Dell EMC PowerEdge and BlueData

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1 Dell EMC PowerEdge and BlueData Enabling Big-Data-as-a-Service and Exploratory Analytics on Dell EMC PowerEdge Compute Platforms, Ready Solutions, and Isilon Storage Kris Applegate Dell EMC Customer Solution Center October 2017 A Dell EMC Best Practices Guide

2 Revisions Date February 2016 October 2017 Description 1.0 Initial release 2.0 Updated release Updated to the new Dell EMC brand. Incorporated new 14 th Generation of Dell EMC PowerEdge Servers Added configurations for existing Hadoop and Isilon Added design accommodations for new features in EPIC 3.0 The information in this publication is provided as is. Dell Inc. makes no representations or warranties of any kind with respect to the information in this publication, and specifically disclaims implied warranties of merchantability or fitness for a particular purpose. Use, copying, and distribution of any software described in this publication requires an applicable software license. Copyright 2017 Dell Inc. or its subsidiaries. All Rights Reserved. Dell, EMC, and other trademarks are trademarks of Dell Inc. or its subsidiaries. Other trademarks may be the property of their respective owners. Published in the USA [10/2/2017] [Best Practices Guide] Dell believes the information in this document is accurate as of its publication date. The information is subject to change without notice. 2 Dell EMC PowerEdge and BlueData version (2.0)

3 Table of contents Revisions... 2 Executive Summary Introduction BlueData Epic Server Roles Controllers Workers Gateways Host Storage Types Operation System (OS) Node Storage Data Storage Recommended Deployment Models Local Storage Remote Storage on Dell EMC Hadoop Ready Bundle Remote Storage on Dell EMC Isilon Component Builds Recommended Host Counts Controller/Worker - Local Storage (High Capacity) Controller/Worker - Local Storage (High Performance) Controller/Worker Existing Ready Bundle / Isilon Gateways (Optional) Management Switches Data Switches Additional Configuration Considerations Host Count Node Storage Data Storage and Platform Type Host Networking Ready Solution Speed / Capacity Isilon Model Conclusion A Tested Configuration Details Dell EMC PowerEdge and BlueData version (2.0)

4 B Dell EMC Customer Solution Centers C Technical support and resources C.1 Related resources Dell EMC PowerEdge and BlueData version (2.0)

5 Executive Summary The demand for businesses to make data-driven decisions has become no longer optional, but rather required. The sheer number of choices in data processing platforms, both for structured and unstructured data are overwhelming. Knowledge workers in customer s lines of business are requiring IT organizations to rapidly architect, provision, and maintain multiple sets of tools. Failure of an IT team to meet this demand could see users trying to stand-up their own unapproved / unmanaged clusters or, at a greater risk, move data out in un-governed public clouds where company intellectual property and customer data could be at risk. The benefit of partnering BlueData s EPIC software with Dell EMC s powerful portfolio of compute, storage, and networking options allows our customers to consolidate multiple data analytics clusters into one shared platform. This results in simplification of infrastructure, comprehensive control of data, and flexible and agile capabilities around spinning up new and emerging technologies easily. This solution allows IT to focus on helping their company differentiate themselves at the workload layer, rather than spending time at the infrastructure plumbing layer. 5 Dell EMC PowerEdge and BlueData version (2.0)

6 1 Introduction The demand for businesses to make data-driven decisions has become no longer optional, but rather required. The sheer number of choices in data processing platforms, both for structured and unstructured data are overwhelming. Knowledge workers in customer s lines of business are requiring IT organizations to rapidly architect, provision, and maintain multiple sets of tools. Failure of an IT team to meet this demand could see users trying to stand-up their own unapproved / unmanaged clusters or, at a greater risk, move data out in un-governed public clouds where company intellectual property and customer data could be at risk. Current Data Analytics Cluster State The benefit of partnering BlueData s EPIC software with Dell EMC s powerful portfolio of compute, storage, and networking options allows our customers to consolidate multiple data analytics clusters into one shared platform. This results in simplification of infrastructure, comprehensive control of data, and flexible and agile capabilities around spinning up new and emerging technologies easily. This solution allows IT to focus on helping their company differentiate themselves at the workload layer, rather than spending time at the infrastructure plumbing layer. 6 Dell EMC PowerEdge and BlueData version (2.0)

7 BlueData EPIC 7 Dell EMC PowerEdge and BlueData version (2.0)

8 2 BlueData Epic Server Roles Below we describe the major server roles that are needed to stand up a production BlueData cluster. Updated sizing guidance can always be found in the most recent documentation from BlueData. 2.1 Controllers These hosts are the initial installation point of BlueData and the key orchestrators in instantiating the containerized clusters on the Worker hosts. While a single host can act as the only controller (as well as a Worker host), we recommend that you deploy 3 Controller hosts as a master, standby, and arbiter highly available configuration. By default all controllers are provisioned as Workers as well, though some customer s requirements may dictate that containerprovisioning be disabled on the controller hosts in order to dedicate them to orchestration only. These hosts can also serve as network routers between the containerized internal overlay network and the outside world. 2.2 Workers Workers form the backbone of the compute infrastructure as well as provide the disk space on which the containerized hosts spin-up their scratch/ephemeral storage. In the case of the Local Storage configuration these Worker hosts will also hold the disks that will be dedicated to providing the Data Storage capacity. You ll want a platform here that has multiple disk options of either large form-factor (LFF) disks that are suited to high-capacity or small form-factor (SFF) disks that emphasize performance. CPU cores and memory should be sized based off of the anticipated number of containers each host should be expected to handle in addition to 1 core and 1/8 allocated RAM +1 for overhead. It s important to understand that CPU cores can be oversubscribed, but memory can t be. 2.3 Gateways Gateway hosts are optional components that provide the ability to surface network end-points for the internal containerized clusters. This allows designs to forgo the need for a routable container network through the controllers. Containerized clusters will terminate their user interface and service end-points on the front-facing IPs of the gateway hosts, mapped to ports above These hosts can be very light-weight configurations as well as even virtual machines on existing compute infrastructure. In the case of the Hadoop Ready Bundle solutions, you could deploy these on the existing Hadoop Edge Nodes. 8 Dell EMC PowerEdge and BlueData version (2.0)

9 3 Host Storage Types Each host in a BlueData cluster contains a couple of key types of local and/or remote storage. Some of these storage types are optionally remote (Data Storage) and others are provisioned from local disk resources (Operating System and Node Storage). 3.1 Operation System (OS) This is the storage on which the host-operating system is installed. All 3 roles (Controllers, Workers, and Gateways) have local Operating Systems that will need to be installed prior to BlueData package setup. We recommend, as with any production deployment, that you mirror the OS using RAID for resiliency. Check BlueData s software requirements for the latest supported Linux OS revisions. Note that currently, the minimum amount of storage for the OS volume is 300, which can prevent the use of some OS/boot storage options like the Dell EMC Boot Optimized Storage Subsystem (BOSS) without manually overriding the installer. 3.2 Node Storage Node storage is the temporary/ephemeral/scratch space on each Worker host where the containers are instantiated. This is high-speed storage that is local to each Worker host. Regardless of deployment model, Node storage space is required. This must be un-formatted volumes that are presented to the Linux OS (e.g. /dev/sda, /dev/vda, /dev/nvme0n1). It s important to remember that you must present each drive individually as opposed to in aggregate (RAID). In Dell PowerEdge RAID Controllers (PERC) this means flagging all the drives as Non-RAID. Detailed sizing considerations can be referred to in the BlueData System Architecture section of the documentation. 3.3 Data Storage The storage that each of the tenants use to store source data and results is referred to as Data storage. This can be made up of multiple local drives or of remote storage on an existing Hadoop (HDFS or Kerberos HDFS) and NAS (NFS). If using local storage, these drives must also be Non-RAID and unformatted. When using remote storage, you ll use the BlueData DataTap mechanism to transparently attach over IP. 9 Dell EMC PowerEdge and BlueData version (2.0)

10 Below is an example of how you can carve up the local drives on a Dell EMC PowerEdge R740XD to provide all 3 of the storage roles needed for BlueData. This just serves and one example of hardware configurations, further examples for additional use-cases and performance characteristics are detailed in Sections 4 and 5. SSD SSD SAS 12Gb 15k SAS 12Gb 15k Drive 23 Drive 22 Drive 21 Drive 20 Drive 19 Drive 18 Drive 17 Drive 16 Drive 15 Drive 14 Drive 13 Drive 12 Drive 11 Drive 10 Drive 9 Drive 8 Drive 7 Drive 6 Drive 5 Drive 4 Drive 3 Drive 2 Drive 1 Drive 0 Drive 27 Drive 26 Drive 25 Drive 24 Mid-Bay Front Hot-Plug Data Node OS Flexbay Drive 28 Drive 29 Drive 30 Drive 31 Example Disk Layout for Controller/Worker - Local Storage (High Performance) 10 Dell EMC PowerEdge and BlueData version (2.0)

11 4 Recommended Deployment Models The flexibility of the BlueData platform really shines when as you begin to look at the possible deployment models. Below you ll see 3 recommended models ranging from all local storage through to remote storage provided by either existing Hadoop clusters or Dell EMC Isilon s scale-out NAS capabilities. Which model you choose should be determined after consultation with your Dell EMC and BlueData sales support resources (as well as the Dell EMC Customer Solutions Center) 4.1 Local Storage In this model, each Worker and Controller/Worker has local storage for all three storage types: OS, Node, and Data resulting in a more simplified architecture. The key differentiator in this deployment model is the local storage is allocated as Tenant data. Local disks (usually rotational) are used to make up the BlueData HDFS instance that is shared across all Tenants. Each tenant is restricted from viewing the other tenant s files, but they are all resident on the single HDFS namespace that BlueData provides. Different server models can be used here to provide a platform that is optimized for either high-capacity (LFF) or high performance (SFF). However, we do recommend that all Worker hosts have the same disk configuration and layout. SSD SSD SAS 12Gb 15k SAS 12Gb 15k Dell EMC PowerEdge R740XD with Large Form-factor Drives (Top) and Small Form-factor Drives (Bottom) Bezels Removed 11 Dell EMC PowerEdge and BlueData version (2.0)

12 idracs LNK COMBO PORTS LNK COMBO PORTS ACT ACT LNK LNK ACT ACT Stack No. 49 SFP+ 50 Stack No. 49 SFP Corporate Network Gateway(s) (Optional) Stack ID Stack ID Management Switches Controllers / Workers (Master, Standby, Arbiter) Data Switches OS Node Data Workers Local Storage Deployment Model 12 Dell EMC PowerEdge and BlueData version (2.0)

13 idracs LNK 47 ACT COMBO PORTS LNK 47 ACT COMBO PORTS LNK LNK ACT ACT Stack No. 49 SFP+ 50 Stack No. 49 SFP Remote Storage on Dell EMC Hadoop Ready Bundle Many customers have existing, robust, hardened primary Hadoop clusters that they would like to leverage for storage. In this deployment model you can use BlueData as the Controller/Compute tier and leave your source data and result data on the remote HDFS solution. Dell EMC has a long history of providing validated reference configurations of both Cloudera and Hortonworks distributions of Hadoop. These solutions can save IT departments hours of valuable time by taking care of all the steps of racking, provisioning the operating systems, and installing and configuration the Hadoop distribution, allowing IT to spend time focused on the workloads that differentiate their company. Corporate Network Gateway(s) (Optional) Management Switches Stack ID Stack ID (Master, Standby, Arbiter) Data Switches Controllers / Workers OS Node Name Node(s) Data Storage Workers Remote Storage on Dell EMC Ready Bundle Deployment Model 13 Dell EMC PowerEdge and BlueData version (2.0)

14 idracs LNK 47 ACT COMBO PORTS LNK 47 ACT COMBO PORTS LNK LNK ACT ACT Stack No. 49 SFP+ 50 Stack No. 49 SFP Remote Storage on Dell EMC Isilon Dell EMC Isilon s multi-protocol scale-out storage capabilities can be leveraged to provide a remote filesystem with a significantly lower total cost of ownership (TCO). By reducing the need for multiple software replicas and sharing the same data across SMB/NFS/HDFS Isilon can reduce the complexity of a remote storage solution while allowing the introduction of a robust portfolio of data management options. Corporate Network Gateway(s) (Optional) Management Switches Stack ID Stack ID (Master, Standby, Arbiter) Data Switches Controllers / Workers Data Storage OS Node Workers Remote Storage on Dell EMC Isilon Deployment Model 14 Dell EMC PowerEdge and BlueData version (2.0)

15 5 Component Builds 5.1 Recommended Host Counts Components Local Storage Remote Storage on Dell EMC Hadoop Ready Bundle Remote Storage on Dell EMC Isilon Controller/Worker Hosts (with local data storage) 3 (High Capacity or Performance) N/A N/A Worker Only Hosts (with local data storage) 7 (High Capacity or Performance) N/A N/A Controller/Worker Hosts (without local data storage) Worker Only Hosts (without local data storage) N/A 3 3 N/A 7 7 Gateways Management Switches Data Switches External Storage Solution N/A Dell EMC Ready Bundle for Hadoop Dell EMC Isilon Solution Usable Node Storage 7.68 (SSD) 7.68 (SSD) 7.68 (SSD) Usable Data Storage Recommended Host Counts 21.3 (Capacity) 11.2 (Performance) Varies Depending on Existing Hadoop s Capacity Varies Depending on Isilon Configuration 5.2 Controller/Worker - Local Storage (High Capacity) Component Server Model Dell EMC PowerEdge R740XD 15 Dell EMC PowerEdge and BlueData version (2.0)

16 Chassis Processor(s) Memory Disk Controller OS Storage Node Storage Data Storage Chassis with up to 12x3.5" HDD, 4x3.5" in Mid-bay, and 4x2.5" in Flexbay Dual Intel Xeon Gold G, 12C/24T, 24.75M Cache 384 RAM (12x 32 DIMMs) Dell PERC H730P 2x K SAS Drives (Flexbay) RAID 1 (Mirror) 2x Mixed Use SAS SSD Drives (Flexbay) Non-RAID 16x K (12x Front and 4x Mid-bay) Non-RAID Network Card Intel X710 Quad Port 10GbE Network Daughter Card Controller/Worker - Local Storage (High Capacity) 5.3 Controller/Worker - Local Storage (High Performance) SSD SSD SAS 12Gb 15k SAS 12Gb 15k Component Server Model Chassis Processor(s) Memory Disk Controller OS Storage Node Storage Data Storage Dell EMC PowerEdge R740XD Chassis with up to 24x2.5" HDD, 4x2.5" in Mid-bay, and 4x2.5" in Flexbay Dual Intel Xeon Gold G, 12C/24T, 24.75M Cache 384 RAM (12x 32 DIMMs) Dell PERC H740P 2x K SAS Drives (Flexbay) RAID 1 (Mirror) 2x Mixed Use SAS SSD Drives (Flexbay) Non-RAID 28x K SAS (24x Front and 4x Mid-bay) Non-RAID Network Card Intel X710 Quad Port 10GbE Network Daughter Card Controller/Worker - Local Storage (High Performance) 16 Dell EMC PowerEdge and BlueData version (2.0)

17 5.4 Controller/Worker Existing Ready Bundle / Isilon SSD SSD SAS 12Gb 15k SAS 12Gb 15k Component Server Model Chassis Processor(s) Memory Disk Controller OS Storage Node Storage Dell EMC PowerEdge R740XD Chassis with up to 24x2.5" HDD Dual Intel Xeon Gold G, 12C/24T, 24.75M Cache 384 RAM (12x 32 DIMMs) Dell PERC H740P 2x K SAS Drives RAID 1 (Mirror) 2x Mixed Use SAS SSD Drives Non-RAID Data Storage 1x Dell EMC Isilon Generation 6 Chassis w/ 4x Dell EMC Isilon H500 each w/ o 15x 4 Drives o 2x 1.6 SSD Network Card Intel X710 Quad Port 10GbE Network Daughter Card Controller/Worker Existing Ready Bundle / Isilon 5.5 Gateways (Optional) The optional gateway hosts can be a very light-weight server whose configuration is highly dependent on the customer use-case. A non-specific configuration is listed below that details the recommended CPU core count and RAM amounts. Component CPU Core Count Memory 8-Cores 32 OS Storage Gateways (Optional) Dell EMC PowerEdge and BlueData version (2.0)

18 5.6 Management Switches LNK 47 ACT 1 Stack No. 2 LNK ACT COMBO PORTS SFP+ 50 Component Switch Model Management Switches Dell EMC Networking S3148-ON 5.7 Data Switches Stack ID Component Switch Model Data Switches Dell EMC Networking S4148F-ON 18 Dell EMC PowerEdge and BlueData version (2.0)

19 6 Additional Configuration Considerations 6.1 Host Count This document outlines 3 configurations that allow for 3 different methods for storing persistent data. The amount of compute resources in each configuration have been kept the same (processor core count and RAM) so that each configuration can instantiate the same number of containerized applications. However, it should be noted that in the remote storage configurations (Remote Hadoop and Dell EMC Isilon), since the local storage processing overhead of offloaded to those storage systems, the amount of compute and memory needed could diminish. With that in mind, you could see the same workload performance in those configurations as with the local storage configuration, all while allowing for a lower total host count. 6.2 Node Storage The drives providing Node storage are the best place to make an investment in speed. This can range from faster / larger SSDs on through PCI-E NVMe devices with microsecond latency. Improving the speed here will improve the speed of provisioning containers, the speed at which those containers can execute storage operations, and reduce the latency of transactions. The sizing of this space will need to take into account how many containers of each solution stack will need to be deployed on each host. The advantage of using containerization here is that you re not penalized for the OS portion of each host since they are shared amongst all other hosts that use that same container s OS. This means that the only thing that distinguishes each container from each other are the deltas to the base image. 6.3 Data Storage and Platform Type The amount of necessary data storage will vary depending on customer use-case. The Dell EMC PowerEdge R740XD compute platform allows for multiple configurations across both the performance and capacity dimensions. However, there are a number of additional optional platforms you could consider: Controller/Worker Local Storage > Cost-Optimized Local Storage Dell EMC PowerEdge R540 > Capacity-Optimized Local Storage Dell EMC R740XD with larger drives (limit to less than 100 raw per host as a best practice) > Density-Optimized Local Storage Dell EMC PowerEdge R640 > Modular Local Storage Dell EMC PowerEdge FX2 with Dell EMC PowerEdge FC640 and Dell EMC PowerEdge FD332 Controller/Worker > Cost-Optimized Compute Only Dell EMC PowerEdge R440 > Density-Optimized Compute Only Dell EMC PowerEdge R640 > Modular Compute Only Dell EMC PowerEdge FX2 with Dell EMC PowerEdge FC640 > Hyper-scale Dell EMC PowerEdge C Host Networking The amount of bandwidth delivered to each host should take into consideration both storage traffic (host to host if using local storage and remote storage traffic if using a remote solution like an existing Hadoop or Isilon). In our recommended configurations, we allocated a bonded set of four (4) 10GbE links for both throughput and failover accommodations. There are many additional ways to deliver substantial bandwidth to Dell EMC PowerEdge platforms including multiple 40GbE 19 Dell EMC PowerEdge and BlueData version (2.0)

20 links as well as the emerging 25GbE solutions. 25GbE shows particular promise as it s cost:performance ratio is unmatched in the other technologies. As you scale this solution to multiple racks, we recommend using a leaf/spine design to allow for scale-out capabilities. You can look to Dell EMC s wide portfolio of aggregation tier switches at 40GbE and 100GbE to provide the spine for your topology. In our recommended configurations, each host is delivering both the Container and the Management traffic on the same interface. You could split this using VLAN tagging or even divide the 4x 10GbE ports into 2x 2x10GbE trunks with one trunk handling management, and one trunk handling the container traffic. 6.5 Ready Solution Speed / Capacity Dell EMC s Ready Solutions for Hadoop offer multiple scaling options for performance and modularity. When implementing this solutions you have autonomy to scale the Ready Solution storage independent from the BlueData compute solution. If you are looking to improve remote storage speed, you could either scale the network or Hadoop worker host disk speed. If you are looking for capacity, you can scale the number of Hadoop worker hosts in the remote solution or increasing the drive capacity in the worker hosts. 6.6 Isilon Model With a broad portfolio of models, the Dell EMC Isilon product family has many options to help you optimize your solution for speed or capacity as well as any mix of the two. All flash models can significantly improve storage latency. Hosts with larger, slower drives can help optimize your solution for storage capacity without the need for the physical space that 3 replicas requires in the Local Storage configuration. > Capacity Focused Dell EMC Isilon H500 each with 15x 4 and 2x 1.6 SSD > Performance (Disk) Focused Dell EMC Isilon H600 each with 30x 1.2 SAS and 2x 1.6 SSD > Performance (All-Flash) Focused Dell EMC Isilon F800 each with 15x 3.2 SSD 20 Dell EMC PowerEdge and BlueData version (2.0)

21 7 Conclusion As many organizations are finding out, flexibility and agility are keys to success when it comes to data analytics. This recommended configuration for BlueData on Dell EMC PowerEdge Servers, Ready Solutions, and Isilon provides the ability to instantiate many of the latest and greatest data analytics tools of today, while providing the infrastructure to build on for the tools of tomorrow. Consolidating your data analytics resources into a single shared resource pools provides the ability to keep data under control and resources efficiently utilized, which then allows you to focus your resources where it matters the most, not on the infrastructure plumbing. 21 Dell EMC PowerEdge and BlueData version (2.0)

22 A Tested Configuration Details The below configuration was stood up in the Dell EMC Customer Solution Centers to perform basic validation routines. This testing consisted of running in both Local Storage mode as well as attaching to an existing HDFS filesystem provided by a Dell EMC Ready Solution for Cloudera Hadoop cluster. Component Server Model Chassis Processor(s) Memory Disk Controller OS Storage Node Storage Data Storage Network Card Operating System Version Dell EMC PowerEdge R740XD Chassis with up to 24x2.5" HDD including 12 NVMe Drive Bays (not used) Dual Intel Xeon Gold G, 14C/28T, 19M Cache 192 RAM (12x 16 DIMMs) Dell PERC HBA330 1x K SAS Drive 2x K SAS Drives 9x K SAS Drives Intel X710 Quad Port 10GbE Network Daughter Card CentOS Server (64-bit) BlueData EPIC Version Build 2158 Tested Configuration - Controller/Worker Hosts Component Switch Model Dell EMC Networking S3048-ON Tested Configuration - Management Switch Component Switch Model Dell EMC Networking S4048-ON Tested Configuration - Data Switch Component Dell EMC Ready Bundle Revision Dell EMC Ready Bundle for Cloudera Hadoop 5.10 Cloudera Hadoop Revision Cloudera CDH 5.10 Tested Remote Storage Solution Version 22 Dell EMC PowerEdge and BlueData version (2.0)

23 23 Dell EMC PowerEdge and BlueData version (2.0)

24 B Dell EMC Customer Solution Centers The Dell EMC Customer Solution Centers are a global network of connected labs that allow Dell to help customers architect, validate and build solutions. With footprints in every region, they can help you whether through an informal minute briefing, a longer half-day workshop, or even on to a proof-of-concept that would allow you to kick the tires of a solution prior to signing on the dotted line. Simply engage with your account team and have them submit a request to get started today. Collaborate Technical Briefing Innovate Design Workshop Validate Proof of Concept & Design Customized Technical Consultations White-boarding and Solution Conversations Customer Use-Cases and Requirements Physical and virtual engagements with global connectivity. Open discussions to help customers explore solution options. Practical hands-on implementation and validation. Dell EMC Customer Solution Centers Locations and Offerings 24 Dell EMC PowerEdge and BlueData version (2.0)

25 C Technical support and resources Dell.com/support is focused on meeting customer needs with proven services and support. Dell TechCenter is an online technical community where IT professionals have access to numerous resources for Dell EMC software, hardware and services. Storage Solutions Technical Documents on Dell TechCenter provide expertise that helps to ensure customer success on Dell EMC Storage platforms. Dell EMC Customer Solution Centers are locations where Dell EMC account teams can bring customers to engage with our Subject Matter Experts to demonstrate how the Dell EMC portfolio can deliver value. BlueData EPIC Documentation C.1 Related resources Dell Reference Configuration for Dell PowerEdge Servers (Version 1.0 of this document) 25 Dell EMC PowerEdge and BlueData version (2.0)

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