Taming Latency: Case Studies in MapReduce Data AnalyticsEMC
This session discusses how to achieve low latency in MapReduce data analysis, with various industrial and academic case studies. These illustrate various improvements on MapReduce for squeezing out latency from whole data processing stack, covering batch-mode MapReduce system, as well as stream processing systems. This session also introduces our BoltMR project efforts on this topic and discloses some interesting benchmark results.
Objective 1: Understand why low-latency matters for many MapReduce-based big data analytics scenarios.
After this session you will be able to:
Objective 2: Learn the root causes of MapReduce latency, the obstacles to lowering the latency and the various (im)mature solutions.
Objective 3: Understand the extent of MapReduce low-latency that is needed for their own applications and which optimization techniques are potentially applicable.
This document contains a variety of questions and information about the Scientific Revolution in the 1600s including:
1) It discusses Descartes' view that the only thing we can prove is our own existence.
2) It provides information about the geocentric and heliocentric models of the solar system and names key figures like Copernicus, Galileo and Kepler who advanced the heliocentric theory.
3) It discusses the Catholic Church's condemnation in 1616 of the ideas that the sun is the center of the world and that the earth moves, based on their view that these ideas contradicted scripture.
All of material inside is un-licence, kindly use it for educational only but please do not to commercialize it.
Based on 'ilman nafi'an, hopefully this file beneficially for you.
Thank you.
http://globalvision.com.vn/vn/wincor-nixdorf-b-36.htm
Wincor Nixdorf
Wincor Nixdorf là công ty của Đức một hãng hàng đầu thế giới về cung cấp thiết bị POS, giải pháp và dịch vụ IT cho ngành bán lẻ và ngân hàng. Các giải pháp phần cứng cũng chư phần mềm của Wincor hiệu quả cao với giá cả hợp lý, giúp tăng tốc và hiệu quả trong các ứng dụng ngân hàng (banking) và hệ thống bán lẻ (retail industries). Hiện Wincor Nixdorf đã hiện diện ở trên 100 nước, trong đó 41 nước có văn phòng đại diện. Với hơn 9,000 nhân viên trên toàn thế giới.
This document discusses the history and evolution of industrial hygiene and safety. It begins by outlining some of the earliest references to occupational health from 400 BC by Hippocrates and the first respiratory protective equipment in the 1st century AD. It then covers the establishment of occupational health and safety laws in the US in 1970. Finally, it discusses some of the benefits of industrial hygiene and safety such as reduced costs and improved worker productivity and quality of life, as well as the negative impacts of poor occupational health and safety such as accidents, costs of injuries, and reduced worker development.
The document introduces Maxtable, an open-source distributed database. It consists of three components: a metadata server that manages the global namespace, Ranger servers that hold data partitions, and client libraries. Data is automatically partitioned and scaled across servers. The document describes Maxtable's architecture, features like scalability and recovery, its query language, and how to operate and maintain the system. Future work may include secondary indexes and join queries.
Taming Latency: Case Studies in MapReduce Data AnalyticsEMC
This session discusses how to achieve low latency in MapReduce data analysis, with various industrial and academic case studies. These illustrate various improvements on MapReduce for squeezing out latency from whole data processing stack, covering batch-mode MapReduce system, as well as stream processing systems. This session also introduces our BoltMR project efforts on this topic and discloses some interesting benchmark results.
Objective 1: Understand why low-latency matters for many MapReduce-based big data analytics scenarios.
After this session you will be able to:
Objective 2: Learn the root causes of MapReduce latency, the obstacles to lowering the latency and the various (im)mature solutions.
Objective 3: Understand the extent of MapReduce low-latency that is needed for their own applications and which optimization techniques are potentially applicable.
This document contains a variety of questions and information about the Scientific Revolution in the 1600s including:
1) It discusses Descartes' view that the only thing we can prove is our own existence.
2) It provides information about the geocentric and heliocentric models of the solar system and names key figures like Copernicus, Galileo and Kepler who advanced the heliocentric theory.
3) It discusses the Catholic Church's condemnation in 1616 of the ideas that the sun is the center of the world and that the earth moves, based on their view that these ideas contradicted scripture.
All of material inside is un-licence, kindly use it for educational only but please do not to commercialize it.
Based on 'ilman nafi'an, hopefully this file beneficially for you.
Thank you.
http://globalvision.com.vn/vn/wincor-nixdorf-b-36.htm
Wincor Nixdorf
Wincor Nixdorf là công ty của Đức một hãng hàng đầu thế giới về cung cấp thiết bị POS, giải pháp và dịch vụ IT cho ngành bán lẻ và ngân hàng. Các giải pháp phần cứng cũng chư phần mềm của Wincor hiệu quả cao với giá cả hợp lý, giúp tăng tốc và hiệu quả trong các ứng dụng ngân hàng (banking) và hệ thống bán lẻ (retail industries). Hiện Wincor Nixdorf đã hiện diện ở trên 100 nước, trong đó 41 nước có văn phòng đại diện. Với hơn 9,000 nhân viên trên toàn thế giới.
This document discusses the history and evolution of industrial hygiene and safety. It begins by outlining some of the earliest references to occupational health from 400 BC by Hippocrates and the first respiratory protective equipment in the 1st century AD. It then covers the establishment of occupational health and safety laws in the US in 1970. Finally, it discusses some of the benefits of industrial hygiene and safety such as reduced costs and improved worker productivity and quality of life, as well as the negative impacts of poor occupational health and safety such as accidents, costs of injuries, and reduced worker development.
The document introduces Maxtable, an open-source distributed database. It consists of three components: a metadata server that manages the global namespace, Ranger servers that hold data partitions, and client libraries. Data is automatically partitioned and scaled across servers. The document describes Maxtable's architecture, features like scalability and recovery, its query language, and how to operate and maintain the system. Future work may include secondary indexes and join queries.
Intelligence Driven Threat Detection and ResponseEMC
This document discusses intelligence driven threat detection and response. The key points are:
1) Organizations must detect threats early before harm occurs by actively hunting for intruders rather than relying on passive detection tools. This requires new capabilities in data analysis and incident response.
2) Intelligence driven security enhances threat detection and response by providing visibility, advanced analytics, signature-less malware detection, and empowering security teams.
3) To achieve intelligence driven security, organizations should advance capabilities in network and endpoint monitoring, advanced analytics, malware analysis, and incident response practices.
The document discusses how governments can help societies fully realize the benefits of networked technologies. It argues that while technology provides great promise for well-being, living standards, and social progress, its benefits are not automatic and require resilient public policies to maximize gains. Policymakers need to craft reform agendas that promote widespread adoption of ICT, address regulatory challenges, and get the fundamentals of innovation and diffusion right to achieve an ICT-led transformation of the economy and society.
The document summarizes key statistics from HubSpot's 2012 State of Inbound Marketing report. Some of the main findings are that 78% of internet users conduct online product research, inbound leads cost 61% less than outbound leads, and 57% of companies have acquired customers from their blog. It also notes that 62% of companies report social media becoming more important for leads, while 51% report direct mail becoming less important. The document promotes attending an upcoming presentation by the author to learn how to develop an inbound marketing process to increase revenue.
The document discusses the importance of implementing a transformational ICT policy approach to enable a networked society. A transformational policy has the goals of sustaining economic growth, increasing competitiveness, growing new businesses and jobs, and addressing societal challenges through more efficient use of resources. It requires a holistic, cross-sector coordination approach to policy implementation using regulatory frameworks, innovation policies, government procurement, and fiscal/monetary tools in an interconnected manner. The risks of maintaining the status quo include market distortions, decreased investments and benefits, and delays in enabling societal transformation.
While China maintains communist rule by the Chinese Communist Party, it has adopted many capitalist economic reforms since the 1970s. This has led to massive economic growth and China becoming the world's second largest economy. However, political reforms have not kept pace, as China still suppresses dissent and restricts civil liberties. The document discusses China's transition from a communist command economy to a hybrid system that incorporates elements of capitalism, and whether China can still be considered a communist country given these significant economic and social changes over the past few decades.
A União Europeia está considerando novas regras para veículos autônomos. As regras propostas exigiriam que os fabricantes de veículos autônomos assumam mais responsabilidade por acidentes e forneçam mais dados sobre o desempenho do veículo para reguladores. Os fabricantes teriam que mostrar que sistemas autônomos são seguros antes de serem implantados em grande escala.
This document provides information about various world religions including their origins, prophets, holy books, and population growth projections. It discusses common beliefs and practices in Judaism, Christianity, and Islam. It also contains prophecies about Muhammad from the Old Testament, Hindu scriptures, and the Bible. The document summarizes the key details of the Quran and notes scientific facts revealed in the Quran centuries before their scientific discovery. Finally, it provides a brief overview of the Gospel of Barnabas.
This trailer introduces the main character Ethan Hunt, played by Tom Cruise, who is established as a spy/agent. There are shots of Hunt engaged in dangerous missions on rooftops and abroad. Supporting characters like the villain and a woman in distress are introduced. The editing uses fast cuts and fades to create excitement and mystery around the plot. Action sequences of explosions and fights are teased, along with the official theme song. Text screens provide the film title and rating to conclude the trailer.
The document discusses the United States' relationship with Cuba in the 1950s and after the Cuban Revolution of 1959. It asks students to answer questions about why the US was worried about communism spreading in Cuba in the 1950s and to identify the man on a popular shirt. It provides context that after the revolution, Cuba became communist and the US enacted a boycott and travel ban, with no trade relations. Students are tasked with writing a paragraph to a newspaper either supporting or opposing the US opening relations with communist Cuba, citing at least 3 details in their response.
The State of California Housing Finance Authority (CalHFA) has recently reintroduced and expanded it's Extra Credit Teacher Program.
Complete Post & Guidelines Here: www.BMCLB.com/edu-workbook/
In addition to this exciting new Buyer Assistance and Closing Cost assistance program, the State of California also offers homebuyer assistance loans and grants that are available to first time, and non-first time buyers throughout the State.
This slideshow was modified from the original live class to create a shortened version for video.
All of material inside is un-licence, kindly use it for educational only but please do not to commercialize it.
Based on 'ilman nafi'an, hopefully this file beneficially for you.
Thank you.
Este documento contiene un informe de 21 consultas de devolución de zapatos y calzado comprados entre enero y junio de 2012. Cada consulta incluye el código, referencia, descripción del artículo, fecha de compra y motivo de devolución. Los motivos de devolución van desde imperfecciones en la fabricación y materiales defectuosos hasta daños por uso inadecuado. El informe proporciona detalles sobre cada devolución como la fecha, el nombre y teléfono del cliente y el vendedor a cargo.
Intelligence Driven Threat Detection and ResponseEMC
This document discusses intelligence driven threat detection and response. The key points are:
1) Organizations must detect threats early before harm occurs by actively hunting for intruders rather than relying on passive detection tools. This requires new capabilities in data analysis and incident response.
2) Intelligence driven security enhances threat detection and response by providing visibility, advanced analytics, signature-less malware detection, and empowering security teams.
3) To achieve intelligence driven security, organizations should advance capabilities in network and endpoint monitoring, advanced analytics, malware analysis, and incident response practices.
The document discusses how governments can help societies fully realize the benefits of networked technologies. It argues that while technology provides great promise for well-being, living standards, and social progress, its benefits are not automatic and require resilient public policies to maximize gains. Policymakers need to craft reform agendas that promote widespread adoption of ICT, address regulatory challenges, and get the fundamentals of innovation and diffusion right to achieve an ICT-led transformation of the economy and society.
The document summarizes key statistics from HubSpot's 2012 State of Inbound Marketing report. Some of the main findings are that 78% of internet users conduct online product research, inbound leads cost 61% less than outbound leads, and 57% of companies have acquired customers from their blog. It also notes that 62% of companies report social media becoming more important for leads, while 51% report direct mail becoming less important. The document promotes attending an upcoming presentation by the author to learn how to develop an inbound marketing process to increase revenue.
The document discusses the importance of implementing a transformational ICT policy approach to enable a networked society. A transformational policy has the goals of sustaining economic growth, increasing competitiveness, growing new businesses and jobs, and addressing societal challenges through more efficient use of resources. It requires a holistic, cross-sector coordination approach to policy implementation using regulatory frameworks, innovation policies, government procurement, and fiscal/monetary tools in an interconnected manner. The risks of maintaining the status quo include market distortions, decreased investments and benefits, and delays in enabling societal transformation.
While China maintains communist rule by the Chinese Communist Party, it has adopted many capitalist economic reforms since the 1970s. This has led to massive economic growth and China becoming the world's second largest economy. However, political reforms have not kept pace, as China still suppresses dissent and restricts civil liberties. The document discusses China's transition from a communist command economy to a hybrid system that incorporates elements of capitalism, and whether China can still be considered a communist country given these significant economic and social changes over the past few decades.
A União Europeia está considerando novas regras para veículos autônomos. As regras propostas exigiriam que os fabricantes de veículos autônomos assumam mais responsabilidade por acidentes e forneçam mais dados sobre o desempenho do veículo para reguladores. Os fabricantes teriam que mostrar que sistemas autônomos são seguros antes de serem implantados em grande escala.
This document provides information about various world religions including their origins, prophets, holy books, and population growth projections. It discusses common beliefs and practices in Judaism, Christianity, and Islam. It also contains prophecies about Muhammad from the Old Testament, Hindu scriptures, and the Bible. The document summarizes the key details of the Quran and notes scientific facts revealed in the Quran centuries before their scientific discovery. Finally, it provides a brief overview of the Gospel of Barnabas.
This trailer introduces the main character Ethan Hunt, played by Tom Cruise, who is established as a spy/agent. There are shots of Hunt engaged in dangerous missions on rooftops and abroad. Supporting characters like the villain and a woman in distress are introduced. The editing uses fast cuts and fades to create excitement and mystery around the plot. Action sequences of explosions and fights are teased, along with the official theme song. Text screens provide the film title and rating to conclude the trailer.
The document discusses the United States' relationship with Cuba in the 1950s and after the Cuban Revolution of 1959. It asks students to answer questions about why the US was worried about communism spreading in Cuba in the 1950s and to identify the man on a popular shirt. It provides context that after the revolution, Cuba became communist and the US enacted a boycott and travel ban, with no trade relations. Students are tasked with writing a paragraph to a newspaper either supporting or opposing the US opening relations with communist Cuba, citing at least 3 details in their response.
The State of California Housing Finance Authority (CalHFA) has recently reintroduced and expanded it's Extra Credit Teacher Program.
Complete Post & Guidelines Here: www.BMCLB.com/edu-workbook/
In addition to this exciting new Buyer Assistance and Closing Cost assistance program, the State of California also offers homebuyer assistance loans and grants that are available to first time, and non-first time buyers throughout the State.
This slideshow was modified from the original live class to create a shortened version for video.
All of material inside is un-licence, kindly use it for educational only but please do not to commercialize it.
Based on 'ilman nafi'an, hopefully this file beneficially for you.
Thank you.
Este documento contiene un informe de 21 consultas de devolución de zapatos y calzado comprados entre enero y junio de 2012. Cada consulta incluye el código, referencia, descripción del artículo, fecha de compra y motivo de devolución. Los motivos de devolución van desde imperfecciones en la fabricación y materiales defectuosos hasta daños por uso inadecuado. El informe proporciona detalles sobre cada devolución como la fecha, el nombre y teléfono del cliente y el vendedor a cargo.
Maternal Health Care after Childbirth in Japan
While Japan has very low rates of neonatal mortality, many issues surrounding maternal mental and physical health after childbirth go unaddressed. Over 100,000 mothers in Japan suffer from postpartum depression each year, though 80% feel they experienced near-depression without an official diagnosis. The founder of Madre Bonita started the organization after struggling with her own mental health in the year following childbirth when support systems for new mothers are lacking. Madre Bonita aims to address this issue by providing holistic fitness programs for mothers designed to support both physical and mental wellness after childbirth.
madrebonita Restoring Japan from 3.11 Hope from Young Social Leaders and Soci...Maco Yoshioka
Restoring Japan from 3.11 Hope from Young Social Leaders and Social Innovation
シアトルiLEAPの日米ソーシャルイノベーションフォーラムのdelegatesが集まって海外の人たちに3.11以降の私たちの活動を発信するイベントを2012年の3月11日におこないました。そのときのスライドに、スピーチ原稿を記載したものです。