Approximate computing - PowerPoint PPT Presentation


Computing Degree Plans and Offerings at School of Computing

Explore the diverse degree plans and offerings at the School of Computing, including Honours and General degrees, minors, and certificates in Data Analytics. Plan selection is crucial for advancing to second-year courses, with automatic acceptance and pending list options available. Discover the var

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Understanding Data Centers and Cloud Computing Technologies

Explore the world of data centers and cloud computing through topics such as data center functionalities, cloud computing advantages, challenges in Data-Center Networks (DCNs), cost breakdowns, server utilization considerations, and more. Delve into the intricacies of managing large-scale computing

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Understanding Parallel and Distributed Computing Systems

In parallel computing, processing elements collaborate to solve problems, while distributed systems appear as a single coherent system to users, made up of independent computers. Contemporary computing systems like mobile devices, IoT devices, and high-end gaming computers incorporate parallel and d

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Understanding Complex Computing Problem (CCP) and Complex Computing Activity (CCA)

Dr. Saman Hina, along with Dr. Farrukh Arif and Dr. Maria Waqas, presents information on Complex Computing Problem (CCP) - a problem involving technical, computing, and other issues with no obvious solution, requiring deep knowledge and analytical thinking. CCP is evaluated through predefined rubric

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Understanding Cloud Computing and Its Components

Cloud computing, offered by the Hope Foundation's International Institute of Information Technology, is Internet-based computing that involves remote servers sharing data-processing tasks and resources. Users can access software without local hardware requirements, empowering them with agility and e

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Exploring Basic Concepts of Advanced Computing Techniques

Delve into the world of advanced computing techniques with Mrs. A. Mullai as she discusses networks, computing, and pervasive (ubiquitous) computing. Discover how networks facilitate data exchange, the role of computing in designing hardware and software systems, and the trend of embedding computati

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Exploring Emerging Technologies in Cloud Computing

Cloud computing revolutionizes accessibility to computing resources through shared pools. Next-generation applications, edge computing, and web applications on the cloud are shaping the future. CloudPath offers a platform for executing third-party applications across distributed data centers. Real-w

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Understanding Cloud Computing, Edge Computing, and Their Applications

Cloud computing entails centralized processing of data on powerful servers, offering scalable resources over the internet. Edge computing brings processing closer to data generation points, reducing latency and enhancing security. Both paradigms cater to different needs such as IoT, autonomous vehic

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Exploring Orto-Computing: Bridging the Gap Between Formal and Phenomenological Computing

Meaningful experiments suggest a transition from the formal, Turing-based approach to a structural-phenomenological one called Orto-Computing. This innovative concept integrates mind-matter interaction and non-formal functions within computational systems, offering potential solutions to complexity

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Quantum Algorithms for Least Squares Regression

Quantum computing presents fast algorithms for solving least squares regression problems efficiently, offering solutions for overdetermined linear systems, matrix coherence, and regression computations. These algorithms leverage quantum mechanics to achieve computational speed-ups and approximate so

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Impact of Cloud Computing Technology on Young Firms' Performance

The technology shock of cloud computing has significantly influenced the survival and performance of young firms. Young firms face higher uncertainty, benefit from experimentation, and are resource-constrained, making cloud computing's elastic, fast, and generic nature particularly advantageous. Thi

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Scaling Condor on XSEDE for LIGO - Collaborative Computing Project

The project aims to evaluate the utilization of XSEDE resources by LIGO for large-scale computing tasks, with a focus on distributed computing challenges and fostering a research computing community. Various aspects such as political, cultural, and technical narratives surrounding the collaboration

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Approximate Inference in Bayes Nets: Random vs. Rejection Sampling

Approximate inference methods in Bayes nets, such as random and rejection sampling, utilize Monte Carlo algorithms for stochastic sampling to estimate complex probabilities. Random sampling involves sampling in topological order, while rejection sampling generates samples from hard-to-sample distrib

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Accuracy-Aware Program Transformations for Energy-Efficient Computing

Explore the concept of accuracy-aware program transformations led by Sasa Misailovic and collaborators at MIT CSAIL. The research focuses on trading accuracy for energy and performance, harnessing approximate computing, and applying automated transformations in program optimization. Discover how to

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Summary of SCD Computing Metrics and Scientific Computing for January 23rd - January 30th, 2017

This summary covers a range of topics related to scientific computing metrics and SCD computing services from January 23rd to January 30th, 2017. It includes details on service areas, offerings, job operations, resource provisioning, database management, system monitoring, and more. The summary also

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Metaheuristics and Hybrid Approaches in Multi-Objective Optimization

Multi-objective optimization involves solving complex problems with conflicting objectives, such as minimizing makespan and tardiness in flow shop scheduling. Pareto Optimal Solutions are sought, where improving one objective cannot be done without worsening another. Metaheuristics like S and P meth

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Overview of the Computing Community Consortium

The Computing Community Consortium (CCC) was established in 2006 under the Computing Research Association (CRA) to develop a vision for computing research and communicate it to stakeholders. It aims to align computing research with national priorities, encourage high-impact research, and groom new l

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Automated Statistical Inference for Approximate Measurement Burdens

SketchLearn explores relieving user burdens in approximate measurement through automated statistical inference. The research delves into addressing challenges such as specifying errors, defining thresholds, handling network traffic, and optimizing measurement algorithms. By identifying and mitigatin

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Overview of BlinkDB: Query Optimization for Very Large Data

BlinkDB is a framework built on Apache Hive, designed to support interactive SQL-like aggregate queries over massive datasets. It creates and maintains samples from data for fast, approximate query answers, supporting various aggregate functions with error bounds. The architecture includes modules f

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Advanced Cloud Computing Solutions with DIRAC Services

Explore advanced cloud computing solutions offered by DIRAC services at IN2P3, including maintenance, operation, VM scheduling, and contextualization. Learn about dynamic VM spawning, cloud endpoint abstraction, and virtual machine monitoring for efficient resource allocation. Stay updated on the la

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Introduction to Mobile Computing Principles and Designing Mobile Applications

Mobile computing systems involve computing capabilities that can be utilized while on the move, leveraging wireless connectivity, small size, and mobile-specific functionalities. The history of mobile computing traces back to military origins and has evolved with technologies like GPS and wireless t

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Introduction to Boston University's Shared Computing Cluster

Boston University's Shared Computing Cluster (SCC) provides researchers with access to a high-performance computing environment for running code, collaborating on shared data, and utilizing specialized software packages. With over 800 nodes, 20,000 processors, and hundreds of GPUs, the SCC offers re

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ACCEPT: A Programmer-Guided Compiler Framework for Practical Approximate Computing

ACCEPT is an Approximate C Compiler framework that allows programmers to designate which parts of the code can be approximated for energy and performance trade-offs. It automatically determines the best approximation parameters, identifies safe approximation areas, and can utilize FPGA for hardware

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Overview of Task Computing in Parallel and Distributed Systems

Task computing in parallel and distributed systems involves organizing applications into a collection of tasks that can be executed in a remote environment. Tasks are individual units of code that produce output files and may require input files for execution. Middleware operations coordinate task e

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Understanding Sublinear Algorithms and Graph Parameters in Centralized and Distributed Computing

Centralized sublinear algorithms and their relation to distributed computing are explored, emphasizing the efficiency of algorithms in processing large inputs in sublinear time. Examples of sublinear algorithms for various objects are provided, along with the computation and approximation of graph p

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Exploring the World of Mobile Computing

Delve into the realm of mobile computing through this comprehensive presentation outline. Discover what mobile computing is, its applications, challenges, and the future of this technology. Compare mobile networks to wired networks, understand why going mobile is essential, and explore various types

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Explore Computing and Digital Technology Courses at CDT

Discover a range of courses offered by the School of Computing & Digital Technology (CDT) in 4 different colleges. From A-Level Computing to Level 3 Extended National Diploma in IT, the programs provide a blend of theoretical knowledge and practical skills to prepare students for various career path

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Exploring the Evolution and Future of Computing: Moore's Law Debunked

Dive into the critical analysis of Moore's Law and Dennard Scaling by Sarita Adve from the University of Illinois, uncovering the shift towards a new era focused on doing more with less in computing hardware and software abstraction. Discover the concept of "Less Law of Computing" and the emphasis o

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Approximate Hardware Synthesis for Energy-Efficient Designs

The paper introduces an Approximate High-Level Synthesis (AHLS) approach for generating energy-optimized register-transfer-level hardware implementations from accurate high-level C descriptions. This approach considers joint precision and voltage scaling to maximize energy reductions while maintaini

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Understanding Edge Computing for Optimizing Internet Devices

Edge computing brings computing closer to the data source, minimizing communication distances between client and server for reduced latency and bandwidth usage. Distributed in device nodes, edge computing optimizes processing in smart devices instead of centralized cloud environments, enhancing data

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Understanding BlinkDB: A Framework for Fast and Approximate Query Processing

BlinkDB is a framework built on Hive and Spark that creates and maintains offline samples for fast, approximate query processing. It provides error bars for queries executed on the same data and ensures correctness. The paper introduces innovations like sample creation techniques, error latency prof

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Approximate Computing in Hardware Design: A Comprehensive Overview

Explore the groundbreaking concepts of approximate computing in hardware design, which involves embracing errors to enhance resource efficiency and performance. Delve into topics such as avoiding worst-case design, criteria for approximate HDL, safety in hardware, and relaxing accuracy requirements

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Understanding Cloud Computing in IT & E-Commerce for M.Com IVth Sem Students at I.B. PG College, Panipat

Cloud computing is a revolutionary internet-based computing model that provides shared resources, software, and information on demand. This paradigm shift allows users to access services without the need for expertise in technology infrastructure, offering benefits like scalability, cost-efficiency,

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Randomized Algorithms for Approximate Median with Elementary Probability

This content covers a lecture on a randomized algorithm for finding an approximate median element using elementary probability theory. It discusses the importance of insight and basic probability in designing and analyzing such algorithms. The lecture presents a simple probability exercise involving

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Sequential Approximate Inference with Limited Resolution Measurements

Delve into the world of sequential approximate inference through sequential measurements of likelihoods, accounting for Hick's Law. Explore optimal inference strategies implemented by Bayes rule and tackle the challenges of limited resolution measurements. Discover the central question of refining a

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Introduction to Cloud Computing: A Comprehensive Overview

Cloud computing, a transformative technology, enables easy access to applications and data from anywhere in the world, promoting collaboration and efficiency. This chapter delves into the fundamentals of cloud computing, distinguishing it from traditional desktop computing and network computing. Und

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Overview of Cloud Computing Technologies and Business Implications

Explore the concepts, technologies, and business implications of cloud computing through a discussion on multi-core processors, virtualization, cloud service models (IaaS, PaaS, SaaS), data processing models like MapReduce, and real-world case studies. Learn about the evolution of internet computing

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State-of-the-art Analysis of VM-based Cloud Management Platforms

This study delves into the modeling and analysis of cutting-edge VM-based cloud management platforms, exploring topics such as cloud computing, cloud structure, types of cloud computing, key features of cloud computing, and examples from the cloud computing industry. It discusses Infrastructure as a

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Overview of Virgo Computing Activities

Virgo computing has been a hot topic recently, with various discussions and meetings focusing on computing issues, future developments in astroparticle computing, and funding for INFN experiments. The activities include presentations, committee meetings, talks, and challenges in computing faced by V

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Research Computing and Data Services at University of Cincinnati

Research Computing and Data (RCD) at the University of Cincinnati provides digital research infrastructure services to faculty, research staff, and students. They offer support for research projects, data management, analysis, visualization, and collaboration, along with access to high-performance c

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