Recently I did a blog post on the Azure VM size limit and what disk performance you get. Picking the right VM in Azure is important when you use Azure Storage SSD disks, as machines are limited in throughput. With a D64s_V3 and ultra SSD disk I get the 81544 IOPS that’s good but costly the VM is $5K then the disk will cost you also some $$.
This post is not about costs or good or bad but it will show you that picking random resources will cost you more that a selective menu and get even better performance ad a lower cost.
https://robertsmit.wordpress.com/2019/07/09/azure-vm-vs-disk-vs-costs-does-size-matter-or-a-higher-price-for-better-specifications-azure-storage-performance/
below is my biggest IOPS number I have seen in Azure with a Diskspd test and this is not bad at all and the cost are not even worse that the D64 this is done with a H16r cost $1,472 per month
Getting massive IOPS in a VM is still not plug and play.
In my former blog post I tested some VM to get the maximum speed and selecting the right Azure VM can save some costs
When using VM’s with disk attached then the storage throughput is important, in a Azure VM cluster with Storage spaces direct the network is also important. Now with SMB storage the VM well it’s a VM but the setup of this VM is more important, what is the Network bandwidth and can it do #RDMA ? Basically a 1Gbps can do 95 Mb/s that’s not bad but we want to do more right.
But what if we use other storage will this be the same or different ? to give a good answer on this I’m doing the same test as I did in the blog post
https://robertsmit.wordpress.com/2019/07/09/azure-vm-vs-disk-vs-costs-does-size-matter-or-a-higher-price-for-better-specifications-azure-storage-performance/
here I got 80.000 IOPS not bad but at what costs. Storage is cheap in Azure but Performance cost a lot. and then the latency of the disks. It is all part of your solution.
In this case I’m using the new Azure NetApp files It’s NFS or SMB and the pricing is different than the Azure disks. Cheaper or more Expensive it al depends on your solution and performance what you need. but your solution may need a different setup, as this is a SMB solution and not a direct attached disk.
A comparison between the Azure Files and the Azure Netapp Files and Azure Disks
Big numbers but it comes with a BUT for 320K IOPS on a 500TB pool times the $0.39 per GB that’s also a big cost So handle with care. but it’s a lot off IOPS.
Azure NetApp Files Comes in 3 options Standard, Premium and Ultra Seems fast.
Well lets test this and see where the difference is between premium and ultra. We add the AzureNetapp files to Our Azure subscription.
For starters the subscription need to be white listed before we can use this. We create NetApp Account and then we create some pools and Disks
Now we have a virtual NetApp Storage device. We can create pools and volumes to work with.
For SMB Connections we need to join the Active Directory first. As we need to create a Fileserver name similar like a SOFS server. This is created in your own Active directory and not in the Azure AD. Fileserver Computer Accounts will be created in your AD
Whit these settings we have a similar configuration as the on premise config with RDMA Hyper-v or S2D or Azurestack HCI with these thoughts we can get big performance goals.
A user account that can create computer objects in the OU. The LDAP structure is without the DC= part and My OU is in the Root so a short syntax.
Here you can see the just created link to the Domain.
Our next step is creating a Capacity pool These can be Large but remember pay per use!
Remember you will pay for the provisioned capacity, and here is the catch the larger the Pool the more IOPS you get. So if you have a tiny application that need performance you need to see what is the right choice.
Now that the Pool is created we can create a volume in the pool, all the basics are similar to the Microsoft Storage Pools.
Create Volume off 100GB in the 4 TB pool. the Costs are 4TB and not the 100GB.
I create a new Storage network, this is also a must a dedicated storage network for the NetApp files. If you are familiar with Storage spaces direct and multichannel SMB then you have a new playground, but less building.
Network is done File server is created and share is created, at this time no ACL’s are available on the share.
When the setup is done we see a File server in the AD structure. Netapp is using only the given name but will add a –XXXX to make the name unique. that makes sense as the deployment will fail on this.
My first test on the 100GB share. Testing this with a Azure VM D2s_v3 Capable of delivering 4000 IOPS on the Disks
That is impressive almost 29.000 IOPS on a simple VM. well in my volumes I have just 4TB so 4x 4000 IOPS not bad
So a bigger machine is not needed than, well now the VM selection should not be on the Disk size but on the network throughput and more network adapters is needed the max out the storage as the D machine is having a 1Gbps nic this is to low for this.
Impressed by the low latency numbers and how easy you got the performance.
Hitting the Network adapter limit 
29K IOPS on a cheap Azure D2 VM that’s not bad at all.
Good performance but I want more lets create some bigger pools and better network machines. Thinking about SMB direct or some big pool to hit real hard the storage to get big numbers. Like the demo’s of Jeff Woolsey @WSV_GUY
Looking into the resource group, here you can see the created resources and two NIC’s that’s resource I created a premium and an Ultra pool.
I can Imagine that this nic will be a throttle, in a big Pool hitting all the data to one NIC.
Let me start a H8 Azure VM this is a new VM better network performance. Should be good. pricing below $1000 monthly
Azure NetApp Files with a Premium 16TB disk
Low Latency good performance, with Azure disk I needed more disks and a bigger VM to get these results.
Same test with Ultra 16T Storage pool
No big changes between the Premium and Ultra and the cost are $0.10 more per GB
So a new test this time with a H16R nic with RDMA with this we can optimize the network performance a bit
https://docs.microsoft.com/en-us/azure/virtual-machines/windows/sizes-hpc#h-series
Well that’s good eh better than good big performance, but I must say this is not the default H16r machine I tweaked it a bit and used the same technique as when you build a Azurestack HCI or Hyper-v over SMB
I was to late to grab a decent CPU and nic performance screenshot.
I was planning to the same results on a A9 VM on my Windows Virtual desktop with the FSLogix profiles (user profile disks) but Running these is a A machine compaired a H or N series an NC24r or a ND40 or 24 cost some $ but huge performance. This is something for a next blog post.
But initial test where not better and the A9 VM is more expensive, and gives me thoughts on different options. what and how Can I extend the Azure networks to get the ultimate sweet spot cost vs performance.
I think this is a real good replacement for Azure S2D, its cheaper and faster, Suppose you run a RDS site with lots of User profile disks or Windows virtual desktop with FsLogix, build profiles high available will take you to a storage space direct cluster at least two nodes and 6 Disk. Replacing this with Azure NetApp files could save you some $$ and sure lots of options are in the cloud there and yes you may need a extra network, but if you can offload your network with some extra network adapters and have a storage network to boost the performance, then you have a great solution in the Cloud.
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There are a lot of things you can say but still I think this song makes a good point. (youtube link)
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Building in Azure is easy and the wizard takes you to all the steps and you have a working VM. choosing the right size is different often it has a link to the on premise world 4 core CPU and 8 GB memory. and the disk I need 1 TB disk space. All simple but then things get complicated the performance needs to be better CPU is fine Memory well 60 % plenty of disk space. Bigger VM perfect.
Still slow Whole VM runs at 20-60% users are complaining must be this Azure thing someone else his computer runs slow.
I often hear this. But is it really slow or is your measurement wrong ?
When you pick a machine on premise what do you take performance or Cost ? <> performance and then cost right and at the end you settle with the cost vs. performance.
But in Azure what do you take performance or Cost ?<> 100% Costs, VM’s are expensive. This is not always wrong but sometimes is paying a bit more the best approach
In my sample here I show you the performance in a Disk with different machine types, and not picking the right components doesn’t give you the right performance. but it may well function on your workload, but then you may pay to much for you over sized configuration.
In my sample I need a VM with 300 IOPS and one with 4000 IOPS and I need one with 27000 IOPS CPU and Memory are in this case not important as it is more i/o intensive.
I pick a default Azure VM an D machine, put some disks to the machine one HDD-S30 ,SSD-E30 ,SSD-P30,SSD-P60
|
|
Standard
|
General purpose
|
2
|
8
|
4
|
3200
|
16 GB
|
| VM Type |
Disk Type |
MiB/s |
I/O per s |
| Standard D2s v3 (2 vcpus, 8 GiB memory) |
HDD-S30 |
2.01 |
514.23 |
| |
SSD-E30 |
2.21 |
566.27 |
| |
SSD-P30 |
13.29 |
3403.51 |
| |
SSD-P60 |
12.33 |
3157.46 |
First goal met 500 IOPS and an cheap machine but this could also an Azure B type VM much cheaper. then I wonder why use SSD over HDD for the IOPS it’s the same speed and latency there is a point SDD are performance steady, but for normal workload. Costs If you have a lot of transactions then SDD may be cheaper. A fact is nobody knows how expensive the HDD disk are, have you ever calculated the Storage transactions ?
below is a overview of the disk latency.
25th | 100.325 | N/A | 100.325 HDD-S30
25th | 100.012 | N/A | 100.012 SSD-E30
25th | 4.545 | N/A | 4.545 SSD-P30
Comparing all the SSD disks and pick the right performance is not hard Microsoft did a great job on explaining this. on Microsoft docs
Disk size
When you provision a premium storage disk, unlike standard storage, you are guaranteed the capacity, IOPS, and throughput of that
When you provision a premium storage disk, unlike standard storage, you are guaranteed the capacity, IOPS, and throughput of that
that is interesting In my D2 machine and with a P30 I got only 3400 IOPS, so this is wrong ? Well according to the disk but the VM can only deliver 3200 IOPS with the 3400 IOPS delivered its perfectly normal then.
The same test again with a better Azure VM and the same disks.
|
|
Standard
|
General purpose
|
4
|
14
|
16
|
12800
|
28 GB
|
| VM Type |
Disk Type |
MiB/s |
I/O per s |
| Standard DS3 v3 (4 vcpus, 14 GiB memory) |
HDD-S30 |
2.01 |
514.01 |
| |
SSD-E30 |
2.21 |
566.63 |
| |
SSD-P30 |
21.58 |
5523.51 |
| |
SSD-P60 |
51.00 |
13056.39 |
The requirements are there 5500 Iops for a disk that need to deliver 5000 IOPS that’s good. but what about the P60 disk , again a had cap to the VM max of 12800 IOPS
The latency is not that different for this you need a different kind of VM
25th | 100.256 | N/A | 100.256 HDD-S30
25th | 100.008 | N/A | 100.008 SSD-E30
25th | 4.416 | N/A | 4.416 SSD-P30
25th | 2.135 | N/A | 2.135 SSD-P60
Comparing the Azure VM’s selected on IOPS and select the right machine
selecting the F4 VM that can deliver 16000 lops according the sheet .
|
|
Standard
|
Compute optimized
|
4
|
8
|
16
|
16000
|
16 GB
|
| VM Type |
Disk Type |
MiB/s |
I/O per s |
| Standard F4s (4 vcpus, 8 GiB memory) |
HDD-S30 |
2.01 |
514.01 |
| |
SSD-E30 |
2.21 |
566.63 |
| |
SSD-P30 |
21.58 |
5523.51 |
| |
SSD-P60 |
50.85 |
13018.46 |
Did not get the 16.000 lops in fact it produce almost the same results ad the DS3 only double the costs.
SSD-P60 latency measurement 4k blocks vs 64K blocks
25th | 2.171 | N/A | 2.171
25th | 3.088 | N/A | 3.088 <> 64kblocs
So this strange big machine still not hitting the limits CPU and memory is low. Seems good but not the performance
Checking the Microsoft site : https://docs.microsoft.com/en-us/azure/virtual-machines/windows/sizes-compute
You can see a different specs result. this means the machine can’t deliver the IOPS and the Size table thinks he can. Results are bad.
| Standard_F4s_v2 |
4 |
8 |
32 |
8 |
8000 / 63 (64) |
6400 / 95 |
2 / 1750 |
Then lets pick a Azure VM than can deliver the iops. a F16 big VM costly but can it deliver I compare both tables In the Azure portal and the Docs
|
|
Standard
|
Compute optimized
|
16
|
32
|
64
|
64000
|
64 GB
|
But on the other side on the Docs https://docs.microsoft.com/en-us/azure/virtual-machines/windows/sizes-compute
| Standard_F16s_v2 |
16 |
32 |
128 |
32 |
32000 / 255 (256) |
25600 / 380 |
4 / 7000 |
| VM Type |
Disk Type |
MiB/s |
I/O per s |
| Standard F16s v2 (16 vcpus, 32 GiB memory) |
HDD-S30 |
2.01 |
514.09 |
| |
SSD-E30 |
2.21 |
566.63 |
| |
SSD-P30 |
21.60 |
5529.96 |
| |
SSD-P60 |
63.76 |
16321.29 |
This looks OK now 16000 IOPS.
But what If I build a stripe set from the SSD-P30 and SSD-P60 and HDD-S30 and SSD-E30 what would be the iops ? (it’s a bad idea to mix different disk types this is just a sample)
What if we create a stripe set ?
Worse performance than if I user the SSD-P60 alone. Bad config to do this.
HDD and SSD
Both Disks have around 500 IOPS each and now they can produce a 1000 IOPS that’s not bad
But what happens if I combine all the disks into a Storage space direct ? combining all the disk you have and build a new disk JBOD.
Also a Bad Idea and a waste of resources and Money an P60 disk combined with a S30
That’s all about the little side step, but it keeps me thinking…. -What if
Below is a list with similar iops performance And Instead of using 1 SSD-P60 I’ll use 3 disks on paper I should have 3x 16000 IOPS = 48000 IOPS and 3x 500MB/s =1500 MB/s that is massive right. stripe set or Storage space or storage space direct ? all valid options but what machine do I need to handle the performance.
I selected 3 types a E32,DS5 and a DS14 all with big price difference but similar specs .
| Standard_E32s_v3 2 |
32 |
256 |
512 |
32 |
64000 / 512 (800) |
51200 / 768 |
8 / 16000 |
| Standard_DS5_v2 |
16 |
56 |
112 |
64 |
64000 / 512 (688) |
51200 / 768 |
8 / 12000 |
| Standard_DS14_v2 3 |
16 |
112 |
224 |
64 |
64000 / 512 (576) |
51200 / 768 |
8 / 12000 |
First I build a Storage Pool on the DS5_V2
Nice Capacity good latency and decent performance a round 29000 IOPS of 3 disks, in a Mirror set I’ll loose a disk so the performance is good better than I expected. To hit the limits I should add 2 more disks to this config and see if they can handle the performance.
25th | 2.025 | N/A | 2.025
I’ll run the same test on a E32-8s_v3
|
|
Standard
|
Memory optimized
|
8
|
256
|
32
|
51200
|
512 GB
|
Bigger VM much more performance, higher price.
So overall the cheaper VM can produce the same disk performance. but the machine is $1000 cheaper per month. Again it depends what you are doing with the VM
Now the same configuration with Storagespaces Direct just to see if the performance is better, keep in mind that every run the machine performance can be a bit different so in the same range I see this as the same performance.
The S2D results on a E32 VM
And even a step higher an expensive VM with 432 GB memory. With an S2D Cluster.
|
|
Standard
|
Memory optimized
|
64
|
432
|
32
|
80000
|
864 GB
|
Yes
|
So same performance when Running a StorageSpace or S2D cluster and no change on the machine type. in fact the DS5 machine is slightly better. it saves $2000 per month. If you don’t need the CPU and memory from the VM.
So size does matter but it depends on what size you are looking right. Azure is like Lego but different. Combining the pieces makes a great solution.
Below I created a table Cost vs performance, I also compared the datasheet in the azure portal to the DOC pages and I think you should keep this page as a reference. https://docs.microsoft.com/en-us/azure/virtual-machines/windows/sizes-memory
This shows you that in complex configurations there is no one size fits all and it comes to testing and adjusting, Tools may help you but picking the right VM size and choose the right storage can take some time. As in this I only compared disks but what if I choose Netapp files or some other disks like ultra SSD’s
And Now I did this config with 3 P60 disk that cost $1000 each = $3,121.92 (in azure Calculator) it gets me ~30.000 IOPS
Now On the DS5 machine a 2 way mirror Auto created.
It nags me that I can’t get the max from the VM, the must be something wrong in my configuration. lets do some quick testing change VM and Disk types
With 6 times a SSD-P30 disk I’ll get 27.000 IOPS on the DS5 Machine
When using a Stripeset this hits the VM limit of 768 true put. Less IOPS but more speed. So Configuration is also KEY in the used hardware.
Lets tweak the config a bit and see if we can pass the 50.000 Iops and hit the machine limit.
With read cache enabled and 8 P30 disks. that’s not bad right.
The P40 disks have 7500 IOPS each will this break the record ? (6x P40 disk storage space)
First test same result a bit lower, but there is more to get. Testing now With 8 P40 disks
(8x P40 disk storage space)
(8x P40 disk storage space) Manual configuration.
(8x P40 disk storage space) Manual configuration. with 6 columns
That’s not bad the DS5 hits the limit.
On Microsoft Ignite 2015 Mark Russinovich did a demo, where he showed a virtual machine with Premium Storage that hit over 64,000 IOPS. Well This beats the record but the Azure hardware is much better now right.
Lets Switch to some big Azure VM
64 Cores lets see If I can use some of these cores in the S2D config.
Oh ok it seems I need more cores or less workload on this. But easily hit the IOPS limit on this machine.
Overall in this is what do you need and test this also with a different configuration. Not only on price but also on performance. In the first section I used 3x a P60 disk cost $3.000 a even better result I get with 8x P30 disk cost $1.000
Picking the right configuration can only be don based on testing and create some references for you. Azure machines and storage is changing all the time its getting better all the time. It all depends on your workload but there is no one size fits all !
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I am proud to announce that I was awarded by Microsoft, with the Microsoft Most Valuable Professional (MVP) Award for 2019-2020 in the category Microsoft Azure. I also hold a MVP Award in Windows Insider #WIMVP. This is my 11th Microsoft MVP award since 2009, and I couldn’t be more excited about this one.
I migrated my Self too the Cloud, took my 11 years to get from On premise to the Azure Cloud. But still looking forward to see the new Azure previews and write blogs,workshops,etc.
A big thank you for the Blog readers and twitter @ClusterMVP Followers Thanks!
The first Award was in 2009 as Cluster MVP, this was a small group and since then the group merged to Cloud and Datacenter.
Some Impressions of the MVP status.
Who are MVPs?
Microsoft Most Valuable Professionals, or MVPs, are technology experts who passionately share their knowledge with the community. They are always on the “bleeding edge” and have an unstoppable urge to get their hands on new, exciting technologies. They have very deep knowledge of Microsoft products and services, while also being able to bring together diverse platforms, products and solutions, to solve real world problems. MVPs make up a global community of over 4,000 technical experts and community leaders across 90 countries and are driven by their passion, community spirit, and quest for knowledge. Above all and in addition to their amazing technical abilities, MVPs are always willing to help others – that’s what sets them apart.
Source https://mvp.microsoft.com/en-us/Overview
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In case you may missed this Azure has released a new service called Bastion. So what is the fuzz about this new service and why should you use this ?
Bastion can Manage RDP/SSH to VMs over SSL using private IP on the VM.
Azure Bastion is a fully managed PaaS service that provides secure and seamless RDP and SSH access to your virtual machines directly through the Azure Portal. Azure Bastion is provisioned directly in your Virtual Network (VNet) and supports all VMs in your Virtual Network (VNet) using SSL without any exposure through public IP addresses.
So basically it is the old Jump server that you already used to get into the Azure VM’s if needed. It can access all virtual machines within a virtual network through a single hardened access point. Exposing the bastion host as primary exposed public access helps lockdown of public Internet exposure and limit threats such as port scanning and other types of malware targeting your VMs.
A jump server as PaaS services.
This seems nice but as always is it free or is it costly ? Well in the Azure Calculator you can see the Costs.
https://azure.microsoft.com/en-us/pricing/details/azure-bastion/
Ho do we start with Bastion.
First we need to register the new resource in Azure this is always needed to get to work with the new Azure components.
Keep in mind this can take some time to register
Get-AzProviderFeature -ProviderNamespace Microsoft.Network
With the Powershell command below we are registering the Bastion service into our subscription and network.
Register-AzProviderFeature -FeatureName AllowBastionHost -ProviderNamespace Microsoft.Network
Now that we triggered to register the Bastion services we need to wait
Check if it is done
Then register the network again. with your subscription and the Microsoft.Network provider namespace
Register-AzResourceProvider -ProviderNamespace Microsoft.Network
Now that this is done we can start with the Configuration, and there a multiple ways on how to get there. by the market place or directly in the VM
In the VM almost all the items are pre defined and ready to go if you want to go with the defaults.
In the marketplace you need to find the bastion and select the new resource.
Select and create the resource. Configure this accordantly and select the proper network.
The starting point is almost the same the first one is already in the VM network and the one from the market place is just a blank one , where you need to select your network.
In this LAB I’ll go for connection directly from the VM.
Lets start in the VM go to connect and select bastion and use Bastion
As I want to move forward quickly I already see some red lines. I need a /27 Subnet. This is currently not in my network so I need to create a new subnet in the used Azure network.
As shown below the extra subnet is created to connect to the AzureBastion
The subnet inside your virtual network to which Bastion resource will be deployed. The subnet must be created with the name AzureBastionSubnet. This lets Azure know which subnet to deploy the Bastion resource to. This is different than a Gateway subnet. Click Manage subnet configuration to create the Azure Bastion Subnet. We highly recommend that you use at least a /27 or larger subnet (/27, /26, etc.). Create the AzureBastionSubnet without any Network Security Groups, route tables, or delegations. Click Create to create the subnet, then proceed with the next settings.
Now that the Subnet is added we can creating the Bastion service.
The validation started a it is created.
Now that it is created we can connect to the VM with HTML5 the connection is similar with WVD RDP connection to the VM.
You can see the created subnet.
Connecting With chrome or with Microsoft Edge is no problem you do need to configure the popup blocker
Web based RDP connection keep in mind the background is filtered out.
For connection with the browser you will need to allow the popup showing
now that the portal has access the connection will proceed. Unless your VM is in the Wrong region
Currently only the following regions are supported :
- West US
- East US
- West Europe
- South Central US
- Australia East
- Japan East
This is a nice feature but if you running already a hybrid site why not using the Windows admin center here you can also connect with the HTML5 browser to the Azure VM. the only thing here is you will need to connect to an external IP with proper NSG or to the internal IP with a S2S VPN connection.
https://azure.microsoft.com/en-us/services/azure-bastion/
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