Weitere ähnliche Inhalte Kürzlich hochgeladen (20) Insight-driven Operations with SAP HANA and Cloudera Enterprise: Connected Device Insights Demo 2. 2Copyright © Capgemini 2015. All Rights Reserved
Capgemini Insight Driven Operations | May 2015
Connecting Big Data initiatives with business operations
New big data architecture Modernization of SAP landscape
On one side… On the other side..
Massive Data Volume
Data variety and complexity
Optimized storage cost
Hadoop implementations
DWH offload
Batch/micro-batch analytics
Transactional data
Real-time operational analytics
Accelerated business
Joint Value
Make decisions at the right time, at the right cost
Put the insights at the point of action
1 0 1 1
0 0 1 1 1 0 1
0 1 0 0 1 1 0 1
1 0 1 0 1 1 0 0
1 0 1 1
BW on HANA migration
Suite on HANA implementations
New BI on HANA
3. 3Copyright © Capgemini 2015. All Rights Reserved
Capgemini Insight Driven Operations | May 2015
Our insight-driven Operations solution leverages the best of both worlds
Real time business with massively scalable storage and computation power
Combines the lightning
speed of SAP HANA in-
memory computing
with massive storage
and computing
scalability of Cloudera
Enterprise
Enables a seamless,
real-time “insights
fabric”
Provides a End-to-end
security framework,
including the Intel-
developed features
such as encryption-
decryption optimization
High-level building blocks of Capgemini’s Insight-driven Operations solution
4. 4Copyright © Capgemini 2015. All Rights Reserved
Capgemini Insight Driven Operations | May 2015
Service
Maintain Modernize Decommission
Operate
Install Operate Control
Manufacture
R&D Design Production
LifeCycle
+Connected Device
Insights
+Connected Device
Insights
DEVICE MANUFACTURER
• Minimize supply chain &
servicing cost
• Close loop to minimize product
development cycle time
• Minimize penalty due to
regulation
• Generate a new revenue
potential (with new ancillary
services)
DEVICE USER
• Maximize the availability &
utilization
• Fix It Right First Time
• Minimize operational cost
• Upgrade the usage pattern &
behavior
• Maximize usage life
SERVICE PROVIDER
• Maximize service efficiency
• Right Service Offer at Right Time
• Optimize Demand to Fill Rate
THIRD PARTIES
• Customer Usage Based Pricing
• Upgrade Operational Structure
Building the foundation of IoT platforms with Connected Device Insights
5. 5Copyright © Capgemini 2015. All Rights Reserved
Capgemini Insight Driven Operations | May 2015
Connected Device Insights - Sapphire 2015 Demo Theater
Persistent Storage
HDFS
Connected
Devices
! Machine DTCs
! Usage Statistics
! Sensor Streams
! Threshold Alerts
Business Applications
ClouderaManager
Life
Cycle
R-Studio
SPARK IMPALA
HIVE
HIVE
Metastore
YARN–DataOperatingSystem
ConnectedModels
Security&UserProvisioning
SAP HANA Connected Insights Instance
Smart Data Access Virtual Tables
Spark Store (Hot) Impala Store (Warm) Hive Store (Cold)
Native HANA/ SAP Schemas
Service Phase
Maintain Client 360 Modernize
Operate Phase
Install Operate Control
Manufacture Phase
R&D Design Production
Spark
Streaming
Flume
Kafka
Other BI/ EDW/ DB
Data API
BI & AnalyticsHTML5/ SAPUI5IoT/ Mobile
CostBasedOptimizer&PerformanceMonitoring
Insights Subscription Services
SecureWall
R-HadoopR-Serve
In-Memory
Columnar Store
6. 6Copyright © Capgemini 2015. All Rights Reserved
Capgemini Insight Driven Operations | May 2015
Connected Device Insights Accelerators – Template Schema
6
VEHICLE
" I_VIN
" C_RADIO_MODM_TYP
" C_VHCL_TYP
" N_DEST_SYS
" N_SRCE_SYS
" C_MAKE
" C_MOD
" I_MOD_YR
" C_HRDWR_TYP
" C_SALES_TYP
" I_RADIO_TRACBLTY
" X_MOD_DESC
" C_SALES_TYP_LKUP
" C_VHCL_CAT
EVENT
" I_EVENT_SAN
" I_VHCL_SAN
" I_VIN
" I_PRTITN_YR
" T_STMP_EVENT
" I_EVENT_ID
" C_EVENT_SRCE
" N_SERV
" C_PRTY
" C_EVENT_STAT
" I_CONFIG_ID
" T_STMP_CREATD
COMPONENT
" I_EVENT_SAN
" I_PRTITN_YR
" N_COMP
" I_VRSN
" N_ITEM_KEY
DTC-LID
" I_EVENT_SAN
" I_PRTITN_YR
" I_DTC_SEQ
" I_LID_SEQ
" N_LID
" A_SCL
" A_OFFSET
" N_UNIT
" L_SIGN
" X_BYTE
HSTGRM-BINS
" I_EVENT_SAN
" I_HSTGRM_SEQ
" N_BIN
" X_VAL
" I_PRTITN_YR
ITEM - HSTGRM
" I_EVENT_SAN
" I_HSTGRM_SEQ
" C_HSTGRM
" I_PRTITN_YR
ITEM-ECU
" I_EVENT_SAN
" I_PRTITN_YR
" I_ECU_SEQ
" N_ECU
" I_PART_NMBR
" I_SFWE_VRSN
" I_HDWE_VRSN
" I_DGNSTC_VRSN
ITEM-VSTAT
" I_EVENT_SAN
" I_PRTITN_YR
" I_VSTAT_SEQ
" A_ALTT
" A_LATD
" A_LGTD
" A_ENG_RUNTIME
" L_CTLYST_MONTR
" L_O2_MONTR_TSTSTAT
" L_O2_HEATR_TSTSTAT
" L_EGR_MNTR_TSTSTAT
" L_TM_HTD_CAT_RDY
" L_TM_EVAP_RDY
" L_TM_AIR_PMP_RDY
" L_TM_AC_SYSRDY
" L_DPF_DEF_WRNSTAT
" L_ABS_INDLMP_ON
" L_ABS_INDLMP_REQ
" L_BRK_INDLMP_ON
" L_CHRGSYS_FAIL
" L_CHK_FUELCAP
" L_ETC_INDLMP
" A_OIL_PRESUR
" L_TXTEMP_EXCESS
" L_SRS_LMPSTAT
" L_WTR_FUELINDLMP
" L_OIL_TEMP_IND
" L_BRK_FLUID_LO
" L_AUTO_OILFILL
" A_BTRY_VOLT
" A_VEH_SPEED
" A_AVG_FUEL_ECO
" L_MIL_ON_REQ
" L_AUTO_OIL_CHNG
" L_LOW_WASHER_FLUID
" L_ENGOIL_IND_LMP
" A_LOW_ENG_COOL
" A_TIRE_PRESUR_FR
" A_TIRE_PRESUR_RR
ITEM-DTC
" I_EVENT_SAN
" I_PRTITN_YR
" I_DTC_SEQ
" T_STMP_OCCRD
" Q_MILG
" C_DTC_TYP
" C_DTC_CODE
" C_FAULT_STAT
" A_ALTD
" A_LATD
" A_LGTD
" N_ECU
" L_MIL_LAMP
DTC-DESC
" C_DTC_CODE
" C_LANG_CODE
" C_TRGT_ADN
" X_DTC_DESC
ECU-DESC
" N_ECU
" C_LANG_CODE
" N_MDUL_SYS
" X_MDUL
7. The information contained in this presentation is proprietary.
Copyright © 2015 Capgemini. All rights reserved.
Rightshore® is a trademark belonging to Capgemini.
www.capgemini.com
About Capgemini
With almost 145,000 people in over 40 countries, Capgemini is
one of the world's foremost providers of consulting, technology
and outsourcing services. The Group reported 2014 global
revenues of EUR 10.573 billion.
Together with its clients, Capgemini creates and delivers
business and technology solutions that fit their needs and drive
the results they want. A deeply multicultural organization,
Capgemini has developed its own way of working, the
Collaborative Business Experience™, and draws on Rightshore®,
its worldwide delivery model.
Learn more about us at www.capgemini.com.