is good too to cure all types of disease and virus. 1 HIV cure 2 cancer 3 diabetes 4 hepatitis 5 herpes. You can contact him if you are having any problems...

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  42. I am so happy, I never believe I will be this happy again, after suffering from Herpes (HSV) which make me lose my job. I never felt sick or have any symptom, till all workers were ask to bring their doctor report, that was how I got tested and found out that am HSV positive, I lost my job because they believed its STD and is incurable. I was so depress and Devastated thinking of committing suicide. I explained this to my friend and she consoled me and gave me hope, she told me about one African Doctor who has the ability to cure diseases with Natural medicinal herbs and roots for 3 weeks. She directed me to Doctor Kabiki and I contact him . I contacted this doctor and told him about my condition and this traditional doctor prepared and ship a product to me and told me to use it for just 3 weeks and after I finish taking the product he told me to go for check up which I did and to my greatest surprise my results were negative, I did the test at three different hospital just to be sure and I was indeed cured from Herpes (HSV). Please help me share this news to others and different people living with STDs and other diseases. Email Doctor Kabiki via drkibakisolutiontemple@gmail.com or you can call his mobile number on +1 407 218 6382

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  43. I am really happy that i have been cured from (HERPES SIMPLEX VIRUS) with
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  45. The doctors said Herpes virus do not have medical cure because the virus is capable of hiding within the human cells, it remains protected from your immune system. Herpes isn’t a special virus – your immune system has the tools to fight it back. But because it is able to lay dormant in protected cells, your immune system is unable to remove it from your body,But with strong reactive herbal medication is capable of getting rid of the virus gradually and totally from your body without damaging any of your cells,natural herbs kills the virus totally not just reducing the out break. Get natural herbs cure Email DR. VOODOO at voodoospelltemple66@gmail.com Add Dr voodoo on whatsApp +2348140120719

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  47. I don't have time beating around the bush, instead I go straight to the point.... So to you doubters I ain't expecting you all to believe my testimony but only the few chosen ones by God. In a short summary, I'm here to tell the whole world that I recently got cured from my long term herpes disease, both the HSV1 and HSV2 through the assistance of Herbalist doctor Oyagu I pray God continually blesses Dr Oyagu in all he does, because he is indeed a very good, nice and powerful doctor. I’m cured of herpes disease at last! Wow I'm so much in great joy because I've never in my life believed herbs works, but meeting doctor Oyagu was an eye opener and he made me believe that herpes truly got a complete cure. I used the doctor's herbal medicine for just two weeks and I was totally cured from both my HSV1 and HSV2. I'm so excited. For help and assistance in getting rid of your herpes virus you can Call/WhatsApp doctor Oyagu on his telephone number: +2348101755322 or for more inquiries you can as well contact the doctor on EMAIL: oyaguherbalhome@gmail.com

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