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|MADRID Edgar Castillo USA Jersey , Jan. 3 (Xinhua) -- A late goal by Ghanaian midfielder Tomas Partey took Atletico Madrid to the top of the BBVA Primera Liga as the Spanish football season reached its midway point this weekend.
Partey's goal, which came eight minutes from time of an ugly 1-0 win at home to bottom of the table, Levante, coupled with FC Barcelona's inability to beat city rivals, Espanyol, puts Atletico two points clear at the top of the table DeAndre Yedlin USA Jersey , all be it with an extra game played.
Atletico's win was built on a solid defense and a destructive midfield and although the Atletico forwards again fired blanks, 72nd minute substitute Tomas came up with the goods following a surging run through the heart of the Levante defense.
Barcelona meanwhile were held 0-0 by neighbors, Espanyol who produced what some will call a 'gutsy' display which others would describe as 'over-physical' to keep Messi, Neymar and company at bay.
Referee Gonzalez Gonzalez, who last week gave Real Madrid two penalties which should not have been awarded, was the man in charge of the game and although he showed Espanyol five yellow cards he could have shown more as they broke up Barca's football with a continued series of fouls.
Nevertheless Dax McCarty USA Jersey , Barca have also to look at themselves after creating and missing a series of chances with Messi and Luis Suarez both hitting the post.
Real Madrid coach Rafael Benitez is still under pressure after his side drew 2-2 away to Valencia on Sunday night in a game they were lucky to get a point against a Valencia who were better over the 90 minutes.
Benitez's side opened the scoring after a fantastic combination between Gareth Bale, Cristiano Ronaldo and Karim Benzema, which ended with the Frenchman scoring, but a poor challenge from Pepe on Andre Gomez allowed Dani Parejo to equalize from the penalty spot on the stroke of halftime.
Things got worse for Madrid when Mateo Kovacic was shown a direct red card with 20 minutes remaining, but momentarily it looked as if the three points would go back to the capital when Garth Bale put Madrid back in front with just eight minutes remaining.
Nevertheless Valencia got straight back into the game a minute later thanks to Paco Alcacer and the home side should have won the game only for Alvaro Negrado to waste a chance when clean through on goal with the very last kick of the game.
Goals from Charles and Raul Albentosa gave Malaga their fourth win in four games as they disposed of Celta Vigo 2-0, while Rayo Vallecano and Real Sociedad are both still in trouble after sharing the points with a 2-2 draw in Rayo's Vallecas Stadium.
The Madrid based outfit twice went in front through Diego Llorente and Jozabed David Bingham USA Jersey , but Aritz Elustondo and the second goal in a week from Bruma assured the points were shared.
Angel Capa, Keko, Borja Baston and Adrian Gonzalez all got on the scoresheet as Eibar claimed a stunning 4-0 win away to Betis, whose season is in danger of falling apart, while Granada pulled off a surprise 2-1 win at home to Sevilla thanks to goals from Issac Success and Adalberto Penaranda.
Aritz Aduriz and Inaki Williams twice put Athletic Club Bilbao ahead against Las Palmas, who twice drew level through Vicente and Tana following set pieces in a result which allowed Villarreal to tighten their grip on fourth place after a late Bruno Soriano penalty saw them to a 2-1 win away to Deportivo la Coruna.
SAN FRANCISCO Darlington Nagbe USA Jersey , June 24 (Xinhua) -- A team of computer scientists and engineers at Stanford University are developing the infrastructure to centrally manage autonomous cars and drones.
Believing that autonomous cars and drones will be managed centrally, using applications running in large datacenters, members of the team have formed a new laboratory, called the Platform Lab, to work on infrastructure for new "Big Control" applications.
"We think all these self-driving cars and drones will be controlled not individually, but centrally Danny Williams USA Jersey , in a coordinated fashion," John Ousterhout, faculty director of the lab, was quoted as saying in a news release. "This has the potential to change how society functions on a daily basis."
Most current research into autonomous vehicles assumes a distributed model, namely relatively autonomous devices, controlled in a peer-to-peer fashion with each machine doing its own calculations. The concentrated model under study in Stanford is expected to work much the way the cloud centralized big data.
In the centralized model DaMarcus Beasley USA Jersey , the vehicle is merely a tool, or a relatively dumb device fitted with equipment by which to see the road and the skies ahead, to detect obstacles and other vehicles in the way, to provide geolocation and so forth. The gathered data gets transferred back to the cloud and processed en masse by much faster computers able to handle the mathematical demand of keeping track of those millions of vehicles and to plan ways around bottlenecks and hazards to efficiently and safely guide passengers and packages to their many destinations.
About its advantages, according to Ousterhout, first is the ease of creating applications. Writing applications for the distributed model is difficult Clint Dempsey USA Jersey , since each device has limited information about the state of the world. With the centralized approach, data from all the devices is collected in one place, providing a big-picture view of the world that allows better control of higher-level tasks like system-wide situational perception, decision-making and large-scale traffic planning.
Second, control applications running in datacenters have many more resources available, such as computing horsepower and large back-end datasets Claudio Reyna USA Jersey , allowing them to implement more sophisticated collaborative behaviors for the devices. In addition, the centralized applications can take advantage of powerful machine learning algorithms, which allow the control system to learn and improve its behavior.
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