Presentation at AVIC (Analog VLSI International Conference) 2016, with title of "Open Source LSI Design & Fabrication Project for Distributed IP Development"
Big-Data-as-a-Service (BDaaS) in an enterprise environment requires meeting the often contradictory goals of (1) providing your data scientists, analysts, and data engineers with a self-service consumption model; (2) delivering agile and scalable on-demand infrastructure for the rapidly evolving ecosystem of big data frameworks and application software; while (3) ensuring enterprise-grade capabilities for isolation, security, monitoring, etc.
In this presentation at our BDaaS meetup in Santa Clara, Tom Phelan (chief architect and co-founder of BlueData) reviewed these goals and how to resolve the potential contradictions. He also discussed the infrastructure, application, user experience, security, and maintainability considerations required before selecting (or designing and building) a Big-Data-as-a-Service platform for an enterprise big data deployment.
More info on this BDaaS meetup can be found at: http://www.meetup.com/Big-Data-as-a-Service/events/233999817
A novel programmable attenuator based low Gm-OTA for biomedical applicationsHoopeer Hoopeer
dokumen, Scribd, SlideShare, book: Microelectronic-Devices-and-Circuits, Bit-Vector Pattern Matching Systems on the Basis of Analog-Digital Field Reprogrammable Arrays, Linear System Theory: The State Space Approach, National Academies Press (NAP), Chopper-Stabilized Low-Noise Multipath Operational Amplifier with Dual Ripple Rejection Loops, A Single Slope ADC With Row-Wise Noise Reduction Technique for CMOS Image Sensor, Docsity, TSpace, iThenticate, EBSCO, OpenAIRE, DOAJ, Novel Schmitt trigger and square-wave generator using single current amplifier, Integrated Systems Laboratory, xDevs, A Noninvasive Glucose Monitoring SoC Based on Single Wavelength Photoplethysmography, Slewing Mitigation Technique for Switched Capacitor Circuits, mathjax, Tezzaron Semiconductor, Continuous-Time ΔΣ Modulator, AMiner, A novel programmable attenuator based low Gm-OTA for biomedical applications
_Link24
Introduction to FG IMT-2020 network softwarization work and demo of softwariz...ITU
The presentation and demo shows how to slice eNodeB (eNB) and Evolved Packet Core (EPC) on our FLARE node, highly programmable network node, as proof of concept of network softwarization and network slicing for IMT-2020. In our PoC demo, we softwarize both eNB and EPC using modified OpenAirInterface and implement LTE network in a slice on top of a FLARE node, where signaling related EPC entities (e.g., MME) and eNB is implemented in a control-plane while user data forwarding and processing (e.g., SGW and PGW) is implemented in a data plane. In the data plane, we divide EPC into function elements and parallelize packet processing across on-chip many core processors. FLARE enables rapid deployment of data plane network functions with Click network-programming framework. In the control plane, we run signaling-related EPC, eNB and HSS in Docker instances within the same FLARE slice. Each LTE network slice is Dockerized (implemented in Docker), i.e., in minimal resource environment. LTE network slice instances are isolated without interfering one another. We demonstrate play back of YouTube movies on a smart phone (Nexus 5) connected to an OAI slice on FLARE.
Author : Akihiro Nakao, Ping Du, The University of Tokyo ; Masayuki Kashima, Yoshihiro Nakahira, Oki Electric Industry Co., Ltd.
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Big-Data-as-a-Service (BDaaS) in an enterprise environment requires meeting the often contradictory goals of (1) providing your data scientists, analysts, and data engineers with a self-service consumption model; (2) delivering agile and scalable on-demand infrastructure for the rapidly evolving ecosystem of big data frameworks and application software; while (3) ensuring enterprise-grade capabilities for isolation, security, monitoring, etc.
In this presentation at our BDaaS meetup in Santa Clara, Tom Phelan (chief architect and co-founder of BlueData) reviewed these goals and how to resolve the potential contradictions. He also discussed the infrastructure, application, user experience, security, and maintainability considerations required before selecting (or designing and building) a Big-Data-as-a-Service platform for an enterprise big data deployment.
More info on this BDaaS meetup can be found at: http://www.meetup.com/Big-Data-as-a-Service/events/233999817
A novel programmable attenuator based low Gm-OTA for biomedical applicationsHoopeer Hoopeer
dokumen, Scribd, SlideShare, book: Microelectronic-Devices-and-Circuits, Bit-Vector Pattern Matching Systems on the Basis of Analog-Digital Field Reprogrammable Arrays, Linear System Theory: The State Space Approach, National Academies Press (NAP), Chopper-Stabilized Low-Noise Multipath Operational Amplifier with Dual Ripple Rejection Loops, A Single Slope ADC With Row-Wise Noise Reduction Technique for CMOS Image Sensor, Docsity, TSpace, iThenticate, EBSCO, OpenAIRE, DOAJ, Novel Schmitt trigger and square-wave generator using single current amplifier, Integrated Systems Laboratory, xDevs, A Noninvasive Glucose Monitoring SoC Based on Single Wavelength Photoplethysmography, Slewing Mitigation Technique for Switched Capacitor Circuits, mathjax, Tezzaron Semiconductor, Continuous-Time ΔΣ Modulator, AMiner, A novel programmable attenuator based low Gm-OTA for biomedical applications
_Link24
Introduction to FG IMT-2020 network softwarization work and demo of softwariz...ITU
The presentation and demo shows how to slice eNodeB (eNB) and Evolved Packet Core (EPC) on our FLARE node, highly programmable network node, as proof of concept of network softwarization and network slicing for IMT-2020. In our PoC demo, we softwarize both eNB and EPC using modified OpenAirInterface and implement LTE network in a slice on top of a FLARE node, where signaling related EPC entities (e.g., MME) and eNB is implemented in a control-plane while user data forwarding and processing (e.g., SGW and PGW) is implemented in a data plane. In the data plane, we divide EPC into function elements and parallelize packet processing across on-chip many core processors. FLARE enables rapid deployment of data plane network functions with Click network-programming framework. In the control plane, we run signaling-related EPC, eNB and HSS in Docker instances within the same FLARE slice. Each LTE network slice is Dockerized (implemented in Docker), i.e., in minimal resource environment. LTE network slice instances are isolated without interfering one another. We demonstrate play back of YouTube movies on a smart phone (Nexus 5) connected to an OAI slice on FLARE.
Author : Akihiro Nakao, Ping Du, The University of Tokyo ; Masayuki Kashima, Yoshihiro Nakahira, Oki Electric Industry Co., Ltd.
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
'Scikit-project': How open source is empowering open science – and vice versaNathan Shammah
Open-source pipelines are accelerating scientific discovery, by empowering not only reproducibility of research results but also generalizability of methods. I address the rise of open source in scientific research in quantum physics and quantum information and introduce `scikit-project` a cookbook with best practices for (data) scientists.
See also https://github.com/Machine-Learning-Tokyo/MLT_Talks
Digital Fabrication Studio.01 _Fabbing @ Aalto Media FactoryMassimo Menichinelli
DIGITAL FABRICATION STUDIO (25438)
The course provides a general understanding on how to design and manufacture products and prototypes in a Fab Lab, using digital fabrication technologies and understanding their features and limits.
Students will learn how information shapes design, manufacturing and collaboration processes and artifacts in a Fab Lab. They will learn how to digitally fabricate a project or how to digitally modify an existing project; students will also learn how to manage, embed and retrieve information about a project. Projects and prototypes developed and manufactured in this course will not be interactive.
The course consists of lectures and a group project to be digitally fabricated, be it a project already designed but not yet realized or be it the modification of an existing project. Every lecture (3 hours) includes time for testing the technologies covered (1 hour) and for developing part of the group project and for receiving feedback about it (1 hour).
http://mlab.taik.fi/studies/courses/course?id=1963
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...ssuser7dcef0
Power plants release a large amount of water vapor into the
atmosphere through the stack. The flue gas can be a potential
source for obtaining much needed cooling water for a power
plant. If a power plant could recover and reuse a portion of this
moisture, it could reduce its total cooling water intake
requirement. One of the most practical way to recover water
from flue gas is to use a condensing heat exchanger. The power
plant could also recover latent heat due to condensation as well
as sensible heat due to lowering the flue gas exit temperature.
Additionally, harmful acids released from the stack can be
reduced in a condensing heat exchanger by acid condensation. reduced in a condensing heat exchanger by acid condensation.
Condensation of vapors in flue gas is a complicated
phenomenon since heat and mass transfer of water vapor and
various acids simultaneously occur in the presence of noncondensable
gases such as nitrogen and oxygen. Design of a
condenser depends on the knowledge and understanding of the
heat and mass transfer processes. A computer program for
numerical simulations of water (H2O) and sulfuric acid (H2SO4)
condensation in a flue gas condensing heat exchanger was
developed using MATLAB. Governing equations based on
mass and energy balances for the system were derived to
predict variables such as flue gas exit temperature, cooling
water outlet temperature, mole fraction and condensation rates
of water and sulfuric acid vapors. The equations were solved
using an iterative solution technique with calculations of heat
and mass transfer coefficients and physical properties.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERSveerababupersonal22
It consists of cw radar and fmcw radar ,range measurement,if amplifier and fmcw altimeterThe CW radar operates using continuous wave transmission, while the FMCW radar employs frequency-modulated continuous wave technology. Range measurement is a crucial aspect of radar systems, providing information about the distance to a target. The IF amplifier plays a key role in signal processing, amplifying intermediate frequency signals for further analysis. The FMCW altimeter utilizes frequency-modulated continuous wave technology to accurately measure altitude above a reference point.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...
Intorudction to MakeLSI:
1. Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Open Source
LSI Design & Fabrication Project
for Distributed IP Development
Junichi Akita
Kanazawa University
2. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Contents
Introduction & Background
Motivation
Moore’s Law
Analog IP Circulation
Maker Movement
Open Source LSI Design & Fabrication Project
Distributed IP Development
3. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Motivation
My Research Interest is in:
Image Sensor
Interactive System (as Application of LSI)
My Background is:
Electronics Building (Hobbyist for 35 years)
“My favorite programming language is solder.”
Interested in “What LSI / circuit is used for”,
as well as “How to design LSI / circuit”
I’m “LSI Designer” & “LSI User”
4. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Background: Moore’s Law
More MOSFETs on Single Chip
Continuous Size Reduction
ref: http://www.intel.com/jp/intel/museum/processor/index.htm
5. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
What Did Moore’s Law Achieved?
DEC VAX(1976)
1MIPS
Cray-1 (1978)
100MIPS
MIPS:Million Instruction Per Second
(World’s 1st Super Computer)
“Faster Super Computer” & “So-fast Computer Everywhere”
20000MIPS
10MIPS
100MIPS
20MIPS
20000MIPS
109MFLOPS
6. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Paradigm Shift in “LED Blinking”
No reason to employ MCU for “LED Blinking”
Low Cost, High Functionality
Extended practical application area of computer
“Feature Size Reduction” is NOT the only way
MCU
#Component=1
$1
Oscillator(555)
#Component=4
$1.5
while(1){
a = 1;
sleep(1);
a = 0;
sleep(1);
}
Possible, but non-realistic by PC
7. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
What Did Moore’s Law Caused?
Drastic Increase in LSI Design & Fabrication Cost
Shuttle Fabrication Service 〜$1k
Initial Fabrication Cost (Masks) 〜$1M
Design Tools 〜$1M
NDA (Non Disclosure Agreement) : Priceless
Fabrication Facilities 〜$1G
Impossible to pay for small-lot application
Trials in emerging applications (Hardware start-ups)
Hobbyists
8. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Background: Analog IP Circulation
Trials for Analog IP Circulation
Design and Reuse, Balcelona, …
Limited Market
Complicated Procedure for Using
Restriction by NDA
Depends on Fabrication Process
(MOS Parameters, Device Parameters, ...)
9. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Background: Maker Movement
“Fabrication”, from Hobby to Industry
Easy-to-Use of Fabrication Technologies
Electronics, 3D Printing, …
Ecosystem of Suppliers, Designers, and Consumers
Wide Variety, Large Amount of Long-tail Needs
Small Lot Fabrication Enabled
Crowd Funding = Marketing & Funding
STEM / STEAM Education
Actually the user of LSI is spreading!
350 Exhibitors
@Maker Faire Tokyo 2015
10. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Ecosystem in ShenZhen: HuaQiangBei
10
“ShanZhai” Product
Not Fake Copy, Advanced Product
1 mon from Plan to Mass Production
“Infinite” Component Market
“Used Mobile Phone Shop” in HuaQiangBei
Modules
& ComponentsBreakaway
into Components
• Component Supplier
• Manufacturor (PCB, Assembly, Body/Chassis)
• Innovator / Hardware-Startups
• VC &Angel & Acclerator
11. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Easy-to-Use Technologies
Example: PCB
CAD($1k) & Fabrication($1k) & Long TAT (1mon)
CAD($10) & Fabrication($10) & Short TAT (1w)
Example: MCU
Complier($10k) & Library ($10k) & EvaBoard($10k)
Compiler & Library(Free) & Arduino ($10)
Low Cost, Easy-to-Use Tools Extends…
Range of Users from Professionals
to Everyone (Armatures to Innovators)
Range of Products from Commercial to Everything
12. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Is “LSI” a Tool for Everyone?
Most people can’t imagine
to “design original LSI”
Too expensive, Too complicated, No Experiences
Most people simply consider to buy LSI
MCU, Sensors, …
Lots Realized
Restrictions in Thinking: Using Exsisting LSI
Everyone can use Kinect, Few can invent
Kinect
Losing Chance of Innovation
13. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
What Required for “LSI as Tool”?
CAD Tool
Too Expensive Commercial Tools
Too Complicated CAD System
Fabrication Service
Too Expensive, Too Long TAT (several months)
Strict NDA (prevents sharing know-hows, user
community)
User Community
Specialists who know not only “How to design”,
but also “What to use” LSIs.
14. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
MakeLSI: - Outline
Know-how Sharing
Freeware CAD
Basic Knowledges
Community
100+ in ML
LSI Specialists & Non-specialists
No Qualification for Contribution
NDA-Free Fabrication
Lambda-rule 〜1[um]
http://ifdl.jp/make_lsi
15. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
MakeLSI: - Tools
Layout Tool: Wgex by Prof. Asada @ U.Tokyo
Circuit Extraction & DRC
Circuit Simulator: LTspice / Spice3
Logic Synthesize & P&R: Alliance
Commonly Used in Project
Sharing Know-hows in usage
and design
Integrating & Sharing IPs
16. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
MakeLSI: - Fabrication
Fabrication Trials with Multi Chip Project
at Kitakyushu’s Facilities
CMOS 2[um], 2Al Technology, NDA-Free
(Preparing) Phenitec Semiconductors’s Shuttle
CMOS 0.6[um], 3Al Technology
NDA-Free Design Rule based on Kitakyushu’s Rule,
shrinking x0.3
(Future) minimalfab by AIST, Japan
0.5in wafer, Mask-less exposure, 1week TAT
20. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Distributed IP Development
Framework=NDA-Free, Common-Technologies/Tools
Rapid IP Development
Developed by lots of contributors
Possible Low Quality (bugs, errors, …)
Quality can be improved by contributors,
Cf. OSS (Open Source Software; Linux, etc.)
Quality will be rapidly improved by contributors
Contributors’ passions for development & improvement
(user community)
Open framework (source code, license, …)required
21. 2016/10/13 Interface Device Laboratory, Kanazawa University http://ifdl.jp/
Summary
Effect of Moore’s Law
High Performance & Wide Spread of Applications
Technology MUST become a Tool for Everyone
Wide application, Seed of innovation
Open Source LSI Development
Open framework, NDA-Free
Rapid development & improvement in IP