Software Defined Storage No More Limits
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- Amos Gerard Hunter
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1 RED HAT ARCHITECT PRAGUE, OCTOBER 2nd 2015 Software Defined Storage No More Limits Wojciech Furmankiewicz Senior Solution Architect Red Hat CEE [email protected]
2 WHAT HAPPENES IN AN INTERNET MINUTE
3 THE FORECAST By 2020 over 15 ZB of data will be stored 1.5 ZB are stored today
4 STORAGE MARKET GROWTH FORECAST Software-Defined Storage is leading a shift in the global storage industry, with far-reaching effects. By 2016, server-based storage solutions will lower storage hardware costs by 50% or more. SDS-P MARKET SIZE BY SEGMENT $1,349B $1,195B Block Storage File Storage Object Storage Hyperconverged $1,029B $859B Gartner: IT Leaders Can Benefit From Disruptive Innovation in the Storage Industry $706B By 2020, between 70-80% of unstructured data will be held on lower-cost storage managed by SDS environments. $592B $457B Innovation Insight: Separating Hype From Hope for Software-Defined Storage By 2019, 70% of existing storage array products will also be available as software only versions Innovation Insight: Separating Hype From Hope for Software-Defined Storage Source: IDC Market size is projected to increase approximately 20% year-over-year between 2015 and 2019
5 A COUPLE OF STORAGE FACTS >50% Average Storage Capacity CAGR (Compound Annual Growth Rate) >30% Storage share of Total-IT Budget 90:10% Unstructured vs. Structured Data 8 ct Avg. Legacy Storage Price for 1 GB/mon (*) 3 ct Avg. Cloud Storage Price for 1 GB/mon 1-2 ct Avg. Open SW-defined Price 1 GB/mon (*) (*) HW + SW + maintenance for 3 yr. depreciation period
6 THE PROBLEM Growth of data IT Storage Budget 2010 Existing systems don t scale Increasing cost and complexity Need to invest in new platforms ahead of time 2020
7 THE SOLUTION PAST: SCALE UP FUTURE: SCALE OUT
8 SCALE-OUT ARCHITECTURE Scale out performance, capacity and availability SERVER (CPU, MEM, IO) STORAGE (CAPACITY, PERFORMANCE) Scale up capacity 1TB GLOBAL NAMESPACE / SINGLE CONSISTENT STORAGE SYSTEM... Single consistent storage system Global namespace Aggregates CPU, memory, network capacity Deploys on RHEL-supported servers and directly connected storage Scale out linearly Scale out performance and capacity as needed
9 SOLUTIONS FOR PETABYTE-SCALE OPERATORS Optimized for large-scale deployments Enhanced for flexibility and performance Version 1.3 of Red Hat Ceph Storage is the first major release since joining the Red Hat Storage product portfolio, and incorporates feedback from customers who have deployed in production at large scale. Version 3.1 of Red Hat Gluster Storage contains many new features and capabilities aimed to bolster data protection, performance, security, and client compatibility. New capabilities include: Areas of improvement: Erasure coding Robustness at scale Tiering Performance tuning Bit Rot detection Operational efficiency NVSv4 client support
10 GROWING INNOVATION COMMUNITIES 78 AUTHORS/mo Contributions from Intel, SanDisk, SUSE,and DTAG. Presenting Ceph Days in cities around the world and quarterly virtual Ceph Developer Summit events COMMITS/mo 258 POSTERS/mo 41 AUTHORS/mo Over 11M downloads in the last 12 months 259 COMMITS/mo Increased development velocity, authorship, and discussion has resulted in rapid feature expansion. 166 POSTERS/mo
11 RED HAT GLUSTER STORAGE
12 GLUSTER: SCALE-OUT ARCHITECTURE
13 GLUSTER: OVERVIEW RED HAT GLUSTER STORAGE POOL VIRTUAL PHYSICAL /brick ADMIN Gluster Node RED HAT STORAGE CLI & WEB /brick /brick SSH HTTPS /brick Gluster Node /brick /brick NFS USERS CIFS /brick FUSE /brick Native Client OpenStack Swift Gluster Node /brick
14 GLUSTER: NODES BRICKS AND VOLUMES A VOLUME IS SOME NUMBER OF BRICKS, CLUSTERED AND EXPORTED WITH GLUSTER Volumes have administrator assigned names (= export names) A brick is a member of only one volume A global namespace can have a mix of replicated and distributed volumes Data in different volumes physically exists on different bricks Volumes can be sub-mounted on clients using NFS, CIFS and/or Glusterfs clients THE DIRECTORY STRUCTURE OF THE VOLUME EXISTS ON EVERY Volume 2 /archives Storage Node Storage Node Storage Node /export1 /export2 /export3 /export1 /export2 /export3 /export4 /export5 /export1 /export2 /export3 /export4 3 bricks 5 bricks 4 bricks Volume 1 /shares
15 GLUSTER: DISTRIBUTED VOLUME
16 GLUSTER: REPLICATED VOLUME
17 GLUSTER: GEO-REPLICATION
18 GLUSTER: LINEAR PERFORMANCE - READ read transfer rate read transfer rate -- normalized normalized transfer rate (MB/s/server) MB/s servers glusterfs, repl=1 gluster-nfs, repl=1 glusterfs, repl=2 gluster-nfs, repl= servers glusterfs, repl=1 gluster-nfs, repl=1 glusterfs, repl=2 gluster-nfs, repl=2 16
19 GLUSTER: LINEAR PERFORMANCE - WRITE transfer rate transfer rate (normalized) MB/s/server MB/s servers glusterfs, repl=1 gluster-nfs, repl=1 glusterfs, repl=2 gluster-nfs, repl= servers glusterfs, repl=1 gluster-nfs, repl=1 glusterfs, repl=2 gluster-nfs, repl=
20 BIT ROT DETECTION Detection of silent data corruption Bit rot detection is a mechanism that detects data corruption resulting from silent hardware failures, leading to deterioration in performance and integrity. ADMIN Red Hat Gluster Storage 3.1 provides a mechanism to scan data periodically and detect bit-rot. Using the SHA256 algorithm, checksums are computed when files are accessed and compared against previously stored values. If they do not match, an error is logged for the storage admin.!!! X 0 0
21 SECURITY Scalable and secure NFSv4 client support Using NFS-Ganesha, an NFS server implementation, Red Hat Gluster Storage 3.1 provides client access with simplified failover and failback in the case of a node or network failure. Supporting both NFSv3 and NFSv4 clients, NFSGanesha introduces ACLs for additional security, Kerberos authentication, and dynamic export management. CLIENT CLIENT CLIENT CLIENT NFS NFS NFS NFS NFS-GANESHA NFS-GANESHA STORAGE CLUSTER
22 ROADMAP: RED HAT GLUSTER STORAGE Gluster 3.7, RHEL 6, 7 CORE At-rest encryption PERF MGMT MGMT CORE FILE SEC Device Management Geo-Replication, Snapshots Dashboard FILE SELinux SSL encryption (in-flight) SMB 3 (advanced features) Multi-channel Dynamic provisioning of resources Gluster 3.8, RHEL 6, 7 Compression Deduplication Highly scalable control plane Next-gen replication/distribution Inode quotas Faster Self-heal Controlled Rebalance Active/Active NFSv4 SMB 3 (basic subset) SEC CORE FUTURE (v4.0 and beyond) MGMT Erasure Coding Tiering Bit Rot Detection Snap Schedule V3.2 (H1-2016) FILE TODAY (v3.1) pnfs QoS Client side caching New UI Gluster REST API Gluster 4, RHEL 7
23 DETAIL: RED HAT GLUSTER STORAGE 3.1 New support in the console for snapshotting and geo-replication features. Tiering New features to allow creation of a tier of fast media (SSDs, Flash) that accompanies slower media, supporting policy-based movement of data between tiers and enhancing create/read/write performance for many small file workloads. Bit rot detection Ability to detect silent data corruption in files via signing and scrubbing, enabling long term retention and archival of data without fear of bit rot. Snapshot scheduling Ability to schedule periodic execution of snapshots easily, without the complexity of custom automation scripts. Backup hooks Features that enable incremental, efficient backup of volumes using standard commercial backup tools, providing time-savings over full-volume backups. Erasure coding Introduction of erasure coded volumes (dispersed volumes) that provide cost-effective durability and increase usable capacity when compared to standard RAID and replication. CORE CORE MGMT Snapshots, Geo-replication CORE Support in the console for discovery, format, and creation of bricks based on recommended best practices; an improved dashboard that shows vital statistics of pools. CORE Device management, dashboard CORE MGMT These features were introduced in the most recent release of Red Hat Gluster Storage, and are now supported by Red Hat.
24 DETAIL: RED HAT GLUSTER STORAGE 3.1 PERF Small file Optimizations to enhance small file performance, especially with small file create and write operations. PERF Rebalance Optimizations that result in enhanced rebalance speed at large scale. SECURITY SELinux enforcing mode Introduction of the ability to operate with SELinux in enforcing mode, increasing security across an entire deployment. PROTOCOL NFSv4 (multi-headed) Support for data access via clustered, active-active NFSv4 endpoints, based on the NFS-Ganesha project. PROTOCOL These features were introduced in the most recent release of Red Hat Gluster Storage, and are now supported by Red Hat. SMB 3 (subset of features) Enhancements to SMB 3 protocol negotiation, copy-data offload, and support for in-flight data encryption [Sayan: what is copy-data offload?]
25 RED HAT CEPH STORAGE
26 HISTORY OF CEPH 10 years in making Open Source Project Starts at UCSC OpenStack Integration Mainline Linux Kernel MAY 2012 Launch of Inktank Production Ready Ceph SEPT 2012 Xen Integration CloudStack Integration RHEL-OSP Certification FEB 2014 OCT 2013 Inktank Ceph Enterprise Launch APR 2014 Inktank Acquired by Red Hat
27 TRADITIONAL STORAGE VS. CEPH TRADITIONAL ENTERPRISE STORAGE Single Purpose Multi-Purpose, Unified Hardware Distributed Software Single Vendor Lock-in Open Hard Scale Limit Exabyte Scale
28 ARCHITECTUAL COMPONENTS APP RGW A web services gateway for object storage, compatible with S3 and Swift HOST/VM RBD A reliable, fully-distributed block device with cloud platform integration CLIENT CEPHFS A distributed file system with POSIX semantics and scale-out metadata management LIBRADOS A library allowing apps to directly access RADOS (C, C++, Java, Python, Ruby, PHP) RADOS A software-based, reliable, autonomous, distributed object store comprised of self-healing, self-managing, intelligent storage nodes and lightweight monitors
29 CEPH UNIFIED STORAGE OBJECT STORAGE BLOCK STORAGE FILE SYSTEM S3 & Swift Snapshots POSIX Multi-tenant Clones Linux Kernel Keystone OpenStack CIFS/NFS Geo-Replication Linux Kernel HDFS Erasure Coding Tiering Distributed Metadata
30 CEPH ARCHITECTURE S3/SWIFT HOST/HYPERVISOR OBJECT STORAGE iscsi CIFS/NFS BLOCK STORAGE MONITORS SDK FILE SYSTEM OBJECT STORAGE DAEMONS (OSD) NODE NODE NODE NODE NODE NODE NODE NODE NODE
31 RADOS COMPONENTS OSDs: 10s to 10000s in a cluster One per disk (or one per SSD, RAID group ) Serve stored objects to clients Intelligently peer for replication & recovery M Monitors: Maintain cluster membership and state Provide consensus for distributed decision-making Small, odd number These do not serve stored objects to clients
32 OBJECT STORAGE DAEMONS M OSD btrfs xfs ext4 OSD OSD OSD M FS FS FS FS DISK DISK DISK DISK M
33 A METADATA SERVER? M 1 M APPLICATION 2 M
34 CALCULATED PLACEMENT A-G M H-N M APPLICATION F O-T M U-Z
35 EVEN BETTER: CRUSH OBJECT RADOS CLUSTER
36 CRUSH DYNAMIC DATA PLACEMENT CRUSH: Pseudo-random placement algorithm Fast calculation, no lookup Repeatable, deterministic Statistically uniform distribution Stable mapping Limited data migration on change Rule-based configuration Infrastructure topology aware Adjustable replication Weighting
37 FOCUSED SET OF USE CASES ANALYTICS CLOUD INFRASTRUCTURE RICH MEDIA AND ARCHIVAL SYNC AND SHARE ENTERPRISE VIRTUALIZATION Big Data analytics with Hadoop Machine data analytics with Splunk Virtual machine storage with OpenStack Object storage for tenant applications Cost-effective storage for media streaming Active archives File sync and share with owncloud Storage for conventional virtualization with RHEV
38 VIRTUAL MACHINE STORAGE OpenStack Keystone API Swift API Cinder API The most widely deployed 1 technology for OpenStack storage Glance API Nova API Hypervisor Ceph Oobject Gateway (RADOS GW) Ceph Block Device (RBD) Red Hat Ceph Storage FEATURES Full integration with Nova, Cinder and Glance Single storage for images and ephemeral and persistent volumes Copy-on-write provisioning Swift-compatible object storage gateway Full integration with Red Hat Enterprise Linux OpenStack Platform 1 BENEFITS Provides both volume storage and object storage for tenant applications Reduces provisioning time for new virtual machines No data transfer of images between storage and compute nodes required Unified installation experience with Red Hat Enterprise Linux OpenStack Platform
39 OPENSTACK USER SURVEY DEV / QA PROOF OF CONCEPT PRODUCTION
40 STORAGE FOR TENANT APPLICATIONS OpenStack Unstructured data storage for distributed, cloud-native applications APP APP APP APP S3 API S3 API S3 API S3 API Ceph Object Gateway (RADOS GW) Ceph Object Gateway (RADOS GW) Red Hat Ceph Storage FEATURES Compatibility with S3 and Swift APIs Fully-configurable replicated or erasure coded storage backends Cache tiering pools Multi-site failover BENEFITS Supports broad ecosystem of tools and applications built for the S3 API Provides a modern hot/warm/cold storage topology that offers cost-efficient performance Advanced durability at optimal price
41 RICH MEDIA Unstructured image, video, and audio content Massively-scalable, flexible, and cost-effective storage for image, video, and audio content Red Hat Gluster Storage FEATURES Support for multi-petabyte storage clusters on commodity hardware Erasure coding and replication for capacity-optimized or performance-optimized pools Support for standard file & object protocols Snapshots and replication capabilities for high availability and disaster recovery Red Hat Ceph Storage BENEFITS Provides massive and linear scalability in on-premise or cloud environments Offers robust data protection with an optimal blend of price & performance Standard protocols allow access to broadcast content anywhere, on any device Cost-effective, high performance storage for on-demand rich media content
42 ACTIVE ARCHIVES Unstructured file data Open source, capacity-optimized archival storage on commodity hardware Red Hat Gluster Storage FEATURES Cache tiering to enable "temperature"-based storage Erasure coding to support archive and cold storage use cases Support for industry-standard file and object access protocols Unstructured object data Volume backups Red Hat Ceph Storage BENEFITS Store data based on its access frequency Store data on premise or in a public or hybrid cloud Achieve durability while reducing raw capacity requirements and limiting cost Deploy on industry-standard hardware
43 CEPH WITH RHEV Red Hat Enterprise Virtualization 3.6 RHEV Hypervisor RHEV Hypervisor RHEL Node CEPH BLOCK DEVICE (RBD) Red Hat Ceph Storage (RADOS) Copyright 2014 Red Hat, Inc. Private and Confidential RHEL Node
44 ARCHIVE/COLD STORAGE APPLICATION CACHE POOL (SSD, REPLICATED) BACKING POOL (ERASURE CODED) CEPH STORAGE CLUSTER Copyright 2014 Red Hat, Inc. Private and Confidential
45 RED HAT CEPH STORAGE ROADMAP OSD w/ssd optimization More robust rebalancing Improved repair process Local and pyramid erasure c. CORE Improved read IOPS Faster booting from clones BLOCK S3 object versioning Bucket sharing OBJECT v1.3.z (Q3/Q4 2015) Foreman/puppet installer CLI :: Calamari API parity Multi-user and multi-cluster MGMT v1.3 (June 2015) v2.0 and Beyond (2016) MGMT CORE LTTNG Tracepoints BLOCK Swift Storage Policies SELinux Puppet Modules (Tech Preview) Ceph Hammer SELinux OBJECT Performance Consistency Guided Repair New Backing Store (Tech Preview) MGMT OBJECT BLOCK CORE Ceph Hammer iscsi Mirroring NFS Active/Active multi-site New UI Alerts Ceph Jewel
46 DETAIL: RED HAT CEPH STORAGE 1.3 CORE OSD with SSD optimization Performance improvements for both read and write operations, especially applicable for configurations including all-flash cache tiers. CORE More robust rebalancing Improved rebalancing that prioritizes repair of degraded data over rebalancing of sub-optimally-placed data; optimized data placement and improved utilization reporting and management that delivers better distribution of data. CORE Local/pyramid erasure codes Inclusion of locally-stored parity bit (within a rack or data-center) that reduces network bandwidth required to repair degraded data. MGMT Foreman/puppet installer Support for deployment of new Ceph clusters using Foreman and provided Puppet modules. MGMT CLI :: Calamari API parity Improvements to the Calamari API and command-line interface that enable administrators to perform the same set of operations through each. MGMT These features were introduced in the most recent release of Red Hat Ceph Storage, and are now supported by Red Hat. Multi-user and multi-cluster Support in the calamari interface for multiple administrator accounts and multiple deployed clusters.
47 DETAIL: RED HAT CEPH STORAGE 1.3 BLOCK Improved read IOPS Introduction of allocation hints, which reduce file system fragmentation over time and ensure IOPS performance throughout the life of a block volume. BLOCK Faster booting from clones Addition of copy-on-read functionality to improve initial and subsequent write performance for cloned volumes. OBJECT S3 object versioning New versioning of objects that help users avoid unintended overwrites/ deletions and allow them to archive objects and retrieve previous versions. OBJECT Bucket sharding Sharding of buckets in the Ceph Object Gateway to improve metadata operations on those with a large number of objects. OBJECT These features were introduced in the most recent release of Red Hat Ceph Storage, and are now supported by Red Hat. New RGW implementation A new implementation of the Ceph Object Gateway that uses a Civetweb-based embedded web server to simplify installation and upgrades
48 DETAIL: RED HAT CEPH STORAGE TUFNELL CORE Performance Consistency More intelligent scrubbing policies and improved peering logic to reduce impact of common operations on overall cluster performance. CORE Guided Repair More information about objects will be provided to help administrators perform repair operations on corrupted data. CORE New Backing Store (Tech Preview) New backend for OSDs to provide performance benefits on existing and modern drives (SSD, K/V). MGMT New UI A new user interface with improved sorting and visibility of critical data. MGMT These projects are currently active in the Ceph development community. They may be available and supported by Red Hat once they reach the necessary level of maturity. Alerting Introduction of altering features that notify administrations of critical issues via or SMS.
49 DETAIL: RED HAT CEPH STORAGE TUFNELL BLOCK iscsi Introduction of a highly-available iscsi interface for the Ceph Block Device, allowing integration with legacy systems BLOCK Mirroring Capabilities for managing virtual block devices in multiple regions, maintaining consistency through automated mirroring of incremental changes OBJECT NFS Access to objects stored in the Ceph Object Gateway via standard Network File System (NFS) endpoints, providing storage for legacy systems and applications OBJECT These projects are currently active in the Ceph development community. They may be available and supported by Red Hat once they reach the necessary level of maturity. Active/Active Multi-Site Support for deployment of the Ceph Object Gateway across multiple sites in an active/active configuration (in addition to the currently-available active/passive configuration)
50 VISION: UNIFIED STORAGE MANAGER WEB CONSOLE API COMMAND LINE A browser interface designed for managing distributed storage A full API for automation and integration with outside systems A robust, scriptable command-line interface for expert operators PROVISION INSTALL CONFIGURE TUNE MONITOR Full lifecycle management for distributed, software-defined data services OBJECT STORE VIRTUAL BLOCK DEVICE Storage Cluster on commodity hardware DISTRIBUTED FILE SYSTEM
51 THE RED HAT STORAGE MISSION To offer a unified, open software-defined storage portfolio that delivers a range of data services for next generation workloads thereby accelerating the transition to modern IT infrastructures
52 RED HAT ARCHITECT PRAGUE, OCTOBER 2nd 2015 Thank you! Wojciech Furmankiewicz Senior Solution Architect Red Hat CEE [email protected]
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