hawaii tech day- ucs overview

UCS Overview

Scott HarrisConsulting Systems Engineer, [email protected]

2© 2013-2014 Cisco and/or its affiliates. All rights reserved.

Unified Computing: Inspired by Customer Needs

Help Me:

Industry in Transition

• Reduce complexity that drives

OPEX

• Get the most out of virtualization

• Automate and move faster

• Get ready for cloud

Cisco

UCS

Virtualization

Compute &

Flash

Acceleration

Network

and Storage

Access

Operational

SimplicityApplication

Centricity

Platform for

IT Innovation

Cisco’s UCS Strategy

• Deliver core set of product innovations built for data centers of today and future

• Partner with industry leaders to provide customers breadth of choice and investment protection

• Deliver solutions and validated designs that reduce complexity and time to deploy

SolutionsCisco Validated

Designs, Comprehensive

Testing

ChoicePowerful

Ecosystem of Industry Leaders

InnovationUCS DifferentiationAs the Foundation

Cisco UCS: Driving Business OutcomesProven value and over 55,000 customers world wide

“We’re able to offer leading-edge

solutions to our customers and

continue to expand our

business.”

Reduction in

Provisioning

Times

84%Reduction of

Management

Costs

61%Reduction of

Power and

Cooling Costs

54%Cabling

Reduction

77%World-record

Performance

Benchmarks

120

“Our Cisco Unified

Computing System decision

is a game-changer.”

Wes Wright

CIO, Seattle Children’s

Martin Breslin

Infrastructure Architect, SEI

“With Cisco UCS, we can

adapt much more quickly to

user demand.”

Mark Adams

VP Information Technology, HireRight

Source: Cisco UCS Changing the Economics of the Datacenter, Customer Case Studies, Cisco UCS Performance Benchmarks

#1Americas Revenue

Market Share in x86 Blades

Cisco Unified Computing System Momentum

Source: 1 IDC Worldwide Quarterly Server Tracker, 2016 Q3, Nov 2016, Vendor Revenue Share

Source: 2 As of Cisco Q2FY16 earnings results. Data Center Revenue is defined as Cisco UCS and Nexus 1000V

55,000+Customers

800 PBTotal Storage Deployed

>85%of Fortune 500

have invested in UCS

120+ World Record Performance

Benchmark

#1Integrated Infrastructure

(Cisco UCS, Nexus)

700+HyperFlex Customers

#2Global Revenue

Market Share in x86 Blades

UCS = Truly Modular Computing

UCS Fabric Interconnect / UCSM

• Single Point of Management and Connectivity

• Common policy definitions and Service Profiles

• Forward/Backward compatibility

• Independent upgrades for fabric and compute

• Continuous feature evolution via SW upgrades

Many Form Factors, One System

Fabric Centric Design and Centralized Management = Modularity at Portfolio Scale

Data Center LAN/SAN

B-Series

Blade

Servers

C-Series

Rack

Servers

S-Series

Storage

Servers

Server

Form

Factor

X

Server

Form

Factor

Y

Storage

Form

Factor

Z


UCS Management Reduced time to deploy new apps

Reallocate resources quickly and

efficiently

Reduced infrastructure

Cohesive resource pools

Unified Fabric

Compute With NO Compromise

Blade and Rack servers in a single UCS

managed domain

Physical and virtual workloads

Virtualized I/O Improved scalability and flexibility

Increased performance

Unified Computing Product InnovationInnovation to Improve Applications

XML APISTANDARD

APIs


Traditional Element Configuration

Subject matter experts

consumed by manual

configuration chores

Serial processes and

multiple touches inhibit

provisioning speed

Configuration drift and

maintenance challenges

FC fabric assignments

for HBAs

RAID settings

Disk scrub actions

Number of vHBAs

HBA WWN assignments

FC boot parameters

HBA firmware

Number of vNICs

PXE settings

NIC firmware

Advanced feature settings

VLAN assignments for NICs

VLAN tagging config for NICs

QoS settings

Border port assignment per vNIC

NIC transmit/receive rate limiting

Remote KVM IP settings

Call home behavior

Remote KVM firmware

Server UUID

Serial over LAN settings

Boot order

IPMI settings

BIOS scrub actions

BIOS firmware

BIOS settings

LAN SAN

NetworkSME

ServerSME

StorageSME

Compute, LAN, SAN Seamlessly Through Software


UCS Service ProfilesConfiguration Portability

SIM CardIdentity for a Phone

Service ProfileIdentity for a Server

UCS Service ProfileUnified Device Management

Network Policy

Storage Policy

Server Policy


UCS Management: Policy and Model-Driven

Application Profiles

Virtualization Policy

Network Policy

Storage Policy

Server Policy

1 Subject Matter Experts

Define Policies 5System Configures Hardware

Elements Automatically and

Eliminates Configuration Drift4 Model-Driven Framework

to Abstract Resources2 Policies Used to Create

Service Profile Templates

Storage SME

Network SME

ServerSME

3 Service Profile Templates

Create Service Profiles

Server Name UUID, MAC, WWN

Boot Information

LAN, SAN Config

Firmware Policy

Server Name UUID, MAC, WWN

Boot Information

LAN, SAN Config

Firmware Policy

Fabric Interconnect

UCS Manager

Creates Object Model

Defines Model and Platform

Cisco Confidential 11© 2013-2014 Cisco and/or its affiliates. All rights reserved.

Unified Management Blade and Rack Servers Managed a Cohesive Resource Pool

UCS Manager

C-Series Rack Optimized Servers

B-Series Blade Servers

Service Profile: HR_App1

VNIC1

MAC: 08:00:69:02:01:2E

HR_WEB_VLAN (ID=50)

VNIC2

MAC: 08:00:69:02:01:2F

HR_DB_VLAN (ID=210)

HBA 1 and 2

WWN:

5080020000075740

WWN:

5080020000075741

VSAN ID: 12

Boot Order: SAN

BIOS Settings:

Turbo On

HyperThreading On

UCS Service ProfileUnified Device Management

Network Policy

Storage Policy

Server Policy

UNIFIED MANAGEMENT

A SINGLE UNIFIED SYSTEM

FOR BLADE AND RACK

SERVERS

A Major Market Transformation in

Unified Server Management

Benefits of UCS Manager and

Service Profiles for Both Blade and

Rack-Optimized Servers

Add Capacity

Without Complexity


Competition UCS

Point of Management

Point of Control

Point of Management

Point of Control

Point of Management

Point of Control

Point of Management

Point of Control

Point of Management

Point of Control

Point of Management

Point of Control

Point of Management

Point of Control

Point of Management

Point of Control

Unified Control & enforcement of policiesMany management touch points


Fabric Interconnects 2

Intra Chassis Switches 0

Chassis Management Module 0

Total Management Points 1

Fabric Interconnects 0

Intra Chassis Switches 8

Chassis Management Module 8

Total Management Points 16

80 Blades: 10 x Cisco UCS 510864 Blades: 4 x HP c7000

Management

SwitchLAN

LANSAN A

SAN B

Management

SwitchLAN

SAN A

SAN B

LANManagement

Switch

Management

Switch

Simpler ArchitectureFewer management touch points


UCS Scalability8 UCS Blades

1 UCSM, 3 Management IP

16 UCS Blades1 UCSM, 3 Management IP



Add one Chassis

Add one Chassis

Add one Chassis

Up to 20 Chassis

(160 UCS blades)

Centralized Management Across

Domains, Infrastructure and Geographies

UCS CentralThe Ultimate Control Plane for Macro-Orchestration

Data Center 3

Cisco UCS Manager

ADFADFA

ADFADFA

ADFADFA

Data Center 1

Cisco UCS Manager

ADFADFA

ADFADFA

ADFADFA

Data Center 2

Cisco UCS Manager

ADFADFA

ADFADFA

ADFADFA

Unified control plane for all the

elements in the system

• Centralized logs for compute,

network and storage

• Single source of truth

accessible to tools via API

Centralizes global policies,

service profiles, inventory, ID

pools and templates for up to

10,000 servers


UCS Portfolio & Innovations

COMPREHENSIVE MANAGEMENT AND AUTOMATION

UCS CoreBlade and Rack

UCS FabricS3000 Storage

ServerUCS Mini HyperFlex

UCS Compute PortfolioPerformance Optimized for Bare Metal, Virtualized, and Cloud Applications

Cloud Scale

UCS C460 M4

Mission-Critical, 4-Socket

Server for Large, CPU-

Intensive Applications

UCS B420 M4

Enterprise Class, 4-

Socket Blade for Large,

Memory-Intensive Bare

Metal

and Virtualized

Applications

Rack

Bla

de

UCS B260 M4

Mission-Critical, 2-Socket

Blade for Large, CPU-

Intensive Bare Metal

and Virtualized Applications

UCS B460 M4

Mission-Critical, 4-

Socket Blade for Large,

CPU-Intensive Bare

Metal

and Virtualized

Applications

UCS C240 M4

Ideal Platform for Big Data, ERP,

and Database Applications

UCS B200 M4

Optimal Choice for VDI, Private

Cloud, or Dense Virtualization/

Consolidation Workloads

UCS C220 M4

Versatile, General Purpose Enterprise

Infrastructure, and Application Server

UCS C3000 Series

Ideal Capacity-Optimized

Platform for Large Object

Storage at Scale

Intensive/Mission CriticalEnterprise

Performance


UCS B200 M4 Blade Server

An uncompromised combination of CPU, Memory, IO, and expansion

capabilities in a modular blade form-factor

24 DDR4 DIMM Slots

Up to 2400 MHz speeds

Up to 80GbE of I/O

One PCIe 3.0 mezzanine slot

Cisco FlexStorage

Controller / Cache / Media Options

Modular LOM

(mLOM)

3rd Generation VIC

• Designed for a wide range of workloads from

web infrastructure to distributed database.

• World-record performance

• Provides enterprise-level capabilities without configuration

constraints

UCS B200 M4 Density-Optimized

Enterprise –Class,

Blade Server

Two Intel® Xeon®

E5-2600 v4 family

processors


UCS B420 M4 Blade Server

A density-conscious quad-socket blend of CPU, Memory, Storage, IO

and expansion capabilities in a full blade form-factor

48 DDR4 DIMM Slots


Up to 160GbE of I/O

Three PCIe 3.0 mezzanine slot

Cisco FlexStorage

Controller / Cache / Media Options

Modular LOM

(mLOM)

3rd Generation VIC

• Designed for a wide range of enterprise workloads including

virtualization and bare metal applications

• Provides enterprise-level capabilities and features

• Ultimate 4-socket density-optimized enterprise blade platform

Four Intel® Xeon®

E5-4600 v4 family

processors

UCS B420 M4 Density-Optimized

Enterprise –Class,

Blade Server


Cisco UCS C220 M4 Rack Server

A modular blend of CPU, Memory, Storage,

IO and expansion capabilities in a dense 1RU form-factor

24 DDR4 DIMM Slots


Modular LOM (mLOM)

VIC or CNA Options

Two PCIe 3.0 Slots

One PCIe slot “VIC-Optimized”

Security Bezel

Optional

Direct Attached

Storage

Up to 8 SFF or 4 LFF drives

• Designed for a wide range of enterprise workloads

including virtualization and bare metal applications

• Ultimate density-optimized, modular general

compute platform with enterprise-level capabilities

and features

• Standalone or UCS-managed operationsUCS C220 M4 Density-Optimized

Enterprise Rack Server

Two Intel® Xeon®

E5-2600 family processors



A modular blend of CPU, Memory, Storage, IO and expansion

capabilities in a 2RU form-factor

24 DDR4 DIMM Slots


Modular LOM (mLOM)

VIC or CNA Options

Six PCIe 3.0 Slots

Four Full / Full - Four NCSI

Security

Bezel

Optional

Direct Attached Storage

Up to 24 SFF or 12 LFF

+2 SFF boot drives

• Designed for a wide range of enterprise workloads

including virtualization, big data, and bare metal applications

• Ultimate configurable, modular general compute platform with

enterprise-level capabilities and features

• Standalone or UCS-managed operations

UCS C240 M4 Storage and IO-Optimized Enterprise Rack Server

Two Intel® Xeon®

E5-2600 family processors



A “No-Compromise” balance of CPU, Memory, Storage, IO and

expansion capabilities in a 4U form-factor

96 DDR4 DIMM Slots


Ten PCIe 3.0 Slots

Two Full / Full

Security Bezel

Optional

12 Drive Bays

Two PCIe-capable

• Designed for the most demanding server workloads such as

in-memory database, EDA and CPU / GPU rendering

• Stand-alone or UCS-managed operations

• Provides mission-critical RAS features

• Ultimate scale-up platform UCS C460 M4 Performance-Optimized

Enterprise Rack Server

Four Intel® Xeon®

E7 v4 family processors


UCS Fabric Interconnect Portfolio

UCS 6296 & 6248

UCS 6120 & 6140

UCS 6300UCS 6324 (Mini)

SHIPPING EOL

10GbE 40GbE

Sustaining


Enabling a high-performance, low-latency & lossless fabric

UCS 3rd Gen FI & IOM OverviewFI 6300 Series and IOM 2304

High-density 40GbE ports• FI 6300 series & IOM 2304 coupled with B-Series & C-Series

enables an end-to-end 40GbE solution

• FI 6300 series coupled with Cisco MDS 40G FCoE enables an

end-to-end 40GbE FCoE solution

High speed Fibre Channel 16G FC ports• Provides high performance SAN (4/8/16G FC) connectivity for

blades & rack servers


UCS MiniB200 M3/M4 Blade Server

B420 M3 Blade Server

C240 M3/M4 Rack Server

UCS Manager 3.0

C220 M3/M4 Rack Server

6324 Fabric Interconnects

Enterprise Capability at Edge Scale

Connect up to 7 C-Series rack servers for expanded capacity

New architectural entry point for

Unified Computing

UCS in an All-in-One package:

• Compute

• Networking

• UCS Management

• Unified Computing in 6U

• Chassis-Integrated Fabric

Interconnects

• Standard UCS Blades / Fans

/ Power Supplies

UCS Mini

Integrated Infrastructure Market Share

(Q2 2016 vendor revenue)

Source: IDC Worldwide Integrated Infrastructure & Platforms Tracker Q2 2016 Vendor Revenue

UCS: Foundation for Integrated InfrastructureCisco is #1 and a Partner in ~60% of All Integrated Infrastructure Solutions

More customers deploy Integrated Systems based

on Cisco UCS Integrated Infrastructure than any

other vendor

10,000+ Customers

100+ Validated ArchitecturesDell

4.4%

Cisco/Netapp + VCE60.0%

EMC/Other9.4%

Hitachi2.5%

HP17.9%

Lenovo2.6%

Others3.2%

Cisco

UCS

60.0%

Cisco UCS Converged StacksOffering Choice & Flexibility – Market Differentiator

FLEXPOD SmartStack VersaStack VBLOCK

Cisco UCS Cisco Nexus

Cisco UCS Integrated

Infrastructure

FlashStack

Policy-Driven Provisioning

Virtual

Infrastructures

SAP

HANA

Mission Critical

Enterprise

Applications

Desktop

Virtualization

Hybrid Cloud

Automation

Flash

Technology

Backup

Replication

Archiving

Remote/Branch

Offices

Clustered

Databases

General

Use Cases

Use Cases

More data than ever

…and its getting warmer

Video

Storage

Video

Analytics

Electronic

Medical Records

Diagnostic

Imaging

Warehoused

Data

Streaming

Analytics

Sensor

Data collection

Machine

Learning

Introducing Cisco UCS S-Series

Any Performance(right-sized for any workload)

Any Capacity(scale to Petabytes in minutes)

Any Storage(Disk, SSD or NVMe)

Any Connectivity(Unified I/O for all storage)

S-Series Storage Server

Cisco UCS S3260 System OverviewDrives

4 Rows of Hot-Swappable HDD

4TB/6TB/8TB/10TB with up to 2 Rows

of 400GB/800GB/1.6TB/3.2TB SSD

Total Top Load: 56 drives

FAN8 Hot-Pluggable

Fans

Server NodeUp to (2) Based on Intel V4 CPUs, LSI

12G RAID, Up to 512GB DDR4 RAM

(1024GB Post-FCS), and NVMe

Optional Second NodeServer Node or Drive Expansion

or PCIe Expansion

Up to (4) 120GB/480GB/1.6TB SSDsHW RAID, Hot-Plug, OS/Boot

System I/O Controller (SIOC)Up to (2) Cisco VIC 1300 on Chip

Power Supply4 Hot-Pluggable PSUs

*Shown with Single Server Node

and IO Expander

Versatility for All Data-Intensive Applications

Video Analysis

• Facial recognition

• Retail traffic analysis

• Roadway monitoring

Dual Server Nodes

72 CPU Cores

Compute Intensive

Bulk Object Storage

• Online check deposit

images

• Medical imaging

• Sensor data

600 Terabytes Raw Storage

1G or 4G RAID Cache

Capacity Play

Business Analytics

• Recommendation engines

• Fraud detection

• Network security

1.6TB NVMe

2 x Fusion ioMemory3 PX

90 TB SSD Flash

Cache Optimized

Data Protection

• Consolidated backup target

• Multi-site replication

• De-staging to cold storage

160 GB Aggregate VIC I/O

8 and 16GB Fiber Channel PCIe

I/O Intensive

S3260 Storage Server Use Cases

Object Storage = Scale-Out Storage = Software Defined StorageAccess Storage in various ways

FileSMB, NFS

BlockiSCSI

ObjectS3, REST, etc.

BlockAPI

ObjectAPI

SDS is more than Scale-Out CapacityVarious Use Cases

Use Case: MySQL, Analytics,

Big Data, Virtualization

IOPS

OPTIMIZED

NVMe SSD in SLED chassis

High IOPS / GB

Smaller, random IO

Read / write mix

Use Case: Rich Media, VoD,

IoT, Video Surveillance

THROUGHPUT

OPTIMIZED

SSD, HDD in standard / dense

chassis

High MB/s throughput

Large, sequential IO

Read / write mix

Use Case: Active Archives,

Backup

COST/ CAPACITY

OPTIMIZED

HDD in dense / ultra-dense chassis

Low cost / GB

Sequential IO

Write mostly

Ceph Ceph, IBM, ScalityCeph, IBM, Scality,

SwiftStack

• Distributed enterprise storage platform

• Proven for large-scale, modern workloads

• Open, massively-scalable, software-defined

• Flexible, scale-out architecture on clustered commodity hardware

• Efficient, unified storage platform (object, block, file)

• Integrated, easy-to-use management console

Red Hat Ceph Storage

Compute Resources

Storage Resources

Shared Local Resources Designed for large object stores, high capacities and all Ceph

workloads

Full-Featured Modular Two-Socket Xeon Server

Stand-alone CIMC, IMC Supervisor and UCS Managed

Massive Local Storage

Up to 600TB of dense storage in a compact 4U Form Factor that fits in a standard rack

Network Resources

High I/O Bandwidth

Up to 4x 40GbE Powered by Cisco VIC

The Power of UCS S3260 for Red Hat Ceph

Cisco HyperFlexIntroduction

© 2017 Cisco and/or its affiliates. All rights reserved. Cisco Public 39

What is Hyperconvergence?

• Converged Infrastructure offering utilizingSoftware Defined Storage

• Tight integration of x86 servers for computeand storage, networking and virtualization inall-in-one appliance

• Integration of hypervisors and physical infrastructure

• Simple Scale one unit/appliance at a time

• Simple deployment measured in hours

• Centralized management, intuitive UI

• Storage presentation via a distributed filesystem or object store

Controller

VMVM VM VM

Hypervisor

Local Physical Storage

Controller

VMVM VM VM

Hypervisor


Controller

VMVM VM VM

Hypervisor


Primary HyperFlex Use Cases

• Agile provisioning

• Frequentiterations

• Instant cloning and snapshots

Test and Development

• Low upfront costs

• Consistentperformance

• Predictable scaling

Virtual DesktopInfrastructure

• Reduce operational complexity

• Adaptive scaling

• Always-on resiliency

ServerVirtualization

• Simple deployment

• Centralizedmanagement

• No “fly-and-fix” missions

Large Remote Branch Office

Future Ready

Designed for Containers

and Next Gen

Applications

Distributed

object-based file system

architected for scale-out,

distributed storage

Advanced Data Services

Built into file system

architecture

The Cisco HX Data Platform

HX Log Structured File System Designed Specifically for Hyperconvergence

Hyperconverged Scale Out and Distributed File System

CONTROLLERVMHYPERVISOR

VM VM VM

HYPERCONVERGED DATA PLATFORMHYPERCONVERGED DATA PLATFORMHYPERCONVERGED DATA PLATFORM

Start with As Few As

Three Nodes

Hyperconverged Data Platform

Installs in Minutes

Add Servers, One or More

at a Time

Network Fabric Policy Configures

QoS Settings

Distribute and Rebalance Data Across Servers Automatically

Retire Older Servers

HYPERCONVERGED DATA PLATFORM


VM VM VM


VM VM VM


VM VM VM


VM VM VM

Dynamic Data Distribution

• HX Data Platform stripes data across all nodes simultaneously, leveraging cache across all SSDs for fast writes

• Balanced space utilization: no data migration required following a VM migration

Systems built on conventional file

systems write locally, then replicate,

creating performance hotspots

CONTROLLERHYPERVISOR CONTROLLERHYPERVISOR CONTROLLERHYPERVISOR

VM VMVM VM VMVM VM VMVM

HX Data Platform

VM VMVM

CONTROLLERHYPERVISOR CONTROLLER

HYPERVISOR

Capacity and Network Utilization

HYPERVISOR HYPERVISOR

VM VM

1 2 3

VM

DATASTORE

CONTROLLER CONTROLLER CONTROLLER

Balanced Space UtilizationNo Data Migration on VM Migration

Less Stress on Network

• HX balances space utilization: no data migration required following a VM migration

Continuous Data Optimization

BEFORE

Inline Deduplication

20–30% space savings

Inline Compression

30–50% space savings

No Special Hardware

No Performance Impact

No Config lock-in

No Additional License

Log-Structured File System Yields More Efficient Data Optimization

Lower Cost

Next Generation Data Platform Benefits

Adaptive Infrastructure

Predictable, Pay-as-You-Grow Efficiency

Integrates with existing CI

Enables On-Premise, Cloud and Hybrid

Dynamic Data Distribution

Highly Available/Self-Healing

Balanced Space Utilization

Greater Performance

Integrated Management

Integrated into vCenter

Robust Reporting and Analytics

UCS Director Orchestration/Automation

Enterprise Storage Features

Pointer-Based Snapshot/Clones

Inline dedupe and compression

Call Home and Onsite 24x7 Support Available

Single Button Non-Disruptive Rolling Upgrades

Cisco HyperFlex Configurations

HX240c Cluster

Capacity-heavy 3–8 Node Cluster

(VSI: IT/Biz Apps, Test/Dev)

Per-Node1x1.6TB Cache SSD

up to 23x1.2TB HDDs

SD Card/120GB Back SSD

(Boot/Housekeeping)

GPU support

HX220c Cluster

Smallest Footprint 3–8

Node Cluster (VDI, ROBO)

Per-Node1x480 GB Cache SSD

6x1.2TB HDDs

SD Card/120GB SSD

(Boot/Housekeeping)

Hybrid Clusters

Compute-heavy Hybrid

(Compute Bound Apps/VDI)

Up to 8 Compute Nodes

Blade or RackB200 M4, C220 M4 or C240 M4 (Supported)

Local Disk, SD Card or SAN Boot

3-8 Node HX220 or HX240 Cluster

4

1

5

2

6

3

7 8 UCSC220 M4

Intel

Inside

XEON

Console!

C220 M4

!

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UCSC240 M4

Con

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C240 M4

B200 M46TB – 16TB 6TB – 61TB

Cisco HyperFlex All Flash Configurations HXAF240c Cluster

Capacity-heavy 3–8 Node Cluster

(VSI/VDI, Database, Test/Dev)

Per-Node1x800 GB WL Cache SSD

up to 6-10x960/3.8TB SSDs

SD Card/120GB Back SSD

(Boot/Housekeeping)

GPU support

HXAF220c Cluster

Smallest Footprint 3–8

Node Cluster (VDI, ROBO)

Per-Node1x800 GB WL Cache SSD

6x960/3.8TB SSDs

SD Card/120GB SSD

(Boot/Housekeeping)

Hybrid Clusters

Compute-heavy Hybrid

(Compute Bound Apps/VDI)

Up to 8 Compute Nodes

Blade or RackB200 M4, C220 M4 or C240 M4 (Supported)

Local Disk, SD Card or SAN Boot

3-8 Node HXAF220 or HXAF240 Cluster

4

1

5

2

6

3

7 8 UCSC220 M4

Intel

Inside

XEON

Console!

C220 M4

!

Intel

Inside

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UCSC240 M4

Con

sole

UC

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1 6 12 18 24

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30

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!

C240 M4

B200 M4

4TB – 51TB 4TB – 85TB

Thank you.