The JVM memory model describes how threads in the Java eco-system interact through memory. While the memory model impact on developing for the JVM may not be obvious, it is the cause for certain number of "anomalies" that are, well, by design.
In this presentation we will explore the aspects of the memory model, including things like reordering of instructions, volatile members, monitors, atomics and JIT.
.NET Fest 2019. Николай Балакин. Микрооптимизации в мире .NETNETFest
Что делать, если все, что можно уже закэшировано, а код всё ещё тормозит? В этом докладе мы обсудим, как работают некоторые низкоуровневые механизмы .NET и как мы с их помощью можем выиграть драгоценные секунды, когда счет идет на отдельные такты процессора.
The JVM memory model describes how threads in the Java eco-system interact through memory. While the memory model impact on developing for the JVM may not be obvious, it is the cause for certain number of "anomalies" that are, well, by design.
In this presentation we will explore the aspects of the memory model, including things like reordering of instructions, volatile members, monitors, atomics and JIT.
.NET Fest 2019. Николай Балакин. Микрооптимизации в мире .NETNETFest
Что делать, если все, что можно уже закэшировано, а код всё ещё тормозит? В этом докладе мы обсудим, как работают некоторые низкоуровневые механизмы .NET и как мы с их помощью можем выиграть драгоценные секунды, когда счет идет на отдельные такты процессора.
Adam Sitnik "State of the .NET Performance"Yulia Tsisyk
MSK DOT NET #5
2016-12-07
In this talk Adam will describe how latest changes in.NET are affecting performance.
Adam wants to go through:
C# 7: ref locals and ref returns, ValueTuples.
.NET Core: Spans, Buffers, ValueTasks
And how all of these things help build zero-copy streams aka Channels/Pipelines which are going to be a game changer in the next year.
Performance van Java 8 en verder - Jeroen BorgersNLJUG
We weten allemaal dat de grootste verbetering die Java 8 brengt de ondersteuning voor lambda-expressies is. Dit introduceert functioneel programmeren in Java. Door het toevoegen van de Stream API wordt deze verbetering nog groter: iteratie kan nu intern worden afgehandeld door een bibliotheek, je kunt daarmee nu het beginsel "Tell, don’t ask" toepassen op collecties. Je kunt gewoon vertellen dat er een ??functie uitgevoerd moet worden op je verzameling, of vertellen dat dat parallel, door meerdere cores moet gebeuren. Maar wat betekent dit voor de prestaties van onze Java-toepassingen? Kunnen we nu meteen volledig al onze CPU-cores benutten om betere responstijden te krijgen? Hoe werken filter / map / reduce en parallele streams precies intern? Hoe wordt het Fork-Join framework hierin gebruikt? Zijn lambda's sneller dan inner klassen? - Al deze vragen worden beantwoord in deze sessie. Daarnaast introduceert Java 8 meer performance verbeteringen: tiered compilatie, PermGen verwijdering, java.time, Accumulators, Adders en Map verbeteringen. Ten slotte zullen we ook een kijkje nemen in de keuken van de geplande performance verbeteringen voor Java 9: benutting van GPU's, Value Types en arrays 2.0.
The .NET garbage collector can be your best friend or your worst enemy; and it’s not friendly with a lot of people. The GC left more than a few production systems burning in smoke after developers failed to anticipate the effects of real production loads on the memory subsystem. In this talk, we will methodically measure and improve the .NET garbage collector’s performance. We will begin with a quick refresher on dynamic performance tools that can identify GC issues: CLR performance counters, ETW GC events, and ETW object allocation events; as well as static analysis tools, such as the Roslyn-based heap allocations analyzer. Then, we will inspect multiple issues at the source code level: excessive boxing, unintended effects of lambdas closing over local variables, await-generated state machines, intermediate objects in LINQ queries, and many others. We will also discuss higher-level memory problems: how to get rid of large object allocations, how to avoid finalization, and how to convert heap-based designs to local objects. Some of these ideas are now being applied at the language and framework level in C# 7 and .NET Core. At the end of the talk, you will be equipped to reduce memory traffic and GC overhead in your own applications, often by a factor of 10 or more!
EM12c: Capacity Planning with OEM MetricsMaaz Anjum
Some of my thoughts and adventures encapsulated in a presentation regarding Capacity Planning, Resource Utilization, and Enterprise Managers Collected Metrics.
Monitoring Complex Systems: Keeping Your Head on Straight in a Hard WorldBrian Troutwine
This talk will provide motivation for the extensive instrumentation of complex computer systems and make the argument that such systems. This talk will provide practical starting points in Erlang projects and maintain a perspective on the human organization around the computer system. Brian will focus on getting started with instrumentation in a systematic way and follow up with the challenge of interpreting and acting on metrics emitted from a production system in a way which does not overwhelm operators’ ability to effectively control or prioritize faults in the system. He’ll use historical examples and case studies from my work to keep the talk anchored in the practical.
Talk objectives:
Brian hopes to convince the audience of two things:
* that monitoring and instrumentation is an essential component of any long-lived system and
* that it's not so hard to get started, after all.
He’ll keep a clear-eyed view of what works and is difficult in practice so that the audience can make a reasoned decision after the talk.
Target audience:
This talk would appeal to engineers with long-running production employments, operations folks and Erlangers in general.
Adam Sitnik "State of the .NET Performance"Yulia Tsisyk
MSK DOT NET #5
2016-12-07
In this talk Adam will describe how latest changes in.NET are affecting performance.
Adam wants to go through:
C# 7: ref locals and ref returns, ValueTuples.
.NET Core: Spans, Buffers, ValueTasks
And how all of these things help build zero-copy streams aka Channels/Pipelines which are going to be a game changer in the next year.
Performance van Java 8 en verder - Jeroen BorgersNLJUG
We weten allemaal dat de grootste verbetering die Java 8 brengt de ondersteuning voor lambda-expressies is. Dit introduceert functioneel programmeren in Java. Door het toevoegen van de Stream API wordt deze verbetering nog groter: iteratie kan nu intern worden afgehandeld door een bibliotheek, je kunt daarmee nu het beginsel "Tell, don’t ask" toepassen op collecties. Je kunt gewoon vertellen dat er een ??functie uitgevoerd moet worden op je verzameling, of vertellen dat dat parallel, door meerdere cores moet gebeuren. Maar wat betekent dit voor de prestaties van onze Java-toepassingen? Kunnen we nu meteen volledig al onze CPU-cores benutten om betere responstijden te krijgen? Hoe werken filter / map / reduce en parallele streams precies intern? Hoe wordt het Fork-Join framework hierin gebruikt? Zijn lambda's sneller dan inner klassen? - Al deze vragen worden beantwoord in deze sessie. Daarnaast introduceert Java 8 meer performance verbeteringen: tiered compilatie, PermGen verwijdering, java.time, Accumulators, Adders en Map verbeteringen. Ten slotte zullen we ook een kijkje nemen in de keuken van de geplande performance verbeteringen voor Java 9: benutting van GPU's, Value Types en arrays 2.0.
The .NET garbage collector can be your best friend or your worst enemy; and it’s not friendly with a lot of people. The GC left more than a few production systems burning in smoke after developers failed to anticipate the effects of real production loads on the memory subsystem. In this talk, we will methodically measure and improve the .NET garbage collector’s performance. We will begin with a quick refresher on dynamic performance tools that can identify GC issues: CLR performance counters, ETW GC events, and ETW object allocation events; as well as static analysis tools, such as the Roslyn-based heap allocations analyzer. Then, we will inspect multiple issues at the source code level: excessive boxing, unintended effects of lambdas closing over local variables, await-generated state machines, intermediate objects in LINQ queries, and many others. We will also discuss higher-level memory problems: how to get rid of large object allocations, how to avoid finalization, and how to convert heap-based designs to local objects. Some of these ideas are now being applied at the language and framework level in C# 7 and .NET Core. At the end of the talk, you will be equipped to reduce memory traffic and GC overhead in your own applications, often by a factor of 10 or more!
EM12c: Capacity Planning with OEM MetricsMaaz Anjum
Some of my thoughts and adventures encapsulated in a presentation regarding Capacity Planning, Resource Utilization, and Enterprise Managers Collected Metrics.
Monitoring Complex Systems: Keeping Your Head on Straight in a Hard WorldBrian Troutwine
This talk will provide motivation for the extensive instrumentation of complex computer systems and make the argument that such systems. This talk will provide practical starting points in Erlang projects and maintain a perspective on the human organization around the computer system. Brian will focus on getting started with instrumentation in a systematic way and follow up with the challenge of interpreting and acting on metrics emitted from a production system in a way which does not overwhelm operators’ ability to effectively control or prioritize faults in the system. He’ll use historical examples and case studies from my work to keep the talk anchored in the practical.
Talk objectives:
Brian hopes to convince the audience of two things:
* that monitoring and instrumentation is an essential component of any long-lived system and
* that it's not so hard to get started, after all.
He’ll keep a clear-eyed view of what works and is difficult in practice so that the audience can make a reasoned decision after the talk.
Target audience:
This talk would appeal to engineers with long-running production employments, operations folks and Erlangers in general.
Acetabularia Information For Class 9 .docxvaibhavrinwa19
Acetabularia acetabulum is a single-celled green alga that in its vegetative state is morphologically differentiated into a basal rhizoid and an axially elongated stalk, which bears whorls of branching hairs. The single diploid nucleus resides in the rhizoid.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
Embracing GenAI - A Strategic ImperativePeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Francesca Gottschalk - How can education support child empowerment.pptxEduSkills OECD
Francesca Gottschalk from the OECD’s Centre for Educational Research and Innovation presents at the Ask an Expert Webinar: How can education support child empowerment?
Honest Reviews of Tim Han LMA Course Program.pptxtimhan337
Personal development courses are widely available today, with each one promising life-changing outcomes. Tim Han’s Life Mastery Achievers (LMA) Course has drawn a lot of interest. In addition to offering my frank assessment of Success Insider’s LMA Course, this piece examines the course’s effects via a variety of Tim Han LMA course reviews and Success Insider comments.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
The Roman Empire A Historical Colossus.pdfkaushalkr1407
The Roman Empire, a vast and enduring power, stands as one of history's most remarkable civilizations, leaving an indelible imprint on the world. It emerged from the Roman Republic, transitioning into an imperial powerhouse under the leadership of Augustus Caesar in 27 BCE. This transformation marked the beginning of an era defined by unprecedented territorial expansion, architectural marvels, and profound cultural influence.
The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
Under Augustus, the empire experienced the Pax Romana, a 200-year period of relative peace and stability. Augustus reformed the military, established efficient administrative systems, and initiated grand construction projects. The empire's borders expanded, encompassing territories from Britain to Egypt and from Spain to the Euphrates. Roman legions, renowned for their discipline and engineering prowess, secured and maintained these vast territories, building roads, fortifications, and cities that facilitated control and integration.
The Roman Empire’s society was hierarchical, with a rigid class system. At the top were the patricians, wealthy elites who held significant political power. Below them were the plebeians, free citizens with limited political influence, and the vast numbers of slaves who formed the backbone of the economy. The family unit was central, governed by the paterfamilias, the male head who held absolute authority.
Culturally, the Romans were eclectic, absorbing and adapting elements from the civilizations they encountered, particularly the Greeks. Roman art, literature, and philosophy reflected this synthesis, creating a rich cultural tapestry. Latin, the Roman language, became the lingua franca of the Western world, influencing numerous modern languages.
Roman architecture and engineering achievements were monumental. They perfected the arch, vault, and dome, constructing enduring structures like the Colosseum, Pantheon, and aqueducts. These engineering marvels not only showcased Roman ingenuity but also served practical purposes, from public entertainment to water supply.
27. omp_dynamic
•Syntax
omp_dynamic = boolean value
•value – true | false
•True – allow users to adjust number of threads
•False – users can’t adjust number of threads
•Default value - false
28. omp_num_threads
• Syntax
omp_num_threads = num_list
• Num_list – positive integer values
• Single value
• True & parallel construct without num_threads
• false & parallel construct without num_threads
• Multiple values
• True & parallel construct without num_threads
• false & parallel construct without num_threads
31. Functions
• omp_set_num_threads(int num_threads)
• int omp_get_num_threads
• int omp_get_max_threads
• int omp_get_thread_num
• int omp_get_num_procs
• void omp_set_dynamic
• int omp_get_dynamic
• void omp_set_nested
• int omp_get_nested
33. Paradigm for using OMP
• Write a sequential program
• Identify the portion to be parallelized
•Add directive/pragmas
• In addition to this call runtime library routines and
modify environment variables
• Parallel programming is ready.
• Use OpenMP’s compiler to compile
•Run the program
41. Hot research
•Nividia
•Data mining – tremendous data
•Lacking in techniques and Computational power
•AI/Machine learning
•Image Processing
•Medical Field
• Image Reconstruction