SPECstorage™ Solution 2020_eda_blended Result: NetApp Inc.

NetApp Inc.	SPECstorage Solution 2020_eda_blended = 6300 Job_Sets
NetApp 8-node AFF A900 with FlexGroup	Overall Response Time = 1.39 msec

NetApp 8-node AFF A900 with FlexGroup
Tested by	NetApp Inc.
Hardware Available	December 2021
Software Available	May 2023
Date Tested	March 2023
License Number	33
Licensee Locations	Sunnyvale, CA USA

Designed and built for customers seeking a storage solution for the high demands of enterprise applications, the NetApp high-end flagship all-flash AFF A900 delivers unrivaled performance, superior resilience, and best-in-class data management across the hybrid cloud. With an end-to-end NVMe architecture supporting the latest NVMe SSDs, and both NVMe/FC and NVMe/TCP network protocols, It provides over 50% performance increase over its predecessor with ultra-low latency. Powered by ONTAP data management software, it supports non-disruptive scale-out to a cluster of 24 nodes.

ONTAP is designed for massive scaling in a single namespace to over 20PB with over 400 billion files while evenly spreading the performance across the cluster. This makes the AFF A900 a great system for engineering and design applications as well as DevOps. It is particularly well-suited for chip development and software builds that are typically high file-count environments with high data and meta-data traffic.

Solution Under Test Bill of Materials

Item No	Qty	Type	Vendor	Model/Name	Description
1	4	Storage System	NetApp	AFF A900 Flash System (HA Pair, Active-Active Dual Controller)	A single NetApp AFF A900 system is a chassis with 2 controllers. A set of 2 controllers comprises a High-Availability (HA) Pair. The words "controller" and "node" are used interchangeably in this document. One NS224 disk shelf is cabled to the AFF A900 controllers, with 24 SSDs per disk shelf. Each AFF A900 HA Pair includes 2048GB of ECC memory, 128GB of NVRAM, 20 PCIe expansion slots and a set of included I/O ports: * 4 x 40/100 GbE ports, in Slots numbered 4 and 8 in each controller, configured as 100 GbE, 1 port per card used for 100GbE data connectivity to clients. * 2 x 100 GbE ports, in Slot 2 of each controller, configured as 100GbE; each card has two paths cabled to the disk shelf. Included CoreBundle, Data Protection Bundle and Security and Compliance bundle which includes All Protocols, SnapRestore, SnapMirror, FlexClone, Autonomous Ransomware Protection, SnapCenter and SnapLock. Only the NFS protocol license is active in the test which is available in the Core Bundle.
2	16	Network Interface Card	NetApp	2-Port 100GbE RoCE QSFP28 X91153A	1 card in slot 4 and 1 card in slot 8 of each controller; 4 cards per HA pair; used for data and cluster connections.
3	8	Network Interface Card	NetApp	2-Port 100GbE RoCE QSFP28 X91153A	1 card in slot 2 of each controller; 2 cards per HA pair; directly attached to disk shelves (without use of a switch)
4	4	Disk Shelf	NetApp	NS224 (24-SSD Disk Shelf)	Disk shelf with capacity to hold up to 24 x 2.5" drives. 2 I/O modules per shelf, each with 2 ports for 100GbE controller connectivity.
5	96	Solid-State Drive	NetApp	1.92TB NVMe SSD X4016A	NVMe Solid-State Drives (NVMe SSDs) installed in NS224 disk shelf, 24 per shelf
6	8	Network Interface Card	Mellanox Technologies	ConnectX-5 MCX516A-CCAT	2-port 100 GbE NIC, one installed per client. lspci output: Mellanox Technologies MT27800 Family [ConnectX-5]
7	1	Switch	Cisco	Cisco Nexus 9336C-FX2	Used for Ethernet data connections between clients and storage systems. Only the ports used for this test are listed in this report. See the 'Transport Configuration - Physical' section for connectivity details.
8	1	Switch	Cisco	Cisco Nexus 9336C-FX2	Used for Ethernet connections of AFF A900 storage cluster network. Only the ports used for this test are listed in this report. See the 'Transport Configuration - Physical' section for connectivity details.
9	8	Fibre Channel Interface Card	Emulex	Quad Port 32 Gb FC X1135A	Located in Slot 3 of each controller; these cards were not used for this test. They were in place because this is a shared-infrastructure lab environment; no I/O was directed through these cards during this test.
10	8	Client	Lenovo	Lenovo ThinkSystem SR650 V2	Lenovo ThinkSystem SR650 V2 clients. System Board machine type is 7Z73CTO1WW, PCIe Riser part number R2SH13N01D7. Each client also contains 2 Intel Xeon Gold 6330 CPU @ 2.00GHz with 28 cores, 8 DDR4 3200MHz 128GB DIMMs, 240GB M.2 SATA SSD part number SSS7A23276, and a 240G M.2 SATA SSD part number SSDSCKJB240G7. All 8 clients are used to generate the workload, 1 is also used as Prime Client.

Configuration Diagrams

Component Software

Hardware Configuration and Tuning - Physical

Software Configuration and Tuning - Physical

Item No	Component	Type	Name and Version	Description
1	Linux	Operating System	RHEL 8.7 (Kernel 4.18.0-425.10.1.el8_7.x86_64)	Operating System (OS) for the 8 clients
2	ONTAP	Storage OS	R9.13.1X19	Storage Operating System
3	Data Switch	Operating System	9.3(3)	Cisco switch NX-OS (system software)

Clients
Parameter Name	Value	Description
rsize,wsize	262144	NFS mount options for data block size
protocol	tcp	NFS mount options for protocol
nfsvers	3	NFS mount options for NFS version
nofile	30720	Maximum number of open files per user
nproc	10240	Maximum number of processes per user
sunrpc.tcp_slot_table_entries	128	sets the number of (TCP) RPC entries to pre-allocate for in-flight RPC requests
net.core.wmem_max	16777216	Maximum socket send buffer size
net.core.wmem_default	1048576	Default setting in bytes of the socket send buffer
net.core.rmem_max	16777216	Maximum socket receive buffer size
net.core.rmem_default	1048576	Default setting in bytes of the socket receive buffer
net.ipv4.tcp_rmem	1048576 8388608 16777216	Minimum, default and maximum size of the TCP receive buffer
net.ipv4.tcp_wmem	1048576 8388608 16777216	Minimum, default and maximum size of the TCP send buffer
net.core.optmem_max	2048000	Maximum ancillary buffer size allowed per socket
net.core.somaxconn	65535	Maximum tcp backlog an application can request
net.ipv4.tcp_mem	4096 89600 4194304	Maximum memory in 4096-byte pages across all TCP applications. Contains minimum, pressure and maximum.
net.ipv4.tcp_window_scaling	1	Enables TCP window scaling
net.ipv4.tcp_timestamps	0	Turn off timestamps to reduce performance spikes related to timestamp generation
net.ipv4.tcp_no_metrics_save	1	Prevent TCP from caching connection metrics on closing connections
net.ipv4.route.flush	1	Flush the routing cache
net.ipv4.tcp_low_latency	1	Allows TCP to make decisions to prefer lower latency instead of maximizing network throughput
net.ipv4.ip_local_port_range	1024 65000	Defines the local port range that is used by TCP and UDP traffic to choose the local port.
net.ipv4.tcp_slow_start_after_idle	0	Congestion window will not be timed out after an idle period
net.core.netdev_max_backlog	300000	Sets maximum number of packets, queued on the input side, when the interface receives packets faster than kernel can process
net.ipv4.tcp_sack	0	Disable TCP selective acknowledgements
net.ipv4.tcp_dsack	0	Disable duplicate SACKs
net.ipv4.tcp_fack	0	Disable forward acknowledgement
dirty_expire_centisecs	30000	Defines when dirty data is old enough to be eligible for writeout by the kernel flusher threads. Unit is 100ths of a second.
dirty_writeback_centisecs	30000	Defines a time interval between periodic wake-ups of the kernel threads responsible for writing dirty data to hard-disk.

Software Configuration and Tuning Notes

Tuned the necessary client parameters as shown above, for communication between clients and storage controllers over Ethernet, to optimize data transfer and minimize overhead.

The second M.2 SSD in each client was configured as a dedicated swap space of 224GB.

Service SLA Notes

None

Storage and Filesystems

Item No	Description	Data Protection	Stable Storage	Qty
1	1.92TB NVMe SSDs used for data and storage operating system; used to build three RAID-DP RAID groups per storage controller node in the cluster	RAID-DP	Yes	96
2	1.92TB NVMe M.2 device, 1 per controller; used as boot media	none	Yes	8

Number of Filesystems	1
Total Capacity	120TB
Filesystem Type	NetApp FlexGroup

Filesystem Creation Notes

The single FlexGroup consumed all data volumes from all of the aggregates across all of the nodes.

Storage and Filesystem Notes

The storage configuration consisted of 4 AFF A900 HA pairs (8 controller nodes total). The two controllers in a HA pair are connected in a SFO (storage failover) configuration. Together, all 8 controllers (configured as an HA pair) comprise the tested AFF A900 HA cluster. Stated in the reverse, the tested AFF A900 HA cluster consists of 4 HA Pairs, each of which consists of 2 controllers (also referred to as nodes).

Each storage controller was connected to its own and partner's NVMe drives in a multi-path HA configuration.

All NVMe SSDs were in active use during the test (aside from 1 spare SSD per shelf). In addition to the factory configured RAID Group housing its root aggregate, each storage controller was configured with two 21+2 RAID-DP RAID Groups. There were 2 data aggregates on each node, each of which consumed one of the node's two 21+2 RAID-DP RAID Groups. This is (21+2 RAID-DP + 1 spare per shelf) x 4 shelves = 96 SSDs total. 8x volumes, holding benchmark data, were created within each aggregate. "Root aggregates" hold ONTAP operating system related files. Note that spare (unused) drive partitions are not included in the "storage and filesystems" table because they held no data during the benchmark execution.

A storage virtual machine or "SVM" was created on the cluster, spanning all storage controller nodes. Within the SVM, a single FlexGroup volume was created using the two data aggregates on each controller. A FlexGroup volume is a scale-out NAS single-namespace container that provides high performance along with automatic load distribution and scalability.

Transport Configuration - Physical

Item No	Transport Type	Number of Ports Used	Notes
1	100GbE	24	For the client-to-storage network, the AFF A900 Cluster used a total of 16x 100 GbE connections from storage to the switch, communicating via NFSv3 over TCP/IP to 8 clients, via 1x 100GbE connection to the switch for each client. MTU=9000 was used for data switch ports.
2	100GbE	16	The Cluster Interconnect network is connected via 100 GbE to a Cisco 9336C-FX2 switch, with 4 connections to each HA pair..

Transport Configuration Notes

Each AFF A900 HA Pair used 2x 100 GbE ports for data transport connectivity to clients (through a Cisco 9336C-FX2 switch), Item 1 above. Each of the clients driving workload used 1x 100GbE ports for data transport. All ports on the Item 1 network utilized MTU=9000. The Cluster Interconnect network, Item 2 above, also utilized MTU=9000. All interfaces associated with dataflow are visible to all other interfaces associated with dataflow.

Switches - Physical

Processing Elements - Physical

Memory - Physical

Stable Storage

Item No	Switch Name	Switch Type	Total Port Count	Used Port Count	Notes
1	Cisco Nexus 9336C-FX2	100GbE	36	24	8 client-side 100 GbE data connections, 1 port per client; 16 storage-side 100 GbE data connections, 2 per A900 node. Only the ports on the Cisco Nexus 9336C-FX2 used for the solution under test are included in the total port count.
2	Cisco Nexus 9336C-FX2	100GbE	36	16	2 ports per A900 node, for Cluster Interconnect.

Item No	Qty	Type	Location	Description	Processing Function
1	16	CPU	Storage Controller	2.20 GHz Intel Xeon Platinum 8352Y	NFS, TCP/IP, RAID and Storage Controller functions
2	16	CPU	Client	2.00 GHz Intel Xeon Gold 6330	NFS Client, Linux OS

Description	Size in GiB	Number of Instances	Nonvolatile	Total GiB
Main Memory for NetApp AFF A900 HA Pair	2048	4	V	8192
NVDIMM (NVRAM) Memory for NetApp AFF A900 HA pair	128	4	NV	512
Memory for each of 8 clients	1024	8	V	8192
Grand Total Memory Gibibytes	16896

The AFF A900 utilizes non-volatile battery-backed memory (NVRAM) for write caching. When a file-modifying operation is processed by the filesystem (WAFL) it is written to system memory and journaled into a non-volatile memory region backed by the NVRAM. This memory region is often referred to as the WAFL NVLog (non-volatile log). The NVLog is mirrored between nodes in an HA pair and protects the filesystem from any SPOF (single-point-of-failure) until the data is de-staged to disk via a WAFL consistency point (CP). In the event of an abrupt failure, data which was committed to the NVLog but has not yet reached its final destination (disk) is read back from the NVLog and subsequently written to disk via a CP.

Solution Under Test Configuration Notes

All clients accessed the FlexGroup from all the available network interfaces.

Unlike a general-purpose operating system, ONTAP does not provide mechanisms for non-administrative users to run third-party code. Due to this behavior, ONTAP is not affected by either the Spectre or Meltdown vulnerabilities. The same is true of all ONTAP variants including both ONTAP running on FAS/AFF hardware as well as virtualized ONTAP products such as ONTAP Select and ONTAP Cloud. In addition, FAS/AFF BIOS firmware does not provide a mechanism to run arbitrary code and thus is not susceptible to either the Spectre or Meltdown attacks. More information is available from https://security.netapp.com/advisory/ntap-20180104-0001/.

None of the components used to perform the test were patched with Spectre or Meltdown patches (CVE-2017-5754,CVE-2017-5753,CVE-2017-5715).

SPECstorage™ Solution 2020_eda_blended Result

Performance

Product and Test Information