Insight-driven Operations with SAP HANA and Cloudera Enterprise: Connected Device Insights Demo
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Transcript of Insight-driven Operations with SAP HANA and Cloudera Enterprise: Connected Device Insights Demo
Insight-driven Operations with SAP HANA and Cloudera Enterprise Connected Device Insights Demo May 5th, 2015
2 Copyright © 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
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BW on HANA migration Suite on HANA implementations
New BI on HANA
3 Copyright © 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 Copyright © Capgemini 2015. All Rights Reserved
Capgemini Insight Driven Operations | May 2015
Service Maintain Modernize Decommission
Operate Install Operate Control
Manufacture R&D Design Production
Life
Cyc
le
+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 Copyright © 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
Clo
uder
a M
anag
er
Life
C
ycle
R-Studio
SPARK IMPALA
HIVE
HIVE Metastore
YA
RN
– D
ata
Ope
ratin
g S
yste
m
Con
nect
ed M
odel
s
Sec
urity
& U
ser P
rovi
sion
ing
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 & Analytics HTML5/ SAPUI5 IoT/ Mobile
Cos
t Bas
ed O
ptim
izer
& P
erfo
rman
ce M
onito
ring
Insights Subscription Services
Secure W
all
R-H
adoo
p R
-Ser
ve
In-Memory Columnar Store
6 Copyright © 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
The information contained in this presentation is proprietary. Copyright © 2015 Capgemini. All rights reserved.
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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.
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