SlideShare una empresa de Scribd logo
1 de 8
Descargar para leer sin conexión
Solution overview
Dell EMC Ready Solutions
for Big Data
Self-service analytics at a lower cost, delivered
with simpler deployment and support
Table of Contents
Surviving the big data boom.  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  . 2
Self-service analytics.  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  . 2
Lower costs.  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  . 3
Simpler deployment, simpler support.  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  3
Are you facing any of these challenges?.  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  3
How will you use Dell EMC Ready Solutions for Big Data?.  .  .  .  .  .  .  .  .  .  .  .  . 5
Dell EMC Ready Solutions for Big Data Specifications .  .  .  .  .  .  .  .  .  .  .  .  .  .  5
Dell EMC Ready Solutions for Big Data configuration details.  .  .  .  .  .  .  .  .  . 5
Enabling technologies.  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  6
Services and financing.  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  . 6
Dell EMC consulting, education, deployment and support.  .  .  .  .  .  .  .  .  .  .  6
Dell Financial Services.  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  7
Why Dell EMC?.  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  .  8
2
Solution overview
Surviving the big data boom
It has taken years, but big data analytics has evolved from the latest IT buzzword into a
core part of the enterprise. While the term “big data” has been around for quite some time,
the big data market is still booming with hundreds of competing technologies in every
stage of the data pipeline. Organizations are starting to realize that big data success is not
about implementing one application or one piece of technology, but instead requires an
optimized technology stack that allows them to get more performance and flexibility out of
IT investments, and to scale more quickly and cost-effectively as business needs grow.
At the same time, the perception that we can “throw everything in the public cloud”
because it’s cheaper and easier requires a reality check. When it comes to handling big
data, the public cloud is often more expensive and slower than on-premises private cloud
solutions, and some organizations are more worried than ever about maintaining security
and compliance. You can survive the big data boom with a big data as a service (BDaaS)
solution that provides the self-service, economics and simplicity of public cloud with the
on-premises security and compliance organizations demand.
Dell EMC has worked closely with customers and partners to create an elastic and
multi-tenant architecture that provides self-service access to a variety of big data
analytics and data science workloads — such as Hadoop, Apache Spark®
, machine
learning and more — at the same time, on the same infrastructure without sacrificing
performance.1
At less than half the cost of public cloud,2
Dell EMC Ready Solutions for
Big Data come with all the software, hardware and services needed for IT to provide on-
premises BDaaS so your team can save up to 12 months time spent standing up new big
data analytics systems.3
Self-service analytics
Speed is a key element of success. Data scientists, analysts and developers require
on-demand access to real-time analytics to support business needs. Siloed legacy
resources can’t deliver the same on-demand access as public cloud providers, but the
public cloud has trade-offs, too. On-premises infrastructure integration and deployment
for big data analytics applications can be complex and can take months.
Dell EMC Ready Solutions for Big Data give data analysts on-demand access to
infrastructure resources and analytics tools — such as Hadoop, Spark, NoSQL, Apache
Cassandra®
, Apache Kafka®
and others — in minutes.4
This enables IT to provide self-
service data analytics with the performance, compliance and security of an optimized
on-premises solution. Data teams can quickly and easily provision their own resources, run
jobs using their choice of tools, and even run multiple analytics workloads simultaneously
thanks to multi-tenancy enabled by policy-based automation and management. Lines of
business can create and execute their own use cases from a single pool of resources with
the responsiveness required by modern big data analytics applications.
1
“Bare-metal performance for Big Data
workloads on Docker* containers,”
BlueData | Intel, January 2017.
2
Based on Dell EMC internal analysis, August
2018. Estimated savings calculated over
3 years comparing Amazon Web Services
Calculator estimates vs. Dell EMC current
U.S. price. Savings in U.S. Dollars. Actual
results will vary. AD# G18000218
3
“The Total Economic Impact of Dell EMC
Ready Solutions Hadoop,” commissioned by
Dell EMC | Intel, May 2018.
4
“Access to instant, personal clusters,”
BlueData, August 2018.
33
Solution overview
Lower costs
When it comes to containing costs for big data analytics, customers are caught between
legacy IT that requires increasing resources to maintain, and paying skyrocketing monthly
fees to a public cloud services provider. Dell EMC Ready Solutions for Big Data help reduce
cost by providing an automated, self-service portal built on a bedrock of industry-leading
Dell EMC infrastructure.
Because Dell EMC has optimized and integrated the solution stack, you can reduce
stand-up time from months to weeks. The savings continue past deployment, with reduced
management complexity and no unpredictable, recurring monthly charges. The ability
to scale compute and storage resources independently, as well as run multiple analytics
instances on the same infrastructure helps eliminate costly cluster sprawl and maximize
utilization rates while reducing cost. BlueData®
reports that you can save up to 75%
compared to bare-metal deployments while increasing server utilization by up to 350%.5
Simpler deployment, simpler support
Reliability and operational simplicity are critical to supporting any enterprise IT
environment. Dell EMC Ready Solutions for Big Data include everything you need to
provide BDaaS, including the software, hardware and Accelerator services, so you can
spend more time on strategic projects. How much time? Customers report that if they
tried to implement on their own, it would have taken up to 12 months longer to hire the
expertise, figure out the correct configurations, and deploy a solution.3
BlueData EPIC™ (Elastic Private Instant Clusters) software enables you to spin up
or down containerized environments for analytics and machine learning in minutes.6
The software provides a simple and easy way to provide self-service provisioning,
policy-based automation, and push-button upgrades. And with Dell EMC ProSupport Plus,
a dedicated technology service manager serves as a single-point-of-contact for the entire
solution.
Are you facing any of these challenges?
“We cannot stand up data analytics environments fast enough to meet demand.”
Every leader and every department wants metrics. Data architects, analysts and scientists
all have preferences for specific data analytics applications, yet the applications often
have different requirements. And it takes time to architect, procure and deploy the right
infrastructure. By the time it's operational, teams often want to try something different.
“It's expensive to set up new data analytics clusters.”
Every leader and every department wants metrics. Data architects, analysts and scientists
all have preferences for specific data analytics applications, yet the applications often
have different requirements. And it takes time to architect, procure and deploy the right
infrastructure. By the time it's operational, teams often want to try something different.
“Multiple data analytics environments continue to create more complexity.”
The big data boom, coupled with opportunities for insight and automation, means groups
will continue to request different data analytics environments. Before you know it, you
have different implementations with multiple versions of Hadoop, NoSQL, Kafka and
Self-service
analytics
Lower costs
Simpler deployment,
simpler support
5
“Streamlined operations,” BlueData,
August 2018.
6
“Self-service. On-demand,” BlueData,
August 2018.
44
Solution overview
Spark. Those same teams also want to experiment with AI and machine learning. It’s
unsustainable, time-intensive, and complex to manage and maintain each and every
implementation while the queue for new projects continues to grow.
How will you use Dell EMC Ready Solutions for Big Data?
Dell EMC Ready Solutions for Big Data enables the following use cases:
•	 Consolidation of multiple data analytics deployments — Multiple data analytics
environments can be difficult and costly to scale while the demand for analytics grows.
•	 Create an on-demand consumption model for big data infrastructure and
applications — Allow data teams to quickly and easily create big data environments
while simplifying IT resource management.
•	 Enable self-service job creation — Data scientists and analysts can run a variety of
jobs against their data.
•	 Leverage the right big data tools for every job — Dell EMC Ready Solutions
for Big Data enable data teams to use their favorite tools for big data analytics. It
supports Cloudera®
Hadoop, Hortonworks®
Hadoop, Spark, Cassandra, Kafka, MapR®
,
TensorFlow™, and custom images for other services. It’s even possible to create multiple
environments using different Hadoop distributions, as well as set-up different versions of
the same distribution on the same infrastructure.
Dell EMC Ready Solutions for Big Data Specifications
Dell EMC Ready Solutions for Big Data create BDaaS with BlueData EPIC software running
on Red Hat®
Enterprise Linux®
(RHEL). This solution includes one administrator compute
node, two gateway compute nodes, three controller compute nodes and seven worker
compute nodes. The worker nodes can be focused on density or GPU acceleration. There’s
one management switch in each rack and one top-of-rack switch that can support 36
servers across three racks.
Dell EMC Accelerator services include software installation, configuration and customized
images, knowledge transfer, assistance with planning, and execution. Dell EMC ProDeploy
Plus provides deployment and integration into your environment with a single point of
contact for localized project management and a more personalized deployment experience
through a technology service manager. Dell EMC ProSupport Plus is recommended for a
single-point-of-contact support experience.
5
Solution overview
Dell EMC Ready Solutions for Big Data configuration details
1x administrator node 2x gateway nodes
Server PowerEdge R640
Chassis 4x 3.5 hard drive slots and 3 PCIe slots
Processor Intel®
Xeon®
Silver 4110
Memory
(RAM)
32GB (2x 16GB 2667 MT/s)
Internal
storage
2x 4TB, 7.2K RPM SATA 6Gbps RAID 1
Network
daughter
card
Intel X520 DP 10Gb DA/SFP+,
+ 1350 DP 1Gb Ethernet
Mellanox®
ConnectX®
-4 Lx Dual
Port 25GbE DA/SFP
Power
Supply
Dual, redundant, hot-plug 750W
3x controller nodes and 7x worker nodes — High density
or GPU accelerated
Controller node and
worker node — High density
Worker node — GPU
accelerated
Server PowerEdge R740xd
Chassis Up to 12x 3.5 HDD, 4x 3.5 HDD
on mid-plane and 4x 2.5 HDDs on
Flex Bay
Up to 24x 2.5 HDD
Processor Dual Intel Xeon Gold 6140 Dual Intel Xeon Gold 6136
RAM 384GB (12x 3GB 2667 MT/s) minimum
GPU 2x NVIDIA®
Tesla®
V100 GPUs
Internal
storage
16x 4TB 7.2K RPM SATA 6Gbps
512n 3.5 hot-plug HDD
2x 600GB 10K RPM SAS 12Gbps
512n 2.5 flex bay HDD
24x 2TB 7.2K RPM NLSAS 12Gbps
512n 2.5 hot-plug HDD
Network
daughter
card
Mellanox ConnectX-4 Lx dual port 25GbE DA/SFP rNDC
Power
Supply
Dual, hot-plug, redundant power supply (1+1), 1100W
Networking
(TOR)
1x Dell EMC Networking S5048F-ON 25GbE for 36 servers across
3 racks
Management
switch
1x Dell EMC Networking S3048-ON 25GbE in each rack
Software BlueData EPIC
OpenManage Enterprise
Red Hat Enterprise Linux
5 custom images, Cloudera
Hadoop, Hortonworks Hadoop,
Cassandra NoSQL, Spark,
in-memory GPU
Services Big Data as a Service Accelerator (6 weeks)
ProDeploy Plus
ProSupport
6
Solution overview
Enabling technologies
•	 BlueData EPIC software uses the power of containers to make it easier, faster and more
cost-effective to deploy big data infrastructure and applications — including Hadoop,
Spark, Kafka, Cassandra, and more, along with the data and analytical tools that data
scientists need — in minutes rather than months.
•	 Dell EMC OpenManage Enterprise enables unified lifecycle management including end-
to-end infrastructure monitoring for Dell EMC servers, storage, networking and third-
party hardware.
•	 Red Hat Enterprise Linux powers business applications with the control, confidence, and
freedom that come from a consistent foundation across hybrid cloud deployments.
•	 Dell EMC PowerEdge R640 Server offers the ideal balance of density and scalability in
a 1U, 2 socket solution built on a scalable system architecture, and provides the choice
and flexibility to easily meet performance demands.
•	 Dell EMC PowerEdge R740xd Server provides scalable storage performance and data
set processing in a 2U, 2 socket server with the scalability and performance to adapt to
a variety of applications.
•	 NVIDIA Tesla V100 GPU accelerators offer the performance of 100 CPUs in a single
GPU — enabling data scientists, researchers and engineers to tackle challenges that
were once impossible.
•	 The Dell EMC Networking S5048F-ON multi-rate 25GbE ToR data center switch
supports 48 ports of 25GbE and 6 ports of 100GbE or 72 ports of 25GbE and ONIE for
zero-touch installation of alternate network operating systems.
•	 Dell EMC Networking S3048‑ON switch features 48x 1GbE and 4x 10GbE ports, a dense
1U design and up to 260Gbps performance.
Services and financing
Dell EMC’s portfolio of services helps customers drive the rapid adoption and optimization
of their big data environments.
Dell EMC Consulting provides big data and AI services from strategy to implementation
and beyond. The team focuses on bridging the people, processes and technology needed
to achieve the desired business outcomes. For Dell EMC Ready Solutions for Big Data,
seasoned consultants manage the implementation including solution scoping, setup and
configuration, integration with existing infrastructure, and knowledge transfer. Additionally,
Dell EMC Consulting can help develop a roadmap to achieve your desired future state.
Additional consulting services available for Dell EMC big data solutions include:
•	 Dell EMC Elastic Data Platform incorporates additional functionality into Ready
Solutions for Big Data and extends the implementation to include integration with
service ticketing systems (e.g., ServiceNow), automated workflows to fully enable
self-service, role-based access control, and advanced data management capabilities to
provide enterprise-scale Big Data as a Service.
•	 Data engineering and data science expertise to help your organization accelerate your
Big Data and analytics projects. Dell EMC expert consultants will partner with your team
to both perform the engineering and analytics work and enable your team to become
experts throughout the project.
•	 The Dell EMC Big Data Vision Workshop focuses on Hadoop for business leaders. We
have a unique method to identify and prioritize big data use cases with a combination
of implementation feasibility and business value. A three-week engagement applies
research, interviews, data science expertise and techniques to the organization,
culminating in a one-day workshop to identify and agree on the analytics use case and
path forward.
7
Solution overview
•	 Dell EMC Hadoop Advisory and Implementation Services help get business value
out of data analytics using Hadoop and help determine where Hadoop is a good fit
for the organization. The services include data analytics assessments, architecture
recommendations, data infrastructure optimization, and production implementation. The
team also helps build internal customer Hadoop expertise through knowledge transfer at
each step.
•	 Dell EMC Hadoop Accelerator offers best practice guidance, hands on labs, roadmap
planning and knowledge transfer on Hadoop installations to get from install to
productivity with the skills and knowledge needed to gain the greatest value from big
data solutions.
•	 Dell EMC Hadoop Health Check reviews customers’ current data technologies and
processes, and makes recommendations for tools, testing and operational practices.
Dell EMC ProDeploy Plus provides the local, personalized skill and scale needed to
successfully execute demanding big data deployments in today’s complex IT environments
from beginning to end. For Dell EMC Ready Solutions, the team deploys the racked
configuration in the data center, including network cabling, operating system, firmware
and hypervisor.
Dell EMC ProSupport provides comprehensive hardware and collaborative software
support to help ensure optimal system performance and minimize downtime. ProSupport
also includes next‑business‑day on‑site service with four‑ and eight‑hour parts and labor
response options, and escalation management with customer‑defined severity levels. You
can also opt for ProSupport Plus to get a technology service manager who provides a
single point of contact for support.
Dell EMC Education Services offer courses and certifications on data science and
advanced analytics and workshops on deep learning in collaboration with NVIDIA to
develop the solution and technology skills needed to fully leverage your AI capabilities.
Comprehensive training and validation on Dell EMC solution components such as Isilon,
PowerEdge and more are also available.
Dell Financial Services
A wealth of leasing and financing options from Dell Financial Services can help customers
find opportunities when the organization faces decisions regarding capital expenditures,
operating expenditures and cash flow.
•	 Leasing and financing solutions are available throughout the U.S., Canada and Europe.
•	 Dell Financial Services can finance technology solutions.
•	 Electronic quoting and online contracts offer an efficient purchase experience.
“Many of our customers have
seen the benefits of running
their machine learning and deep
learning applications on the
BlueData platform, and we’ve
seen overwhelming demand from
other enterprises looking to do the
same. This new solution provides
their data science teams with
on-demand access to multi-node
sandbox environments for exploring
AI and ML use cases, without
all the operational overhead and
deployment complexity.”
— Kumar Sreekanti, co-founder
and CEO of BlueData7
Learn more about
BlueData customers:
bluedata.com/customers
7
BlueData, “BlueData Offers New Turnkey
Solution for AI and Machine Learning,”
May 2018.
Solution overview
Contact us
To learn more, visit dellemc.com/bdaas,
dellemc.com/analytics or contact
your local representative or
authorized reseller.
8
IDC WW Quarterly Converged Systems
Tracker, June 2018.
9
IDC WW Quarterly Enterprise Storage
Systems Tracker, June 2018.
10
IDC WW Quarterly Cloud IT Infrastructure
Tracker, June 2018.
11
Gartner.com, “Gartner Magic Quadrant
for Data Center Backup and Recovery
Solutions,” July 2017.
12
IDC WW Semiannual Software Tracker,
April 2018.
Why Dell EMC?
Dell EMC holds leadership positions in some of the biggest and largest-growth categories
in the IT infrastructure business, and that means customers can confidently source their
IT needs from one provider — Dell EMC.
•	 #1 hyper-converged infrastructure8
•	 #1 converged infrastructure8
•	 #1 in traditional and all-flash storage9
•	 #1 cloud IT infrastructure10
•	 #1 in data protection11
•	 #1 in software-defined storage12
Copyright © 2018 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 08/18 DELL-EMC-SO-BDaaS-101
Apache®
, Hadoop®
, Spark®
, Kafka®
, and Cassandra®
are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries.
BlueData®
and EPIC™ are registered trademarks or trademarks of BlueData Software, Inc. in the United States and/or other jurisdictions. Cloudera®
is a trademark or trade dress of
Cloudera. Hortonworks®
is a trademark of Hortonworks, Inc. in the U.S. and other countries. Microsoft®
and SQL Server®
are either registered trademarks or trademarks of Microsoft
Corporation in the United States and/or other countries. MapR®
is a trademark of MapR Technologies, Inc. Mellanox®
and ConnectX®
are registered trademarks of Mellanox
Technologies, Ltd. Intel®
and Xeon®
are trademarks of Intel Corporation or its subsidiaries in the U.S. and/or other countries. TensorFlow™ is a trademark of Google Inc. NVIDIA®
and
Tesla®
are trademarks and/or registered trademarks of NVIDIA Corporation in the U.S. and other countries. Red Hat®
is a registered trademark of Red Hat, Inc. in the United States
and other countries. Linux®
is the registered trademark of Linus Torvalds in the U.S. and other countries.
Dell EMC believes the information in this document is accurate as of its publication date. The information is subject to change without notice.
“Four years ago, we did eight
digital orders. Now we do over
250,000 digital orders a day. We
knew we couldn't spend multiple
years figuring out big data, not
only for our capacity use case, but
others such as supply chain and
human resources.”
— Mike Steimel, Sr. Director,
Technology Engineering,
Panera Bread
Watch the webinar.

Más contenido relacionado

La actualidad más candente

CWIN17 london becoming cloud native part 2 - guy martin docker
CWIN17 london   becoming cloud native part 2 - guy martin dockerCWIN17 london   becoming cloud native part 2 - guy martin docker
CWIN17 london becoming cloud native part 2 - guy martin dockerCapgemini
 
Taking the Next Hot Mobile Game Live with Docker and IBM SoftLayer
Taking the Next Hot Mobile Game Live with Docker and IBM SoftLayerTaking the Next Hot Mobile Game Live with Docker and IBM SoftLayer
Taking the Next Hot Mobile Game Live with Docker and IBM SoftLayerDaniel Krook
 
Modernizing Traditional Applications
Modernizing Traditional ApplicationsModernizing Traditional Applications
Modernizing Traditional ApplicationsDocker, Inc.
 
Driving Digital Transformation With Containers And Kubernetes Complete Deck
Driving Digital Transformation With Containers And Kubernetes Complete DeckDriving Digital Transformation With Containers And Kubernetes Complete Deck
Driving Digital Transformation With Containers And Kubernetes Complete DeckSlideTeam
 
GitOps & the deployment branching models - DevOps D-day Marseille 2021
GitOps & the deployment branching models - DevOps D-day Marseille 2021GitOps & the deployment branching models - DevOps D-day Marseille 2021
GitOps & the deployment branching models - DevOps D-day Marseille 2021SoKube
 
Kubernetes-Native DevOps: For Apache Kafka® with Confluent
Kubernetes-Native DevOps: For Apache Kafka® with ConfluentKubernetes-Native DevOps: For Apache Kafka® with Confluent
Kubernetes-Native DevOps: For Apache Kafka® with Confluentconfluent
 
Letting Science Drive Technology at GlaxoSmithKline
Letting Science Drive Technology at GlaxoSmithKlineLetting Science Drive Technology at GlaxoSmithKline
Letting Science Drive Technology at GlaxoSmithKlineDocker, Inc.
 
Tackle Containerization Advisor (TCA) for Legacy Applications
Tackle Containerization Advisor (TCA) for Legacy ApplicationsTackle Containerization Advisor (TCA) for Legacy Applications
Tackle Containerization Advisor (TCA) for Legacy ApplicationsKonveyor Community
 
Architecting for Continuous Delivery
Architecting for Continuous DeliveryArchitecting for Continuous Delivery
Architecting for Continuous DeliveryMohammad Bilal Wahla
 
How to build a Distributed Serverless Polyglot Microservices IoT Platform us...
How to build a Distributed Serverless Polyglot Microservices IoT Platform us...How to build a Distributed Serverless Polyglot Microservices IoT Platform us...
How to build a Distributed Serverless Polyglot Microservices IoT Platform us...Animesh Singh
 
The Complexity to "Yes" in Analytics Software and the Possibilities with Dock...
The Complexity to "Yes" in Analytics Software and the Possibilities with Dock...The Complexity to "Yes" in Analytics Software and the Possibilities with Dock...
The Complexity to "Yes" in Analytics Software and the Possibilities with Dock...Docker, Inc.
 
Making your app soar without a container manifest
Making your app soar without a container manifestMaking your app soar without a container manifest
Making your app soar without a container manifestLibbySchulze
 
High Performance Cloud-Native Microservices With Distributed Caching
High Performance Cloud-Native Microservices With Distributed CachingHigh Performance Cloud-Native Microservices With Distributed Caching
High Performance Cloud-Native Microservices With Distributed CachingMesut Celik
 
DCSF 19 Developing Apps with Containers, Functions and Cloud Services
DCSF 19 Developing Apps with Containers, Functions and Cloud ServicesDCSF 19 Developing Apps with Containers, Functions and Cloud Services
DCSF 19 Developing Apps with Containers, Functions and Cloud ServicesDocker, Inc.
 
Java EE Modernization with Mesosphere DCOS
Java EE Modernization with Mesosphere DCOSJava EE Modernization with Mesosphere DCOS
Java EE Modernization with Mesosphere DCOSMesosphere Inc.
 
Delivering Cloud Native Batch Solutions - Dodd Pfeffer
Delivering Cloud Native Batch Solutions - Dodd PfefferDelivering Cloud Native Batch Solutions - Dodd Pfeffer
Delivering Cloud Native Batch Solutions - Dodd PfefferVMware Tanzu
 
Construire une « data fabric » pour les environnements edge
Construire une « data fabric » pour les environnements edgeConstruire une « data fabric » pour les environnements edge
Construire une « data fabric » pour les environnements edgeOpen Source Experience
 

La actualidad más candente (20)

CWIN17 london becoming cloud native part 2 - guy martin docker
CWIN17 london   becoming cloud native part 2 - guy martin dockerCWIN17 london   becoming cloud native part 2 - guy martin docker
CWIN17 london becoming cloud native part 2 - guy martin docker
 
Taking the Next Hot Mobile Game Live with Docker and IBM SoftLayer
Taking the Next Hot Mobile Game Live with Docker and IBM SoftLayerTaking the Next Hot Mobile Game Live with Docker and IBM SoftLayer
Taking the Next Hot Mobile Game Live with Docker and IBM SoftLayer
 
Modernizing Traditional Applications
Modernizing Traditional ApplicationsModernizing Traditional Applications
Modernizing Traditional Applications
 
Gdsc muk - innocent
Gdsc   muk - innocentGdsc   muk - innocent
Gdsc muk - innocent
 
Driving Digital Transformation With Containers And Kubernetes Complete Deck
Driving Digital Transformation With Containers And Kubernetes Complete DeckDriving Digital Transformation With Containers And Kubernetes Complete Deck
Driving Digital Transformation With Containers And Kubernetes Complete Deck
 
GitOps & the deployment branching models - DevOps D-day Marseille 2021
GitOps & the deployment branching models - DevOps D-day Marseille 2021GitOps & the deployment branching models - DevOps D-day Marseille 2021
GitOps & the deployment branching models - DevOps D-day Marseille 2021
 
Kubernetes-Native DevOps: For Apache Kafka® with Confluent
Kubernetes-Native DevOps: For Apache Kafka® with ConfluentKubernetes-Native DevOps: For Apache Kafka® with Confluent
Kubernetes-Native DevOps: For Apache Kafka® with Confluent
 
Letting Science Drive Technology at GlaxoSmithKline
Letting Science Drive Technology at GlaxoSmithKlineLetting Science Drive Technology at GlaxoSmithKline
Letting Science Drive Technology at GlaxoSmithKline
 
Cloud Computing
Cloud Computing Cloud Computing
Cloud Computing
 
Hands-on Helm
Hands-on Helm Hands-on Helm
Hands-on Helm
 
Tackle Containerization Advisor (TCA) for Legacy Applications
Tackle Containerization Advisor (TCA) for Legacy ApplicationsTackle Containerization Advisor (TCA) for Legacy Applications
Tackle Containerization Advisor (TCA) for Legacy Applications
 
Architecting for Continuous Delivery
Architecting for Continuous DeliveryArchitecting for Continuous Delivery
Architecting for Continuous Delivery
 
How to build a Distributed Serverless Polyglot Microservices IoT Platform us...
How to build a Distributed Serverless Polyglot Microservices IoT Platform us...How to build a Distributed Serverless Polyglot Microservices IoT Platform us...
How to build a Distributed Serverless Polyglot Microservices IoT Platform us...
 
The Complexity to "Yes" in Analytics Software and the Possibilities with Dock...
The Complexity to "Yes" in Analytics Software and the Possibilities with Dock...The Complexity to "Yes" in Analytics Software and the Possibilities with Dock...
The Complexity to "Yes" in Analytics Software and the Possibilities with Dock...
 
Making your app soar without a container manifest
Making your app soar without a container manifestMaking your app soar without a container manifest
Making your app soar without a container manifest
 
High Performance Cloud-Native Microservices With Distributed Caching
High Performance Cloud-Native Microservices With Distributed CachingHigh Performance Cloud-Native Microservices With Distributed Caching
High Performance Cloud-Native Microservices With Distributed Caching
 
DCSF 19 Developing Apps with Containers, Functions and Cloud Services
DCSF 19 Developing Apps with Containers, Functions and Cloud ServicesDCSF 19 Developing Apps with Containers, Functions and Cloud Services
DCSF 19 Developing Apps with Containers, Functions and Cloud Services
 
Java EE Modernization with Mesosphere DCOS
Java EE Modernization with Mesosphere DCOSJava EE Modernization with Mesosphere DCOS
Java EE Modernization with Mesosphere DCOS
 
Delivering Cloud Native Batch Solutions - Dodd Pfeffer
Delivering Cloud Native Batch Solutions - Dodd PfefferDelivering Cloud Native Batch Solutions - Dodd Pfeffer
Delivering Cloud Native Batch Solutions - Dodd Pfeffer
 
Construire une « data fabric » pour les environnements edge
Construire une « data fabric » pour les environnements edgeConstruire une « data fabric » pour les environnements edge
Construire une « data fabric » pour les environnements edge
 

Similar a Dell EMC Ready Solutions for Big Data

Sql server 2012_and_intel_e7_processor_more_capability_and_higher_value_for_m...
Sql server 2012_and_intel_e7_processor_more_capability_and_higher_value_for_m...Sql server 2012_and_intel_e7_processor_more_capability_and_higher_value_for_m...
Sql server 2012_and_intel_e7_processor_more_capability_and_higher_value_for_m...Dr. Wilfred Lin (Ph.D.)
 
Data center-terminology photostory-
Data center-terminology photostory-Data center-terminology photostory-
Data center-terminology photostory-VenkatRamana242
 
Data Lake Protection - A Technical Review
Data Lake Protection - A Technical ReviewData Lake Protection - A Technical Review
Data Lake Protection - A Technical ReviewEMC
 
Why Data Virtualization? An Introduction
Why Data Virtualization? An IntroductionWhy Data Virtualization? An Introduction
Why Data Virtualization? An IntroductionDenodo
 
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)Denodo
 
The Storage Side of Private Clouds
The Storage Side of Private CloudsThe Storage Side of Private Clouds
The Storage Side of Private CloudsDataCore Software
 
Meeting the challenges of AI workloads with the Dell AI portfolio
Meeting the challenges of AI workloads with the Dell AI portfolioMeeting the challenges of AI workloads with the Dell AI portfolio
Meeting the challenges of AI workloads with the Dell AI portfolioPrincipled Technologies
 
BlueData Isilon Validation Brief
BlueData Isilon Validation BriefBlueData Isilon Validation Brief
BlueData Isilon Validation BriefBoni Bruno
 
IBM BCFC White Paper - Why Choose IBM BladeCenter Foundation for Cloud
IBM BCFC White Paper - Why Choose IBM BladeCenter Foundation for CloudIBM BCFC White Paper - Why Choose IBM BladeCenter Foundation for Cloud
IBM BCFC White Paper - Why Choose IBM BladeCenter Foundation for CloudIBM India Smarter Computing
 
Brochure : The EMC Big Data Solution
Brochure : The EMC Big Data Solution Brochure : The EMC Big Data Solution
Brochure : The EMC Big Data Solution EMC
 
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)Denodo
 
White Paper: EMC Greenplum Data Computing Appliance Enhances EMC IT's Global ...
White Paper: EMC Greenplum Data Computing Appliance Enhances EMC IT's Global ...White Paper: EMC Greenplum Data Computing Appliance Enhances EMC IT's Global ...
White Paper: EMC Greenplum Data Computing Appliance Enhances EMC IT's Global ...EMC
 
BusinessIntelligenze - On Cloud BI (English)
BusinessIntelligenze - On Cloud BI (English)BusinessIntelligenze - On Cloud BI (English)
BusinessIntelligenze - On Cloud BI (English)BusinessIntelligenze
 
The Growth Of Data Centers
The Growth Of Data CentersThe Growth Of Data Centers
The Growth Of Data CentersGina Buck
 
The Path to Digital Transformation
The Path to Digital TransformationThe Path to Digital Transformation
The Path to Digital TransformationPrecisely
 
Cloud computing ebook
Cloud computing ebookCloud computing ebook
Cloud computing ebookAnkit Gupta
 
Big Data Made Easy: A Simple, Scalable Solution for Getting Started with Hadoop
Big Data Made Easy:  A Simple, Scalable Solution for Getting Started with HadoopBig Data Made Easy:  A Simple, Scalable Solution for Getting Started with Hadoop
Big Data Made Easy: A Simple, Scalable Solution for Getting Started with HadoopPrecisely
 

Similar a Dell EMC Ready Solutions for Big Data (20)

Sql server 2012_and_intel_e7_processor_more_capability_and_higher_value_for_m...
Sql server 2012_and_intel_e7_processor_more_capability_and_higher_value_for_m...Sql server 2012_and_intel_e7_processor_more_capability_and_higher_value_for_m...
Sql server 2012_and_intel_e7_processor_more_capability_and_higher_value_for_m...
 
Data center-terminology photostory-
Data center-terminology photostory-Data center-terminology photostory-
Data center-terminology photostory-
 
Data center terminology photostory
Data center terminology photostoryData center terminology photostory
Data center terminology photostory
 
Data Lake Protection - A Technical Review
Data Lake Protection - A Technical ReviewData Lake Protection - A Technical Review
Data Lake Protection - A Technical Review
 
Why Data Virtualization? An Introduction
Why Data Virtualization? An IntroductionWhy Data Virtualization? An Introduction
Why Data Virtualization? An Introduction
 
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
Your Data is Waiting. What are the Top 5 Trends for Data in 2022? (ASEAN)
 
The Storage Side of Private Clouds
The Storage Side of Private CloudsThe Storage Side of Private Clouds
The Storage Side of Private Clouds
 
Meeting the challenges of AI workloads with the Dell AI portfolio
Meeting the challenges of AI workloads with the Dell AI portfolioMeeting the challenges of AI workloads with the Dell AI portfolio
Meeting the challenges of AI workloads with the Dell AI portfolio
 
BlueData Isilon Validation Brief
BlueData Isilon Validation BriefBlueData Isilon Validation Brief
BlueData Isilon Validation Brief
 
IBM BCFC White Paper - Why Choose IBM BladeCenter Foundation for Cloud
IBM BCFC White Paper - Why Choose IBM BladeCenter Foundation for CloudIBM BCFC White Paper - Why Choose IBM BladeCenter Foundation for Cloud
IBM BCFC White Paper - Why Choose IBM BladeCenter Foundation for Cloud
 
Brochure : The EMC Big Data Solution
Brochure : The EMC Big Data Solution Brochure : The EMC Big Data Solution
Brochure : The EMC Big Data Solution
 
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
Bridging the Last Mile: Getting Data to the People Who Need It (APAC)
 
White Paper: EMC Greenplum Data Computing Appliance Enhances EMC IT's Global ...
White Paper: EMC Greenplum Data Computing Appliance Enhances EMC IT's Global ...White Paper: EMC Greenplum Data Computing Appliance Enhances EMC IT's Global ...
White Paper: EMC Greenplum Data Computing Appliance Enhances EMC IT's Global ...
 
Value Stories - 7th Issue
Value Stories - 7th Issue Value Stories - 7th Issue
Value Stories - 7th Issue
 
BusinessIntelligenze - On Cloud BI (English)
BusinessIntelligenze - On Cloud BI (English)BusinessIntelligenze - On Cloud BI (English)
BusinessIntelligenze - On Cloud BI (English)
 
The Growth Of Data Centers
The Growth Of Data CentersThe Growth Of Data Centers
The Growth Of Data Centers
 
EDB Guide
EDB GuideEDB Guide
EDB Guide
 
The Path to Digital Transformation
The Path to Digital TransformationThe Path to Digital Transformation
The Path to Digital Transformation
 
Cloud computing ebook
Cloud computing ebookCloud computing ebook
Cloud computing ebook
 
Big Data Made Easy: A Simple, Scalable Solution for Getting Started with Hadoop
Big Data Made Easy:  A Simple, Scalable Solution for Getting Started with HadoopBig Data Made Easy:  A Simple, Scalable Solution for Getting Started with Hadoop
Big Data Made Easy: A Simple, Scalable Solution for Getting Started with Hadoop
 

Más de BlueData, Inc.

BlueData and Hortonworks Data Platform (HDP)
BlueData and Hortonworks Data Platform (HDP)BlueData and Hortonworks Data Platform (HDP)
BlueData and Hortonworks Data Platform (HDP)BlueData, Inc.
 
How to Protect Big Data in a Containerized Environment
How to Protect Big Data in a Containerized EnvironmentHow to Protect Big Data in a Containerized Environment
How to Protect Big Data in a Containerized EnvironmentBlueData, Inc.
 
BlueData EPIC datasheet (en Français)
BlueData EPIC datasheet (en Français)BlueData EPIC datasheet (en Français)
BlueData EPIC datasheet (en Français)BlueData, Inc.
 
Best Practices for Running Kafka on Docker Containers
Best Practices for Running Kafka on Docker ContainersBest Practices for Running Kafka on Docker Containers
Best Practices for Running Kafka on Docker ContainersBlueData, Inc.
 
Bare-metal performance for Big Data workloads on Docker containers
Bare-metal performance for Big Data workloads on Docker containersBare-metal performance for Big Data workloads on Docker containers
Bare-metal performance for Big Data workloads on Docker containersBlueData, Inc.
 
Lessons Learned from Dockerizing Spark Workloads
Lessons Learned from Dockerizing Spark WorkloadsLessons Learned from Dockerizing Spark Workloads
Lessons Learned from Dockerizing Spark WorkloadsBlueData, Inc.
 
BlueData EPIC on AWS - Spec Sheet
BlueData EPIC on AWS - Spec SheetBlueData EPIC on AWS - Spec Sheet
BlueData EPIC on AWS - Spec SheetBlueData, Inc.
 
Lessons Learned Running Hadoop and Spark in Docker Containers
Lessons Learned Running Hadoop and Spark in Docker ContainersLessons Learned Running Hadoop and Spark in Docker Containers
Lessons Learned Running Hadoop and Spark in Docker ContainersBlueData, Inc.
 
The Time Has Come for Big-Data-as-a-Service
The Time Has Come for Big-Data-as-a-ServiceThe Time Has Come for Big-Data-as-a-Service
The Time Has Come for Big-Data-as-a-ServiceBlueData, Inc.
 
Solution Brief: Real-Time Pipeline Accelerator
Solution Brief: Real-Time Pipeline AcceleratorSolution Brief: Real-Time Pipeline Accelerator
Solution Brief: Real-Time Pipeline AcceleratorBlueData, Inc.
 
Hadoop Virtualization - Intel White Paper
Hadoop Virtualization - Intel White PaperHadoop Virtualization - Intel White Paper
Hadoop Virtualization - Intel White PaperBlueData, Inc.
 
Solution Brief: Big Data Lab Accelerator
Solution Brief: Big Data Lab AcceleratorSolution Brief: Big Data Lab Accelerator
Solution Brief: Big Data Lab AcceleratorBlueData, Inc.
 
How to deploy Apache Spark in a multi-tenant, on-premises environment
How to deploy Apache Spark in a multi-tenant, on-premises environmentHow to deploy Apache Spark in a multi-tenant, on-premises environment
How to deploy Apache Spark in a multi-tenant, on-premises environmentBlueData, Inc.
 
BlueData EPIC 2.0 Overview
BlueData EPIC 2.0 OverviewBlueData EPIC 2.0 Overview
BlueData EPIC 2.0 OverviewBlueData, Inc.
 
Big Data Case Study: Fortune 100 Telco
Big Data Case Study: Fortune 100 TelcoBig Data Case Study: Fortune 100 Telco
Big Data Case Study: Fortune 100 TelcoBlueData, Inc.
 
BlueData Hunk Integration: Splunk Analytics for Hadoop
BlueData Hunk Integration: Splunk Analytics for HadoopBlueData Hunk Integration: Splunk Analytics for Hadoop
BlueData Hunk Integration: Splunk Analytics for HadoopBlueData, Inc.
 
Spark Infrastructure Made Easy
Spark Infrastructure Made EasySpark Infrastructure Made Easy
Spark Infrastructure Made EasyBlueData, Inc.
 
BlueData Integration with Cloudera Manager
BlueData Integration with Cloudera ManagerBlueData Integration with Cloudera Manager
BlueData Integration with Cloudera ManagerBlueData, Inc.
 

Más de BlueData, Inc. (18)

BlueData and Hortonworks Data Platform (HDP)
BlueData and Hortonworks Data Platform (HDP)BlueData and Hortonworks Data Platform (HDP)
BlueData and Hortonworks Data Platform (HDP)
 
How to Protect Big Data in a Containerized Environment
How to Protect Big Data in a Containerized EnvironmentHow to Protect Big Data in a Containerized Environment
How to Protect Big Data in a Containerized Environment
 
BlueData EPIC datasheet (en Français)
BlueData EPIC datasheet (en Français)BlueData EPIC datasheet (en Français)
BlueData EPIC datasheet (en Français)
 
Best Practices for Running Kafka on Docker Containers
Best Practices for Running Kafka on Docker ContainersBest Practices for Running Kafka on Docker Containers
Best Practices for Running Kafka on Docker Containers
 
Bare-metal performance for Big Data workloads on Docker containers
Bare-metal performance for Big Data workloads on Docker containersBare-metal performance for Big Data workloads on Docker containers
Bare-metal performance for Big Data workloads on Docker containers
 
Lessons Learned from Dockerizing Spark Workloads
Lessons Learned from Dockerizing Spark WorkloadsLessons Learned from Dockerizing Spark Workloads
Lessons Learned from Dockerizing Spark Workloads
 
BlueData EPIC on AWS - Spec Sheet
BlueData EPIC on AWS - Spec SheetBlueData EPIC on AWS - Spec Sheet
BlueData EPIC on AWS - Spec Sheet
 
Lessons Learned Running Hadoop and Spark in Docker Containers
Lessons Learned Running Hadoop and Spark in Docker ContainersLessons Learned Running Hadoop and Spark in Docker Containers
Lessons Learned Running Hadoop and Spark in Docker Containers
 
The Time Has Come for Big-Data-as-a-Service
The Time Has Come for Big-Data-as-a-ServiceThe Time Has Come for Big-Data-as-a-Service
The Time Has Come for Big-Data-as-a-Service
 
Solution Brief: Real-Time Pipeline Accelerator
Solution Brief: Real-Time Pipeline AcceleratorSolution Brief: Real-Time Pipeline Accelerator
Solution Brief: Real-Time Pipeline Accelerator
 
Hadoop Virtualization - Intel White Paper
Hadoop Virtualization - Intel White PaperHadoop Virtualization - Intel White Paper
Hadoop Virtualization - Intel White Paper
 
Solution Brief: Big Data Lab Accelerator
Solution Brief: Big Data Lab AcceleratorSolution Brief: Big Data Lab Accelerator
Solution Brief: Big Data Lab Accelerator
 
How to deploy Apache Spark in a multi-tenant, on-premises environment
How to deploy Apache Spark in a multi-tenant, on-premises environmentHow to deploy Apache Spark in a multi-tenant, on-premises environment
How to deploy Apache Spark in a multi-tenant, on-premises environment
 
BlueData EPIC 2.0 Overview
BlueData EPIC 2.0 OverviewBlueData EPIC 2.0 Overview
BlueData EPIC 2.0 Overview
 
Big Data Case Study: Fortune 100 Telco
Big Data Case Study: Fortune 100 TelcoBig Data Case Study: Fortune 100 Telco
Big Data Case Study: Fortune 100 Telco
 
BlueData Hunk Integration: Splunk Analytics for Hadoop
BlueData Hunk Integration: Splunk Analytics for HadoopBlueData Hunk Integration: Splunk Analytics for Hadoop
BlueData Hunk Integration: Splunk Analytics for Hadoop
 
Spark Infrastructure Made Easy
Spark Infrastructure Made EasySpark Infrastructure Made Easy
Spark Infrastructure Made Easy
 
BlueData Integration with Cloudera Manager
BlueData Integration with Cloudera ManagerBlueData Integration with Cloudera Manager
BlueData Integration with Cloudera Manager
 

Último

TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 

Último (20)

TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 

Dell EMC Ready Solutions for Big Data

  • 1. Solution overview Dell EMC Ready Solutions for Big Data Self-service analytics at a lower cost, delivered with simpler deployment and support Table of Contents Surviving the big data boom. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 Self-service analytics. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 Lower costs. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 Simpler deployment, simpler support. . . . . . . . . . . . . . . . . . . . . . 3 Are you facing any of these challenges?. . . . . . . . . . . . . . . . . . . . . . 3 How will you use Dell EMC Ready Solutions for Big Data?. . . . . . . . . . . . . 5 Dell EMC Ready Solutions for Big Data Specifications . . . . . . . . . . . . . . 5 Dell EMC Ready Solutions for Big Data configuration details. . . . . . . . . . 5 Enabling technologies. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 Services and financing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 Dell EMC consulting, education, deployment and support. . . . . . . . . . . 6 Dell Financial Services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 Why Dell EMC?. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8
  • 2. 2 Solution overview Surviving the big data boom It has taken years, but big data analytics has evolved from the latest IT buzzword into a core part of the enterprise. While the term “big data” has been around for quite some time, the big data market is still booming with hundreds of competing technologies in every stage of the data pipeline. Organizations are starting to realize that big data success is not about implementing one application or one piece of technology, but instead requires an optimized technology stack that allows them to get more performance and flexibility out of IT investments, and to scale more quickly and cost-effectively as business needs grow. At the same time, the perception that we can “throw everything in the public cloud” because it’s cheaper and easier requires a reality check. When it comes to handling big data, the public cloud is often more expensive and slower than on-premises private cloud solutions, and some organizations are more worried than ever about maintaining security and compliance. You can survive the big data boom with a big data as a service (BDaaS) solution that provides the self-service, economics and simplicity of public cloud with the on-premises security and compliance organizations demand. Dell EMC has worked closely with customers and partners to create an elastic and multi-tenant architecture that provides self-service access to a variety of big data analytics and data science workloads — such as Hadoop, Apache Spark® , machine learning and more — at the same time, on the same infrastructure without sacrificing performance.1 At less than half the cost of public cloud,2 Dell EMC Ready Solutions for Big Data come with all the software, hardware and services needed for IT to provide on- premises BDaaS so your team can save up to 12 months time spent standing up new big data analytics systems.3 Self-service analytics Speed is a key element of success. Data scientists, analysts and developers require on-demand access to real-time analytics to support business needs. Siloed legacy resources can’t deliver the same on-demand access as public cloud providers, but the public cloud has trade-offs, too. On-premises infrastructure integration and deployment for big data analytics applications can be complex and can take months. Dell EMC Ready Solutions for Big Data give data analysts on-demand access to infrastructure resources and analytics tools — such as Hadoop, Spark, NoSQL, Apache Cassandra® , Apache Kafka® and others — in minutes.4 This enables IT to provide self- service data analytics with the performance, compliance and security of an optimized on-premises solution. Data teams can quickly and easily provision their own resources, run jobs using their choice of tools, and even run multiple analytics workloads simultaneously thanks to multi-tenancy enabled by policy-based automation and management. Lines of business can create and execute their own use cases from a single pool of resources with the responsiveness required by modern big data analytics applications. 1 “Bare-metal performance for Big Data workloads on Docker* containers,” BlueData | Intel, January 2017. 2 Based on Dell EMC internal analysis, August 2018. Estimated savings calculated over 3 years comparing Amazon Web Services Calculator estimates vs. Dell EMC current U.S. price. Savings in U.S. Dollars. Actual results will vary. AD# G18000218 3 “The Total Economic Impact of Dell EMC Ready Solutions Hadoop,” commissioned by Dell EMC | Intel, May 2018. 4 “Access to instant, personal clusters,” BlueData, August 2018.
  • 3. 33 Solution overview Lower costs When it comes to containing costs for big data analytics, customers are caught between legacy IT that requires increasing resources to maintain, and paying skyrocketing monthly fees to a public cloud services provider. Dell EMC Ready Solutions for Big Data help reduce cost by providing an automated, self-service portal built on a bedrock of industry-leading Dell EMC infrastructure. Because Dell EMC has optimized and integrated the solution stack, you can reduce stand-up time from months to weeks. The savings continue past deployment, with reduced management complexity and no unpredictable, recurring monthly charges. The ability to scale compute and storage resources independently, as well as run multiple analytics instances on the same infrastructure helps eliminate costly cluster sprawl and maximize utilization rates while reducing cost. BlueData® reports that you can save up to 75% compared to bare-metal deployments while increasing server utilization by up to 350%.5 Simpler deployment, simpler support Reliability and operational simplicity are critical to supporting any enterprise IT environment. Dell EMC Ready Solutions for Big Data include everything you need to provide BDaaS, including the software, hardware and Accelerator services, so you can spend more time on strategic projects. How much time? Customers report that if they tried to implement on their own, it would have taken up to 12 months longer to hire the expertise, figure out the correct configurations, and deploy a solution.3 BlueData EPIC™ (Elastic Private Instant Clusters) software enables you to spin up or down containerized environments for analytics and machine learning in minutes.6 The software provides a simple and easy way to provide self-service provisioning, policy-based automation, and push-button upgrades. And with Dell EMC ProSupport Plus, a dedicated technology service manager serves as a single-point-of-contact for the entire solution. Are you facing any of these challenges? “We cannot stand up data analytics environments fast enough to meet demand.” Every leader and every department wants metrics. Data architects, analysts and scientists all have preferences for specific data analytics applications, yet the applications often have different requirements. And it takes time to architect, procure and deploy the right infrastructure. By the time it's operational, teams often want to try something different. “It's expensive to set up new data analytics clusters.” Every leader and every department wants metrics. Data architects, analysts and scientists all have preferences for specific data analytics applications, yet the applications often have different requirements. And it takes time to architect, procure and deploy the right infrastructure. By the time it's operational, teams often want to try something different. “Multiple data analytics environments continue to create more complexity.” The big data boom, coupled with opportunities for insight and automation, means groups will continue to request different data analytics environments. Before you know it, you have different implementations with multiple versions of Hadoop, NoSQL, Kafka and Self-service analytics Lower costs Simpler deployment, simpler support 5 “Streamlined operations,” BlueData, August 2018. 6 “Self-service. On-demand,” BlueData, August 2018.
  • 4. 44 Solution overview Spark. Those same teams also want to experiment with AI and machine learning. It’s unsustainable, time-intensive, and complex to manage and maintain each and every implementation while the queue for new projects continues to grow. How will you use Dell EMC Ready Solutions for Big Data? Dell EMC Ready Solutions for Big Data enables the following use cases: • Consolidation of multiple data analytics deployments — Multiple data analytics environments can be difficult and costly to scale while the demand for analytics grows. • Create an on-demand consumption model for big data infrastructure and applications — Allow data teams to quickly and easily create big data environments while simplifying IT resource management. • Enable self-service job creation — Data scientists and analysts can run a variety of jobs against their data. • Leverage the right big data tools for every job — Dell EMC Ready Solutions for Big Data enable data teams to use their favorite tools for big data analytics. It supports Cloudera® Hadoop, Hortonworks® Hadoop, Spark, Cassandra, Kafka, MapR® , TensorFlow™, and custom images for other services. It’s even possible to create multiple environments using different Hadoop distributions, as well as set-up different versions of the same distribution on the same infrastructure. Dell EMC Ready Solutions for Big Data Specifications Dell EMC Ready Solutions for Big Data create BDaaS with BlueData EPIC software running on Red Hat® Enterprise Linux® (RHEL). This solution includes one administrator compute node, two gateway compute nodes, three controller compute nodes and seven worker compute nodes. The worker nodes can be focused on density or GPU acceleration. There’s one management switch in each rack and one top-of-rack switch that can support 36 servers across three racks. Dell EMC Accelerator services include software installation, configuration and customized images, knowledge transfer, assistance with planning, and execution. Dell EMC ProDeploy Plus provides deployment and integration into your environment with a single point of contact for localized project management and a more personalized deployment experience through a technology service manager. Dell EMC ProSupport Plus is recommended for a single-point-of-contact support experience.
  • 5. 5 Solution overview Dell EMC Ready Solutions for Big Data configuration details 1x administrator node 2x gateway nodes Server PowerEdge R640 Chassis 4x 3.5 hard drive slots and 3 PCIe slots Processor Intel® Xeon® Silver 4110 Memory (RAM) 32GB (2x 16GB 2667 MT/s) Internal storage 2x 4TB, 7.2K RPM SATA 6Gbps RAID 1 Network daughter card Intel X520 DP 10Gb DA/SFP+, + 1350 DP 1Gb Ethernet Mellanox® ConnectX® -4 Lx Dual Port 25GbE DA/SFP Power Supply Dual, redundant, hot-plug 750W 3x controller nodes and 7x worker nodes — High density or GPU accelerated Controller node and worker node — High density Worker node — GPU accelerated Server PowerEdge R740xd Chassis Up to 12x 3.5 HDD, 4x 3.5 HDD on mid-plane and 4x 2.5 HDDs on Flex Bay Up to 24x 2.5 HDD Processor Dual Intel Xeon Gold 6140 Dual Intel Xeon Gold 6136 RAM 384GB (12x 3GB 2667 MT/s) minimum GPU 2x NVIDIA® Tesla® V100 GPUs Internal storage 16x 4TB 7.2K RPM SATA 6Gbps 512n 3.5 hot-plug HDD 2x 600GB 10K RPM SAS 12Gbps 512n 2.5 flex bay HDD 24x 2TB 7.2K RPM NLSAS 12Gbps 512n 2.5 hot-plug HDD Network daughter card Mellanox ConnectX-4 Lx dual port 25GbE DA/SFP rNDC Power Supply Dual, hot-plug, redundant power supply (1+1), 1100W Networking (TOR) 1x Dell EMC Networking S5048F-ON 25GbE for 36 servers across 3 racks Management switch 1x Dell EMC Networking S3048-ON 25GbE in each rack Software BlueData EPIC OpenManage Enterprise Red Hat Enterprise Linux 5 custom images, Cloudera Hadoop, Hortonworks Hadoop, Cassandra NoSQL, Spark, in-memory GPU Services Big Data as a Service Accelerator (6 weeks) ProDeploy Plus ProSupport
  • 6. 6 Solution overview Enabling technologies • BlueData EPIC software uses the power of containers to make it easier, faster and more cost-effective to deploy big data infrastructure and applications — including Hadoop, Spark, Kafka, Cassandra, and more, along with the data and analytical tools that data scientists need — in minutes rather than months. • Dell EMC OpenManage Enterprise enables unified lifecycle management including end- to-end infrastructure monitoring for Dell EMC servers, storage, networking and third- party hardware. • Red Hat Enterprise Linux powers business applications with the control, confidence, and freedom that come from a consistent foundation across hybrid cloud deployments. • Dell EMC PowerEdge R640 Server offers the ideal balance of density and scalability in a 1U, 2 socket solution built on a scalable system architecture, and provides the choice and flexibility to easily meet performance demands. • Dell EMC PowerEdge R740xd Server provides scalable storage performance and data set processing in a 2U, 2 socket server with the scalability and performance to adapt to a variety of applications. • NVIDIA Tesla V100 GPU accelerators offer the performance of 100 CPUs in a single GPU — enabling data scientists, researchers and engineers to tackle challenges that were once impossible. • The Dell EMC Networking S5048F-ON multi-rate 25GbE ToR data center switch supports 48 ports of 25GbE and 6 ports of 100GbE or 72 ports of 25GbE and ONIE for zero-touch installation of alternate network operating systems. • Dell EMC Networking S3048‑ON switch features 48x 1GbE and 4x 10GbE ports, a dense 1U design and up to 260Gbps performance. Services and financing Dell EMC’s portfolio of services helps customers drive the rapid adoption and optimization of their big data environments. Dell EMC Consulting provides big data and AI services from strategy to implementation and beyond. The team focuses on bridging the people, processes and technology needed to achieve the desired business outcomes. For Dell EMC Ready Solutions for Big Data, seasoned consultants manage the implementation including solution scoping, setup and configuration, integration with existing infrastructure, and knowledge transfer. Additionally, Dell EMC Consulting can help develop a roadmap to achieve your desired future state. Additional consulting services available for Dell EMC big data solutions include: • Dell EMC Elastic Data Platform incorporates additional functionality into Ready Solutions for Big Data and extends the implementation to include integration with service ticketing systems (e.g., ServiceNow), automated workflows to fully enable self-service, role-based access control, and advanced data management capabilities to provide enterprise-scale Big Data as a Service. • Data engineering and data science expertise to help your organization accelerate your Big Data and analytics projects. Dell EMC expert consultants will partner with your team to both perform the engineering and analytics work and enable your team to become experts throughout the project. • The Dell EMC Big Data Vision Workshop focuses on Hadoop for business leaders. We have a unique method to identify and prioritize big data use cases with a combination of implementation feasibility and business value. A three-week engagement applies research, interviews, data science expertise and techniques to the organization, culminating in a one-day workshop to identify and agree on the analytics use case and path forward.
  • 7. 7 Solution overview • Dell EMC Hadoop Advisory and Implementation Services help get business value out of data analytics using Hadoop and help determine where Hadoop is a good fit for the organization. The services include data analytics assessments, architecture recommendations, data infrastructure optimization, and production implementation. The team also helps build internal customer Hadoop expertise through knowledge transfer at each step. • Dell EMC Hadoop Accelerator offers best practice guidance, hands on labs, roadmap planning and knowledge transfer on Hadoop installations to get from install to productivity with the skills and knowledge needed to gain the greatest value from big data solutions. • Dell EMC Hadoop Health Check reviews customers’ current data technologies and processes, and makes recommendations for tools, testing and operational practices. Dell EMC ProDeploy Plus provides the local, personalized skill and scale needed to successfully execute demanding big data deployments in today’s complex IT environments from beginning to end. For Dell EMC Ready Solutions, the team deploys the racked configuration in the data center, including network cabling, operating system, firmware and hypervisor. Dell EMC ProSupport provides comprehensive hardware and collaborative software support to help ensure optimal system performance and minimize downtime. ProSupport also includes next‑business‑day on‑site service with four‑ and eight‑hour parts and labor response options, and escalation management with customer‑defined severity levels. You can also opt for ProSupport Plus to get a technology service manager who provides a single point of contact for support. Dell EMC Education Services offer courses and certifications on data science and advanced analytics and workshops on deep learning in collaboration with NVIDIA to develop the solution and technology skills needed to fully leverage your AI capabilities. Comprehensive training and validation on Dell EMC solution components such as Isilon, PowerEdge and more are also available. Dell Financial Services A wealth of leasing and financing options from Dell Financial Services can help customers find opportunities when the organization faces decisions regarding capital expenditures, operating expenditures and cash flow. • Leasing and financing solutions are available throughout the U.S., Canada and Europe. • Dell Financial Services can finance technology solutions. • Electronic quoting and online contracts offer an efficient purchase experience. “Many of our customers have seen the benefits of running their machine learning and deep learning applications on the BlueData platform, and we’ve seen overwhelming demand from other enterprises looking to do the same. This new solution provides their data science teams with on-demand access to multi-node sandbox environments for exploring AI and ML use cases, without all the operational overhead and deployment complexity.” — Kumar Sreekanti, co-founder and CEO of BlueData7 Learn more about BlueData customers: bluedata.com/customers 7 BlueData, “BlueData Offers New Turnkey Solution for AI and Machine Learning,” May 2018.
  • 8. Solution overview Contact us To learn more, visit dellemc.com/bdaas, dellemc.com/analytics or contact your local representative or authorized reseller. 8 IDC WW Quarterly Converged Systems Tracker, June 2018. 9 IDC WW Quarterly Enterprise Storage Systems Tracker, June 2018. 10 IDC WW Quarterly Cloud IT Infrastructure Tracker, June 2018. 11 Gartner.com, “Gartner Magic Quadrant for Data Center Backup and Recovery Solutions,” July 2017. 12 IDC WW Semiannual Software Tracker, April 2018. Why Dell EMC? Dell EMC holds leadership positions in some of the biggest and largest-growth categories in the IT infrastructure business, and that means customers can confidently source their IT needs from one provider — Dell EMC. • #1 hyper-converged infrastructure8 • #1 converged infrastructure8 • #1 in traditional and all-flash storage9 • #1 cloud IT infrastructure10 • #1 in data protection11 • #1 in software-defined storage12 Copyright © 2018 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 08/18 DELL-EMC-SO-BDaaS-101 Apache® , Hadoop® , Spark® , Kafka® , and Cassandra® are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. BlueData® and EPIC™ are registered trademarks or trademarks of BlueData Software, Inc. in the United States and/or other jurisdictions. Cloudera® is a trademark or trade dress of Cloudera. Hortonworks® is a trademark of Hortonworks, Inc. in the U.S. and other countries. Microsoft® and SQL Server® are either registered trademarks or trademarks of Microsoft Corporation in the United States and/or other countries. MapR® is a trademark of MapR Technologies, Inc. Mellanox® and ConnectX® are registered trademarks of Mellanox Technologies, Ltd. Intel® and Xeon® are trademarks of Intel Corporation or its subsidiaries in the U.S. and/or other countries. TensorFlow™ is a trademark of Google Inc. NVIDIA® and Tesla® are trademarks and/or registered trademarks of NVIDIA Corporation in the U.S. and other countries. Red Hat® is a registered trademark of Red Hat, Inc. in the United States and other countries. Linux® is the registered trademark of Linus Torvalds in the U.S. and other countries. Dell EMC believes the information in this document is accurate as of its publication date. The information is subject to change without notice. “Four years ago, we did eight digital orders. Now we do over 250,000 digital orders a day. We knew we couldn't spend multiple years figuring out big data, not only for our capacity use case, but others such as supply chain and human resources.” — Mike Steimel, Sr. Director, Technology Engineering, Panera Bread Watch the webinar.