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In the first six months of the pandemic, Zoom's demand went up about 300%, and they were able to seamlessly and gracefully fulfill that demand because they're using AWS. You can only imagine if a company was in their own data centers, how hard that would have been to grow that quickly. The ability to dramatically grow or dramatically shrink your IT spend essentially is a unique feature of the cloud. It is interesting, and I will say somewhat surprising to me, how much basic capabilities, such as price performance of compute, are still absolutely vital to our customers. If you'd asked me 15 years ago, “hey in 2022, how much of the cutting edge of innovation do you think would be around raw performance or price performance of a unit of compute,” I wouldn't have necessarily guessed that was still as important as it is. Part of that is because of the size of datasets and because of the machine learning capabilities which are now being created.

The borough experienced a sharp increase in crime during the post-war period. The murder rate in Manhattan hit an all-time high of 42 murders per 100,000 residents in 1979. Manhattan retained the highest murder rate in the city until 1985 when it was surpassed by the Bronx.
Police seek suspect who aimed gun at Frederick Co. highway drivers
Moving internal enterprise IT workloads like SAP to the cloud, that's a big trend. Creating new analytics capabilities that many times didn't even exist before and running those in the cloud. More startups than ever are building innovative new businesses in AWS. Our public-sector business continues to grow, serving both federal as well as state and local and educational institutions around the world.

March 11, 1992 – Manuel de Dios Unanue, a Cuban-born journalist who edited several Spanish-language newspapers, was shot to death at a Queens bar. Several men were later convicted in the murder, apparently carried out at the order of the Colombian Cali cartel on whose activities de Dios had reported extensively, the first time the cartel had murdered one of its opponents on American soil. June 13, 1969 – Clarence 13X, founder of the Nation of Islam splinter group Five-Percent Nation, was shot and killed in the early morning hours in the lobby of his girlfriend's Harlem apartment building. The murder of Mary Rogers in 1841 was heavily covered by the press, which also put the spotlight on the ineptitude and corruption in the city's watchmen system of law enforcement. At the time, New York City's population of 320,000 was served by an archaic force, consisting of one night watch, one hundred city marshals, thirty-one constables, and fifty-one police officers.
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Giuliani's campaign credited the success to the zero-tolerance policy. Incoming New York City Police Department Commissioner William J. Bratton and author of Fixing Broken Windows, George L. Kelling, however, stated the police played an "important, even central, role" in the declining crime rates. The trend continued and Giuliani's successor, Michael Bloomberg, stated in a November 2004 press release that "Today, the subway system is safer than it has been at any time since we started tabulating subway crime statistics nearly 40 years ago." However, as a consequence of the city's 1976 fiscal crisis, service had become poor and crime had gone up, with crime being announced on the subway almost every day. Additionally, there were 11 "crimes against the infrastructure" in open cut areas of the subway in 1977, where TA staff were injured, some seriously.
November 19, 1986 – 20-year-old Larry Davis opens fire on NYPD officers attempting to arrest him in his sister's apartment in the Bronx. Six officers are wounded, and Davis eludes capture for the next 17 days, during which time he became something of a folk hero in the neighborhood. June 12, 1985 – Edmund Perry, a returning graduate of Phillips Exeter Academy in Exeter, New Hampshire, is shot to death in Harlem by undercover officer Lee Van Houten, who claimed that Perry and his brother, Jonah, attacked and attempted to rob him. August 1, 1943 – A race riot erupts in Harlem after a black soldier is shot by the police and rumored to be dead. The incident touches off a simmering brew of racial tension, unemployment, and high prices to a day of rioting and looting. Several looters are shot dead, about 500 people are injured, and another 500 arrested.
Microsoft and Viasat are using satellites to bring 10 million people online
They require vast amounts of compute, but nobody will be able to do that compute unless we keep dramatically improving the price performance. What we're really trying to do is to look at that end-to-end journey of data and to build really compelling, powerful capabilities and services at each stop in that data journey and then…knit all that together with strong concepts like governance. By putting good governance in place about who has access to what data and where you want to be careful within those guardrails that you set up, you can then set people free to be creative and to explore all the data that's available to them.

On October 16, 1992, David Dinkins appointed Raymond Kelly the 37th Police Commissioner of the City of New York. The national decline in both violent crime and property crime began in 1993, during the early months of Raymond Kelly's commissionership under Dinkins. As the 37th commissioner, he also pursued quality of life issues, such as the "squeegee man" that had become a sign of decay in the city. The murder rate in New York City had declined from its 1990 mid-Dinkins-administration historic high of 2,254 to 1,927, when Kelly left in 1994, and continued to plummet even more steeply under Mayors Giuliani and Bloomberg. In March 1979, Mayor Ed Koch asked the city's top law enforcement officials to devise a plan to counteract rising subway violence and to stop insisting that the subways were safer than the streets. Two weeks after Koch's request, top TA cops were publicly requesting Transit Police Chief Sanford Garelik's resignation because they claimed that he had lost control of the fight against subway crime.
Notable recent crime trends
A bombing occurred earlier that day in Seaside Park, New Jersey, and no one was injured as a result. A suspect in both bombings was arrested the following day after a shootout in Linden, New Jersey that left him and three police officers injured. August 2, 2016 – Murder of Karina Vetrano – Karina Vetrano went for a late afternoon run in Spring Creek Park.

And he said that while some MLops systems can manage a larger number of models, they might not have desired features such as robust data visualization capabilities or the ability to work on premises rather than in cloud environments. In general, when we look across our worldwide customer base, we see time after time that the most innovation and the most efficient cost structure happens when customers choose one provider, when they're running predominantly on AWS. A lot of benefits of scale for our customers, including the expertise that they develop on learning one stack and really getting expert, rather than dividing up their expertise and having to go back to basics on the next parallel stack. But every customer is welcome to purely “pay by the drink” and to use our services completely on demand. But of course, many of our larger customers want to make longer-term commitments, want to have a deeper relationship with us, want the economics that come with that commitment.
We continue to both release new services because customers need them and they ask us for them and, at the same time, we've put tremendous effort into adding new capabilities inside of the existing services that we've already built. I, personally, have just spent almost five years deeply immersed in the world of data and analytics and business intelligence, and hopefully I learned something during that time about those topics. Open finance technology enables millions of people to use the apps and services that they rely on to manage their financial lives – from overdraft protection, to money management, investing for retirement, or building credit. More than 8 in 10 Americans are now using digital finance tools powered by open finance.

We champion the power of technology-centered financial services and advocate for the modernization of financial regulation to support inclusion and responsible innovation. But the agency is also taking up initiatives with fintech industry support, including finally setting up open-banking rules to guide data-sharing between financial institutions and tech companies. The new court decision comes as the CFPB, under Biden-appointed director Rohit Chopra, has taken a more aggressive stance toward the financial industry than his Trump administration predecessors.
In the early nineties, the NYCTA adopted similar policing methods for Penn Station and Grand Central Terminal. When in 1993, Mayor Rudy Giuliani and Police Commissioner Howard Safir were elected to official positions, the Broken Windows strategy was more widely deployed in New York under the rubrics of "zero tolerance" and "quality of life". Crime rates in the subway and city dropped, prompting New York magazine to declare "The End of Crime as We Know It" on the cover of its edition of August 14, 1995.

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