Talk by Derick Jose - Co-founder and Chief Product Officer of M2M platform at Flutura at The Hive Big Data Think Tank Internet of Things Meetup hosted at Intel India
Quantum computing description in short. History about quantum computers. Hero's of quantum computers,. introductions abstract what are quantum computers
Quantum Computing: Welcome to the FutureVernBrownell
Vern Brownell, CEO at D-Wave Systems, shares his thoughts on Quantum Computing in this presentation, which he delivered at Compute Midwest in November 2014. He addresses big questions that include: What is a quantum computer? How do you build one? Why does it matter? What does the future hold for quantum computing?
CONSEQUENCES OF INTEGRATION IN DIGITAL SYSTEM DESIGNSklezeh
Digital systems design teams are facing exponentially growing complexities and need processes and tools that reduce the time needed to gain insight into difficult system integration problems.
Quantum Computers- How do quantum computers worktexolworld
Quantum computers are a new generation of computers built to solve the problem of exponential scaling. Quantum computers may be the breakthrough step in technological development. In the tech and business world, there is a lot of hype about quantum computing.
https://www.texolworld.com/
Quantum computing description in short. History about quantum computers. Hero's of quantum computers,. introductions abstract what are quantum computers
Quantum Computing: Welcome to the FutureVernBrownell
Vern Brownell, CEO at D-Wave Systems, shares his thoughts on Quantum Computing in this presentation, which he delivered at Compute Midwest in November 2014. He addresses big questions that include: What is a quantum computer? How do you build one? Why does it matter? What does the future hold for quantum computing?
CONSEQUENCES OF INTEGRATION IN DIGITAL SYSTEM DESIGNSklezeh
Digital systems design teams are facing exponentially growing complexities and need processes and tools that reduce the time needed to gain insight into difficult system integration problems.
Quantum Computers- How do quantum computers worktexolworld
Quantum computers are a new generation of computers built to solve the problem of exponential scaling. Quantum computers may be the breakthrough step in technological development. In the tech and business world, there is a lot of hype about quantum computing.
https://www.texolworld.com/
Quantum Computers New Generation of Computers PART1 by Prof Lili SaghafiProfessor Lili Saghafi
This lecture is intended to introduce the concepts and terminology used in Quantum Computing, to provide an overview of what a Quantum Computer is, and why you would want to program one.
The material here is using very high level concepts and is designed to be accessible to both technical and non-technical audiences.
Some background in physics, mathematics and programming is useful to help understand the concepts presented.
Exploits Quantum Mechanical effects
Built around “Qubits” rather than “bits”
Operates in an extreme environment
Enables quantum algorithms to solve very hard problems
This research paper gives an overview of quantum computers – description of their operation, differences between quantum and silicon computers, major construction problems of a quantum computer and many other basic aspects. No special scientific knowledge is necessary for the reader.
D-WaveQuantum ComputingAccess & applications via cloud deploymentRakuten Group, Inc.
Dr. Colin will give a brief overview of the current state of quantum computing and how D-wave is contributing to state-of-the-art quantum computing solutions and it's use cases.
A file on Quantum Computing for people with least knowledge about physics, electronics, computers and programming. Perfect for people with management backgrounds. Covers understandable details about the topic.
Quantum Computers are the future and this manual explains the topic in the best possible way.
-It is a good ppt for a beginner to learn about Quantum
Computer.
-Quantum computer a solution for every present day computing
problems.
-Quantum computer a best solution for AI making
After Moore’s law-which states that the number of
microprocessors/transistors on an integrated circuit doubles
once every two years at the same cost—is running out of
steam. The question is what might replace it
Gordon Moore’s Law benefits for some degree of expansion.
Already larger smartphones and tablets and improvements in
hardware efficiency are picking up some of the slack as it
becomes harder and harder to fit more transistors on a dense
integrated circuit.
So the Moore’s Law must come to an end because it is a
physical phenomenon governed by the physical limits of the
universe.
To solve for the future we need to design a new type of
computer which, aptly named “Quantum computers”, utilizes
the laws of quantum mechanics to create exponentially greater
processing power and uses a new unit of information called a “
Qubit ”, rather than a bit.
Scientists have already built basic Quantum computers that can
perform certain calculations; but a practical quantum computer
is still years away. In this presentation you’ll learn what a
quantum computer is and for what it’ll be used in the next era of
computing.
We at Flutura are helping Retail Energy Providers to realize value from their data.
These 7 nano apps for Retail Energy Providers helps them stay one step ahead of competition in a highly volatile market.
Flutura's Big Data Workshop - Flattening the JargonFlutura DS
Flutura's highly popular Big Data Workshop - Flattening the Jargon is back! Sessions starting December 1st.
For registrations and further queries, drop a mail to workshop@flutura.com.
Music : 'I dunno' by Grapes.
In a world which is going to be taken over by machines "karma outsourced" through the IOT revolution, algorithms would play an important role. These are some of the key learnings Flutura has had in developing data products for industrial IOT.
Untethered health in a networked society by James MathewsThe Hive
Talk by James Mathews, Chairman, Health 2.0 India
CEO, Whiteboard Design Pvt Ltd at The Hive Big Data Think Tank Meetup - Healthcare 2.0 hosted at the EMC India.
Search at Linkedin by Sriram Sankar and Kumaresh PattabiramanThe Hive
Search is an important and integrated part of the overall LinkedIn experience, and it takes many forms - such as Instant, SERP, Recruiter Search, Job Seeker, etc. Search needs to deal with both structured and unstructured content, and be personalized.
In this talk, Sriram will describe Linkedin unified infrastructure to support these different needs, and will provide some insights into our various approaches to search quality.
The Hive Think Tank: Rocking the Database World with RocksDBThe Hive
Igor Canadi, Facebook
Igor is a software engineer at Facebook where his job is making databases more awesome. He recently graduated from University of Wisconsin-Madison with Masters degree in Computer Science. During his time at UW-M, he worked with prof. Paul Barford in the area of internet measurement and analysis. Igor got his undergraduate degree from University of Zagreb in Croatia. During his undergraduate years, he founded and developed a local non-profit organization that focuses on educating talented high-school students.
Quantum Computers New Generation of Computers PART1 by Prof Lili SaghafiProfessor Lili Saghafi
This lecture is intended to introduce the concepts and terminology used in Quantum Computing, to provide an overview of what a Quantum Computer is, and why you would want to program one.
The material here is using very high level concepts and is designed to be accessible to both technical and non-technical audiences.
Some background in physics, mathematics and programming is useful to help understand the concepts presented.
Exploits Quantum Mechanical effects
Built around “Qubits” rather than “bits”
Operates in an extreme environment
Enables quantum algorithms to solve very hard problems
This research paper gives an overview of quantum computers – description of their operation, differences between quantum and silicon computers, major construction problems of a quantum computer and many other basic aspects. No special scientific knowledge is necessary for the reader.
D-WaveQuantum ComputingAccess & applications via cloud deploymentRakuten Group, Inc.
Dr. Colin will give a brief overview of the current state of quantum computing and how D-wave is contributing to state-of-the-art quantum computing solutions and it's use cases.
A file on Quantum Computing for people with least knowledge about physics, electronics, computers and programming. Perfect for people with management backgrounds. Covers understandable details about the topic.
Quantum Computers are the future and this manual explains the topic in the best possible way.
-It is a good ppt for a beginner to learn about Quantum
Computer.
-Quantum computer a solution for every present day computing
problems.
-Quantum computer a best solution for AI making
After Moore’s law-which states that the number of
microprocessors/transistors on an integrated circuit doubles
once every two years at the same cost—is running out of
steam. The question is what might replace it
Gordon Moore’s Law benefits for some degree of expansion.
Already larger smartphones and tablets and improvements in
hardware efficiency are picking up some of the slack as it
becomes harder and harder to fit more transistors on a dense
integrated circuit.
So the Moore’s Law must come to an end because it is a
physical phenomenon governed by the physical limits of the
universe.
To solve for the future we need to design a new type of
computer which, aptly named “Quantum computers”, utilizes
the laws of quantum mechanics to create exponentially greater
processing power and uses a new unit of information called a “
Qubit ”, rather than a bit.
Scientists have already built basic Quantum computers that can
perform certain calculations; but a practical quantum computer
is still years away. In this presentation you’ll learn what a
quantum computer is and for what it’ll be used in the next era of
computing.
We at Flutura are helping Retail Energy Providers to realize value from their data.
These 7 nano apps for Retail Energy Providers helps them stay one step ahead of competition in a highly volatile market.
Flutura's Big Data Workshop - Flattening the JargonFlutura DS
Flutura's highly popular Big Data Workshop - Flattening the Jargon is back! Sessions starting December 1st.
For registrations and further queries, drop a mail to workshop@flutura.com.
Music : 'I dunno' by Grapes.
In a world which is going to be taken over by machines "karma outsourced" through the IOT revolution, algorithms would play an important role. These are some of the key learnings Flutura has had in developing data products for industrial IOT.
Untethered health in a networked society by James MathewsThe Hive
Talk by James Mathews, Chairman, Health 2.0 India
CEO, Whiteboard Design Pvt Ltd at The Hive Big Data Think Tank Meetup - Healthcare 2.0 hosted at the EMC India.
Search at Linkedin by Sriram Sankar and Kumaresh PattabiramanThe Hive
Search is an important and integrated part of the overall LinkedIn experience, and it takes many forms - such as Instant, SERP, Recruiter Search, Job Seeker, etc. Search needs to deal with both structured and unstructured content, and be personalized.
In this talk, Sriram will describe Linkedin unified infrastructure to support these different needs, and will provide some insights into our various approaches to search quality.
The Hive Think Tank: Rocking the Database World with RocksDBThe Hive
Igor Canadi, Facebook
Igor is a software engineer at Facebook where his job is making databases more awesome. He recently graduated from University of Wisconsin-Madison with Masters degree in Computer Science. During his time at UW-M, he worked with prof. Paul Barford in the area of internet measurement and analysis. Igor got his undergraduate degree from University of Zagreb in Croatia. During his undergraduate years, he founded and developed a local non-profit organization that focuses on educating talented high-school students.
Advanced Visual Analytics and Real-time Analytics at Platform scale by Brian ...The Hive
Some of the most demanding real-time big data driven platforms on the Internet today are in programmatic advertising and real-time bidding.
These platforms continuously ingest, store, analyze and act on billions of events and terabytes of data to personalize interactions with every click and swipe across websites, mobile apps, emails, social media, sensors and more. But that’s not enough. In order to win at auction, capture the user’s attention and drive revenue, they must continuously extract new insights with advanced visual analytics and combine these insights with real-time data to perform real-time analytics, moment-by-moment, all the time.
Brian Bulkowski, co-founder & CTO of Aerospike, an open source flash-optimized NoSQL database, will talk about the latest developments in storage and lead a discussion with Kiran about the challenges and opportunities created for analytics at platform scale.
Startup Series: Lean Analytics, Innovation, and Tilting at WindmillsThe Hive
Fifty years ago, a typical company on the S&P 500 stayed there for three-quarters of a century. Today, they last only fifteen years. Technological disruption has run roughshod through the boardrooms of the world.
At the same time, small startups with nothing to lose have become more methodical about iteration, experimentation, and innovation. Fueled by deep investment backing and unfettered by legacy distractions like regulation, customers, and infrastructure, they're turning into Billion-dollar ventures.
From lackluster jobs growth to tech speculation to the disruption of nearly every industry, the death of big companies is the elephant in the room. But can we teach the elephant to dance? Join author, entrepreneur, and Strata conference chair Alistair Croll for a look at how some large organizations are applying data-driven methods, a deliberate portfolio of innovation, and Lean approaches that help them survive—and even thrive—in a changing competitive landscape.
IoT Supercharged: Complex event processing for MQTT with Eclipse technologiesIstvan Rath
Slides for our talk at EclipseCon Europe 2015. More details at https://www.eclipsecon.org/europe2015/session/iot-supercharged-complex-event-processing-mqtt-eclipse-technologies
Jason Christopher, Dragos Principal Cyber Risk Advisor, joins CyberWire for this podcast that discusses the evolution of ICS/OT ransomware, its impacts on the community, and cybersecurity best practices ICS/OT practitioners can implement to combat it. Listen to the full podcast here: https://dragos.com/resource/ransomware-in-an-industrial-world/
Testing Safety Critical Systems (10-02-2014, VU amsterdam)Jaap van Ekris
Presentation about the steps required for Verifying and Validating safety critical systems, as well as the test approach used. It goes beyond the simple processes, and also talks about the required safety culture and people required. The presentation contains examples of real-life IEC 61508 SIL 4 systems used on stormsurge barriers...
2015 05-07 - vu amsterdam - testing safety critical systemsJaap van Ekris
Presentation about the steps required for Verifying and Validating safety critical systems, as well as the test approach used. It goes beyond the simple processes, and also talks about the required safety culture and people required. The presentation contains examples of real-life IEC 61508 SIL 4 systems used on stormsurge barriers...
Mark Carney presents quantum exploits for quantum hackers! These are the slides for his talk given at DEF CON 30, on 12th Aug 2022
In this talk Mark presents a concise quantum overview, some quantum implants for use with quantum exploits, the real way to think about 'store-now decrypt-later', what 'quantum crime' will looks like, and finally comes to the launch of the world's first embedded quantum simulator - uQ (https://github.com/Quantum-Village/micro-quantum)
Mark has thought long and hard about the realities of the post-quantum future - and has some deep insights into how hackers can (and probably will) shape the future of this industry, and maybe the world.
Come and explore the new and exciting world of quantum computing, and find out what the future really holds @ Quantum Village!
2016-04-28 - VU Amsterdam - testing safety critical systemsJaap van Ekris
Presentation about the steps required for Verifying and Validating safety critical systems, as well as the test approach used. It goes beyond the simple processes, and also talks about the required safety culture and people required. The presentation contains examples of real-life IEC 61508 SIL 4 systems used on stormsurge barriers.
This is a presentation I recently presented to the Brisbane AWS User Group.
"AWS is a standard place to do business, but it can also be used for fun. Mark runs us through a recent project leveraging AWS IoT, Cognito, S3, DynamoDB, a sensor or two and his plants(?!).
Come and see how easy it is to innovate on AWS and have a working solution in a short space of time."
ICTON 2019 France Keynote Presentation
Only 50 years ago network design was dominated by well defined, characterised, and understood services, but the launch of mobile services in the 1980s brought that era of certainty and stability to a rapid close. Not only where mobile users different in their habits, they discovered TXT! At almost the same time the internet and dial-up modems were introduced, and these compounded the situation further. Since that time network designers have been largely guessing as to what services they should accommodate and when.
The real culprits of chaos here are accelerating technologies and the new services they engender. For example: Facebook did not exist 15 years ago; WhatsApp 10 years ago; Snapchat 8 Years ago; whilst Video/Audio downloading and streaming were not mainstream just 3 years ago. And waiting in the wings we have the IoT and AI services. Needless to say most networks and network designers will continue to be wrong footed by the pace of change!
Tsinghua University: Two Exemplary Applications in ChinaDataStax Academy
In this talk, we will share the experiences of applying Cassandra with two real customers in China. In the first use case, we deployed Cassandra at Sany Group, a leading company of Machinery manufacturing, to manage the sensor data generated by construction machinery. By designing a specific schema and optimizing the write process, we successfully managed over 1.5 billion historical data records and achieved the online write throughput of 10k write operations per second with 5 servers. MapReduce is also used on Cassandra for valued-added services, e.g. operations management, machine failure prediction, and abnormal behavior mining. In the second use case, Cassandra is deployed in the China Meteorological Administration to manage the Meteorological data. We design a hybrid schema to support both slice query and time window based query efficiently. Also, we explored the optimized compaction and deletion strategy for meteorological data in this case.
Scaling IoT: Telemetry, Command & Control, Analytics and the CloudNick Landry
The Internet of Things (IoT) is here today in the devices, sensors, cloud services, and data your business uses. While it’s easy to connect a few devices to the cloud and send telemetry data, how do you scale this to hundreds or thousands or millions of devices? Microsoft delivers a flexible cloud-based approach that enables enterprises to capitalize on IoT by gathering, storing, and processing data centrally. This session provides an overview of Azure IoT Services including telemetry ingestion in IoT Hubs, near-real time stream analytics, reliable, bi-directional communication, device registration & security, transient or permanent storage, data processing, and finally presentation & visualization. We’ll also cover how Azure IoT Hubs support a broad set of devices, operating systems like Linux, Windows, mbed & TI RTOS, as well as protocols like HTTPS, MQTT and AMQPS. Learn about Microsoft's open position on IoT, and the technology and services being delivered to help you easily build IoT solutions tailored to your needs.
Similar to IOT Use Cases by Derick Jose - Co-founder and Chief Product Officer of M2M platforms at Flutura (20)
Quantum Computing (IBM Q) - Hive Think Tank Event w/ Dr. Bob Sutor - 02.22.18The Hive
Dr. Bob Sutor is Vice President for AI, Blockchain, and Quantum Solutions at IBM Research. In this role he is the R&D executive leading a large global group of scientists, software engineers, and designers who create and integrate leading edge science and technologies to give IBM's clients the most advanced solutions available. Our work is often mathematically-based and thus includes AI technologies like machine learning, deep learning, text and image analytics, statistics, predictive analytics, and optimization. Sutor co-leads the IBM Research effort to support IBM's commercial blockchain efforts with advanced innovations across a broad range of its embedded technologies. He leads the group developing the next generation software stack and algorithms for quantum computers.
Dr. Sutor has an undergraduate degree from Harvard College and a Ph.D. from Princeton University, both in Mathematics.
The Hive Think Tank: Rendezvous Architecture Makes Machine Learning Logistics...The Hive
Think Tank Event 10/23/2017, hosted by The Hive and presented by Ted Dunning, Chief Application Architect of MapR Technologies and Ellen Friedman of MapR Technologies.
The Hive Think Tank: AI in The Enterprise by Venkat SrinivasanThe Hive
This The Hive Think Tank talk by Venkat Srinivasan, CEO of RAGE Frameworks, focuses on successful applications of AI in the Enterprise. We start with a broad and more inclusive definition of AI in the context of enterprise business processes.
We introduce a taxonomy of AI solution methods that broaden the focus beyond a narrow focus on deep learning based on neural nets. In line with the taxonomy, we present several successful AI applications in use today at major corporations across industries including financial services, manufacturing/retail, professional services, logistics. These applications range from commercial lending, contract review, customer service intelligence, market and competitive intelligence, signals for capital markets, regulatory compliance and others.
The Hive Think Tank: Machine Learning Applications in Genomics by Prof. Jian ...The Hive
In this The Hive Think Tank talk, Professor Jian Ma introduces machine learning methods that can be used to help tackle some of the most intriguing questions in genomics and biomedicine. He discusses the research projects in his group to study genome structure and function, including algorithms to unravel complex genomic aberrations in cancer genomes and gene regulatory principles encoded in our genome, by utilizing
probabilistic graphical models and deep neural network techniques. The knowledge obtained from such computational methods can greatly enhance our ability to understand disease genomes.
The Hive Think Tank: The Future Of Customer Support - AI Driven AutomationThe Hive
The Hive Think Tank Panel Discussion moderated by Kate Leggett (Forrester) with panelists: Allan Leinwand (ServiceNow), Nitin Narkhede (Wipro), Jason Smale (Zendesk), Dan Turchin (Neva). The future of customer support is AI-driven virtual agents. Soon, we’ll interact conversationally with bots that know who we are, how we’re impacted, and what we need. Soon, the capabilities of virtual agents will far exceed those of today’s best human agents. We’ll receive support that is more reliable than friends, more accurate than social media, and less frustrating than waiting on hold.
The Hive Think Tank: Talk by Mohandas Pai - India at 2030, How Tech Entrepren...The Hive
Over the next 15 years, India's growth will be fueled by its startups. Today, there are over 20,000 startups in India that have created a value of $80 billion and employ 325,000 people. Over the next ten years, by 2025, there will be 100,000 startups in the country that would have created over $500 billion of value and employ 3.2 million people.
This talk is about India's growth over the next 15 years and the prominent role that entrepreneurs and startups will play in its rapid evolution.
The Hive Think Tank: The Content Trap - Strategist's Guide to Digital ChangeThe Hive
In this The Hive Think Tank talk Harvard Business School Professor of Strategy Prof. Bharat Anand shares his insights on the Digital innovation trends that are shaping the way organizations will act in the future.
In this talk, Professor Anand presents the findings from his forthcoming book. To answer these questions, Anand examines a range of businesses around the world, from Chinese internet giant Tencent to Scandinavian digital trailblazer Schibsted, from The New York Times to The Economist, and from talent management to the future of education.
In this The Hive Think Tank talk, Heron team provides an introduction to Heron, how it is being used at Twitter and shares an operating experiences and challenges of running Heron at scale. They recently announced the open sourcing of Heron under the permissive Apache v2.0 license. Heron has been in production nearly 2 years and is widely used by several teams for diverse use cases. Prior to Heron, Twitter used Apache Storm, which we open sourced in 2011. Heron features a wide array of architectural improvements and is backward compatible with the Storm ecosystem for seamless adoption.
The Hive Think Tank: Unpacking AI for Healthcare The Hive
In this The Hive Think Tank talk, Ash Damle, CEO of Lumiata takes a deep dive into Lumiata’s core technological engine - the Lumiata Medical Graph, which applies graph-based machine learning to compute the complex relationships between health data in the same way that a physician would, and how this medical AI engine powers personalization and automation within risk and care management.
The Hive Think Tank: Translating IoT into Innovation at Every Level by Prith ...The Hive
In this presentation Prith Banerjee discusses how a sustainable future must become radically more efficient with the way we use energy. He shared how the Internet of Things (IoT) and the convergence of Operational Technology (OT) and Information Technology (IT) are enabling Schneider Electric's innovation at every level, redefining power and automation for a new world of energy which is more electric, decarbonized, decentralized and digitized. Prith shared how, in this new world of energy, Schneider ensures that Life Is On everywhere, for everyone and at every moment. He also shared a set of IoT predictions for the future, based on findings of the company’s recent IoT Survey of 2,500 top business executives.
The Hive Think Tank - The Microsoft Big Data Stack by Raghu Ramakrishnan, CTO...The Hive
Until recently, data was gathered for well-defined objectives such as auditing, forensics, reporting and line-of-business operations; now, exploratory and predictive analysis is becoming ubiquitous, and the default increasingly is to capture and store any and all data, in anticipation of potential future strategic value. These differences in data heterogeneity, scale and usage are leading to a new generation of data management and analytic systems, where the emphasis is on supporting a wide range of very large datasets that are stored uniformly and analyzed seamlessly using whatever techniques are most appropriate, including traditional tools like SQL and BI and newer tools, e.g., for machine learning and stream analytics. These new systems are necessarily based on scale-out architectures for both storage and computation.
Hadoop has become a key building block in the new generation of scale-out systems. On the storage side, HDFS has provided a cost-effective and scalable substrate for storing large heterogeneous datasets. However, as key customer and systems touch points are instrumented to log data, and Internet of Things applications become common, data in the enterprise is growing at a staggering pace, and the need to leverage different storage tiers (ranging from tape to main memory) is posing new challenges, leading to caching technologies, such as Spark. On the analytics side, the emergence of resource managers such as YARN has opened the door for analytics tools to bypass the Map-Reduce layer and directly exploit shared system resources while computing close to data copies. This trend is especially significant for iterative computations such as graph analytics and machine learning, for which Map-Reduce is widely recognized to be a poor fit.
While Hadoop is widely recognized and used externally, Microsoft has long been at the forefront of Big Data analytics, with Cosmos and Scope supporting all internal customers. These internal services are a key part of our strategy going forward, and are enabling new state of the art external-facing services such as Azure Data Lake and more. I will examine these trends, and ground the talk by discussing the Microsoft Big Data stack.
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Unleashing the Power of Data_ Choosing a Trusted Analytics Platform.pdfEnterprise Wired
In this guide, we'll explore the key considerations and features to look for when choosing a Trusted analytics platform that meets your organization's needs and delivers actionable intelligence you can trust.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
3. What ǁe͛ll Đoǀer iŶ Ŷedžt 30 mins
1. 12 IOT Technical Design Patterns + Biz Use cases
2. 5 Key Learnings
3. 7 Emergent Transitions which play itself out
5. Machines meet Software !
• The Ultiŵate UŶioŶ … Software + PhLJsiĐal iŶterǁoǀeŶ… walls are falling
• Value moving from Machines S/W
• Machines as a Service ( MAAS )
• Intelligence can live anywhere
• Edge
• Command centre
• Anywhere between machines controller and universal network level
6. Scenario-1 :
Event sink
Massive sensor event ingestion
Flow sensors
Steam pressure
sensors
Temperature
sensors
Status sensors
10. Scenario-5 : ͞Is it reallLJ ďad ?͟ TriaŶgulatiŶg
false alarms
• A smoke alarm goes of on second floor
• It could be a smoker doing it in isolation
• GCC wants to verify it
• They look at the status of adjacent sensors on same floor on different
floor
TRIANGULATE !
11. Scenario-6 :
͞I ǁaŶt to Dig deep iŶto aŶ asset͟
Digging Deeper into Strategic asset sensors
12. Discovering buried cause and effects
Scenario-7 : ͞I haǀe a
huŶĐh͟ – Hypothesis
testing of domino
effect
16. X
X
4
X
X
X
X
3
X
X
X
2
X
X
1
Day-1 9:12 am
Fuse blowout
Day-6 3:15 pm
Line
Maintenance
Inspection
Day-9 10:15 pm
Transformer or
Eco system device
recalibration
Day-11 3:15 pm
Three 2 sigma Voltage
Surge Event occurred
Within 24 hours
Day-12 3:15 pm
Power Outage
Breaks down
X
Scenario-11 : Diagnosing Asset outcomes
25. Transition-3 :
From Fragmentation to Standardisation
• Mind-sets + Interop /IOT Standards +
Wrappers
• MaŶufaĐturer͛s ďasiĐ iŶstiŶĐt is to lock things
down