ARCHITECTURE OF INTELLIGENT, UBIQUITOUS AND ENERGETICALLY EFFICIENT COMPUTING SYSTEMS (Q3144443): Difference between revisions
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(Created claim: summary (P836): COMPUTERS WERE INITIALLY DESIGNED TO PERFORM NUMERIC CALCULATIONS, AND AFTER SEVERAL DECADES OF EVOLUTION THEY HAVE BECOME EXTREMELY EFFICIENT IN THESE TASKS. COMPUTER SYSTEMS ARE NOW A FUNDAMENTAL PART OF MANY OF OUR ROUTINE TASKS. THESE SYSTEMS CONSIST MAINLY OF SERVERS, DESKTOP COMPUTERS, LAPTOPS, TABLETS AND SMART PHONES. However, there is an interest in exposing the use of the systems of computation to a specific enlargement of bodies as we...) |
(Changed label, description and/or aliases in en: translated_label) |
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ARCHITECTURE OF INTELLIGENT, UBIQUITOUS AND ENERGETICALLY EFFICIENT COMPUTING SYSTEMS | |||
Revision as of 14:06, 12 October 2021
Project Q3144443 in Spain
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | ARCHITECTURE OF INTELLIGENT, UBIQUITOUS AND ENERGETICALLY EFFICIENT COMPUTING SYSTEMS |
Project Q3144443 in Spain |
Statements
77,682.0 Euro
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155,364.0 Euro
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50.0 percent
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30 December 2016
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29 December 2020
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UNIVERSIDAD POLITECNICA DE CATALUÑA
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41°22'58.40"N, 2°10'38.75"E
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08019
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LOS ORDENADORES SE DISEÑARON EN SUS INICIOS PARA REALIZAR CALCULOS NUMERICOS, Y TRAS VARIAS DECADAS DE EVOLUCION HAN PASADO A SER EXTREMADAMENTE EFICIENTES EN ESTAS TAREAS. LOS SISTEMAS DE COMPUTACION SON ACTUALMENTE PARTE FUNDAMENTAL DE MUCHAS DE NUESTRAS TAREAS RUTINARIAS. ESTOS SISTEMAS CONSISTEN PRINCIPALMENTE DE SERVIDORES, ORDENADORES DE SOBREMESA, PORTATILES, TABLETAS Y TELEFONOS INTELIGENTES. SIN EMBARGO, EXISTE UN INTERES CRECIENTE EN EXPANDIR EL USO DE LOS SISTEMAS DE COMPUTACION A UN AMPLIO ESPECTRO DE ENTORNOS TALES COMO DISPOSITIVOS LLEVABLES (¿WEARABLES¿), SENSORES, ROBOTS DOMESTICOS, DISPOSITIVOS PARA CUIDAR LA SALUD, GESTIONAR LA ENERGIA, ELECTRODOMESTICOS INTELIGENTES Y ASISTENTES EN LA CONDUCCION DE VEHICULOS._x000D_ _x000D_ EN ESTOS ENTORNOS, UN NUEVO TIPO DE SERVICIOS/APLICACIONES ESTA ATRAYENDO UN INTERES CRECIENTE POR PARTE DE LOS USUARIOS. ESTAS NUEVAS APLICACIONES HARAN UN USO EXTENDIDO DE FUNCIONES RELACIONADAS CON LA INTELIGENCIA COMPUTACIONAL Y LA COMPUTACION COGNITIVA. ALGUNOS EJEMPLOS DE ESTAS FUNCIONES SON EL RECONOCIMIENTO DEL HABLA, EL PROCESAMIENTO DEL LENGUAJE NATURAL, LA VISION POR COMPUTADOR, LOS ASISTENTES PERSONALES, Y LOS SISTEMAS DE TOMA DE DECISIONES. A LOS SISTEMAS QUE PROPORCIONAN ESTAS FUNCIONALIDADES LES LLAMAMOS SISTEMAS ¿INTELIGENTES¿, YA QUE REALIZAN TAREAS QUE EMULAN LA INTELIGENCIA HUMANA. _x000D_ _x000D_ EN UN FUTURO CERCANO, PREVEMOS UNA REVOLUCION EN LA COMPUTACION QUE VENDRA DADA POR LA IMPLANTACION MASIVA DE ESTOS DISPOSITIVOS INTELIGENTES ALREDEDOR NUESTRO, EN TODO TIPO DE ENTORNOS (TRABAJO, TIEMPO LIBRE, SALUD, ETC.), SOPORTADOS POR SERVIDORES INTELIGENTES EN LA NUBE. ESTOS DISPOSITIVOS ESTARAN INTERCONECTADOS Y COLABORARAN ENTRE ELLOS PARA PROPORCIONAR NUEVAS EXPERIENCIAS DE USUARIO A TRAVES DE NUEVOS SERVICIOS QUE MEJORARAN NUESTRA CALIDAD DE VIDA Y NUESTRA ECONOMIA._x000D_ _x000D_ LAS ARQUITECTURAS CONVENCIONALES DE PROPOSITO GENERAL NO SON LAS MAS ADECUADAS PARA ESTE TIPO DE SISTEMAS YA QUE MANTIENEN LA MISMA ESTRUCTURA BASICA QUE SE DISEÑO TIEMPO ATRAS PARA PROBLEMAS NUMERICOS. EN PRINCIPIO, CUALQUIER PROBLEMA PUEDE MAPEARSE A UNA FORMULACION BASADA EN CALCULOS NUMERICOS, PERO ESTA FORMULACION PUEDE SER POCO EFICIENTE._x000D_ _x000D_ LA REVOLUCION EN COMPUTACION ESBOZADA ANTERIORMENTE REQUERIRA IMPORTANTES INNOVACIONES PARA HACERSE REALIDAD. ENTRE ELLAS, DESTACA LA NECESIDAD DE ENORMES MEJORAS EN EFICIENCIA ENERGETICA Y RENDIMIENTO._x000D_ _x000D_ ESTE PROYECTO SEGUIRA UN ENFOQUE DISRUPTIVO MEDIANTE LA INVESTIGACION EN ARQUITECTURAS NO CONVENCIONALES QUE MEJOREN LA EFICIENCIA ENERGETICA EN ORDENES DE MAGNITUD, Y AL MISMO TIEMPO APORTEN MEJORAS SUSTANCIALES EN EL RENDIMIENTO. ESTAS PLATAFORMAS UTILIZARAN DIVERSOS TIPOS DE UNIDADES ESPECIALIZADAS PARA VARIOS CAMPOS. HAREMOS ESPECIAL ENFASIS EN PROCESADORES GRAFICOS Y ARQUITECTURAS INSPIRADAS EN EL CEREBRO (E.G. REDES NEURONALES) DEBIDO A SU POTENCIAL PARA EXPLOTAR PARALELISMO MASIVO Y SU ELEVADA EFICIENCIA ENERGETICA. SE EXPLORARAN EXTENSIONES A LAS ARQUITECTURAS EXISTENTES COMBINADAS CON NUEVOS ACELERADORES ASI COMO EL USO DE ARQUITECTURAS RESILIENTES QUE PERMITAN OPERAR CON TENSIONES DE ALIMENTACION MUY BAJAS PARA MINIMIZAR EL CONSUMO DE ENERGIA SIN COMPROMETER SU FIABILIDAD. EL OBJETIVO FINAL DE ESTE PROYECTO ES IDEAR NUEVAS PLATAFORMAS QUE PROPORCIONEN NUEVAS EXPERIENCIAS A LOS USUARIOS EN LAS AREAS DE COMPUTACION COGNITIVA E INTELIGENCIA COMPUTACIONAL EN DISPOSITIVOS MOVILES TALES COMO TELEFONOS INTELIGENTES O DISPOSITIVOS LLEVABLES. (Spanish)
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COMPUTERS WERE INITIALLY DESIGNED TO PERFORM NUMERIC CALCULATIONS, AND AFTER SEVERAL DECADES OF EVOLUTION THEY HAVE BECOME EXTREMELY EFFICIENT IN THESE TASKS. COMPUTER SYSTEMS ARE NOW A FUNDAMENTAL PART OF MANY OF OUR ROUTINE TASKS. THESE SYSTEMS CONSIST MAINLY OF SERVERS, DESKTOP COMPUTERS, LAPTOPS, TABLETS AND SMART PHONES. However, there is an interest in exposing the use of the systems of computation to a specific enlargement of bodies as wearable, sensors, robotic, dispensives to care for health, managing ENERGY, INTELIGENT ELECTRODOMESTICOS AND ASSISTANCES IN THE CONDUCTION OF VEHICLES._x000D_ _x000D_ IN these environments, a new type of services/applications is attracting an interest growing by part of the users. THESE NEW APPLICATIONS WILL MAKE EXTENSIVE USE OF FUNCTIONS RELATED TO COMPUTATIONAL INTELLIGENCE AND COGNITIVE COMPUTATION. EXAMPLES OF THESE FUNCTIONS INCLUDE SPEECH RECOGNITION, NATURAL LANGUAGE PROCESSING, COMPUTER VISION, PERSONAL ASSISTANTS, AND DECISION-MAKING SYSTEMS. THE SYSTEMS THAT PROVIDE THESE FUNCTIONALITIES ARE CALLED INTELLIGENT SYSTEMS, SINCE THEY PERFORM TASKS THAT EMULATE HUMAN INTELLIGENCE. _x000D_ _x000D_ in A CERCANO FUTURE, we foresee a REVOLUTION IN THE COMPUTATION SELLED BY THE MASIVE IMPLANTATION OF THIS INTELLIGENT DISPOSITIVES Around OUR, IN ALL TYPE OF ENTORNOS (WORK, FREE TIME, HEALTH, ETC.), supported by INTELLIGENT SERVITORS IN THE NUBE. These provisions will be interconnected and collaborated in order to develop new user experiences through new services that will improve our quality of life and our economy._x000D_ _x000D_ CONVENTIONAL ARCHITECTURES OF GENERAL PROPOSITO more suitable for this type of systems and that they maintain the same basic structure that is designed time for NUMERIC PROBLEMS. In PRINCIPLE, ANY PROBLEM can be mapped to a FORMULATION BASED IN NUMERIC CALKLES, BUT THIS FORMULATION MUST BE EFFECTIVE._x000D_ _x000D_ The COMPUTION REVOLUTION outlined ANTERIORMENTly requires IMPORTANT INNOVATIONS TO BE REALITY. Between them, stresses the need for improvements in energy efficiency and yield._x000D_ _x000D_ this project will follow a disruptive approach by means of research into non-conventional ARCHITECTS that improve ENERGY efficity in MAGNITUD ORDERS, and at the same time, they bring better SUSTANCEMENTS in return. THESE PLATFORMS WILL USE DIFFERENT TYPES OF SPECIALISED UNITS FOR VARIOUS FIELDS. WE WILL MAKE SPECIAL EMPHASIS ON GRAPHIC PROCESSORS AND BRAIN-INSPIRED ARCHITECTURES (E.G. NEURAL NETWORKS) DUE TO THEIR POTENTIAL TO EXPLOIT MASSIVE PARALLELISM AND THEIR HIGH ENERGETIC EFFICIENCY. EXTENSIONS TO EXISTING ARCHITECTURES COMBINED WITH NEW ACCELERATORS WILL BE EXPLORED AS WELL AS THE USE OF RESILIENT ARCHITECTURES THAT ALLOW TO OPERATE WITH VERY LOW POWER VOLTAGES TO MINIMISE ENERGY CONSUMPTION WITHOUT COMPROMISING ITS RELIABILITY. THE ULTIMATE GOAL OF THIS PROJECT IS TO DEVISE NEW PLATFORMS THAT PROVIDE NEW EXPERIENCES TO USERS IN THE AREAS OF COGNITIVE COMPUTING AND COMPUTATIONAL INTELLIGENCE ON MOBILE DEVICES SUCH AS SMART PHONES OR WEARABLE DEVICES. (English)
12 October 2021
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Barcelona
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Identifiers
TIN2016-75344-R
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