How to Partition a Billion-Node GraphABSTRACT Billion-node graphs pose significant challenges at all levels from storage infrastructures to programming models. It is critical to de- velop a general ...
Computations performed by graph algorithms are data driven, and require a high degree of random data access. Despite the great progresses made in disk technology, it still cannot provide the level of ...
On the Spark Streaming front, two major features have been added: mapWithState to maintain state across batches and using back pressure to throttle the input rate in case of queue buildup.2 In ...
grown to become a mainstay of business and personal computing, running on some 1.5 billion devices worldwide. The authors of this book began working together in 2001 with the very first title in the ...
Relevant time durations for modern science range from the femtosecond of very fast electronics to the age of the universe, 15 billion years. This corresponds to a range of about 32 orders of magnitude...
66 communicAtions of the Acm | FeBrUAry 2010 | vOl. 53 | nO. 2contributed articlesIn 2 002, COVErITY commercialized3 a research static bug-finding tool.6,9 Not surprisingly, as academics, our view ...
improve the speed of approximate nearest neighbor search on the dataset of 1 billion SIFT vectors compared to the best previously published systems, while achieving better recall and incurring only ...
IoT is basically the network of physical devices, vehicles, buildings and other items-embedded with electronics, software, sensors, actuators, and network connectivity that enable these objects to ...
As a subfield of data science, machine learning enables computers to learn through experience: to make predictions about the future using collected data from the past. And the amount of data to be ...
// 2001-DEC-06 - Thanks to Wang Haifeng for spotting a problem in one of the // assignment operators (for _bstr_t) that would cause compiler // errors when refcounting protection was turned ...
Internet of Things (IoT) is the third wave of Internet and is supposed to have a potential to connect about 28 billion items by 2020, ranging from bracelets to cars. The term “IoT,” which was rst ...
world data will have grown by more than a factor of 10 from today to a staggering 44 Zettabytes—just one Zettabyte is the equivalent of 250 billion DVDs. In order to process this volume and velocity ...
Question answering (QA) has become a popular way for humans to access billion-scale knowledge bases. Unlike web search, QA over a knowledge base gives out accurate and concise results, provided that ...
you'll learn how data helped Warby-Parker disrupt a $13 billion monopolized market, how ThredUp uses data to process more than 20 thousand items of clothing every day, how Venmo leverages data to ...
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在处理数十亿节点的大规模图数据时，图的分区是一个核心问题。图分区对于实现负载均衡和降低通信开销至关重要。随着数据规模的扩大，传统的数据组织方式以及分区算法不再适用，因此必须开发适用于分布式内存系统的...
S(a,b)=\sum_{n=a}^{b-1} \frac{a_n}{\prod_{k=a}^{n} g(k)} \cdot \prod_{k=a}^{n} q(k) \] 其中， - \(G(a,b)=\prod_{k=a}^{b-1} g(k)\) - \(Q(a,b)=\prod_{k=a}^{b-1} q(k)\) - \(P(a,b)\)使得\(S(a,b)=\frac{P...
How to Partition a Billion-Node GraphABSTRACT Billion-node graphs pose significant challenges at all levels from storage infrastructures to programming models. It is critical to de- velop a general ...
Computations performed by graph algorithms are data driven, and require a high degree of random data access. Despite the great progresses made in disk technology, it still cannot provide the level of ...
On the Spark Streaming front, two major features have been added: mapWithState to maintain state across batches and using back pressure to throttle the input rate in case of queue buildup.2 In ...
grown to become a mainstay of business and personal computing, running on some 1.5 billion devices worldwide. The authors of this book began working together in 2001 with the very first title in the ...
Relevant time durations for modern science range from the femtosecond of very fast electronics to the age of the universe, 15 billion years. This corresponds to a range of about 32 orders of magnitude...
66 communicAtions of the Acm | FeBrUAry 2010 | vOl. 53 | nO. 2contributed articlesIn 2 002, COVErITY commercialized3 a research static bug-finding tool.6,9 Not surprisingly, as academics, our view ...
improve the speed of approximate nearest neighbor search on the dataset of 1 billion SIFT vectors compared to the best previously published systems, while achieving better recall and incurring only ...
IoT is basically the network of physical devices, vehicles, buildings and other items-embedded with electronics, software, sensors, actuators, and network connectivity that enable these objects to ...
As a subfield of data science, machine learning enables computers to learn through experience: to make predictions about the future using collected data from the past. And the amount of data to be ...
// 2001-DEC-06 - Thanks to Wang Haifeng for spotting a problem in one of the // assignment operators (for _bstr_t) that would cause compiler // errors when refcounting protection was turned ...
Internet of Things (IoT) is the third wave of Internet and is supposed to have a potential to connect about 28 billion items by 2020, ranging from bracelets to cars. The term “IoT,” which was rst ...
world data will have grown by more than a factor of 10 from today to a staggering 44 Zettabytes—just one Zettabyte is the equivalent of 250 billion DVDs. In order to process this volume and velocity ...
Question answering (QA) has become a popular way for humans to access billion-scale knowledge bases. Unlike web search, QA over a knowledge base gives out accurate and concise results, provided that ...
you'll learn how data helped Warby-Parker disrupt a $13 billion monopolized market, how ThredUp uses data to process more than 20 thousand items of clothing every day, how Venmo leverages data to ...
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