Saturday, June 21, 2014

#LatencyTipOfTheDay:
Q: What's wrong with this picture?
A: Everything!

Question: What's wrong with this picture:


Answer: Everything!

This single chart (source redacted to protect the guilty) is a great depiction of my last four #LatencyTipOfTheDay posts in one great visual:

1. Average (def): a random number that falls somewhere between the maximum and 1/2 the median. Most often used to ignore reality.

Well, that one is self explanatory, and the math behind it is simple. But I keep meeting people who think that looking at average numbers tells them something about the behavior of the system that produced them... Which is especially curious when what they are trying to do is monitor health, readiness, and responsiveness behavior. This chart summarizes averages of the things it plots. Just like everyone else. I hear that on the average these days, the tooth fairy pays $2/tooth.

2. You can't average percentiles. Period.

See those averages posted (at the bottom of the chart) for the 25%, 50%, 75%, 90%, and 95% lines? It's not just that average numbers are low in meaning in their own right. Averaging percentiles is so silly mathematically that it may be a good way to build a random number generator. Read this #LatencyTipOfTheDay post for an explanation of just how meaningless averages of percentiles are.

3. If you are not measuring and/or plotting Max, what are you hiding (from)?

This is a classic "feel good" chart. The chart is pretty. And it looks informative. But it really isn't. Not unless all you care about is the things that worked well, and you don't want to to show anything about a single thing that didn't work well. The main practical function of such a chart is to distract the reader, and make them look at the pretty lines that tell the story of what the good experiences were, so that they won't ask questions about how often bad experiences happened.

The way a chart like this achieves this nefarious purpose is simple: it completely ignores, as in "does not display any information about" and "throws away all indication of", the worst 5% of server operations in any given interval, or in the timespan charted as a whole.

This chart only displays the "best 95%" of results. You can literally have up to 5% of server side page response times take 2 minutes each, and this pretty picture would stay exactly the same.

Whenever charts that show response time or latency fail to display the Maximum measurements along with lower quantiles (like the 95%, or the median, or even the fuzzy average), ask yourself: "what are they hiding?".

4. Measure what you need to monitor. Don't just monitor what you happen to be able to easily measure.

This chart plots the information it has. Unfortunately the information it has is not the important information needed for monitoring server response behavior...

Monitoring is mostly supposed to be about "this is how bad the bad stuff was, and this is how much bad stuff we had". It's been a while since I had met anyone operating servers that only cared about the fastest operation of the day. Or only the best 25% of operation. Or only about the better half of operations. Or only the better 95% of operations, but didn't care at all about the worst 5% of operations. But that's exactly (and only) what the 25%'lie, median, and 95% lines in this chart display. It is literally a chart showing "this is how good the good stuff was". 

Percentiles matter for monitoring server response times, and they matter to several 9s in the vast majority of server applications. The fact that your measurements or data stores only provided you with common case latencies (and yes, 95% is still common case) is no excuse. You may as well be monitoring a white board.

You see, when you actually ask scary questions like "how many of our users will observe the 99.99%'lie of server side HTTP request time each day?" you'll typically get the scary answer that makes you realize you really want to watch that number closely. Much more so than the median or the 95%'ile. Not asking that question is where the problems start.

For example, the statement "roughly 10% of all users will experience our 99.99%'lie once a day or more" is true when each page view involves ~20 HTTP gets on the average, and the average user does ~50 page views or refreshes during a day. Both of these are considered low numbers for what retail sites, or social networking sites, or online application sites experience, for example. And very few users will "fail to experience" the 99.9%'lie in 50 page views under the same assumptions. So if you care about what a huge portion of your user based is actually experiencing regularly, you really care about 99.9% and 99.99%'iles.

But even though I have yet to meet an ops team that does not need to monitor the 99.9% and/or 99.99%'lie of their server response times, it's rare that I meet one that actually does monitor at those levels. And the reason is that they are usually staring at dashboards full of this sort of feel good chart, which distract them enough to not think about the fact that they are not measuring what they need to monitor. Instead, they are monitoring what they happen to be able to measure...

Once you know what you want to be watching, the measurement and the retention of data is where the focus should start, as those pretty picture things usually break early in the process because the things that need monitoring were simply not being measured. E.g. many measurement systems (e.g. Yammer metrics when using its default reservoir configurations) do not even attempt to actually measure percentiles, and model them statistically instead. Of the ones that actually do measure percentiles on the data they receive (e.g. StatsD, if you sent it un-summarized data about each and every server response time), the percentile measurements are typically done on relatively short intervals and summarized (per interval) in storage, which means two things: (A) You can only measure very low numbers of 9s, and cannot produce the sort of percentiles you actually should be monitoring, and (B) the percentiles cannot be usefully aggregated across intervals (see discussion).

(A) happens because intervals are "short", and cannot individually produce any useful data about "high number of 9s". E.g. there is no way to report useful information on the 99.9%'lie or 99.99%'lie in a 5 second interval when the operation rate is 100 ops/sec.

(B) happens because unless percentile data is computed (correctly) across long enough periods of time, it is basically useless for deducing percentiles across more than a single interval. Collecting the data for producing percentiles over longer periods is relatively straightforward (after all, it's being done for each interval with low numbers of 9s), but has some storage volume and speed related challenges with commonly used percentile computation techniques. Challenges that HdrHistogram completely solves now, BTW.

So what can you do about his stuff? A lot. But it starts with sitting down and deciding what you actually need to be monitoring. Without monitoring things that matter, you are just keeping your operations and devops folks distracted, and keeping your developers busy feeding them distracting nonsense.

And stop looking at feel good charts. Start asking for pretty charts of data that actually matters to your operations...

45 comments:

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    Replies
    1. I was cured of CANCER with the used of natural herbs. My name is Mella Ken and am from US. I love herbs so much. Most times, injection and drugs are just a waste of time. I was cured 8 months ago, i suffered from CANCER for 3 yrs but with the help of Dr.Sayo herbal medicine, i was cured within few weeks of drinking the herbs he sent to me through courier delivery service. This same doctor also cured my Aunty from FIBROID, as soon as i heard she had FIBROID, i quickly refer her to Dr.Sayo and she was cured too after drinking his herbs.I have referred more than 15 persons to Dr.Sayo and they were all cured from their various illness. Have you taken herbs before?. You have spent so much money on drugs,injections,surgeries etc and yet you have no good result to show for it. Contact Dr. Sayo now, he is a herbalist doctor, i assured you of a cure if you drink his natural herbs. Dr.Sayo have herbs that cures Hiv, Herpes, diabetics, asthma, hepatitis, HBP, STD, cancer, chronic, etc. Contact Dr Sayo through his Email address on: sayoherbalhealer@gmail.com or WHATSAPP/CALL him on+2349012175679 Visit his FB page: https://www.facebook.com/Sayo-Herbal-Healer-100145798345000/    
      also visit website: http://sayoherbalhealinghome.com/ or check blogs: https://naturerootandherbscures.blogspot.com/ Please share the good news to other people once you are cured    

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    2. Happiness is all i see now, i was herpes sicker for 6 years but i thank God for directing my footsteps to Dr Emu, he gave me instructions and i followed and in 2 weeks i was completely cured using his medicine, I am now Herpes Negative Contact Dr Emu for more information, He also has other cure to other ailment, HIV AIDS, CANCER, DIABETES, HEART DISEASE, HEPATITIS B/C And also restore broken relationships such as Ex HUSBAND, Ex WIFE, BROKEN MARRIAGES, Any kind of Problem in any relationship can be restore back in 24hours, Just Email: emutemple@gmail.com Whatsapp or call: +2347012841542

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    3. I’m recommending Dr Godday to everyone who have herpes virus to get the cure from him. I was diagnose of genital herpes in 2015 and i have been searching and asking questions to see if i could get something to cure the disease because i did not believe what the doctors say that no cure is found yet. I came across a comment on Youtube and the person testify how she was cured from herpes and hpv after using Dr Godday herbal medicine. I quickly contact Dr email and explain my problem to him and he prepare the herbs and send it to me through courier and gave me instructions on how to use it and tell me to go for checkup after usage which i did after two weeks of taken the herbal medicine and my result was NEGATIVE. I waited another month and retested the result was still NEGATIVE and my doctor told me that am completely free from herpes. Am so happy and grateful to Dr Godday for what he has done for me and i will continue to share this for people out there to know that there is cure for herpes. You can contact Dr Godday on email and WhatsApp to get the cure from him. Email:goddayspiritualhome@gmail.com Or Call/What’s-app +1{919}4956404

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    4. Coping with any kinds of illnesses is not an easy mission especially if it comes to the herpes sickness.  I'm also here to express my joy and tell the world the actual truth which is; there is herbal cure for herpes infection, all my career I've lived my life believing this. Since four years ago and till today I still say yes! Dr Edidia (dredidiaherbalhome@gmail.com) or whatsapp number +2349074505296 cures this infection using African traditional herbal medicines. After he cured me four years ago of herpes, ever since then I worked with him distance never a barrier, I'm a living witness to this. And I have directed both genital and HPV patients to him and they are permanently cured. there is a cure to all diseases including HSV, HIV, CANCERS, DIABETES, HEPATITIS B, COPD, FIBROIDS using the right medications with the right herbalist Dr Edidia. Are you herpes positive and permanently want to get rid of this infection contact dredidiaherbalhome@gmail.com or whatsapp +2349074505296 for permanent herbal cure. Be bold and smart. Don't be fooled by selfish people who say there is no cure.

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    5. To know more about Chief Dr Lucky you can visit his website (https://chiefdrluckyherbaltherapy.wordpress.com/)
       
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    6. Good day to you all am very happy to write this testimony to the whole world to see the great work of the great man named DR.ehiaguna I was down over since 1year but thank god am here to give this testimony for you all to see the great powers that is hiding on this earth I was once an HSV 2, but thanks to him that help me I was going through internet looking for cure when I see this man name ehiaguna  I quickly email him If I can get help to grateful surprise to me he really do according to the post I see on internet this man ask me to provide some necessary things which he should be able to use for my cure, I did what he say and after everything, this man told me that after two weeks I will be cured, after that ending of the weeks i should go for test I did and I was very happy when I see my result but i don’t know how he did it but thank God for bring this man to me am very happy to see myself am HSV negative you can order now and get your cure on email: drehiaguna@gmail.com  just call him for quick answer on his number +2348073908953, also contact him on this 1. HIV / AIDS 2. COPD 3. CANCER 4. ALS (Lou Gehrig's disease) 5. Hepatitis B6. HPV 

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  2. Dr. LUCKY Herbs is a good remedy for herpes Virus , I was a carrier of herpes virus and I saw a testimony on how Dr. LUCKY cure Herpes Virus, I decided to contact him, I contacted him and he guided me. I asked him for solutions and he started the remedies for my health. After he finish he sent me the herbs which i took for 2 weeks before asking me to go for a check up and getting there i could not believe that i was confirm HSV 2 Negative after the test, Today i am so happy because i'm free from herpes disease with the help of Dr. LUCKY. Thank God now everything is fine, I'm cured by Dr. LUCKY herbal medicine, I'm very thankful to God for making it possible. you can reach him on his email, i strongly recommend him to any one out here looking for a cure.Contact Dr LUCKY via email: (drluckyherbalcure@gmail.com)  Or WhatsApp; +2348154637647   

    ReplyDelete
  3. FINALLY FREE FROM HERPES VIRUSI thought my life had nothing to offer anymore because lifebecame meaningless to me because I had Herpes virus, thesymptoms became very severe and bold and made my familyrun from and abandoned me so they won't get infected. I gaveup everything, my hope, dreams,vision and job because thedoctor told me there's no cure. I consumed so many drugs butthey never cured me but hid the symptoms inside me makingit worse. I was doing some research online someday when Icame across testimonies of some people of how DR Ebhotacured them from Herpes, I never believed at first and thoughtit was a joke but later decided to contact him on the detailsprovided and when I messaged him we talked and he sent mehis herbal medicine and told me to go for a test after twoweeks. Within 7 days of medication the symptomsdisappeared and when I went for a test Lo and behold I wasNEGATIVE by the Doctor Who tested me earlier. Thank you DREbhota because I forever owe you my life and I'll keep ontelling the world about you. If you are going through samesituation worry no more and contact DR Ebhota viadrebhotasolution@gmail. com or WhatsApp him via +2348089535482.he also special on cureing 1. HIV/AIDS2. HERPES 3. CANCER 4.ALS 5. HEPATITIS B 6.DIABETES 7. HUMAN PAPILOMA VIRUS DISEASE(HPV)8. ALZHEIMER 9. LUPUS (Lupus Vulgaris or LupusErythematosu

    ReplyDelete
  4. FINALLY FREE FROM HERPES VIRUSI thought my life had nothing to offer anymore because lifebecame meaningless to me because I had Herpes virus, thesymptoms became very severe and bold and made my familyrun from and abandoned me so they won't get infected. I gaveup everything, my hope, dreams,vision and job because thedoctor told me there's no cure. I consumed so many drugs butthey never cured me but hid the symptoms inside me makingit worse. I was doing some research online someday when Icame across testimonies of some people of how DR Ebhotacured them from Herpes, I never believed at first and thoughtit was a joke but later decided to contact him on the detailsprovided and when I messaged him we talked and he sent mehis herbal medicine and told me to go for a test after twoweeks. Within 7 days of medication the symptomsdisappeared and when I went for a test Lo and behold I wasNEGATIVE by the Doctor Who tested me earlier. Thank you DREbhota because I forever owe you my life and I'll keep ontelling the world about you. If you are going through samesituation worry no more and contact DR Ebhota viadrebhotasolution@gmail. com or WhatsApp him via +2348089535482.he also special on cureing 1. HIV/AIDS2. HERPES 3. CANCER 4.ALS 5. HEPATITIS B 6.DIABETES 7. HUMAN PAPILOMA VIRUS DISEASE(HPV)8. ALZHEIMER 9. LUPUS (Lupus Vulgaris or LupusErythematosu

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  6. Greatest thanks to Dr Oyagu for his herbal drugs that he prepared for me and when i start using it in just 2weeks i was completely cured and that ended my HERPES SIMPLEX 1&2 DISEASE i am so happy and grateful to Dr Oyagu . after reading about him on a testimony of Jason Cash on a blogger. i knew suddenly Dr Oyagu was the right Doctor to cure my HERPES SIMPLEX 1&2 DISEASE. i discuss with Dr Oyagu and he prepared a herbal medicine for me and when it got sent to me in south korean . i used the herbal medicine and 2weeks and i went to check up again. after 15years of suffering from HERPES SIMPLEX 1&2 at last i am smiling once again. Dr Oyagu also has remedy to others disease like COLD SORES,HIV/AIDS,DIABETES.CANCER,HIGH BLOOD PRESSURE AND MANY MORE. I oblige everyone to contact this powerful herbalist Dr Oyagu and be free from your suffering. contact his WhatsApp line: +2348101755322 or his Email:Oyaguherbalhome@gmail.com

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  7. My health was horrible before I decided to try the Protocol Of taking Dr Ebhota herbal mixture. I felt there was no hope for my health and I was doubtful to try the Protocol thinking it wouldn’t work because I have visited so many hospital but same result. However, I was convinced by my friend to try the herbal medicine because I wanted to get rid of HPV/WART. The herbal mixture that was given to me was really quick and easy to take, and since I have be taking it for less than 3 days I have less outbreak. But within one week i was fully cured from WART/HPV. The herbal medicine really work and I will like to share this great herb doctor contact with you all email him drebhotasolution@gmail.com or whatsapp +2348089535482. Pls try and help yourself out of warts completely today. he also c My health was horrible before I decided to try the Protocol Of taking Dr Ebhota herbal mixture. I felt there was no hope for my health and I was doubtful to try the Protocol thinking it wouldn’t work because I have visited so many hospital but same result. However, I was convinced by my friend to try the herbal medicine because I wanted to get rid of HPV/WART. The herbal mixture that was given to me was really quick and easy to take, and since I have be taking it for less than 3 days I have less outbreak. But within one week i was fully cured from WART/HPV. The herbal medicine really work and I will like to share this great herb doctor contact with you all email him drebhotasolution@gmail.com o r whatsapp +2348089535482. Pls try and help yourself out of warts completely today. he ure DIABETIES ULCAL CANCER etc.He also told me that he has solution for the flowing.1 Cancer cure2 Diabetes cure3 Ringing ear4 Herpes cure5 Warts cure6 HPV cure7 Get your ex back8 Pregnancy herbal medicine9 Prostate enlargement10 Hepatitis B11 Disability12 Kidney problem Etc.

    ReplyDelete
  8. I was cured of CANCER with the used of natural herbs. My name is Mella Ken and am from US. I love herbs so much. Most times, injection and drugs are just a waste of time. I was cured 8 months ago, i suffered from CANCER for 3 yrs but with the help of Dr.Sayo herbal medicine, i was cured within few weeks of drinking the herbs he sent to me through courier delivery service. This same doctor also cured my Aunty from FIBROID, as soon as i heard she had FIBROID, i quickly refer her to Dr.Sayo and she was cured too after drinking his herbs.I have referred more than 15 persons to Dr.Sayo and they were all cured from their various illness. Have you taken herbs before?. You have spent so much money on drugs,injections,surgeries etc and yet you have no good result to show for it. Contact Dr. Sayo now, he is a herbalist doctor, i assured you of a cure if you drink his natural herbs. Dr.Sayo have herbs that cures Hiv, Herpes, diabetics, asthma, hepatitis, HBP, STD, cancer, chronic, etc. Contact Dr Sayo through his Email address on: sayoherbalhealer@gmail.com or WHATSAPP/CALL him on+2349012175679 Visit his FB page: https://www.facebook.com/Sayo-Herbal-Healer-100145798345000/    
    also visit website: http://sayoherbalhealinghome.com/ or check blogs: https://naturerootandherbscures.blogspot.com/ Please share the good news to other people once you are cured    

    ReplyDelete
  9. *Herpes is a serious and recurring disease which can't be cured through drugs or injections by the American doctors but the best way to deal with Herpes is by taking natural herbs medicine for it and is only few American doctors that know about this herbal medicine from Dr odion.. I have read about Dr odion the great herbalist doctor from African who can cure Herpeewith his powerful herbal medicine. for the people suffering from the following diseases Hiv, Herpes, Cancer, Als,Herpatitis, Diabetes, Hpv,Infections ETC should contact him for his herbal medicine because i am a living testimony and i was cured of Herpes. Although, i sent him what he requested and he sent me his medicine which i took for two weeks and today when i went for test i was tested Herpes negative and he can also cure herpes etc you can reach him through his WhatsApp number:+2349019421176 he will help you out or email drodionherbalhome12@gmial.com*

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  10. I am really happy that i have been cured from (HERPES SIMPLEX VIRUS) with the herbal medicine of Dr OGBENI , i have been suffering from this disease for the past 3 years and 4 mouth without solution until i came across the email of this doctor who have cure so many people with his herbal medicine, i also choose to give him a chance to help me and my husband, he told me what to do and i kindly did it, and he gave us his herbal medicine and direct me on how to use it, i also follow his instructions for use and he ask us to go for a check up after 1 week and 5days which i did, to my greatest surprise our result came out as negative, we are really happy that there is someone like this doctor who is ready to help anytime any day. To all the readers and viewers that is doubting this testimony stop doubting it and contact this doctor if you really have one and see if he will not actually help you. i am not a stupid woman that i will come out to the public and start saying what someone have not done for me and i know that there are some people out there who are really suffering and hurting their family just because of these diseases so you can Email him on dr.ogbeniherbalhome@gmail.com OR
    WHATSAPP him on +2348103170329

    Thank you for your time and be happy again

    https://www.facebook.com/Dr-Ogbeni-100937351577518/

    ReplyDelete
  11. Happiness is all i see now, i was herpes sicker for 6 years but i thank God for directing my footsteps to Dr Emu, he gave me instructions and i followed and in 2 weeks i was completely cured using his medicine, I am now Herpes Negative Contact Dr Emu for more information, He also has other cure to other ailment, HIV AIDS, CANCER, DIABETES, HEART DISEASE, HEPATITIS B/C And also restore broken relationships such as Ex HUSBAND, Ex WIFE, BROKEN MARRIAGES, Any kind of Problem in any relationship can be restore back in 24hours, Just Email: emutemple@gmail.com Whatsapp or call: +2347012841542

    ReplyDelete
  12. I was diagnosed of herpes virus, I have tried all possible means to get cure but all my effort proved abortive, until a friend of mine introduced me to a herbal doctor called Dr Agaba, who prepare herbal medicine to cure all kind of diseases including herpes virus (Herpes), when i contacted this herbal doctor via email, he sent me herpes virus herbal medicine via courier service, when i received the herbal medicine he gave me step by step instructions on how to apply it, when i applied it as instructed i was totally cured from the virus within 3 weeks of usage. Contact this great herbal doctor today to get your cure. 
    Via Email: Dragabasolutionhome@gmail.com or WhatApp: +2349074536486    

    ReplyDelete
  13. Happiness is all i see now I never thought that I will be cured from HERPES virus again. I have been suffering from a deadly disease (HERPES) for the past 3 years now, I had spent a lot of money going from one places to another, from churches to churches, hospitals have been my home every day residence. Constant checks up have been my hobby not until this faithful day, I was searching through the internet, I saw a testimony on how DR agaba helped someone in curing his HERPES disease, quickly I copied his email which is Dragabasolutionhome@gmail.com just to give him a test I spoke to him, he asked me to do some certain things which I did, he told me that he is going to provide the herbal cure to me, which he did, then he asked me to go for medical checkup after some days after using the herbal cure, behold I was free from the deadly disease, he only asked me to post the testimony through the whole world, faithfully am doing it now, please brothers and sisters, he is great, I owe him in return. if you are having a similar problem just email him on : Dragabasolutionhome@gmail.com or WhatApp: +2349074536486  

    ReplyDelete
  14. Happiness is all I see now. I never thought that I would be cured from the HERPES virus again. I have been suffering from a deadly disease (HERPES) for the past 3 years now, I have spent a lot of money going from one place to another, from church to church, hospitals have been my home every day. Constant checks up have been my hobby not until this faithful day, I was searching through the internet, I saw a testimony on how DR OLUTA helped someone in curing his HERPES disease, quickly I copied his email which is dr.olutaspellcaster@gmail.com just to give him a test I spoke to him, he asked me to do some certain things which I did, he told me that he is going to provide the herbal cure to me, which he did, then he asked me to go for medical checkup after some days after using the herbal cure, behold I was free from the deadly disease, he only asked me to post the testimony through the whole world, faithfully am doing it now, please brothers and sisters, he is great, I owe him in return. if you are having a similar problem just email him on ( dr.olutaspellcaster@gmail.com ) or you can whatsApp his mobile number on +2349065326267
    You can also contact him if are diagnosed with any the virus below
    {a1}HIV and AIDS
    {2}Diabetes
    {3}Epilepsy
    {4} Blood Cancer
    {5} He Can Make you get Pregnancy
    {6.} HPV
    {7} ALS
    {8} Hepatitis B
    {9} Diabetes
    {10}Love Spell
    (11) Fibroid  
      https://m.facebook.com/pages/category/Product-Service/Drolutaherbalhome-100710878112591/  

    ReplyDelete
  15. First, I want to complement this site administrator for creating this platform I frequently get cold sores(which lasts for 5-6 days on my lips and its painful both physically and mentally) .. As a bodybuilder, I basically get outbreak due to the daily pressure and heat in the body.. Recently I stumbled upon my salvation. I found a herbal remedy to cure hsv completely, in just 4weeks ..

    I got to know about Dr Utu after seeing a lady's testimony online. I reached the doctor and I ordered for herpes herbal medicine. He sent the herbs to me and I started making use of them. In just 2days, the cold sores are cleared. 4weeks after medication, I went to the hospital for test of cold sores and it was completely NEGATIVE.

    By following every prescription, i was able to cure my cold sore in less than 4weeks. 100% natural herbs no after effect.
    Note: Please do let others know if this work for you.
    The doctor's email is drutuherbalcure@gmail.com
    Note : follow all instructions accordingly..

    If you are sure that you have benefited from this African herbs be courageous to inform others.
    Thanks in advance

    ReplyDelete
  16. Good news this is to everyone out there with different health challenges, as I know there are still a lot of people suffering from different health issues and are therefore looking for solutions. I bring you Good news. There is a man called Dr ehiaguna a herbal practitioner who helped cure me from HSV (2), i had suffered from this diseases for the past 5 years and i have spent so much money trying to survive from it. I got my healing by taking the herbal medicine Dr ehiaguna sent to me to drink for about 14 days . 3 days after completion of the dosage, I went for a medical checkup and I was tested free from HSV. all thanks to God for leading me to Dr ehiaguna who was able to cure me completely from this deadly diseases, I’m sharing this so that other people can know of this great healer called Dr ehiaguna because I got to know him through elizabeth who he cured from HIV. I was made to understand that he can cure several other deadly diseases and infections. Don’t die in ignorance or silent and don’t let that illness take your life. Contact Dr ehiaguna through his email  drehiaguna@gmail.com You can also whatsapp/call him on:+2348073908953 . Visit his website  https://effectiveherbalcurehome.blogspot.com/   He cure all forms of disease {1}HIV/AIDS {2}DIABETES {3}EPILEPSY {4} BLOOD CANCER {5} HPV {6} BRAIN TUMOR {7} HEPATITIS {8}COPD{9} SICKLE AND ANAEMIA.etc Be kind enough to share as you received.  

    ReplyDelete
  17. God has sent Dr Ogedegbe to help people out from this horrible virus. I was diagnosed with HPV for 4 years, a few months ago a friend introduced me to dr Ogedegbe and I only took his natural treatment for a week & 3 days, and I totally got cured with his herbal treatment. If you are suffering from HPV, you don't have to be roaming round dr Ogedegbe email is attached, contact him on email:  dr.ogedegbe6@gmail.com or whatsapp/call him via +2348109374702 ....

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  18. I have been suffering from (HERPES) disease for the last four years and had constant pain, especially in my mouth. During the first year,I had faith in God that i would be healed someday.This disease started circulate 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 healed from (HIV and Cancer) by this Man Dr Ogodo and she also 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 Ogodo 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 Dr Ogodo assured me that i have cured,after some time i went to my doctor to confirmed if i have be finally healed behold it was TRUE, So friends my advise is if you have such sickness or any other at all you can email Dr Ogodo on ogodoherbalhomesolution@gmail.com) or call him whatsapp +2349044680467
    He also specialize in treating all kinds of virus diseases such as
    [1]PENIS ENLARGEMENT [2]CANCER [3]DIABETES [4]HIV/AIDS [5]LOW SPERM COUNT [6]COPD [7]KIDNEY DISEASES [8]STROKE [9]HEART DISEASE [10] HEPATITIS
    Dr Ogodo God sent to our generation
    https://www.facebook.com/oogoherbalhomesolution/

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  19. HERBAL DR EMU WHO PREPARE HERBAL MEDICINE TO CURE ALL KINDS OF DISEASES INCLUDING HERPES DISEASE.   
     I have been battling this Herpes disease for almost 3 years now....I tried all possible means to get cure from my Herpes Disease but all to be in vain until i saw a post in a health forum about a herbal Dr Emu who prepare herbal medicine to cure all kind of diseases including Herpes Disease, at first i doubted if it was real but decided to give it a try...when i contact Dr Emu via his email (emutemple@gmail.com)  write him and reply me explain how the process work so after ordering for the medicine I got it within 3/4 working days through DHL Delivery and I took it according to the way Dr Emu instructed, I was so happy after 2 week I took the medicine there was very big change in my health when I was done with the process I go for test, I found out I am negative...Herpes patients should also get in touch with this herbalist Dr Emu to get rid of these Herpes Virus forever his whatsapp number +2347012841542. Website: https://emutemple.wordpress.com/ 

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  20. A GREAT THANKS TO DR.WEALTHY FOR CURING ME FROM GENITAL HERPES I AM SO HAPPY TO GIVE THIS TESTIMONY ARE YOU SUFFERING FROM THIS SICKNESS HERE IS DR WHO CAN HELP
    I can’t believe my genital herpes is really cured, oh is by this time last year I start feeling bad about my life, I feel pain everyday of my life am very happy now that am really cured I couldn’t have do this on my own I wish is not God that help me with my helper I was searching the internet about this sickness last 3month when I found about great doctor wealthy, the man that keep his words I write the man email about my problem immediately I get a reply from him asking me to fill a form which I immediately did and send back to him after some mins he reply me that he have work on my cure that I need to provide some materials, which can enable him to work on my cure which I did on the next day of it, after some hours he inform me that he have getting the things needed for the cure and he is about to go on with the curing spell he called me again after 50mins that he is done with the cure that I should check my body and also go for test I cant believe I was negative a big thanks to him am very happy now with my family you can also get your self cured too from this sickness by contacting him through his email: wealthylovespell@gmail.com or whatapp +2348105150446
    He also have a herbal cure for 7 other DISEASES;
    1.HIV
    2.SHINGLES
    3.VIRAL HEPATITIS
    4.INFLUENZA
    5.IMPOTENCE,
    6.BARENESS/INFERTILITY,
    7.ANTHRAX
    8 HPV
    Contact him today and you will have a testimony…Good luck!

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  21. My brother David has been diagnose with HERPES for a little more than a year. He showed signs of it for close to three years and no Doctor was able to figure out what was wrong, until my sister whom he had been living with kept trying to bring him to each doctor ---- finally found a doctor who recognised almost immediately that he had HERPES. He has been taking medication that was made available to him only through a medical grant funding from those who have donated to the continuing research for a possible cure. He has slowed down in the progression, but without side affects. My hopes and prayers are that, you can HERPESo contact the Doctor for possible cure if you have HERPES or any relative suffering for same disease here is their contact is as follow. healthmedlab@gmail.com OR info@healthmedlabclinic.com  their Website: www.healthmedlabclinic.com

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  22. Hello everybody, i don't just know the reason why some people is finding it difficult to believe that there is a cure for herpes, i have been suffering from herpes since last three years but today i am happy that am cure from it with the herbal medicine of Dr Omongbe the great healer,i was browsing the internet searching for help when i came across a testimony shared by someone on how Dr Omongbe cure his herpes i was so much in need of getting his treatment but after all Dr Omongbe brought a smile to my face with his herbal medicine. I am so happy today that we have someone like this great healer out there, so my people out there kindly visit this great healer on his website https://dromongbenaturalre.wixsite.com/dromongbenaturalreme  email address: dromongbenaturalremedies@gmail.com please sir keep your good work cause there are people out there who is in need of your healing medicine.once more contact him now you can call him or whatsApp his number  +2348050407265

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  23. Am Here To Give My Testimony About A Doctor Who Helped Me In My Life. I Was Infected With HERPES SIMPLEX VIRUS In 2019, I Went To Many Hospitals For Cure But There Was No Solution, So I Was Thinking How Can I Get A Solution Out So That My Body Can Be Okay. One Day I Was In The River Side Thinking Where I Can Go To Get Solution. So A Lady Walked To Me Telling Me Why Am I So Sad And I Open Up All To Her Telling Her My Problem, She Told Me That She Can Help Me Out, She Introduce Me To A Doctor Who Uses Herbal Medication To Cure HERPES SIMPLEX VIRUS And Gave Me His Email, So I Mail Him. He Told Me All The Things I Need To Do And Also Give Me Instructions To Take, Which I Followed Properly. Before I Knew What Is Happening After Two Weeks The HERPES SIMPLEX VIRUS That Was In My Body Got Vanished . So If You Are Also Heart Broken And Also Need A Help, You Can Also contact Him Through Dr. Oyagu reach him oyaguherbalhome@gmail.com visit his website https://oyaguspellcaster.wixsite.com/oyaguherbalhome Or whatsapp him via +2348101755322

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  24. Dr. Riaria cured my herpes virus that have been in my body since two years, ever since then my life has been incomplete, I have used so many drugs that was prescribed to me by doctors, but it didn't cure my herpes virus, i was checking for solution on the internet then I miraculously came across Dr. Riaria the powerful herbalist that  can cure herpes infection, then I contacted him through his email, I explained everything to him and he prepared a herbal medicine and sent it to me through FedEx, which I took for 14 days with the instruction he gave me, and when I did a test in the hospital my result came out negative it was the happiest day of my life that am cure from HSV 2,  are you also suffering from same virus or another diseases you can simply contact him via email: drriaria@gmail.com  you can also call or WhatsApp him on: +2349134987375.  

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  25. Dr. Riaria cured my herpes virus that have been in my body since two years, ever since then my life has been incomplete, I have used so many drugs that was prescribed to me by doctors, but it didn't cure my herpes virus, i was checking for solution on the internet then I miraculously came across Dr. Riaria the powerful herbalist that  can cure herpes infection, then I contacted him through his email, I explained everything to him and he prepared a herbal medicine and sent it to me through FedEx, which I took for 14 days with the instruction he gave me, and when I did a test in the hospital my result came out negative it was the happiest day of my life that am cure from HSV 2,  are you also suffering from same virus or another diseases you can simply contact him via email: drriaria@gmail.com  you can also call or WhatsApp him on: +2349134987375.  

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  26. Thanks to Dr IYERE
    who cured me of Herpes virus. I noticed a strange changes in my body, and I visited a doctor who diagnosed me of Herpes so I was terrified emotionally and looking  for every possible cure to the virus, as I was going through online I came across Dr. Iyere profile, that was how I contacted him and we made an arrangement how to get the Herbs, and he administered his herb on me, and I became fully healthy under two week, in case you want to contact Dr IYERE for a similar problem, you can reach him through his email: driyereherbalhome@gmail.com or WhatsApp him:+2348106427180 
    https://driyereherbalcentre.weebly.com

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  27. HOW ME AND MY FAMILY WAS TOTALLY CURED FROM COPD,CHRONIC PANCREATITIS,IDIOPHATIC PULMONARY FIBROSIS,

    I was diagnosed of COPD disease in January 2014,then my mom, diagnosis of IDIOPATHIC PULMONARY FIBROSIS(IPF) and my father was diagnosed of CHRONIC PANCREATITIS.. Me and my family were so frustrated till one day my father came across a forum where so many people were writing about Dr Ovie, a herbal Dr, who sell herbal medicines to cure all kinds of diseases, We contacted this herbal doctor via his email ovie.miraclemedicine1@gmail.com and bought herbal medicine from him. He sent it to me through courier service and I received it within 2days. i used it as instructed and i and my family was totally cured of those disease within 30days of usage, all thanks to Dr Ovie.is three months now we are living free and happy, please viewers this testimony is real …call or whats app Dr Ovie on +2349056393169

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  28. To know more about Chief Dr Lucky you can visit his website (https://chiefdrluckyherbaltherapy.wordpress.com/)
     
     A friend that suffered from Herpes and was cure with the help of this great herbal doctor Chief Lucky so i decided to contact him for help in getting rid of my families genital herpes virus 1/2 which i did and all i was told to provide was just some useful information and some materials used in preparation of the natural cure and that i did and now i am the happiest person on earth because i am writing this testimony of mine with joy and happiness in my heart to the whole world to know that natural remedy is real because i am a living testimony of Chief Lucky traditional herbal cure and i want you all to contact Chief Lucky via his email: chiefdrlucky@gmail.com or WhatsApp him +2348132777335 am sure he will help you too.

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  29. All thanks to Dr Alli for curing my herpes virus/hpv with his herbal medicine, i do not have much to say but with all my life i will forever be grateful to him and God Almighty for using Dr Alli to reach me when i thought it was all over, today i am happy with my life again after the medical doctor have confirmed my HERPES SIMPLEX VIRUS / HPV of 5 is gone,i have never in my life believed that HERPES SIMPLEX VIRUS could be cured by herbal medicine. so i want to use this means to reach other persons who have this disease by testifying the power of Dr Alli that all hope is not lost yet, try and contact him by any means for any kind of disease with his email: ( Allispellhelp1@gmail.com ) or his whatsapp number +2348100772528 and get your healing

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  30. Good day to you all am very happy to write this testimony to the whole world to see the great work of the great man named DR.ehiaguna I was down over since 1year but thank god am here to give this testimony for you all to see the great powers that is hiding on this earth I was once an HSV 2, but thanks to him that help me I was going through internet looking for cure when I see this man name ehiaguna  I quickly email him If I can get help to grateful surprise to me he really do according to the post I see on internet this man ask me to provide some necessary things which he should be able to use for my cure, I did what he say and after everything, this man told me that after two weeks I will be cured, after that ending of the weeks i should go for test I did and I was very happy when I see my result but i don’t know how he did it but thank God for bring this man to me am very happy to see myself am HSV negative you can order now and get your cure on email: drehiaguna@gmail.com  just call him for quick answer on his number +2348073908953, also contact him on this 1. HIV / AIDS 2. COPD 3. CANCER 4. ALS (Lou Gehrig's disease) 5. Hepatitis B6. HPV 

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  31. I was diagnosed as HEPATITIS B carrier in 2013 with fibrosis of the
    liver already present. I started on antiviral medications which
    reduced the viral load initially. After a couple of years the virus
    became resistant. I started on HEPATITIS B Herbal treatment from
    ULTIMATE LIFE CLINIC (www.ultimatelifeclinic.com) in March, 2020. Their
    treatment totally reversed the virus. I did another blood test after
    the 6 months long treatment and tested negative to the virus. Amazing
    treatment! This treatment is a breakthrough for all HBV carriers.

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  32. Hey plz share this I am here to testify how a herbal helped me out with herbs and roots which he prepared for me in use of curing Herpes.natural remedy work perfectly I takes the product which he prepared for me for some few days before I am to know I was totally cured out of it. Please you need to reach him in any similar illness, his product is helpful and it heals perfectly...his info drdestinyspellhome@gmail.com his calling WhatSapp number +2348105074556 communication with facebook page: https://web.facebook.com/Doctor-Destiny-106008014979860

    ReplyDelete
  33. Hey plz share this I am here to testify how a herbal helped me out with herbs and roots which he prepared for me in use of curing Herpes.natural remedy work perfectly I takes the product which he prepared for me for some few days before I am to know I was totally cured out of it. Please you need to reach him in any similar illness, his product is helpful and it heals perfectly...his info drdestinyspellhome@gmail.com his calling WhatSapp number +2348105074556 communication with facebook page: https://web.facebook.com/Doctor-Destiny-106008014979860 ,,,

    ReplyDelete
  34. Hi! Would you mind if I share your blog with my zynga group?
    There's a lot of folks that I think would really enjoy your content.
    Please let me know. Many thanks

    Feel free to surf to my webpage: 대구오피

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  35. I was a HIV-AIDS patient and I got it from cheating on my wife. It was sort of a payback but a week later I was told by a friend that the person who I cheated with had the HIV-AIDS virus and did not tell me. I was so stupid by not using a condom I thought since he was an old school friend he was trustworthy. But I was wrong. I cried and cried. Two days later, I got a phone call from my friend and he told me about a person who is known by another friend, who can help me. I could not let my wife know what I was going through. I finally got his email address: oseremenspelltemple@gmail.com and I emailed this man my story and he replied me immediately saying i should be calm and told me that everything will be OK. I could not come to terms with what I was hearing but then I concluded it did not matter because I was so broken I just needed help. I was going out of my mind literally. I was confused with what he was telling me, but I listened. He told me about some materials i need to buy that he needed to cast the spell and I said OK. I bought the materials to him, I sent down my picture to him and my positive result sheet and he replied me that i am going to be negative under 3days. I message Him every 2hours for 2day and I knew he thought that I was crazy but I did care I needed a shoulder. Behold, the third day he messaged me i should go for a test that i will be negative. My marriage could be broken because of a stupid mistake and my life was on the line. I remembered when I was going to get the results of my re-test I called him up again and told him that I was going to get my results today and his reply was “so" and that everything will be as he explained. I knew then that he was getting tired of me calling him, maybe I was wrong. Well I got my results and the first person I called was him - again. As he said hello I started to cry and cry. I could not believe it. I was given a second chance in life.This man is a great spiritual HIV/AIDS healer, his healing spell on aids healing is very powerful .please brothers and sister, contact Dr Ose oseremenspelltemple@gmail.com
    whatsapp +2348136482342

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  36. I got Diagnosed with Herpes, I have be dealing with Herpes for the past 4 years. On till I got review online about natural cure people testifies how DR.OBUDU cure them with his herbal treatment. And I order the treatment, after taking it for 21 days I totally got cured with DR. OBUDU treatment. I'm recommending you diagnosis with herpes should get this treatment and be cured of it you can contact his email address via; drobuduherbalhome@gmail.com or you can also call or whatsApp +2349023428871 Website: https://drobuduherbalhome.wixsite.com/welcometoobuduherbal
    also cure the following virus and many more... 1} Cancer 2} Diabetes 3} Hepatitis 4} fibroid 5} herpes 6} Lupus

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