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...
replica rolex Orologi, che combina uno stile elegante e una tecnologia all'avanguardia, una varietà di stili di replica rolex gmt master ii Orologi, il puntatore cammina tra il tuo stile di gusto esclusivo.
ReplyDeleteI’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
DeleteGood 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
DeleteDr. 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
ReplyDeleteFINALLY 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
ReplyDeleteGreatest 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
ReplyDeleteHappiness 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
ReplyDeleteHappiness 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
ReplyDeleteGod 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 ....
ReplyDeleteA 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
ReplyDeleteI 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!
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
ReplyDeleteDr. 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.
ReplyDeleteDr. 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.
ReplyDeleteThanks to Dr IYERE
ReplyDeletewho 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
HOW ME AND MY FAMILY WAS TOTALLY CURED FROM COPD,CHRONIC PANCREATITIS,IDIOPHATIC PULMONARY FIBROSIS,
ReplyDeleteI 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
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
ReplyDeleteGood 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
ReplyDeleteHi! Would you mind if I share your blog with my zynga group?
ReplyDeleteThere'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
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
ReplyDeletewhatsapp +2348136482342
thanks for long article i enjoyed this post 메이저사이트
ReplyDeleteYes, that's right. This is the new blob, i like it too. But i have one more want to show you all:
ReplyDelete경마
온라인경마
토토 Wow, excellent post. I'd like to draft like this too - taking time and real hard work to make a great article. This post has encouraged me to write some posts that I am going to write soon.
ReplyDelete카지노사이트 My partner and I absolutely love your blog and find many of your post’s
ReplyDeleteto be exactly what I’m looking for. Do you offer guest writers to write content in your case?
I wouldn’t mind creating a post or elaborating on a lot of the subjects you write in relation to here.
Thank you for the auspicious writeup. It in reality was once a enjoyment account it.
ReplyDeleteLook advanced to far brought agreeable from you! However,
how can we keep up a correspondence? 온라인바카라
thanks for some other informative web site. Where else may just I am getting that kind of information written in such a perfect
ReplyDeletemanner? I’ve a project that I’m simply now running on, and I’ve been at the glance out for such info.
파워볼
From some point on, I am preparing to build my site while browsing various sites. It is now somewhat completed. If you are interested, please come to play with 바카라사이트!!
ReplyDeleteOnly the most talented authors are selected and hired. With our essay writing service, you can rest assured that your assignment will be completed by a top online assignment help with a wealth of experience. If you are having trouble meeting all of your deadlines due to an increasing number of projects, our professionals are always available to help you with your essays.
ReplyDeletebuy dissertation may be good together with your assignments however we tend to all do mistakes, and this is often why we tend to square measure here to envision the accuracy. Submitting AN assignment with errors in it'll price your grades. order dissertation online will also like to help you in the field of buy dissertation under the expert. It's higher to induce proofreading and piece of writing facilitate, to make sure that they're unflawed. we are going to do this for you with large care and assist you to step towards sensible grades.
ReplyDeleteHire a dissertation writer is the best choice of students who value their time, effort, and money. Our customers know that here they can always get professional advice for dissertation from our expert hire a dissertation writer. Hire the best thesis writer online Australia and get online help you deserve. We offer you a cheap and stress free way to connect with dissertation writers and benefit from their expertise.
ReplyDeleteYou are really a genius. I also run a blog, but I don't have genius skills like you. However, I am also writing hard. If possible, please visit my blog and leave a comment. Thank you. 바카라사이트
ReplyDeleteAs I looked for the best write my term paper services online in the USA, the number of websites that appeared was overwhelming, then my best friend suggested to go for assignment writing help, as he was insanely satisfied with their services, so I did the same and submitted all the details there. And, then when I went through it, I was shocked with the quality, precision, and punctuality. The assignment was marvelous and I got an assignment writing help of course. Thanks to All Assignment Help.
ReplyDeleteMy assignment help Now, who help students globally at all academic level. We work 24*7 so that you don’t need to wait for any certain time, you can reach us any time. For our assignment help you can directly get into touch with our expert.
ReplyDeleteWhen it comes to organic chemistry, the Internet is a fantastic resource. Tutorials, online quizzes, and even breakdowns of every reaction can be found. One of the most useful resources to help you in your Organic chemistry studies can be found here. You'll know the different reactions you'll need to know thanks to interaction challenges and practice exams. But sometimes taking online classes or lectures have very challenging to understand, if you are facing this then you must Take My Online Class for Me and Take My Online Exam for getting good grades.
ReplyDeleteAssignment help London once students are in their learning amount and don’t have a giant bank balance just like the businesspersons. But, london essay assignment help it involves going for a web assignment writing service to urge the thesis done, students feel why to pay cash availing assignment to facilitate online rather than outlay it on my hobbies. it's a legitimate reason as nobody would like to pay his or her cash on things like going for assignment facilitate online.
ReplyDeleteDo My Assignment in Australia is a good option for all those students who are struggling in completing the assignments on time. To order an Do My Assignment in Australia from us, you just need to say do my assignment as quickly as possible and our writers will start working on your assignment.
ReplyDeleteI am really happy that i have been cured from (HERPES SIMPLEX VIRUS) with
ReplyDeletethe herbal medicine of dr.chala, i have been suffering from this disease
for the past 2 years and 7 mouth without solution until i came across the
blog of this doctor who have cure so many people with his herbal medicine,
i also choose to give him a chance to help me 👍, 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 a week and some days which i did, to my greatest
surprise our result came out as negative, and ever since then, we have had
no more outbreak and we are healthy, we are really happy that there is
someone like this doctor who is ready to help anytime any day. he also
render cure to the following diseases below
.DIABETES
.CANCER
.HEPATITIS
.HIV/AIDS
.P COS4 contact him via what's app +2348165102815 or email dr.chalaherbalhome@gmail.com
At komme herind føles som at modtage omsorg. Man bliver budt på en smagsprøve takeaway amager for at høre, om maden er så stærk, man kunne ønske sig, og den er velsmagende og kunstnerisk serveret
ReplyDeleteassignment help australia providers are always up for online coursework help. You just need to provide us your online portal details and our writers will do it for you. It will be completed as per the deadline.
ReplyDeleteI’m trying to get my blog to rank for some targeted keywords but I’m not seeing very good results. If you know of any please share.
ReplyDelete야동
오피
횟수 무제한 출장
건마탑
바카라사이트
Wow, nice information of USA Law students. In case you do not have the sufficient time to deal different subject queries, then you can take Law Assignment Help to deal the associated challenge anywhere and anytime. We are in this business domain for a decade and feel better to proofer you the valuable service. Feel free to know more information.
ReplyDeleteIt's perfect time to make a few plans for the future and it is time to be happy. I've learn this submit and if I may just I desire to recommend you some attention-grabbing things or advice. Maybe you could write subsequent articles referring to this article. I want to read even more issues approximately it!
ReplyDeleteAlso visit my web page : 토토
Fantastisk autentisk Pakistans køkken, virkeligt et besøg indisk mad lyngby værd. Omgivelserne er super hyggelige og barmenuen er tilpasset de pakistanske retter.
ReplyDeleteFind jackets perfect for the worksite in our wide selection of wholesale cheap polo shirts wholesale work jackets. Whatever hoodies, sweatshirts, jackets, and pullovers are needed, Blank Apparel has a variety of wholesale options to help you find the perfect set-up.
Assignment Help Australia Services - Get Online Assignment Help from Australia assignment experts for essay, dissertation, and other academic paper.
ReplyDeleteFinance Homework: Finance homework are related to creation paper writing and management of wealth for its proper utilization. These kinds of homework are not only related to exchange and management of money, but also raising and monitoring monetary resources in proper manner.
ReplyDeleteGreatest thanks to Dr. Enato for his herbal medication he prepared for me and when I started using it, In 3 weeks I was completely cured and that was how i was cured from my herpes virus, I'm so happy and grateful to Dr. Enato after reading about him on a testimony of Shina Harry on a blog Forum. I knew suddenly Dr Enato was the right Doctor to cure my HSV-2. After 5 years of suffering from HSV-2, At last I am smiling once again. Dr. Enato also has remedy to other Stds,Sti like COLD SORES, HIV/AIDS, DIABETES, CANCER, HIGH BLOOD PRESSURE AND MANY MORE. I oblige everyone to contact this great herbalist called Dr. Enato and be free from your suffering. Here is his Email Contact information, dr.enatoherbalcure@gmail.com and you can send him a direct message via WhatsApp: +2348071351544
ReplyDeletei am here to give my testimony about a doctor who save my life. i was infected with HERPES for more than 2 years, I tried different doctors over a period of time but no one work, but when i came on the Internet i saw great testimony about DR ENATO how he was able to cure someone from HERPES virus with the help of herbal medicine I contacted him and he promised to cure my herpes virus.well i decided to give him a try, DR ENATO put his best in it and gave me good and effective result just as he has promised. well after taking all the treatment sent to me by Dr ENATO i went back to the Hospital for check up, and now i have been confirmed HERPES Negative. You can contact him if you have any kind of sickness like, HERPES, HIV, CANCER, PILE, HEPATITIS, DIABETES, and alot more you can contact him ON Whatsapp (+2348071351544) or Email dr.enatoherbalcure@gmail.com
ReplyDeleteI got diagnose of herpes virus last year, and i was taking some drugs prescribed for me by my family doc the drugs could not work and the herpes in my system was very terrifying that i was so depressed the good news is that i never gave up in searching for natural cure for herpes virus ,cause i believe so much in herbal medication.. One faithful morning i read a comment from a lady called Destiny Hudson on how she was cured with natural herbs made by DR.OYAGU from somewhere is West Africa, i immediately copied out his contact email via oyaguherbalhome@gmail.com and explain all my herpes problem to him via his email. the big truth is that it took just two week for his herbal medication to cure me completely without side affect. Till date am herpes virus free and all thanks to Dr OYAGU for his good deeds for me, Once again am very happy to share this great testimony of DR OYAGU cure hurry up now and contact him via his email address (oyaguherbalhome@gmail.com Call & WhatsApp him on (+2348101755322 ) and see what he can do
ReplyDeleteI 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
ReplyDeleteHello everyone, Are you looking for a professional trader, cryptocurrency/forex and binary manager who will help you trade and manager your account with good and massive amount of profit in return. you can contact Mr. Anderson for your investment plan, for he helped me earned $8,600usd with little investment funds. Mr Anderson you're the best trader I can recommend for anyone who wants to invest and trade with a genuine trader, he also helps in recovery of loss funds..you can contact him on his whatsapp:+(252)285-2093 Email:(andersoncarlassettrade@gmail.com)I advice you shouldn't hesitate He's great.
ReplyDeleteURGENT LOAN IS AVAILABLE NOW
ReplyDeleteTODAY I GOT MY DESIRED LOAN AMOUNT $760K FROM A RELIABLE,TRUSTED AND REGISTERED PRIVATE LOAN COMPANY LAST WEEK,BUSINESS/HOME/COMPANY/PROJECT/PERSONAL LOAN? ARE NOW AFFORDABLE HERE FOR YOU TODAY CONTACT Email profdorothyinvestments@gmail.com
Hello, I'm here to testify of how i got my real estate business loan from PROF. MRS.DOROTHY JEAN INVESTMENTS (profdorothyinvestments@gmail.com) I don't know if you are in need of an urgent loan to pay bills, start business or build a house, they offer all kinds of loan Ranging from $5,000.00 to $2,000,000.00USD with a low interest rate of 2% and loan duration of 1 to 33 years to pay back the loan secure and unsecured. Are you losing sleep at nights worrying how to get a Legit Loan Lender?
MRS.DOROTHY JEAN holds all of the information about how to obtain money quickly and painlessly without cost/stress via Contacts Email profdorothyinvestments@gmail.com
Besides, producing the best assignment help nz and bespoke scholastic research papers for every academic stream, We guarantee you the best academic grades for each of your assignments. Our confidence lies in the profoundly qualified and highly experienced subject experts we have on our panel.
ReplyDeleteNeuroscience Assignment Help assignment writing services are provided by Great Assignment Help. If you are looking for unique content for an assignment just take our services. And get a high score on your academics.
ReplyDeleteNice blog! Great work. Keep it up.
ReplyDeleteClick here: selling old mobile phones uk
We offer Experts for Assignment Help in Ireland. Get best essay and assignment writing services from our expert writer in Ireland.
ReplyDelete
ReplyDeleteIncluso si no siente dolor, es una buena idea que un quiropráctico lo evalúe después de un accidente de auto, camión o semirremolque. En Las Clínicas de Lesión P.I. HELP- Los Quiroprácticos de Accidentes de Auto en San Antonio, TX y Salt Lake City (Murray), UT, un ajuste quiropráctico puede contribuir significativamente a disminuir o aliviar el dolor muscular, dolor de cuello, dolor de espalda, dolores de cabeza, dolor en las
Thanks for the blog very nice keep going.
ReplyDeletexbox repairs
To enable you with the best Financial Management Assignment Help at the decent cost, our financial management assignment experts are working tirelessly. They always complete the task ahead of schedule. This is a component of our top-notch Online Assignment Help services. Together with information, they also have the best writing skills. This indicates that you will always get a very well solution from our online assignment help services.
ReplyDeleteNice information, valuable and excellent design, as share good stuff with good ideas and concepts, lots of great information and inspiration, both of which I need, thanks to offer such a helpful information here. write my assignment
ReplyDeleteNicely done and clean, beautiful skill and talent to have. check
ReplyDeletedownload luth school of nursing past questions in pdf format
download luth school of nursing past questions in pdf format
download luth school of nursing past questions in pdf format for more info
I am thinking now why medicine essay was so hard for me to cope with. I guess it is because of various terms there that should be used and described. S I asked for the online writing service's writer to help.
ReplyDeleteYour article is well written and simple to understand.You make excellent points.Thank you for sharing amazing blog.Nice.....
ReplyDeleteThe best herpes remedy online…
ReplyDeleteThank you D Robinson buckler for saving my life,
I am cured from herpes
His result is 100% guarantee.
He can also restore broken
Relationship/marriage with spiritual prayer
He brought my ex lover back
My ex-lover loves me unconditionally
He can't do without me right now
Robinsonbuckler11 ( gmail. com )
Google about Robinson buckler11 to see more reviews...........,,
Excellent website you have here, so much cool information!.. I also wanna talk about the best sell your boat.
ReplyDeleteNatural medicine gives a complete cure to any health problem. I was recently diagnosed of Herpes and Diabetes but I got rid of them both with the herbal medicine i ordered from Dr IBOZUA, am so excited that I got heal by using Dr IBOZUA herbal medicine and he also cured all kinds of disease, Transmitted disease , ALS, HPV, kidney, cancer, diabetes, chronic disease. weak erection, poor/premature ejaculation e.t.c. You can reach him on his email dr.ibozuasolutioncenter@gmail.com or WhatsApp only +2348156768667
ReplyDeleteI appreciate you providing another useful blog. Where else might I find facts of that kind presented in such a perfect way? I have been searching for this kind of information because I recently started working on a mission. I enjoy discussing the greatest contact center workforce management software.
ReplyDelete