SlideShare ist ein Scribd-Unternehmen logo
1 von 10
Downloaden Sie, um offline zu lesen
NovelVLSIDesign&VerificationStrategiesfor
AdvancedWirelessTechnologies
©2015,HCLTechnologies.ReproductionProhibited.ThisdocumentisprotectedunderCopyrightbytheAuthor,allrightsreserved.
Abstract
Abbreviations
Markettrend/Challenges
Solution
BestPractices
CommonIssues
ConclusionConclusion
Reference
AuthorInfo
3
3
4
4
9
9
99
10
10
TableofContents
©2015,HCLTechnologies.ReproductionProhibited.ThisdocumentisprotectedunderCopyrightbytheAuthor,allrightsreserved.
RecentlytherehasbeenanincreaseintheusageofVLSIsolutionslikeFPGA/ASICinwirelesssystems,replac-
ingtheearlierusedDSPprocessors.NowmostoftheLayer1-PHYLayerisgettingdoneinFPGAtomeetthe
highbandwidth/throughputrequirements.ThisisbecauseDSPsavailableinthemarketarenotabletomeet
thecomplexityandtiming.AlsotheonlychoiceforDigitalIFProcessingFunctionisFPGAssincehighsampling
rateprocessingisnotpossibleinDSPs.Inthiswhitepaper,weproposenovelVLSIdesignandverification
strategiesfor4GLTE/5GLTE-Awirelesstechnologiestomeetthechallengesliketime-to-marketinemerging
wirelessmarketinthetelecom vertical.
Sl.No
1
2
3
4
5
6
77
8
9
10
11
12
13
1414
15
16
17
18
VLSI
FPGA
ASIC
DSP
LTE
LTE-ALTE-A
OFDMA
MIMO
FFT/iFFT
FEC
SV
DigitalIF
BFMBFM
GMAC
RTL
TTI
BTS
IO
VeryLargeScaleIntegration
FieldProgrammableGateArray
ApplicationSpecificIntegratedCircuit
DigitalSignalProcessors/Processing
LongTerm Evolution
LTE-AdvancedLTE-Advanced
OrthogonalFrequencyDivisionMultipleAccess
MultipleInputMultipleOutput
FastFourierTransform/InverseFastFourierTransform
ForwardErrorCorrection
System Verilog
Digitalintermediatefrequency
BusFunctionalModelBusFunctionalModel
GigaMultiplyAccumulates
RegisterTransferLevel
TransmissionTimeInterval
Basetransceiverstation
InputandOutput
FullFormAcronyms
Abstract
Abbreviations
NovelVLSIDesign&VerificationStrategiesforAdvancedWirelessTechnologies |3
©2015,HCLTechnologies.ReproductionProhibited.ThisdocumentisprotectedunderCopyrightbytheAuthor,allrightsreserved.
VLSIsolutionslikeFPGA/ASICcontinuetogainmomentum byfastreplacingtheearlierDSPprocessorsin
wirelesssystems.Thisisbecausehigh-endFPGAssupportalargenumberofembeddedDSPblocksleading
tooperationsatGMACswhoseorderofmagnitudearegreaterthantheperformanceofDSPsavailableinthe
market.ThecurrentleadingFPGAvendorsareXilinxandAltera.Forexample,Altera-StratixVGS(5SGSD8)
serieshave695KLogicElements,1050KRegisters,2567–M20KMemoryBlocksandvariableprecisionDSP
blockssupportingupto3,926-18x18multiplierswhichisequivalentto1,963DSPBlocks.Withthis,wecan
configureconfiguretonativelysupportsignalprocessingwithprecisionrangefrom 9x9to36x36includingfloat-
ing-pointimplementations[1]
.Xilinx–Vertex7serieshave2millionlogicgates,85MbblockRAMand3,600DSP
blocks[2]
.
Also,mostoftheLayer1-PHYLayerisgettingdoneinFPGAduetotheinabilityoftheavailableDSPstomeet
thehighbandwidth/throughputrequirements.FPGAsaremoresuitableforDigitalIFProcessingFunctionas
wellsincethehighsamplingrateprocessingisnotwellsupportedbytheDSPs.Thiswhitepaperproposes
novelVLSIdesignandverificationstrategiesfor4GLTE/5GLTE-Awirelesstechnologiestomeetthechallenges
liketimetomarketinemergingwirelessmarketintelecom vertical.
Timetomarketisakeyparameterwhichdeterminesthesuccessof4GLTE/5GLTE-Advancedwirelesstech-
nologiessystemsduetodemandingmarketcompulsionslikeshortlife-spanofsmartphones,tabletsand
otherdeviceswhichusethesewirelesstechnologies.ThesewirelesstechnologiesarebasedonMIMO-OFDMA
system[3]
andoptimalHW/SW partitioningforsuchMIMO-OFDMAsystem[4]
.TheHW portionofMIMO-OFDMA
needstobeimplementedonFPGA/ASICsusingVLSIdesign,developmentandverificationtechniques.The
gatecomplexityofthesedesignsisveryhighoftheorderof10Milliongates.Inthiswhitepaper,wepropose
somesomenovelVLSIdesign&verificationstrategiestomeetthetimetomarketrequirementforsuchhighcom-
plexityMIMO-OFDMAbasednextgenerationwirelesssystemsaslistedbelow.
Adoptingsystem leveldesignmethodology,insteadofbehavioralleveldesignmethodologyto
developFPGAprototype(proto)
AdoptingadvancedverificationtechniquesinPre-Silicon(Pre-Si)verificationinsteadofsimpleFile
I/Obasedtechnique
FPGAprototypinginparalleltoASICdevelopment
Post-siliconvalidationonFPGAprotoinparalleltoPre-Siverification
Markettrend/Challenges
Solution
NovelVLSIDesign&VerificationStrategiesforAdvancedWirelessTechnologies |4
©2015,HCLTechnologies.ReproductionProhibited.ThisdocumentisprotectedunderCopyrightbytheAuthor,allrightsreserved.
Thetraditionaldesignmethodologytoimplementthedigitalsignalprocessing(DSP)blocksinFPGA/ASIC
isbyusingbehaviorallevelofRTLcoding,whichisverytimeconsumingprocesstodeveloptheDSPblocks.
ItalsorequireshighlyskilledDSPexpertsanddesignengineersforimplementation.Eventhiscoding
methodologyactuallyevolvedfrom,switchlevelgateleveldataflow behaviorallevelabstractionof
hardwaredescriptionlanguage(HDL)developmentasdesigncomplexitybecamemorecomplexinthe
orderof10/100/1000/10000gatesrespectively.Asperthecurrentindustrytrends,behaviorallevelofRTL
codingcodingusedasthegatecomplexityismorethan10,000gateswhichisgenerallyreferredtoasVLSIdesign.
However,4G/5Gwirelesstechnologynecessitatesveryhighdesigncomplexityoftheorderof10Million
gates,hencetodevelopthesesystem onemorelevelofabstractioni.e.system levelofabstractionis
requiredintermsoftimetomarket,easytodesign,verificationandvalidation.
1.System LevelDesignMethodology
1.1TraditionalDesignMethodology
ForhighlycomplexsystemslikeBaseStations(BTS)for4G/5Gdevelopmentsystem,before goingtothe
ASICchipsetdevelopment,FPGAprototypingisnecessaryforproofofconcept.CurrentleadingFPGA
vendors,bothXilinxandAltera,provideaplatform forsystem leveldesign.
Altera-Altera-Qsys&MegacoreGUItool[1]
,haveDSP&IOinterfacefunctionlikeFFT/iFFT,FECblocks,Filters,CPRI,
Ethernet,DMA,RAM/ROM,FIFO,Arbiter,SerDes,PLLetc.Basicallyallthesystem designcomponentsare
availableintheAlteratoolitselfandthesecomponentsareeasilyinterconnectedwithAlteraproperty
interfacelikeAvalon®
–ST(streaming)andMM (MemoryMapped)interface.Byproperlyconfiguringand
interfacingthesereadymadeblocks(GUIbaseddraganddrop)inQsysdesignsystem console,wecan
easilybuildourownsystem andthiskindofdesignmethodologyisreferredassystem leveldesignmeth-
odology.odology.SomeDSPblockslikeTurbo/LDPCdecodersmaynotbeavailableintheAltera-Qsyslibrary,for
thisblockwecangeneratethedesignandtestbenchHDLcodeoutputfrom MATLABHDLCoder™tool
whichneedstobeusedinconjunctionwithMATLABSimulinktool.WecanmanuallywritetheHDL
wrapperandintegratewithQsyscomponentwhichisverylesstimeconsumingprocess.
Xilinx-Vivado™[2]
,designsuiteprovidesthecompleteSOCdesignplatform.Mostofthesystem design
modulesareavailableintheXilinxSmartCore™andLogiCORE™IPtoolitself.RTLcodeofDSPblockslike
turboencoder/decodercanbegeneratedfrom theVivadoHigh-LevelSynthesis(HLS)tool,whichconverts
theC/C++/System CdesigntoRTLdesign.EventhoughtheRTLcodeobtainedfrom thetool,itwillbe
betteroptimizedthanhandwrittenHDLcode.VivadoIPIntegratortoolprovidesGUIbasedplugandplay
componentswhichisinterconnectedbyAXIinterface,apartfrom thatFPGAitselfhavetheARMprocessor
whichwillprovidemoreelegantsolutions.
1.2System LevelDesignMethodology
NovelVLSIDesign&VerificationStrategiesforAdvancedWirelessTechnologies |5
©2015,HCLTechnologies.ReproductionProhibited.ThisdocumentisprotectedunderCopyrightbytheAuthor,allrightsreserved.
Thebenefitsofsystem leveldesignmethodologyare:
Hencethesystem leveldesignmethodologyiswellpredictableandthebestengineeringapproachfor
highlycomplexsystemslike 4G/5Gtechnologiesastheabovebenefitsleadtoquicktimetomarketsolu-
tions.
Reductioninthedesigncycletimedrastically
Reductioninthedesignengineerheadcount
Theseblocksareverifiedandvalidated,hencelowrisk
QuickFPGAprototyping,whichisproofofconceptforanynewsystem designidea/approach.
Lowcostproduct
2.AdvancedPre-SiVerificationStrategies
TheinputtestvectorsandexpectedoutputtestvectorsaregeneratedbyusingDSPalgorithmsreference
Matlab/Cmodel.BitaccuracycheckerinSystem VerilogcomparestheRTLblockoutputVsexpectedresult
andthisissimpleverificationmethodology.Thisstrategymaynotbeenoughtotestallthecornercases
andstresstestingofhighlycomplexsystem like4G/5Gwirelesssystems.
Figure1:TraditionVerificationStrategy
2.1TraditionalVerificationStrategy-FileI/OMethod
NovelVLSIDesign&VerificationStrategiesforAdvancedWirelessTechnologies |6
©2015,HCLTechnologies.ReproductionProhibited.ThisdocumentisprotectedunderCopyrightbytheAuthor,allrightsreserved.
InthisstrategyCmodeloftheDSPalgorithm needstobeintegratedwithSystem VerilogbyusingDPI
(DirectProgrammingInterface)techniqueortheMATLABmodeloftheDSPalgorithm needstobeinte-
gratedwithEDAsimulatorlinktool.Withthismethodology,wecangeneratethetestvectorontheflyand
wecanperform theconstrainedrandom unit/integration/regressionverificationmoreefficiently.Wecan
alsoverifythemagnitudeandphaseplotsagainsttheMATLABmodelautomatically.Aspartoftheregres-
sionverificationforfilters,functionaltestingisdonewiththefollowingtypeofinputvectors,impulse(for
latencyandgroupdelay),sine,stepforgain,multitoneandrandom vectors.
Figure2:AdvancedVerificationStrategy
2.2AdvancedVerificationStrategyusingC/MATLABreferencemodel
FPGAprototypeplatform isproofofconceptfortheideaanditisusefulforfunctionalvalidationhowever
withlower/reducedthroughputlevelsinceFPGAdesignrunsatlowerclockfrequencycomparedtoASIC.
TheadvantagesofFPGAproto-typingare:
DUT
Checker
(SV)
TestInput
Generation
(SV)
SVWrapper
(DP)
CCode
RealTimeWorkshop
(MatlabtoCconversion)
(Embedded)Matlab
FixedPointToolbox
SignalProcessing
Toolbox
System VerilogTest
Environment
ReferenceModel
(CCode)
3.FPGAPrototyping
NovelVLSIDesign&VerificationStrategiesforAdvancedWirelessTechnologies |7
©2015,HCLTechnologies.ReproductionProhibited.ThisdocumentisprotectedunderCopyrightbytheAuthor,allrightsreserved.
FPGAprototypingplatform helpfultovalidatethedriver-software.
Real/actualdatacanbeinjectedintothedesign,bywhichwecanidentifythemetastabilityissues,
simulationandsynthesismismatch.
RealHardware(CPRIandSerDes)canbevalidatedintheFPGAwhichwillbringupthefunctional
modelissues,ifany.
WeWecantestallpossiblerandom patterntestsequencegenerationinperiodicinterval(dai-
ly/weekly)tovalidateallthefeaturesoftheSOC.
Memorysize
Functionalvalidationunderextremethermalconditionsbyintensivelyheating
TimingandVoltageparametervalidation
Signalintegritytesttovalidatethecriticalsignalslikereset,clock,controlsignals,etc.,
ATPG(AutomaticTestPatternGeneration)whichwillinjectthetestvectorsintothechip
Hardwareinterfacetestlikeboarddiagnostictest-sanitycheck,poweredsignaltest
FrequencyclockmargintestFrequencyclockmargintest
LowVoltageVsLow/HighTemperaturetestandviceversa
Eyediagram,Timingmargin,Rise/Falltime,Jitter,BER–BitErrorRatiomeasurementtest
LoopbacktesttovalidatetheprotocollikeCPRI,Ethernet,etc.
Poweronresettest
NoiseImmunitytesttovalidatethenoisemargin
4.Post-SiliconValidation
PostSiliconValidationneedstobeperformedtogetherbymanufactureranddesignteam.Inthismethod-
ologywecantestallchipIOswithfullthroughput,whichwillverifyalltheDSPblocksthroughput,arbiter
speedandbus/bridgefunctionality.InFPGAproto-typingwewillhavethelimitationofspeedwhichwill
notbethereinpost-siliconvalidation.Wecanvalidatethefollowingfeaturesinpost-siliconvalidation:
Figure3:PostSiliconValidationStrategy
Chipset
(FPGA/ASIC-SOC)
PC
(Windows/LinuxPlatform)
ValidationEnvironment
TestGenerationHardware
(AutomaticTestingMachine)
NovelVLSIDesign&VerificationStrategiesforAdvancedWirelessTechnologies |8
©2015,HCLTechnologies.ReproductionProhibited.ThisdocumentisprotectedunderCopyrightbytheAuthor,allrightsreserved.
BestPractices
CommonIssues
Conclusion
Whentheproposeddesignandverificationstrategiesareadoptedcomparedtoothertraditionalstrate-
gies,therewillbedefinitebenefitsinthefollowing
1.Meetingthetiming:Itmeanssatisfyingthereal-timeprocessingrequirementsspecifiedinthe
standardwhichisTTIof1msforLTE.
2.Reliability:Sincetheproposedstrategiesensurereliabilitybymorethanonemeans,likepost-silicon
validationinadditiontopre-siverification,theoutcomeofthesestrategieswouldbehighlyreliable.
3.Scalability:Asthestandardsevolvemorefeatureswouldgetadoptedandduetoscalablenatureof
ourproposedstrategiesitcanbeeasilyadoptedfornewerversionsofthestandards.
4.TimetoMarket:4.TimetoMarket:Alltheproposedtechniques,ifusedeffectively,willgetadefiniteadvantageintimeto
marketcomparedtotraditionalstrategiesparticularlytheparallelpost-siliconvalidationonproto.
Althoughtheproposedstrategieshavedefinitebenefits,someofthechallengesintheproposedsolutions
maybe:
TheproposedVLSIdesign,verificationandvalidationstrategyisdefinitelyagoodapproachforLTE/LTE-A
Layer-1developmentascomparedtothetraditionalapproaches.Thissolutiongivesanedgeintimeto
marketwiththeflexibilityandrapidprototypingcapabilities,whichisacriticalparameterin4GLTE/5G
LTE-Advancedwirelesstechnologiessystemsduetotheshortlifespansofthedeviceswhichusethem.The
proposedstrategyalsoprovidesadditionalbenefitsofmeetingthetiming,reliabilityandscalability.
1.Requiresachangeinmindsetoftheengineerstoadapttheproposedstrategiescomparedtotradi
tionalstrategies
2.Toolcostforadoptingsomeoftheproposedstrategiesishighercomparedtotraditionalstrategies
NovelVLSIDesign&VerificationStrategiesforAdvancedWirelessTechnologies |9
Formoredetailscontact:ers.info@hcl.com
Followusontwitter:http://twitter.com/hclersand
Ourbloghttp://www.hcltech.com/blogs/engineering-and-rd-services
Visitourwebsite:http://www.hcltech.com/engineering-rd-services
Hello,I’m from HCL’sEngineeringandR&DServices.Weenabletechnologyledorganizationstogotomarketwithinnovativeproducts
andsolutions.Wepatnerwithourcustomersinbuildingworldclassproductsandcreatingassociatedsolutiondeliveryecosystems
to help bringmarketleadership.Wedevelop engineeringproducts,solutionsand platformsacrossAerospaceand Defense,
Automotive,ConsumerElectronics,Software,Online,IndustrialManufacturing,MedicalDevices,NetworkingandTelecom,Office
Automation,SemiconductorandServers&Storageforourcustomers.
ThiswhitepaperispublishedbyHCLEngineeringandR&DServices.
Theviewsandopinionsinthisarticleareforinformationalpurposesonlyandshouldnotbeconsideredasasubstituteforprofessional
businessadvice.TheusehereinofanytrademarksisnotanassertionofownershipofsuchtrademarksbyHCLnorintendedtoimply
anyassociationbetweenHCLandlawfulownersofsuchtrademarks.
FormoreinformationaboutHCLEngineeringandR&DServices,
Pleasevisithttp://www.hcltech.com/engineering-rd-services
Copyright@ HCCopyright@ HCLTechnologies
Allrightsreserved.
CSaminathan
HCLEngineeringandR&DServices
GSangeet
HCLEngineeringandR&DServices
DrGVRangaraj
HCLEngineeringandR&DServices
Reference
AuthorInfo
1.AlteraFPGAandTools-http://www.altera.com
2.XilinxFPGAandTools-http://www.xilinx.com
3.3GPPLTEStandards:TS36.201,TS36.211&TS36.212
http://www.3gpp.org/ftp/Specs/html-info/36201.htm
http://www.3gpp.org/ftp/Specs/html-info/36211.htm
http://www.3gpp.org/ftp/Specs/html-info/36212.htm
4.Altera’sWhitepaperonDSP-FPGASystemPartitioningforMIMO-OFDMAWirelessBasestations,October20074.Altera’sWhitepaperonDSP-FPGASystemPartitioningforMIMO-OFDMAWirelessBasestations,October2007
AdoptingthePairwiseTestDesignTechniquetoOptimizePrinterDriverTestCoverage |10

Weitere ähnliche Inhalte

Ähnlich wie Novel VLSI Design & Verification Strategies for Advanced Wireless Technologies

Ähnlich wie Novel VLSI Design & Verification Strategies for Advanced Wireless Technologies (20)

Profibus International and basics of Profibus and Profinet - Mark Freeman
Profibus International and basics of Profibus and Profinet - Mark FreemanProfibus International and basics of Profibus and Profinet - Mark Freeman
Profibus International and basics of Profibus and Profinet - Mark Freeman
 
SD WAN
SD WANSD WAN
SD WAN
 
SDWAN - Software defined WAN
SDWAN - Software defined WANSDWAN - Software defined WAN
SDWAN - Software defined WAN
 
SD WAN
SD WANSD WAN
SD WAN
 
Presentation of Authzforce project, OWcon'19, June 12-13, 2019, Paris.
Presentation of Authzforce project, OWcon'19, June 12-13, 2019, Paris. Presentation of Authzforce project, OWcon'19, June 12-13, 2019, Paris.
Presentation of Authzforce project, OWcon'19, June 12-13, 2019, Paris.
 
VoIP 101 White Paper
VoIP 101 White PaperVoIP 101 White Paper
VoIP 101 White Paper
 
NFV evolution towards 5G
NFV evolution towards 5GNFV evolution towards 5G
NFV evolution towards 5G
 
Adressing IPv6 strategy
Adressing IPv6 strategyAdressing IPv6 strategy
Adressing IPv6 strategy
 
Conference on Adaptive Hardware and Systems (AHS'14) - The FlexTiles Embedded...
Conference on Adaptive Hardware and Systems (AHS'14) - The FlexTiles Embedded...Conference on Adaptive Hardware and Systems (AHS'14) - The FlexTiles Embedded...
Conference on Adaptive Hardware and Systems (AHS'14) - The FlexTiles Embedded...
 
Live Streaming over P2PSIP
Live Streaming over P2PSIPLive Streaming over P2PSIP
Live Streaming over P2PSIP
 
Sharon’ Besser, Net Optics VP of Technology, Net Optics, discusses Lawful Int...
Sharon’ Besser, Net Optics VP of Technology, Net Optics, discusses Lawful Int...Sharon’ Besser, Net Optics VP of Technology, Net Optics, discusses Lawful Int...
Sharon’ Besser, Net Optics VP of Technology, Net Optics, discusses Lawful Int...
 
Public Internet WAN
Public Internet WANPublic Internet WAN
Public Internet WAN
 
Challenges opportunities 2017 onwards v5.0.
Challenges opportunities 2017   onwards v5.0.Challenges opportunities 2017   onwards v5.0.
Challenges opportunities 2017 onwards v5.0.
 
Why SD-WAN as it Moves to Mainstream Adoption?
Why SD-WAN as it Moves to Mainstream Adoption?Why SD-WAN as it Moves to Mainstream Adoption?
Why SD-WAN as it Moves to Mainstream Adoption?
 
Summit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - Cavium
Summit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - CaviumSummit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - Cavium
Summit 16: ARM Mini-Summit - Efficient NFV solutions for Cloud and Edge - Cavium
 
Текущее состояние рынка SDN/NFV и Huawei на нём. Взгляд с трех основных напра...
Текущее состояние рынка SDN/NFV и Huawei на нём. Взгляд с трех основных напра...Текущее состояние рынка SDN/NFV и Huawei на нём. Взгляд с трех основных напра...
Текущее состояние рынка SDN/NFV и Huawei на нём. Взгляд с трех основных напра...
 
Summit 16: Keynote: Huawei - Road to All- Cloud Carrier Network
Summit 16: Keynote: Huawei - Road to All- Cloud Carrier NetworkSummit 16: Keynote: Huawei - Road to All- Cloud Carrier Network
Summit 16: Keynote: Huawei - Road to All- Cloud Carrier Network
 
NFV & Openstack
NFV & OpenstackNFV & Openstack
NFV & Openstack
 
Digitizing your factory the open source way
Digitizing your factory the open source wayDigitizing your factory the open source way
Digitizing your factory the open source way
 
Cisco Connect Halifax 2018 Cisco dna - network intuitive
Cisco Connect Halifax 2018   Cisco dna - network intuitiveCisco Connect Halifax 2018   Cisco dna - network intuitive
Cisco Connect Halifax 2018 Cisco dna - network intuitive
 

Mehr von HCL Technologies

Mehr von HCL Technologies (20)

Emergence of ITOA: An Evolution in IT Monitoring and Management
Emergence of ITOA: An Evolution in IT Monitoring and ManagementEmergence of ITOA: An Evolution in IT Monitoring and Management
Emergence of ITOA: An Evolution in IT Monitoring and Management
 
USING FACTORY DESIGN PATTERNS IN MAP REDUCE DESIGN FOR BIG DATA ANALYTICS
USING FACTORY DESIGN PATTERNS IN MAP REDUCE DESIGN FOR BIG DATA ANALYTICSUSING FACTORY DESIGN PATTERNS IN MAP REDUCE DESIGN FOR BIG DATA ANALYTICS
USING FACTORY DESIGN PATTERNS IN MAP REDUCE DESIGN FOR BIG DATA ANALYTICS
 
HCL HELPS A US BASED WIRELINE TELECOM OPERATOR FOR BETTER LEAD-TO-CASH AND TH...
HCL HELPS A US BASED WIRELINE TELECOM OPERATOR FOR BETTER LEAD-TO-CASH AND TH...HCL HELPS A US BASED WIRELINE TELECOM OPERATOR FOR BETTER LEAD-TO-CASH AND TH...
HCL HELPS A US BASED WIRELINE TELECOM OPERATOR FOR BETTER LEAD-TO-CASH AND TH...
 
HCL HELPS A LEADING US TELECOM PROTECT ITS MARKET SHARE AND MAINTAIN HIGH LEV...
HCL HELPS A LEADING US TELECOM PROTECT ITS MARKET SHARE AND MAINTAIN HIGH LEV...HCL HELPS A LEADING US TELECOM PROTECT ITS MARKET SHARE AND MAINTAIN HIGH LEV...
HCL HELPS A LEADING US TELECOM PROTECT ITS MARKET SHARE AND MAINTAIN HIGH LEV...
 
Noise Control of Vacuum Cleaners
Noise Control of Vacuum CleanersNoise Control of Vacuum Cleaners
Noise Control of Vacuum Cleaners
 
Comply
Comply Comply
Comply
 
Cost-effective Video Analytics in Smart Cities
Cost-effective Video Analytics in Smart CitiesCost-effective Video Analytics in Smart Cities
Cost-effective Video Analytics in Smart Cities
 
A novel approach towards a Smarter DSLR Camera
A novel approach towards a Smarter DSLR CameraA novel approach towards a Smarter DSLR Camera
A novel approach towards a Smarter DSLR Camera
 
Security framework for connected devices
Security framework for connected devicesSecurity framework for connected devices
Security framework for connected devices
 
Connected Cars - Use Cases for Indian Scenario
Connected Cars - Use Cases for Indian ScenarioConnected Cars - Use Cases for Indian Scenario
Connected Cars - Use Cases for Indian Scenario
 
A Sigh of Relief for Patients with Chronic Diseases
A Sigh of Relief for Patients with Chronic DiseasesA Sigh of Relief for Patients with Chronic Diseases
A Sigh of Relief for Patients with Chronic Diseases
 
Painting a Social & Mobile Picture in Real Time
Painting a Social & Mobile Picture in Real TimePainting a Social & Mobile Picture in Real Time
Painting a Social & Mobile Picture in Real Time
 
A Novel Design Approach for Electronic Equipment - FEA Based Methodology
A Novel Design Approach for Electronic Equipment - FEA Based MethodologyA Novel Design Approach for Electronic Equipment - FEA Based Methodology
A Novel Design Approach for Electronic Equipment - FEA Based Methodology
 
Intrusion Detection System (IDS)
Intrusion Detection System (IDS)Intrusion Detection System (IDS)
Intrusion Detection System (IDS)
 
Manufacturing Automation and Digitization
Manufacturing Automation and DigitizationManufacturing Automation and Digitization
Manufacturing Automation and Digitization
 
Managing Customer Care in Digital
Managing Customer Care in DigitalManaging Customer Care in Digital
Managing Customer Care in Digital
 
Digital Customer Care Solutions, Smart Customer Care Solutions, Next Gen Cust...
Digital Customer Care Solutions, Smart Customer Care Solutions, Next Gen Cust...Digital Customer Care Solutions, Smart Customer Care Solutions, Next Gen Cust...
Digital Customer Care Solutions, Smart Customer Care Solutions, Next Gen Cust...
 
The Internet of Things. Wharton Guest Lecture by Sandeep Kishore – Corporate ...
The Internet of Things. Wharton Guest Lecture by Sandeep Kishore – Corporate ...The Internet of Things. Wharton Guest Lecture by Sandeep Kishore – Corporate ...
The Internet of Things. Wharton Guest Lecture by Sandeep Kishore – Corporate ...
 
Be Digital or Be Extinct. Wharton Guest Lecture by Sandeep Kishore – Corporat...
Be Digital or Be Extinct. Wharton Guest Lecture by Sandeep Kishore – Corporat...Be Digital or Be Extinct. Wharton Guest Lecture by Sandeep Kishore – Corporat...
Be Digital or Be Extinct. Wharton Guest Lecture by Sandeep Kishore – Corporat...
 
Transform and Modernize -UK's leading specialists in Pension and Employee Ben...
Transform and Modernize -UK's leading specialists in Pension and Employee Ben...Transform and Modernize -UK's leading specialists in Pension and Employee Ben...
Transform and Modernize -UK's leading specialists in Pension and Employee Ben...
 

Kürzlich hochgeladen

Mckinsey foundation level Handbook for Viewing
Mckinsey foundation level Handbook for ViewingMckinsey foundation level Handbook for Viewing
Mckinsey foundation level Handbook for Viewing
Nauman Safdar
 
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan CytotecJual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
ZurliaSoop
 
Challenges and Opportunities: A Qualitative Study on Tax Compliance in Pakistan
Challenges and Opportunities: A Qualitative Study on Tax Compliance in PakistanChallenges and Opportunities: A Qualitative Study on Tax Compliance in Pakistan
Challenges and Opportunities: A Qualitative Study on Tax Compliance in Pakistan
vineshkumarsajnani12
 

Kürzlich hochgeladen (20)

Chennai Call Gril 80022//12248 Only For Sex And High Profile Best Gril Sex Av...
Chennai Call Gril 80022//12248 Only For Sex And High Profile Best Gril Sex Av...Chennai Call Gril 80022//12248 Only For Sex And High Profile Best Gril Sex Av...
Chennai Call Gril 80022//12248 Only For Sex And High Profile Best Gril Sex Av...
 
Mckinsey foundation level Handbook for Viewing
Mckinsey foundation level Handbook for ViewingMckinsey foundation level Handbook for Viewing
Mckinsey foundation level Handbook for Viewing
 
JAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR ESCORTS
JAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR  ESCORTSJAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR  ESCORTS
JAJPUR CALL GIRL ❤ 82729*64427❤ CALL GIRLS IN JAJPUR ESCORTS
 
Falcon Invoice Discounting: Empowering Your Business Growth
Falcon Invoice Discounting: Empowering Your Business GrowthFalcon Invoice Discounting: Empowering Your Business Growth
Falcon Invoice Discounting: Empowering Your Business Growth
 
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 MonthsSEO Case Study: How I Increased SEO Traffic & Ranking by 50-60%  in 6 Months
SEO Case Study: How I Increased SEO Traffic & Ranking by 50-60% in 6 Months
 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League City
 
Lucknow Housewife Escorts by Sexy Bhabhi Service 8250092165
Lucknow Housewife Escorts  by Sexy Bhabhi Service 8250092165Lucknow Housewife Escorts  by Sexy Bhabhi Service 8250092165
Lucknow Housewife Escorts by Sexy Bhabhi Service 8250092165
 
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan CytotecJual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
Jual Obat Aborsi ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan Cytotec
 
Putting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptxPutting the SPARK into Virtual Training.pptx
Putting the SPARK into Virtual Training.pptx
 
Kalyan Call Girl 98350*37198 Call Girls in Escort service book now
Kalyan Call Girl 98350*37198 Call Girls in Escort service book nowKalyan Call Girl 98350*37198 Call Girls in Escort service book now
Kalyan Call Girl 98350*37198 Call Girls in Escort service book now
 
Challenges and Opportunities: A Qualitative Study on Tax Compliance in Pakistan
Challenges and Opportunities: A Qualitative Study on Tax Compliance in PakistanChallenges and Opportunities: A Qualitative Study on Tax Compliance in Pakistan
Challenges and Opportunities: A Qualitative Study on Tax Compliance in Pakistan
 
PHX May 2024 Corporate Presentation Final
PHX May 2024 Corporate Presentation FinalPHX May 2024 Corporate Presentation Final
PHX May 2024 Corporate Presentation Final
 
New 2024 Cannabis Edibles Investor Pitch Deck Template
New 2024 Cannabis Edibles Investor Pitch Deck TemplateNew 2024 Cannabis Edibles Investor Pitch Deck Template
New 2024 Cannabis Edibles Investor Pitch Deck Template
 
Phases of Negotiation .pptx
 Phases of Negotiation .pptx Phases of Negotiation .pptx
Phases of Negotiation .pptx
 
Berhampur 70918*19311 CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDING
Berhampur 70918*19311 CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDINGBerhampur 70918*19311 CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDING
Berhampur 70918*19311 CALL GIRLS IN ESCORT SERVICE WE ARE PROVIDING
 
Getting Real with AI - Columbus DAW - May 2024 - Nick Woo from AlignAI
Getting Real with AI - Columbus DAW - May 2024 - Nick Woo from AlignAIGetting Real with AI - Columbus DAW - May 2024 - Nick Woo from AlignAI
Getting Real with AI - Columbus DAW - May 2024 - Nick Woo from AlignAI
 
Nashik Call Girl Just Call 7091819311 Top Class Call Girl Service Available
Nashik Call Girl Just Call 7091819311 Top Class Call Girl Service AvailableNashik Call Girl Just Call 7091819311 Top Class Call Girl Service Available
Nashik Call Girl Just Call 7091819311 Top Class Call Girl Service Available
 
HomeRoots Pitch Deck | Investor Insights | April 2024
HomeRoots Pitch Deck | Investor Insights | April 2024HomeRoots Pitch Deck | Investor Insights | April 2024
HomeRoots Pitch Deck | Investor Insights | April 2024
 
CROSS CULTURAL NEGOTIATION BY PANMISEM NS
CROSS CULTURAL NEGOTIATION BY PANMISEM NSCROSS CULTURAL NEGOTIATION BY PANMISEM NS
CROSS CULTURAL NEGOTIATION BY PANMISEM NS
 
Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1Katrina Personal Brand Project and portfolio 1
Katrina Personal Brand Project and portfolio 1
 

Novel VLSI Design & Verification Strategies for Advanced Wireless Technologies