Tag Archives: HPC

The All-Important Storage Appliance Mindset for HPC and AI projects

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I am strong believer of using the right tool to do the job right. I have said this before 2 years ago, in my blog “Stating the case for a Storage Appliance approach“. It was written when I was previously working for an open source storage company. And I am an advocate of the crafter versus assembler mindset, especially in the enterprise and high- performance storage technology segments.

I have joined DDN. Even with DDN that same mindset does not change a bit. I have been saying all along that the storage appliance model should always be the mindset for the businesses’ peace-of-mind.

My view of the storage appliance model began almost 25 years. I came into NAS systems world via Sun Microsystems®. Sun was famous for running NFS servers on general Sun Solaris servers. NFS services on Unix systems. Back then, I remember arguing with one of the Sun distributors about the tenets of running NFS over 100Mbit/sec Ethernet on Sun servers. I was drinking Sun’s Kool-Aid big time.

When I joined Network Appliance® (now NetApp®) in 2000, my worldview of putting software on general purpose servers changed. Network Appliance®, had one product family, the FAS700 (720, 740, 760) family. All NetApp® did was to serve NFS services in the beginning. They were the NAS filers and nothing else.

I was completed sold on the appliance way with NetApp®. Firstly, it was my very first time knowing such network storage services could be provisioned with an appliance concept. This was different from Sun. I was used to managing NFS exports on a Sun SPARCstation 20 to Unix clients in the network.

Secondly, my mindset began to shape that “you have to have the right tool to the job correctly and extremely well“. Well, the toaster toasts bread very well and nothing else. And the fridge (an analogy used by Dave Hitz, I think) does what it does very well too. That is what the appliance does. You definitely cannot grill a steak with a bread toaster, just like you can’t run an excellent, ultra-high performance storage services to serve the demanding AI and HPC applications on a general server platform. You have to have a storage appliance solution for High-Speed Storage.

That little Network Appliance® toaster award given out to exemplary employees stood vividly in my mind. The NetApp® tagline back then was “Fast, Simple, Reliable”. That solidifies my mindset for the high-speed storage in AI and HPC projects in present times.

DDN AI400X2 Turbo Appliance

Costs Benefits and Risks

I like to think about what the end users are thinking about. There are investments costs involved, and along with it, risks to the investments as well as their benefits. Let’s just simplify and lump them into Cost-Benefits-Risk analysis triangle. These variables come into play in the decision making of AI and HPC projects.

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Data Renaissance in Oil and Gas

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The Oil and Gas industry, especially in the upstream Exploration and Production (EP) sector, has been enjoying a renewed vigour in the past few years. I have kept in touch with the developments of the EP side because I always have a soft spot for the industry. I have engaged in infrastructure and solutions in the petrotechnical side in my days at Sun Microsystems back in the late 90s. The engagements with EP intensified in my first stint at NetApp, wearing the regional Oil & Gas consulting engineer here in South Asia for almost 6 years. Then, with Interica in 2014, I was dealing with subsurface data and seismic interpretation technology. EP is certainly an exciting sector to cover because there are so much technical work involved and the technologies, especially the non-IT, are breath taking.

I have been an annual registrant to the Digital Energy Journal events since 2013, except last year, and I have always enjoyed their newsletter. This week I attended Digital Energy 2-day conference again, and I was taken in by the exciting times in EP. Here are a few of my views and trends observation in this data renaissance.

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The leapfrog game in Asia with HPC

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Brunei, a country rich in oil and gas, is facing a crisis. Their oil & gas reserves are rapidly running dry and expected to be depleted within 2 decades. Their deep dependency on oil and gas, once the boon of their economy, is now the bane of their future.

Since 2000, I have been in and out of Brunei and got involved in several engagements there. It is a wonderful and peaceful country with friendly people, always welcoming visitors with open hearts. The country has prospered for decades, with its vast oil riches but in the past few years, the oil prices have been curbed. The profits of oil and gas no longer justify the costs of exploration and production.

2 years ago, I started pitching a new economy generator for the IT partners in Brunei. One that I believe will give a country like Brunei the ability to leapfrog their neighbours in South East Asia, which is to start build a High Performance Computing (HPC)-as-a-Service (HPC-as-a-Service) type of business.

Why HPC? Why do I think HPC will give a developing country like Brunei super powers in the digital economy?

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Storage dinosaurs evolving too

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[Preamble: I am a delegate of Storage Field Day 15 from Mar 7-9, 2018. My expenses, travel and accommodation are paid for by GestaltIT, the organizer and I am not obligated to blog or promote the technologies presented at this event. The content of this blog is of my own opinions and views]

I have been called a dinosaur. We storage networking professionals and storage technologists have been called dinosaurs. It wasn’t offensive or anything like that and I knew it was coming because the writing was on the wall, … or is it?

The cloud and the breakneck pace of all the technologies that came along have made us, the storage networking professionals, look like relics. The storage guys have been pigeonholed into a sunset segment of the IT industry. SAN and NAS, according to the non-practitioners, were no longer relevant. And cloud has clout (pun intended) us out of the park.

I don’t see us that way. I see that the Storage Dinosaurs are evolving as well, and our storage foundational knowledge and experience are more relevant that ever. And the greatest assets that we, the storage networking professionals, have is our deep understanding of data.

A little over a year ago, I changed the term Storage in my universe to Data Services Platform, and here was the blog I wrote. I blogged again just before the year 2018 began.

 

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Solid in the Fire

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December 22 2015: I kept this blog in draft for 6 months. Now I am releasing it as NetApp acquires Solidfire.

真金不怕紅爐火

The above is an old Chinese adage which means “True Gold fears no Fire“. That is how I would describe my revisited view and assessment of SolidFire, a high performance All-Flash array vendor which is starting to make its presence felt in South Asia.

I first blogged about SolidFire 3 years ago, and I have been following the company closely as more and more All-Flash array players entered the market over the 3 years. Many rode on the hype and momentum of flash storage, and as a result, muddied and convoluted the storage infrastructure market understanding. It seems to me spin marketing ruled the day and users could not make a difference between vendor A and vendor B, and C and D, and so on….

I have been often asked, which is the best All-Flash array today. I have always hesitated to say which is the best because there aren’t much to say, except for 2-3 well entrenched vendors. Pure Storage and EMC XtremIO come to mind but the one that had stayed under the enterprise storage radar was SolidFire, until now.

SolidFire Logo

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SMP than VMware

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VMware is not a panacea for all your server virtualization requirements but because they do fantastic marketing (not to mention doing 1 small seminar every 1.5-2 months here in Malaysia last year), everyone thinks they are the only choice for server virtualization.

Efforts from Citrix Xen, Microsoft Hyper-V and RedHat Virtualization do not seem to make a dent into VMware’s armour and it is beginning to feel that VMware is the only choice for server virtualization. However, every new server virtualization proposal would end up with the customer buying a brand new, much more powerful server. More CPUs, more cores, and more RAM (I am not going into VMware vRAM licensing issues here but customers know they are caged-in).

You see, VMware’s style of server virtualization is a in-system virtualization. The amount of physical resources within the system are being pooled, virtualized and shared with the virtual machines (VMs) in the physical chassis. With exception to the concept of distributed vSwitches (dvSwitch), CPUs, processing CPU cores and RAM are pretty much confined within what’s available in the physical box in most server virtualization environment. You can envision the concept of VMware’s in-system virtualization in the diagram below:

So, the consolidation (and virtualization) phase of older physical servers would involve packing tons of CPU cores and tons of RAMs in a newer, high end server.

I just visited a prospect a few days ago. For about 30 users for an ERP system and perhaps 100 users of Zimbra mailboxes, he lamented that he had to invest into 2 Dell R710 servers with 64GB of RAM each and sporting 2 x 8-core Intel Xeon. That sounded to like an overkill but that is what is happening here in this part of the world. The customer is given the perception and the doubt of inadequacy when they virtualize their servers. “What if I don’t have enough cores?; what if I don’t have enough RAM?” That in itself is the typical Malaysian (and Singaporean) kiasu mentality. Check out the Wikipedia definition of kiasu here.

Such a high-end server costs a lot of moolahs. And furthermore, the scalability and performance of the virtualized servers in the VMs are trapped within how much these servers can scale physically. If the server is maxed out at 16-cores and 128GB of RAM, then the customer to upgrade again with a server forklift. That’s not good.

And one more thing. VMware server virtualization is not ready for High Performance Computing (HPC) …yet.

Let’s look at this in another way. Let’s assume that you can look the server virtualization approach in an outward manner rather than the inward within kind of thinking, like the VMware in-system method.

What if you can invest in lower-end x86 servers with 1 x quad-core CPUs, with 8GB of RAM? What if you can put aggregate many of these lower-end servers together and build a large cluster of lower-end x86 servers into a huge symmetric multiprocessing server farm that supports 1,024 CPUs of 16,384 cores, 64TB of RAM? Have a look at this video that explains what I just mentioned:

ScaleMP video

Yeah, yeah .. it’s a marketing video from ScaleMP. But I am looking beyond the company and looking at the possibility of this out-system type of server virtualization. The ability to pool together all the CPU processing power of many physical servers and the aggregation of physical RAMs of all the combined servers into a single shared memory architecture unleashes the true power of server virtualization. This is THE next generation symmetric multiprocessing (SMP) architecture, and it breaks free from the limitations and scalability the in-ward virtualization of physical servers.

In the past, SMP system rely on heavy programmability of the applications to scale with SMP systems. Applications didn’t necessary scale on-the-fly with SMP systems, and some level of configuration and programming have to be applied to address the proprietary  SMP methods and interconnects. ScaleMP’s vSMP Foundation hypervisor solution removes the proprietary nature of SMP and bringing x86 server virtualization to meet the demands of HPC.

Here’s a look at the high level architecture of ScaleMP vSMP:

This type architecture brings similarity to RNA Networks solutions that I blogged some time ago. RNA Network, which was acquired by Dell late last year, based their solution on the RDMA technology and protocol, and was more about enhancing scalability and performance with memory pooling via Memory Cloud. ScaleMP’s patent-pending technology is more than that. It pools both memory and processing cores as well, giving it greater scalability and performance, the much needed resources for the demands of HPC environments.

The folks at ScaleMP contacted me a couple of weeks back and shared some of their marketing datasheets and whitepapers. While the information passed to me were OK, I wish the information could have a deeper dive into the technology and implementation as well. I hope they could share it, and I don’t mind signing an NDA.

Well, this is done pro bono, because I want everyone to know the choices and possibilities out there. It is my worldly cause to have people educated because only by being informed, we make better choices. The server virtualization world isn’t always about VMware, you know.

NFS-phobic in Malaysia

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I taught the EMC Cloud Infrastructure and Services (CIS) class last week and naturally, a few students came from the VMware space. I asked how they were implementing their storage and everyone said Fibre Channel.

I have spoken to a lot of people about this as well in the past, whether they are using SAN or NAS storage for VMware environments. And almost 99% would say SAN, either FC-SAN or iSCSI-based SAN. Why???

When I ask these people about deploying NFS, the usual reply would be related to performance.

NFS version 3 won the file sharing protocol race during its early days where Unix variants were prevalent, but no thanks to the Balkanization of Unices in the 90s. Furthermore, NFS lost quite a bit of ground between NFSv3 in 1995 and the coming out party of NFSv4.1 just 2 years ago. The in-between years were barren and NFS become quite a bit of a joke with “Need For Speed” or “No F*king Security“. That also could be a contributing factor to the NFS-phobia we see here in Malaysia.

I have experiences with both SAN and NAS and understood the respective protocols of Fibre Channel, iSCSI, NFS and CIFS, and I felt that NFS has been given unfair treatment by people in this country. For the uninformed, NFS is the only NAS protocol supported by VMware. CIFS, the Windows file sharing protocol, is not supported, probably for performance and latency reasons. However, if you catch up with high performance computing (HPC), clustering, or MPP (Massively Parallel Processing) resources, almost always you will read about NFS being involved in delivering very high performance I/O. So, why isn’t NFS proposed with confidence in VMware environments?

I have blogged about this before. And I want to use my blog today to reassert what I believe in and hope that more consideration can be given to NFS when it comes to performance, even for virtualized environments.

NFS performance is competitive when compared to Fibre Channel and in a lot of cases, better than iSCSI. It is just that the perception of poor performance in NFS is stuck in people’s mind and it is hard to change that. However, there are multiple credible sources that stated that NFS is comparable to Fibre Channel. Let me share with you one of the source that compared NFS with other transport protocols:

From the 2 graphs of IOPS and Latency, NFS fares well against other more popular transport protocols in VMware environments. Those NFS performance numbers, are probably not RDMA driven as well. Otherwise RDMA could very well boost the NFS numbers into even higher ground.

What is this RDMA (Remote Direct Memory Access)? RDMA is already making its presence felt quietly, and being used with transports like Infiniband and 10 Gigabit Ethernet. In fact, Oracle Solaris version 11 will use RDMA as the default transmission protocol whenever there is a presence of RDMA-enable NICs in the system. The diagram below shows where RDMA fits in in the network stack.

RDMA eliminates the need for the OS to participate in the delivery of data, and directly depositing the data from the initiator’s memory to the target’s memory. This eliminates traditional networking overheads such as buffers copying and setting up network data structures for the delivery. A little comparison of RDMA with traditional networking is shown below:

I was trying to find out how prevalent NFS was in supporting the fastest supercomputers in the world from the Top500 Supercomputing sites. I did not find details of NFS being used, but what I found was the Top500 supercomputers do not employ Fibre Channel SAN at all!  Most have either proprietary interconnects with some on Infiniband and 10 Gigabit Ethernet. I would presume that NFS would figure in most of them, and I am confident that NFS can be a protocol of choice for high performance environments, and even VMware environments.

The future looks bright for NFSv4. We are beginning to see the word of “parallel NFS (pNFS)” being thrown into conversations around here, and the awareness is there. NFS version 4.2 is just around the corner as well, promising greater enhancement to the protocol.