SlideShare a Scribd company logo
1 of 1
STOCHASTIC DECISION MAKING FOR ADAPTIVE CROWDSOURCING
IN MEDICAL BIG-DATA PLATFORMS
ABSTRACT
This paper proposes two novel algorithms for adaptive crowdsourcing in 60-GHz medical
imaging big-data platforms, namely, a max-weight scheduling algorithm for medical cloud
platforms and a stochastic decision-making algorithm for distributed power-and-latency-aware
dynamic buffer management in medical devices. In the first algorithm, medical cloud platforms
perform a joint queue-backlog and rate-aware scheduling decisions for matching deployed access
points (APs) and medical users where APs are eventually connected to medical clouds. In the
second algorithm, each scheduled medical device computes the amounts of power allocation to
upload its own medical data to medical big-data clouds with stochastic decision making
considering joint energy-efficiency and buffer stability optimization. Through extensive
simulations, the proposed algorithms are shown to achieve the desired results.

More Related Content

Viewers also liked

TOWARD TRANSPARENT COEXISTENCE FOR MULTIHOP SECONDARY COGNITIVE RADIO NETWORKS
TOWARD TRANSPARENT COEXISTENCE FOR MULTIHOP SECONDARY COGNITIVE RADIO NETWORKSTOWARD TRANSPARENT COEXISTENCE FOR MULTIHOP SECONDARY COGNITIVE RADIO NETWORKS
TOWARD TRANSPARENT COEXISTENCE FOR MULTIHOP SECONDARY COGNITIVE RADIO NETWORKSI3E Technologies
 
PANDA: PUBLIC AUDITING FOR SHARED DATA WITH EFFICIENT USER REVOCATION IN THE ...
PANDA: PUBLIC AUDITING FOR SHARED DATA WITH EFFICIENT USER REVOCATION IN THE ...PANDA: PUBLIC AUDITING FOR SHARED DATA WITH EFFICIENT USER REVOCATION IN THE ...
PANDA: PUBLIC AUDITING FOR SHARED DATA WITH EFFICIENT USER REVOCATION IN THE ...I3E Technologies
 
SECURITY OPTIMIZATION OF DYNAMIC NETWORKS WITH PROBABILISTIC GRAPH MODELING A...
SECURITY OPTIMIZATION OF DYNAMIC NETWORKS WITH PROBABILISTIC GRAPH MODELING A...SECURITY OPTIMIZATION OF DYNAMIC NETWORKS WITH PROBABILISTIC GRAPH MODELING A...
SECURITY OPTIMIZATION OF DYNAMIC NETWORKS WITH PROBABILISTIC GRAPH MODELING A...I3E Technologies
 
SECURE OPTIMIZATION COMPUTATION OUTSOURCING IN CLOUD COMPUTING: A CASE STUDY ...
SECURE OPTIMIZATION COMPUTATION OUTSOURCING IN CLOUD COMPUTING: A CASE STUDY ...SECURE OPTIMIZATION COMPUTATION OUTSOURCING IN CLOUD COMPUTING: A CASE STUDY ...
SECURE OPTIMIZATION COMPUTATION OUTSOURCING IN CLOUD COMPUTING: A CASE STUDY ...I3E Technologies
 
2015 2016 ieee java project titles
2015   2016 ieee java project titles2015   2016 ieee java project titles
2015 2016 ieee java project titlesI3E Technologies
 
NETWORK-BASED MODELING AND INTELLIGENT DATA MINING OF SOCIAL MEDIA FOR IMPROV...
NETWORK-BASED MODELING AND INTELLIGENT DATA MINING OF SOCIAL MEDIA FOR IMPROV...NETWORK-BASED MODELING AND INTELLIGENT DATA MINING OF SOCIAL MEDIA FOR IMPROV...
NETWORK-BASED MODELING AND INTELLIGENT DATA MINING OF SOCIAL MEDIA FOR IMPROV...I3E Technologies
 
NEURAL NETWORK-BASED MODEL DESIGN FOR SHORT-TERM LOAD FORECAST IN DISTRIBUTIO...
NEURAL NETWORK-BASED MODEL DESIGN FOR SHORT-TERM LOAD FORECAST IN DISTRIBUTIO...NEURAL NETWORK-BASED MODEL DESIGN FOR SHORT-TERM LOAD FORECAST IN DISTRIBUTIO...
NEURAL NETWORK-BASED MODEL DESIGN FOR SHORT-TERM LOAD FORECAST IN DISTRIBUTIO...I3E Technologies
 
NEURAL NETWORK-BASED MODEL PREDICTIVE CONTROL: FAULT TOLERANCE AND STABILITY
NEURAL NETWORK-BASED MODEL PREDICTIVE CONTROL: FAULT TOLERANCE AND STABILITYNEURAL NETWORK-BASED MODEL PREDICTIVE CONTROL: FAULT TOLERANCE AND STABILITY
NEURAL NETWORK-BASED MODEL PREDICTIVE CONTROL: FAULT TOLERANCE AND STABILITYI3E Technologies
 
SECRECY CAPACITY OPTIMIZATION VIA COOPERATIVE RELAYING AND JAMMING FOR WANETS
SECRECY CAPACITY OPTIMIZATION VIA COOPERATIVE RELAYING AND JAMMING FOR WANETSSECRECY CAPACITY OPTIMIZATION VIA COOPERATIVE RELAYING AND JAMMING FOR WANETS
SECRECY CAPACITY OPTIMIZATION VIA COOPERATIVE RELAYING AND JAMMING FOR WANETSI3E Technologies
 
TOWARDS PRACTICAL SELF-EMBEDDING FOR JPEG-COMPRESSED DIGITAL IMAGES
TOWARDS PRACTICAL SELF-EMBEDDING FOR JPEG-COMPRESSED DIGITAL IMAGESTOWARDS PRACTICAL SELF-EMBEDDING FOR JPEG-COMPRESSED DIGITAL IMAGES
TOWARDS PRACTICAL SELF-EMBEDDING FOR JPEG-COMPRESSED DIGITAL IMAGESI3E Technologies
 
WORMHOLE ATTACK DETECTION ALGORITHMS IN WIRELESS NETWORK CODING SYSTEMS
WORMHOLE ATTACK DETECTION ALGORITHMS IN WIRELESS NETWORK CODING SYSTEMSWORMHOLE ATTACK DETECTION ALGORITHMS IN WIRELESS NETWORK CODING SYSTEMS
WORMHOLE ATTACK DETECTION ALGORITHMS IN WIRELESS NETWORK CODING SYSTEMSI3E Technologies
 
SECURE AND RELIABLE ROUTING PROTOCOLS FOR HETEROGENEOUS MULTIHOP WIRELESS NET...
SECURE AND RELIABLE ROUTING PROTOCOLS FOR HETEROGENEOUS MULTIHOP WIRELESS NET...SECURE AND RELIABLE ROUTING PROTOCOLS FOR HETEROGENEOUS MULTIHOP WIRELESS NET...
SECURE AND RELIABLE ROUTING PROTOCOLS FOR HETEROGENEOUS MULTIHOP WIRELESS NET...I3E Technologies
 
STATISTICAL DISSEMINATION CONTROL IN LARGE MACHINE-TO-MACHINE COMMUNICATION N...
STATISTICAL DISSEMINATION CONTROL IN LARGE MACHINE-TO-MACHINE COMMUNICATION N...STATISTICAL DISSEMINATION CONTROL IN LARGE MACHINE-TO-MACHINE COMMUNICATION N...
STATISTICAL DISSEMINATION CONTROL IN LARGE MACHINE-TO-MACHINE COMMUNICATION N...I3E Technologies
 
SHARED AUTHORITY BASED PRIVACY-PRESERVING AUTHENTICATION PROTOCOL IN CLOUD CO...
SHARED AUTHORITY BASED PRIVACY-PRESERVING AUTHENTICATION PROTOCOL IN CLOUD CO...SHARED AUTHORITY BASED PRIVACY-PRESERVING AUTHENTICATION PROTOCOL IN CLOUD CO...
SHARED AUTHORITY BASED PRIVACY-PRESERVING AUTHENTICATION PROTOCOL IN CLOUD CO...I3E Technologies
 
RESEARCH DIRECTIONS FOR ENGINEERING BIG DATA ANALYTICS SOFTWARE
RESEARCH DIRECTIONS FOR ENGINEERING BIG DATA ANALYTICS SOFTWARERESEARCH DIRECTIONS FOR ENGINEERING BIG DATA ANALYTICS SOFTWARE
RESEARCH DIRECTIONS FOR ENGINEERING BIG DATA ANALYTICS SOFTWAREI3E Technologies
 
ROUTING PRESSURE: A CHANNEL-RELATED AND TRAFFIC-AWARE METRIC OF ROUTING ALGOR...
ROUTING PRESSURE: A CHANNEL-RELATED AND TRAFFIC-AWARE METRIC OF ROUTING ALGOR...ROUTING PRESSURE: A CHANNEL-RELATED AND TRAFFIC-AWARE METRIC OF ROUTING ALGOR...
ROUTING PRESSURE: A CHANNEL-RELATED AND TRAFFIC-AWARE METRIC OF ROUTING ALGOR...I3E Technologies
 
T-BROKER: A TRUST-AWARE SERVICE BROKERING SCHEME FOR MULTIPLE CLOUD COLLABORA...
T-BROKER: A TRUST-AWARE SERVICE BROKERING SCHEME FOR MULTIPLE CLOUD COLLABORA...T-BROKER: A TRUST-AWARE SERVICE BROKERING SCHEME FOR MULTIPLE CLOUD COLLABORA...
T-BROKER: A TRUST-AWARE SERVICE BROKERING SCHEME FOR MULTIPLE CLOUD COLLABORA...I3E Technologies
 
RELATIONAL COLLABORATIVE TOPIC REGRESSION FOR RECOMMENDER SYSTEMS
RELATIONAL COLLABORATIVE TOPIC REGRESSION FOR RECOMMENDER SYSTEMSRELATIONAL COLLABORATIVE TOPIC REGRESSION FOR RECOMMENDER SYSTEMS
RELATIONAL COLLABORATIVE TOPIC REGRESSION FOR RECOMMENDER SYSTEMSI3E Technologies
 
STATE-CLUSTERING BASED MULTIPLE DEEP NEURAL NETWORKS MODELING APPROACH FOR SP...
STATE-CLUSTERING BASED MULTIPLE DEEP NEURAL NETWORKS MODELING APPROACH FOR SP...STATE-CLUSTERING BASED MULTIPLE DEEP NEURAL NETWORKS MODELING APPROACH FOR SP...
STATE-CLUSTERING BASED MULTIPLE DEEP NEURAL NETWORKS MODELING APPROACH FOR SP...I3E Technologies
 

Viewers also liked (20)

TOWARD TRANSPARENT COEXISTENCE FOR MULTIHOP SECONDARY COGNITIVE RADIO NETWORKS
TOWARD TRANSPARENT COEXISTENCE FOR MULTIHOP SECONDARY COGNITIVE RADIO NETWORKSTOWARD TRANSPARENT COEXISTENCE FOR MULTIHOP SECONDARY COGNITIVE RADIO NETWORKS
TOWARD TRANSPARENT COEXISTENCE FOR MULTIHOP SECONDARY COGNITIVE RADIO NETWORKS
 
PANDA: PUBLIC AUDITING FOR SHARED DATA WITH EFFICIENT USER REVOCATION IN THE ...
PANDA: PUBLIC AUDITING FOR SHARED DATA WITH EFFICIENT USER REVOCATION IN THE ...PANDA: PUBLIC AUDITING FOR SHARED DATA WITH EFFICIENT USER REVOCATION IN THE ...
PANDA: PUBLIC AUDITING FOR SHARED DATA WITH EFFICIENT USER REVOCATION IN THE ...
 
SECURITY OPTIMIZATION OF DYNAMIC NETWORKS WITH PROBABILISTIC GRAPH MODELING A...
SECURITY OPTIMIZATION OF DYNAMIC NETWORKS WITH PROBABILISTIC GRAPH MODELING A...SECURITY OPTIMIZATION OF DYNAMIC NETWORKS WITH PROBABILISTIC GRAPH MODELING A...
SECURITY OPTIMIZATION OF DYNAMIC NETWORKS WITH PROBABILISTIC GRAPH MODELING A...
 
SECURE OPTIMIZATION COMPUTATION OUTSOURCING IN CLOUD COMPUTING: A CASE STUDY ...
SECURE OPTIMIZATION COMPUTATION OUTSOURCING IN CLOUD COMPUTING: A CASE STUDY ...SECURE OPTIMIZATION COMPUTATION OUTSOURCING IN CLOUD COMPUTING: A CASE STUDY ...
SECURE OPTIMIZATION COMPUTATION OUTSOURCING IN CLOUD COMPUTING: A CASE STUDY ...
 
Project Video
Project VideoProject Video
Project Video
 
2015 2016 ieee java project titles
2015   2016 ieee java project titles2015   2016 ieee java project titles
2015 2016 ieee java project titles
 
NETWORK-BASED MODELING AND INTELLIGENT DATA MINING OF SOCIAL MEDIA FOR IMPROV...
NETWORK-BASED MODELING AND INTELLIGENT DATA MINING OF SOCIAL MEDIA FOR IMPROV...NETWORK-BASED MODELING AND INTELLIGENT DATA MINING OF SOCIAL MEDIA FOR IMPROV...
NETWORK-BASED MODELING AND INTELLIGENT DATA MINING OF SOCIAL MEDIA FOR IMPROV...
 
NEURAL NETWORK-BASED MODEL DESIGN FOR SHORT-TERM LOAD FORECAST IN DISTRIBUTIO...
NEURAL NETWORK-BASED MODEL DESIGN FOR SHORT-TERM LOAD FORECAST IN DISTRIBUTIO...NEURAL NETWORK-BASED MODEL DESIGN FOR SHORT-TERM LOAD FORECAST IN DISTRIBUTIO...
NEURAL NETWORK-BASED MODEL DESIGN FOR SHORT-TERM LOAD FORECAST IN DISTRIBUTIO...
 
NEURAL NETWORK-BASED MODEL PREDICTIVE CONTROL: FAULT TOLERANCE AND STABILITY
NEURAL NETWORK-BASED MODEL PREDICTIVE CONTROL: FAULT TOLERANCE AND STABILITYNEURAL NETWORK-BASED MODEL PREDICTIVE CONTROL: FAULT TOLERANCE AND STABILITY
NEURAL NETWORK-BASED MODEL PREDICTIVE CONTROL: FAULT TOLERANCE AND STABILITY
 
SECRECY CAPACITY OPTIMIZATION VIA COOPERATIVE RELAYING AND JAMMING FOR WANETS
SECRECY CAPACITY OPTIMIZATION VIA COOPERATIVE RELAYING AND JAMMING FOR WANETSSECRECY CAPACITY OPTIMIZATION VIA COOPERATIVE RELAYING AND JAMMING FOR WANETS
SECRECY CAPACITY OPTIMIZATION VIA COOPERATIVE RELAYING AND JAMMING FOR WANETS
 
TOWARDS PRACTICAL SELF-EMBEDDING FOR JPEG-COMPRESSED DIGITAL IMAGES
TOWARDS PRACTICAL SELF-EMBEDDING FOR JPEG-COMPRESSED DIGITAL IMAGESTOWARDS PRACTICAL SELF-EMBEDDING FOR JPEG-COMPRESSED DIGITAL IMAGES
TOWARDS PRACTICAL SELF-EMBEDDING FOR JPEG-COMPRESSED DIGITAL IMAGES
 
WORMHOLE ATTACK DETECTION ALGORITHMS IN WIRELESS NETWORK CODING SYSTEMS
WORMHOLE ATTACK DETECTION ALGORITHMS IN WIRELESS NETWORK CODING SYSTEMSWORMHOLE ATTACK DETECTION ALGORITHMS IN WIRELESS NETWORK CODING SYSTEMS
WORMHOLE ATTACK DETECTION ALGORITHMS IN WIRELESS NETWORK CODING SYSTEMS
 
SECURE AND RELIABLE ROUTING PROTOCOLS FOR HETEROGENEOUS MULTIHOP WIRELESS NET...
SECURE AND RELIABLE ROUTING PROTOCOLS FOR HETEROGENEOUS MULTIHOP WIRELESS NET...SECURE AND RELIABLE ROUTING PROTOCOLS FOR HETEROGENEOUS MULTIHOP WIRELESS NET...
SECURE AND RELIABLE ROUTING PROTOCOLS FOR HETEROGENEOUS MULTIHOP WIRELESS NET...
 
STATISTICAL DISSEMINATION CONTROL IN LARGE MACHINE-TO-MACHINE COMMUNICATION N...
STATISTICAL DISSEMINATION CONTROL IN LARGE MACHINE-TO-MACHINE COMMUNICATION N...STATISTICAL DISSEMINATION CONTROL IN LARGE MACHINE-TO-MACHINE COMMUNICATION N...
STATISTICAL DISSEMINATION CONTROL IN LARGE MACHINE-TO-MACHINE COMMUNICATION N...
 
SHARED AUTHORITY BASED PRIVACY-PRESERVING AUTHENTICATION PROTOCOL IN CLOUD CO...
SHARED AUTHORITY BASED PRIVACY-PRESERVING AUTHENTICATION PROTOCOL IN CLOUD CO...SHARED AUTHORITY BASED PRIVACY-PRESERVING AUTHENTICATION PROTOCOL IN CLOUD CO...
SHARED AUTHORITY BASED PRIVACY-PRESERVING AUTHENTICATION PROTOCOL IN CLOUD CO...
 
RESEARCH DIRECTIONS FOR ENGINEERING BIG DATA ANALYTICS SOFTWARE
RESEARCH DIRECTIONS FOR ENGINEERING BIG DATA ANALYTICS SOFTWARERESEARCH DIRECTIONS FOR ENGINEERING BIG DATA ANALYTICS SOFTWARE
RESEARCH DIRECTIONS FOR ENGINEERING BIG DATA ANALYTICS SOFTWARE
 
ROUTING PRESSURE: A CHANNEL-RELATED AND TRAFFIC-AWARE METRIC OF ROUTING ALGOR...
ROUTING PRESSURE: A CHANNEL-RELATED AND TRAFFIC-AWARE METRIC OF ROUTING ALGOR...ROUTING PRESSURE: A CHANNEL-RELATED AND TRAFFIC-AWARE METRIC OF ROUTING ALGOR...
ROUTING PRESSURE: A CHANNEL-RELATED AND TRAFFIC-AWARE METRIC OF ROUTING ALGOR...
 
T-BROKER: A TRUST-AWARE SERVICE BROKERING SCHEME FOR MULTIPLE CLOUD COLLABORA...
T-BROKER: A TRUST-AWARE SERVICE BROKERING SCHEME FOR MULTIPLE CLOUD COLLABORA...T-BROKER: A TRUST-AWARE SERVICE BROKERING SCHEME FOR MULTIPLE CLOUD COLLABORA...
T-BROKER: A TRUST-AWARE SERVICE BROKERING SCHEME FOR MULTIPLE CLOUD COLLABORA...
 
RELATIONAL COLLABORATIVE TOPIC REGRESSION FOR RECOMMENDER SYSTEMS
RELATIONAL COLLABORATIVE TOPIC REGRESSION FOR RECOMMENDER SYSTEMSRELATIONAL COLLABORATIVE TOPIC REGRESSION FOR RECOMMENDER SYSTEMS
RELATIONAL COLLABORATIVE TOPIC REGRESSION FOR RECOMMENDER SYSTEMS
 
STATE-CLUSTERING BASED MULTIPLE DEEP NEURAL NETWORKS MODELING APPROACH FOR SP...
STATE-CLUSTERING BASED MULTIPLE DEEP NEURAL NETWORKS MODELING APPROACH FOR SP...STATE-CLUSTERING BASED MULTIPLE DEEP NEURAL NETWORKS MODELING APPROACH FOR SP...
STATE-CLUSTERING BASED MULTIPLE DEEP NEURAL NETWORKS MODELING APPROACH FOR SP...
 

Similar to STOCHASTIC DECISION MAKING FOR ADAPTIVE CROWDSOURCING IN MEDICAL BIG-DATA PLATFORMS

Energy Efficient Clustering Protocol for Wireless Sensor Networks using Parti...
Energy Efficient Clustering Protocol for Wireless Sensor Networks using Parti...Energy Efficient Clustering Protocol for Wireless Sensor Networks using Parti...
Energy Efficient Clustering Protocol for Wireless Sensor Networks using Parti...IRJET Journal
 
Medical data compression and transmission in wireless ad hoc networks
Medical data compression and transmission in wireless ad hoc networksMedical data compression and transmission in wireless ad hoc networks
Medical data compression and transmission in wireless ad hoc networksredpel dot com
 
Congestion Management using Optimal Choice and Allocation of FACTS Controllers
Congestion Management using Optimal Choice and Allocation of FACTS ControllersCongestion Management using Optimal Choice and Allocation of FACTS Controllers
Congestion Management using Optimal Choice and Allocation of FACTS Controllersidescitation
 
Using Time Series Analysis to Integrate DA FLISR and CVR Systems
Using Time Series Analysis to Integrate DA FLISR and CVR SystemsUsing Time Series Analysis to Integrate DA FLISR and CVR Systems
Using Time Series Analysis to Integrate DA FLISR and CVR SystemsPower System Operation
 
JAVA 2013 IEEE NETWORKING PROJECT Harvesting aware energy management for time...
JAVA 2013 IEEE NETWORKING PROJECT Harvesting aware energy management for time...JAVA 2013 IEEE NETWORKING PROJECT Harvesting aware energy management for time...
JAVA 2013 IEEE NETWORKING PROJECT Harvesting aware energy management for time...IEEEGLOBALSOFTTECHNOLOGIES
 
Harvesting aware energy management for time-critical wireless sensor networks
Harvesting aware energy management for time-critical wireless sensor networksHarvesting aware energy management for time-critical wireless sensor networks
Harvesting aware energy management for time-critical wireless sensor networksIEEEFINALYEARPROJECTS
 
Java harvesting-aware energy management for time-critical wireless sensor ne...
Java  harvesting-aware energy management for time-critical wireless sensor ne...Java  harvesting-aware energy management for time-critical wireless sensor ne...
Java harvesting-aware energy management for time-critical wireless sensor ne...Ecway Technologies
 
Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...Ecway Technologies
 
Java harvesting-aware energy management for time-critical wireless sensor ne...
Java  harvesting-aware energy management for time-critical wireless sensor ne...Java  harvesting-aware energy management for time-critical wireless sensor ne...
Java harvesting-aware energy management for time-critical wireless sensor ne...ecwayerode
 
Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...Ecway Technologies
 
Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...ecway
 
Sampling-Based Model Predictive Control of PV-Integrated Energy Storage Syste...
Sampling-Based Model Predictive Control of PV-Integrated Energy Storage Syste...Sampling-Based Model Predictive Control of PV-Integrated Energy Storage Syste...
Sampling-Based Model Predictive Control of PV-Integrated Energy Storage Syste...Power System Operation
 
IEEE Grid computing Title and Abstract 2016
IEEE Grid computing Title and Abstract 2016 IEEE Grid computing Title and Abstract 2016
IEEE Grid computing Title and Abstract 2016 tsysglobalsolutions
 
A Review on Optimal Location and Parameter Settings of FACTS Devices in Power...
A Review on Optimal Location and Parameter Settings of FACTS Devices in Power...A Review on Optimal Location and Parameter Settings of FACTS Devices in Power...
A Review on Optimal Location and Parameter Settings of FACTS Devices in Power...IJMTST Journal
 
Magnetic resonance imaging as a tool to assess reliability in simulating hemo...
Magnetic resonance imaging as a tool to assess reliability in simulating hemo...Magnetic resonance imaging as a tool to assess reliability in simulating hemo...
Magnetic resonance imaging as a tool to assess reliability in simulating hemo...Cardiovascular Diagnosis and Therapy (CDT)
 
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...cscpconf
 

Similar to STOCHASTIC DECISION MAKING FOR ADAPTIVE CROWDSOURCING IN MEDICAL BIG-DATA PLATFORMS (20)

ijess_paper7
ijess_paper7ijess_paper7
ijess_paper7
 
Ns2 2015 2016 titles abstract
Ns2 2015 2016 titles abstractNs2 2015 2016 titles abstract
Ns2 2015 2016 titles abstract
 
Energy Efficient Clustering Protocol for Wireless Sensor Networks using Parti...
Energy Efficient Clustering Protocol for Wireless Sensor Networks using Parti...Energy Efficient Clustering Protocol for Wireless Sensor Networks using Parti...
Energy Efficient Clustering Protocol for Wireless Sensor Networks using Parti...
 
Ns2 2015 2016 titles abstract
Ns2 2015 2016 titles abstractNs2 2015 2016 titles abstract
Ns2 2015 2016 titles abstract
 
Medical data compression and transmission in wireless ad hoc networks
Medical data compression and transmission in wireless ad hoc networksMedical data compression and transmission in wireless ad hoc networks
Medical data compression and transmission in wireless ad hoc networks
 
Congestion Management using Optimal Choice and Allocation of FACTS Controllers
Congestion Management using Optimal Choice and Allocation of FACTS ControllersCongestion Management using Optimal Choice and Allocation of FACTS Controllers
Congestion Management using Optimal Choice and Allocation of FACTS Controllers
 
ASHUTOSH BHATT DT19EEJ008 RPC JUNE22.ppt
ASHUTOSH BHATT DT19EEJ008 RPC JUNE22.pptASHUTOSH BHATT DT19EEJ008 RPC JUNE22.ppt
ASHUTOSH BHATT DT19EEJ008 RPC JUNE22.ppt
 
Using Time Series Analysis to Integrate DA FLISR and CVR Systems
Using Time Series Analysis to Integrate DA FLISR and CVR SystemsUsing Time Series Analysis to Integrate DA FLISR and CVR Systems
Using Time Series Analysis to Integrate DA FLISR and CVR Systems
 
JAVA 2013 IEEE NETWORKING PROJECT Harvesting aware energy management for time...
JAVA 2013 IEEE NETWORKING PROJECT Harvesting aware energy management for time...JAVA 2013 IEEE NETWORKING PROJECT Harvesting aware energy management for time...
JAVA 2013 IEEE NETWORKING PROJECT Harvesting aware energy management for time...
 
Harvesting aware energy management for time-critical wireless sensor networks
Harvesting aware energy management for time-critical wireless sensor networksHarvesting aware energy management for time-critical wireless sensor networks
Harvesting aware energy management for time-critical wireless sensor networks
 
Java harvesting-aware energy management for time-critical wireless sensor ne...
Java  harvesting-aware energy management for time-critical wireless sensor ne...Java  harvesting-aware energy management for time-critical wireless sensor ne...
Java harvesting-aware energy management for time-critical wireless sensor ne...
 
Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...
 
Java harvesting-aware energy management for time-critical wireless sensor ne...
Java  harvesting-aware energy management for time-critical wireless sensor ne...Java  harvesting-aware energy management for time-critical wireless sensor ne...
Java harvesting-aware energy management for time-critical wireless sensor ne...
 
Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...
 
Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...Harvesting aware energy management for time-critical wireless sensor networks...
Harvesting aware energy management for time-critical wireless sensor networks...
 
Sampling-Based Model Predictive Control of PV-Integrated Energy Storage Syste...
Sampling-Based Model Predictive Control of PV-Integrated Energy Storage Syste...Sampling-Based Model Predictive Control of PV-Integrated Energy Storage Syste...
Sampling-Based Model Predictive Control of PV-Integrated Energy Storage Syste...
 
IEEE Grid computing Title and Abstract 2016
IEEE Grid computing Title and Abstract 2016 IEEE Grid computing Title and Abstract 2016
IEEE Grid computing Title and Abstract 2016
 
A Review on Optimal Location and Parameter Settings of FACTS Devices in Power...
A Review on Optimal Location and Parameter Settings of FACTS Devices in Power...A Review on Optimal Location and Parameter Settings of FACTS Devices in Power...
A Review on Optimal Location and Parameter Settings of FACTS Devices in Power...
 
Magnetic resonance imaging as a tool to assess reliability in simulating hemo...
Magnetic resonance imaging as a tool to assess reliability in simulating hemo...Magnetic resonance imaging as a tool to assess reliability in simulating hemo...
Magnetic resonance imaging as a tool to assess reliability in simulating hemo...
 
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...
AN OPTIMIZED WEIGHT BASED CLUSTERING ALGORITHM IN HETEROGENEOUS WIRELESS SENS...
 

More from I3E Technologies

Design of a low voltage low-dropout regulator
Design of a low voltage low-dropout regulatorDesign of a low voltage low-dropout regulator
Design of a low voltage low-dropout regulatorI3E Technologies
 
An efficient constant multiplier architecture based on vertical horizontal bi...
An efficient constant multiplier architecture based on vertical horizontal bi...An efficient constant multiplier architecture based on vertical horizontal bi...
An efficient constant multiplier architecture based on vertical horizontal bi...I3E Technologies
 
Aging aware reliable multiplier design with adaptive hold logic
Aging aware reliable multiplier design with adaptive hold logicAging aware reliable multiplier design with adaptive hold logic
Aging aware reliable multiplier design with adaptive hold logicI3E Technologies
 
A high performance fir filter architecture for fixed and reconfigurable appli...
A high performance fir filter architecture for fixed and reconfigurable appli...A high performance fir filter architecture for fixed and reconfigurable appli...
A high performance fir filter architecture for fixed and reconfigurable appli...I3E Technologies
 
A generalized algorithm and reconfigurable architecture for efficient and sca...
A generalized algorithm and reconfigurable architecture for efficient and sca...A generalized algorithm and reconfigurable architecture for efficient and sca...
A generalized algorithm and reconfigurable architecture for efficient and sca...I3E Technologies
 
A combined sdc sdf architecture for normal i o pipelined radix-2 fft
A combined sdc sdf architecture for normal i o pipelined radix-2 fftA combined sdc sdf architecture for normal i o pipelined radix-2 fft
A combined sdc sdf architecture for normal i o pipelined radix-2 fftI3E Technologies
 
Reverse converter design via parallel prefix adders novel components, method...
Reverse converter design via parallel prefix adders  novel components, method...Reverse converter design via parallel prefix adders  novel components, method...
Reverse converter design via parallel prefix adders novel components, method...I3E Technologies
 
Pre encoded multipliers based on non-redundant radix-4 signed-digit encoding
Pre encoded multipliers based on non-redundant radix-4 signed-digit encodingPre encoded multipliers based on non-redundant radix-4 signed-digit encoding
Pre encoded multipliers based on non-redundant radix-4 signed-digit encodingI3E Technologies
 
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...I3E Technologies
 
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...Variable form carrier-based pwm for boost-voltage motor driver with a charge-...
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...I3E Technologies
 
Ultrasparse ac link converters
Ultrasparse ac link convertersUltrasparse ac link converters
Ultrasparse ac link convertersI3E Technologies
 
Single inductor dual-output buck–boost power factor correction converter
Single inductor dual-output buck–boost power factor correction converterSingle inductor dual-output buck–boost power factor correction converter
Single inductor dual-output buck–boost power factor correction converterI3E Technologies
 
Ripple minimization through harmonic elimination in asymmetric interleaved mu...
Ripple minimization through harmonic elimination in asymmetric interleaved mu...Ripple minimization through harmonic elimination in asymmetric interleaved mu...
Ripple minimization through harmonic elimination in asymmetric interleaved mu...I3E Technologies
 
Resonance analysis and soft switching design of isolated boost converter with...
Resonance analysis and soft switching design of isolated boost converter with...Resonance analysis and soft switching design of isolated boost converter with...
Resonance analysis and soft switching design of isolated boost converter with...I3E Technologies
 
Reliability evaluation of conventional and interleaved dc–dc boost converters
Reliability evaluation of conventional and interleaved dc–dc boost convertersReliability evaluation of conventional and interleaved dc–dc boost converters
Reliability evaluation of conventional and interleaved dc–dc boost convertersI3E Technologies
 
Power factor corrected zeta converter based improved power quality switched m...
Power factor corrected zeta converter based improved power quality switched m...Power factor corrected zeta converter based improved power quality switched m...
Power factor corrected zeta converter based improved power quality switched m...I3E Technologies
 
Pfc cuk converter fed bldc motor drive
Pfc cuk converter fed bldc motor drivePfc cuk converter fed bldc motor drive
Pfc cuk converter fed bldc motor driveI3E Technologies
 
Optimized operation of current fed dual active bridge dc dc converter for pv ...
Optimized operation of current fed dual active bridge dc dc converter for pv ...Optimized operation of current fed dual active bridge dc dc converter for pv ...
Optimized operation of current fed dual active bridge dc dc converter for pv ...I3E Technologies
 
Online variable topology type photovoltaic grid-connected inverter
Online variable topology type photovoltaic grid-connected inverterOnline variable topology type photovoltaic grid-connected inverter
Online variable topology type photovoltaic grid-connected inverterI3E Technologies
 

More from I3E Technologies (20)

Add
AddAdd
Add
 
Design of a low voltage low-dropout regulator
Design of a low voltage low-dropout regulatorDesign of a low voltage low-dropout regulator
Design of a low voltage low-dropout regulator
 
An efficient constant multiplier architecture based on vertical horizontal bi...
An efficient constant multiplier architecture based on vertical horizontal bi...An efficient constant multiplier architecture based on vertical horizontal bi...
An efficient constant multiplier architecture based on vertical horizontal bi...
 
Aging aware reliable multiplier design with adaptive hold logic
Aging aware reliable multiplier design with adaptive hold logicAging aware reliable multiplier design with adaptive hold logic
Aging aware reliable multiplier design with adaptive hold logic
 
A high performance fir filter architecture for fixed and reconfigurable appli...
A high performance fir filter architecture for fixed and reconfigurable appli...A high performance fir filter architecture for fixed and reconfigurable appli...
A high performance fir filter architecture for fixed and reconfigurable appli...
 
A generalized algorithm and reconfigurable architecture for efficient and sca...
A generalized algorithm and reconfigurable architecture for efficient and sca...A generalized algorithm and reconfigurable architecture for efficient and sca...
A generalized algorithm and reconfigurable architecture for efficient and sca...
 
A combined sdc sdf architecture for normal i o pipelined radix-2 fft
A combined sdc sdf architecture for normal i o pipelined radix-2 fftA combined sdc sdf architecture for normal i o pipelined radix-2 fft
A combined sdc sdf architecture for normal i o pipelined radix-2 fft
 
Reverse converter design via parallel prefix adders novel components, method...
Reverse converter design via parallel prefix adders  novel components, method...Reverse converter design via parallel prefix adders  novel components, method...
Reverse converter design via parallel prefix adders novel components, method...
 
Pre encoded multipliers based on non-redundant radix-4 signed-digit encoding
Pre encoded multipliers based on non-redundant radix-4 signed-digit encodingPre encoded multipliers based on non-redundant radix-4 signed-digit encoding
Pre encoded multipliers based on non-redundant radix-4 signed-digit encoding
 
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...
Energy optimized subthreshold vlsi logic family with unbalanced pull up down ...
 
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...Variable form carrier-based pwm for boost-voltage motor driver with a charge-...
Variable form carrier-based pwm for boost-voltage motor driver with a charge-...
 
Ultrasparse ac link converters
Ultrasparse ac link convertersUltrasparse ac link converters
Ultrasparse ac link converters
 
Single inductor dual-output buck–boost power factor correction converter
Single inductor dual-output buck–boost power factor correction converterSingle inductor dual-output buck–boost power factor correction converter
Single inductor dual-output buck–boost power factor correction converter
 
Ripple minimization through harmonic elimination in asymmetric interleaved mu...
Ripple minimization through harmonic elimination in asymmetric interleaved mu...Ripple minimization through harmonic elimination in asymmetric interleaved mu...
Ripple minimization through harmonic elimination in asymmetric interleaved mu...
 
Resonance analysis and soft switching design of isolated boost converter with...
Resonance analysis and soft switching design of isolated boost converter with...Resonance analysis and soft switching design of isolated boost converter with...
Resonance analysis and soft switching design of isolated boost converter with...
 
Reliability evaluation of conventional and interleaved dc–dc boost converters
Reliability evaluation of conventional and interleaved dc–dc boost convertersReliability evaluation of conventional and interleaved dc–dc boost converters
Reliability evaluation of conventional and interleaved dc–dc boost converters
 
Power factor corrected zeta converter based improved power quality switched m...
Power factor corrected zeta converter based improved power quality switched m...Power factor corrected zeta converter based improved power quality switched m...
Power factor corrected zeta converter based improved power quality switched m...
 
Pfc cuk converter fed bldc motor drive
Pfc cuk converter fed bldc motor drivePfc cuk converter fed bldc motor drive
Pfc cuk converter fed bldc motor drive
 
Optimized operation of current fed dual active bridge dc dc converter for pv ...
Optimized operation of current fed dual active bridge dc dc converter for pv ...Optimized operation of current fed dual active bridge dc dc converter for pv ...
Optimized operation of current fed dual active bridge dc dc converter for pv ...
 
Online variable topology type photovoltaic grid-connected inverter
Online variable topology type photovoltaic grid-connected inverterOnline variable topology type photovoltaic grid-connected inverter
Online variable topology type photovoltaic grid-connected inverter
 

Recently uploaded

CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfAsst.prof M.Gokilavani
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxpurnimasatapathy1234
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZTE
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxJoão Esperancinha
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxDeepakSakkari2
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfAsst.prof M.Gokilavani
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidNikhilNagaraju
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSCAESB
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...Soham Mondal
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...VICTOR MAESTRE RAMIREZ
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130Suhani Kapoor
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.eptoze12
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...srsj9000
 

Recently uploaded (20)

CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptx
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptx
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfid
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentation
 
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptxExploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
 

STOCHASTIC DECISION MAKING FOR ADAPTIVE CROWDSOURCING IN MEDICAL BIG-DATA PLATFORMS

  • 1. STOCHASTIC DECISION MAKING FOR ADAPTIVE CROWDSOURCING IN MEDICAL BIG-DATA PLATFORMS ABSTRACT This paper proposes two novel algorithms for adaptive crowdsourcing in 60-GHz medical imaging big-data platforms, namely, a max-weight scheduling algorithm for medical cloud platforms and a stochastic decision-making algorithm for distributed power-and-latency-aware dynamic buffer management in medical devices. In the first algorithm, medical cloud platforms perform a joint queue-backlog and rate-aware scheduling decisions for matching deployed access points (APs) and medical users where APs are eventually connected to medical clouds. In the second algorithm, each scheduled medical device computes the amounts of power allocation to upload its own medical data to medical big-data clouds with stochastic decision making considering joint energy-efficiency and buffer stability optimization. Through extensive simulations, the proposed algorithms are shown to achieve the desired results.