Fujitsu s CPF Based Low Power Design Status & Today s Power Format

Size: px
Start display at page:

Download "Fujitsu s CPF Based Low Power Design Status & Today s Power Format"

Transcription

1 Fujitsu s CPF Based Low Power Design Status & Today s Power Format 2009/05/20 Fujitsu Microelectronics Ltd.

2 Agenda Fujitsu s Low Power Design History and Results Fujitsu s CPF Low Power Design Flow CPF vs. UPF 1

3 Agenda Fujitsu s Low Power Design History and Results Fujitsu s CPF Low Power Design Flow CPF vs. UPF 2

4 Low Power Design History Power Forward Initiative (PFI) Launch ( 06.5) Donated CPF to Si2 ( 06.12) Released CPF1.0 ( 07.3) Released CPF1.1 ( 08.10) Published LP Design Guide (1 st edition) by PFI ( 08.4) PFI, Si2 s Major Activities Published Japanese version LP Design Guide ( 08.12) Joined PFI as core member Contributed Fujitsu LP design methodology to LP Design Guide Started CPF flow verification as Proof-Point Project Introduced CPF on Fujitsu design flow Present at CDN Live! Japan (Jul. 2007) Fujitsu s Major Activities Adopted CPF flow for actual design Present Low Power Seminar (May. 2008) Present CDN Live! Japan (Jul. 2008) Released LSI which was adopted CPF flow 3

5 CPF Low Power Design Flow Merit Power Gating Multi- Conventional Need Expert Need many Work-Around CPF Adoption Enable short TAT due to easy to design 4

6 Agenda Fujitsu s Low Power Design History and Results Fujitsu s CPF Low Power Design Flow CPF vs. UPF 5

7 CPF Low Power Design Flow RTL CPF RTL Sim (IUS) Shut-off function verification CPF debug Logic Synthesis (RC) DFT Layout (SoCE) Isolator/Level Shifter insertion Power Switch insertion Low Power Check (CLP) Structure Check Design Rule Check Function Check Verification (ETS/EPS) 6

8 CPF (Common Power Format) Describes Power Intent as LSI Specification. Describes Power Intent depending on a design phase. design.cpf source library.cpf source libset.cpf set_design DESIGN_NAME set_hierarchy_separator "/ source logical.cpf source physical.cpf end_design library.cpf define_always_on_cell define_isolation_cell define_level_shifter_cell define_power_switch_cell logical.cpf create_power_domain create_nominal_condition create_power_mode create_isolation_rule create_level_shifter_rule libset.cpf define_library_set physical.cpf create_power_nets create_global_connection : Low Power Cell def. Power Domain def. Power Mode def. Isolation Rule def. Shifter Rule def. Library Set def. Power Net def. Power Conn. def. MMMC spec. Design Phase Implementation, Physical Low Power Check Logical Low Power Check Logic Simulation 7

9 Shut-off Simulation with CPF Just prepare logical.cpf to run shut-off simulation. create_power_domain -name PDD -default create_power_domain -name -instances ul1 -shutoff_condition upmu/pso create_isolation_rule -name ISO_ -from -isolation_output low -isolation_condition!upmu/isoen create_nominal_condition -name ON12 -voltage 1.2 create_power_mode -name PM1 -default create_power_mode -name PM2 _conditions (PDD) ul1 () pso upmu isoen RTL CPF IUS Verify Verify X prop. prop. & clamp clamp signal signal with with virtual virtual PSW PSW & Isolator Isolator (PDD) ul1 () X pso OFF upmu isoen 8

10 Isolator / Level Shifter Insertion Isolator / Level Shifter are automatically inserted according to CPF spec. by loading netlist and CPF to SoCE. CPF Isolator / Level Shifter Insertion & Power Domain I/F Isolation Clamp Polarity Isolation Control Signal Isolator / Level Shifter Cell Name Inserted Location (PDD) pso upmu (PDD) pso upmu ul1 () isoen Netlist SoCE ul1 () isoen ISO ul2 (PD2) ul2 (PD2) LS 9

11 Logic and Physical Interface All design intents are not always described in CPF. TOP (ON) (OFF) Depending on the option of the simulator, it can handle this signal as a buffer or as a net. As a net There There is is a risk risk that that CPF CPFcan not not transfer design design intent intent to to implementation properly. As a buffer TOP (ON) H (OFF) H TOP (ON) H (OFF) L L 10

12 Isolation logic equivalence check (1) Need to verify equivalence between Isolators inserted by SOCE and Isolators virtually inserted by RTL simulation. (PDD) pso upmu RTL ul1 () isoen CPF Netlist IUS SoCE (PDD) pso OFF ul1 () upmu isoen Logically Equivalent?? (PDD) ul1 () pso upmu isoen X 11

13 Isolation logic equivalence check (2) Virtual Isolator (in RTL simulation) verification flow CPF RTL Simulation (IUS) Synthesis (RC) Isolator Insertion Log ISO-pin ISO active value Netlist DFT CPF Load (SoCE) Netlist Edit (RC) Utility Script p1/out1 high low d1/out1[2] p1/out1 high low d1/out1[1] p1/out1 high high d2/in1[3] p1/out1 low high d3/in1[0] ISO output value Insert pin Netlist Netlist Formal verification (Conformal-LEC) 12

14 Isolation logic equivalence check (3) Plan to verify virtual Isolator using Conformal-LP CPF RTL Simulation (IUS) Synthesis (RC) LP Inserted Location Info Netlist DFT CPF Load (SoCE) Netlist commit cpf insert_logic Verification (Conformal-LP) 13

15 Rush Current Control The challenges of On Chip Power Gating Supplying enough current to the circuit, realizing small IR-Drop. Controlling Rush current when Power Switches are turned on. PowerIC IR-Drop PowerIC Rush Current Active Circuit Active Circuit Control LSI Power supply Noise Active Circuit Under wake-up process Control LSI Control of of appropriate Power Switch and adjustment of of the size are important 14

16 COLUMN Type Power Switch vs. RING Type Power Switch Area efficiency Routing efficiency Hard IP COLUMN Type PSW Tr size is small PSW prevents horizontal routing Not applicable Need to re-create physical design for power shut-off RING Type PSW Tr size is large No routing restriction inside Power Domain Easy to re-use for power shut-off Wire Blockage Power Supply PSW Corner Cell PSW Filler Cell Macro Macro 15

17 Power Switch Insertion and Placement SOCE can insert & place PSW automatically & accurately based on the specification in CPF update_power_domain -name -primary_power_net 1 create_power_switch_rule -name PSW_ -external_power_net update_power_switch_rule -name PSW_ -cells PSWCELL -prefix PSW -enable_condition_1 {!upmu/pso} (1) pso upmu Power Switch Filler Cell Corner Cell 16

18 Power Domain Aware P&R (1) CPF Netlist.lib.lib.lib lef lef LEF SoCE.lib.lib.lib.lib.lib.lib.lib.lib Library assignment per Power Domain Default.lib.lib.lib.lib ROW partitioning for Power Domain Power Domain PD2 Place Level Shifter & Isolator close to Power Domain boundary.lib.lib.lib.lib PD4 PD3.lib.lib.lib.lib 17

19 Power Domain Aware P&R (2) CPF Netlist.lib.lib.lib lef lef LEF SoCE Placement (Std Cell Placement Scan-Reorder) Optimization (according to Power Domain and ISO/LS Rule) Multi-Mode/Multi-Corner Optimization (can be defined in in CPF) CTS (keep Power Domain Ports) Routing (w/i Power Domain, Antenna Diode insertion, tie-high/low conn.) Physical Cell Placement (Decap, Well Tap, Filler) 18

20 Low Power Check (1) Power Domain A Power Domain B Check Is Isolator or Level Shifter inserted correctly? PSO PDA =1.2V B=1.3V PDB Power Switch Check Is power supply connected correctly? Is Isolator s clamp signal correct? Check Check D Level Shifter Does Isolator work properly at shut-off mode? ISO Y Level Shifter with EN 19

21 Low Power Check (2) Conformal-LP verifies Low Power structure and function Is Isolator or Level Shifter inserted correctly? Is Isolator s Clamp signal correct? Is power supply connected correctly? Does Isolator work properly at shut-off mode? RTL design Phase Logic Synthesis RTL Confomal-LP (Logical Mode) DFT CPF SoCE CPF Load Logical Netlist Isolator insertion with CPF loading Confomal-LP (Logical Mode) Power Switch Insertion Physical Netlist PSW insertion & placement Confomal-LP (Physical Mode) Optimization/CTS/Routing Physical Netlist Layout completion Confomal-LP (Physical Mode) 20

22 Agenda Fujitsu s Low Power Design History and Results Fujitsu s CPF Low Power Design Flow CPF vs. UPF 21

23 CPF vs. UPF (Spec.) Specification CPF Both syntax and semantics are managed by Si2. Spec. is is relatively released earlier, since it it is is determined by Si2 LPC members only. Easy to understand due to simple specification. Easy to deploy in in a Multi Vendor Flow. UPF Syntax is is managed by Accellera & IEEE, but semantics are not managed. Comprehension of commands and support area are different per vendors. Spec. release is is slow, since it it is is determined by many IEEE members. Difficult to understand due to ambiguous specification. Difficult to deploy in in a Multi Vendor Flow. 22

24 CPF vs. UPF (Usability) Usability CPF Logic part and physical part can be separated clearly per design phase. RTL Simulation can be run with only logic part. Easy to deploy for ASIC business. Easy to write and understand due to consistent command naming rule such as create_* for the rule definition, update_* to specify physical info and set_* for variable definition. UPF Need to describe physical information such as Power net name, Power Port name, Power Switch connection at RTL design phase. Difficult to deploy for ASIC business. Difficult to write and understand the usage and semantics from the command name. 23

25 Comparison description for RTL design CPF create_power_domain create_power_domain -name -name PD0 PD0 -default -default create_power_domain create_power_domain -name -name -instances -instances ul1 ul1 -shutoff_condition -shutoff_condition upmu/pso upmu/pso create_isolation_rule create_isolation_rule -name -name ISO_ ISO_ -from -from -isolation_condition -isolation_condition upmu/isoen upmu/isoen create_nominal_condition create_nominal_condition -name -name ON ON -voltage -voltage create_power_mode create_power_mode -name -name PM1 PM1 _conditions _conditions { { } } -default -default create_power_mode create_power_mode -name -name PM2 PM2 _conditions _conditions { { PD0@ON PD0@ON } } Simple & less less code size size UPF create_power_domain create_power_domain PD0 PD0 create_power_domain create_power_domain -elements -elements ul1 ul1 create_supply_port create_supply_port -direction -direction in in create_supply_net create_supply_net PD0 PD0 create_supply_net create_supply_net -reuse -reuse connect_supply_net connect_supply_net -ports -ports create_supply_port create_supply_port VSS VSS -direction -direction in in create_supply_net create_supply_net VSS VSS PD0 PD0 create_supply_net create_supply_net VSS VSS -reuse -reuse connect_supply_net connect_supply_net VSS VSS -ports -ports VSS VSS create_supply_port create_supply_port 1 1 -direction -direction out out create_supply_net create_supply_net 1 1 PD0 PD0 create_supply_net create_supply_net 1 1 -reuse -reuse connect_supply_net connect_supply_net 1 1 -ports -ports 1 1 set_domain_supply_net set_domain_supply_net PD0 PD0 -primary_power_net -primary_power_net -primary_ground_net -primary_ground_net VSS VSS set_domain_supply_net set_domain_supply_net -primary_power_net -primary_power_net 1 1 -primary_ground_net -primary_ground_net VSS VSS create_power_switch create_power_switch PSW_ PSW_ -input_supply_port -input_supply_port {VDIN {VDIN } } -output_supply_port -output_supply_port {VDOUT {VDOUT 1} 1} -control_port -control_port {IN {IN upmu/pso} upmu/pso} -on_state -on_state {state {state VDIN VDIN {IN}} {IN}} set_isolation set_isolation ISO_ ISO_ -isolation_power_net -isolation_power_net -clamp_value -clamp_value 0 0 -applies_to -applies_to outputs outputs set_isolation_control set_isolation_control ISO_ ISO_ -isolation_signal -isolation_signal upmu/isoen upmu/isoen -isolation_sense -isolation_sense low low -location -location parent parent add_port_state add_port_state -state -state {ON {ON 1.2} 1.2} add_port_state add_port_state 1 1 -state -state {ON {ON 1.2} 1.2} -state -state {OFF {OFF off} off} create_pst create_pst PST PST -supplies -supplies { { 1} 1} add_pst_state add_pst_state PM1 PM1 -pst -pst PST PST -state -state {ON {ON ON} ON} add_pst_state add_pst_state PM2 PM2 -pst -pst PST PST -state -state {ON {ON OFF} OFF} Too Too many codes 24

26 CPF vs. UPF (Tool Support) Tool Support CPF Practical for actual design project. (already in in the brush-up phase) Accurate behavior according to power intent specification in in CPF. Supports Ring Type Power Switch. UPF In many case, Tool s native commands are used instead of UPF information to implement Low Power technique. Some tools can not distinguish between its native commands and UPF commands. No support of Ring Type Power Switch. 25

27 CPF vs. UPF (Flow) Flow CPF Can keep using CPF, which was verified at the logic design phase, as a golden CPF throughout the design flow. UPF Need UPF equivalence checking at each design phase, since UPF is is modified at each design phase. 26

28 Conclusions Fujitsu developed a reliable Low Power design flow by adopting CPF ahead of the world-wide. Fujitsu appreciates Cadence s effort and expects further cooperation. CPF is more practical and has the quality to be de facto standard as Power Format comparing UPF. Fujitsu is expecting further progress of CPF. 27

29 28

Practice 10: Ratioed Logic

Practice 10: Ratioed Logic Practice 0: Ratioed Logic Digital Electronic Circuits Semester A 0 Ratioed vs. Non-Ratioed Standard CMOS is a non-ratioed logic family, because: The logic function will be correctly implemented regardless

More information

The good, the bad and the statistical

The good, the bad and the statistical The good, the bad and the statistical Noel Menezes Strategic CAD Labs Design and Technology Solutions Intel Corp. Acknowledgements Keith Bowman Yossi Abulafia Steve Burns Mahesh Ketkar Vivek De Jim Tschanz

More information

UNITED STATES SECURITIES AND EXCHANGE COMMISSION Washington, D.C Form 10-K

UNITED STATES SECURITIES AND EXCHANGE COMMISSION Washington, D.C Form 10-K [X] UNITED STATES SECURITIES AND EXCHANGE COMMISSION Washington, D.C. 20549 Form 10-K ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934 For the year ended October 31,

More information

2 4 1 Revenue Information by Product Groups. 4 2 Revenue by Geographic Region. 7 4 Revenue and Contract Duration

2 4 1 Revenue Information by Product Groups. 4 2 Revenue by Geographic Region. 7 4 Revenue and Contract Duration To enhance the level of disclosure we provide and help investors gain better insight into our business, we are providing investors the following financial information: Page Table Description 2 4 1 Revenue

More information

FPGA PUF Based on Programmable LUT Delays

FPGA PUF Based on Programmable LUT Delays FPGA PUF Based on Programmable LUT Delays Bilal Habib Kris Gaj Jens-Peter Kaps Cryptographic Engineering Research Group (CERG) http://cryptography.gmu.edu Department of ECE, Volgenau School of Engineering,

More information

Physical Unclonable Functions (PUFs) and Secure Processors. Srini Devadas Department of EECS and CSAIL Massachusetts Institute of Technology

Physical Unclonable Functions (PUFs) and Secure Processors. Srini Devadas Department of EECS and CSAIL Massachusetts Institute of Technology Physical Unclonable Functions (PUFs) and Secure Processors Srini Devadas Department of EECS and CSAIL Massachusetts Institute of Technology 1 Security Challenges How to securely authenticate devices at

More information

Additional Medicare Tax User Guide for QuickBooks

Additional Medicare Tax User Guide for QuickBooks Additional Medicare Tax User Guide for QuickBooks Beginning tax year 2013, a new Additional Medicare Tax (a provision of the Affordable Care Act) of 0.9 percent applies to individuals Medicare taxable

More information

Draft Small Customer Aggregation Program Rules

Draft Small Customer Aggregation Program Rules Draft Small Customer Aggregation Program Rules 1. Aggregations must be at least 2.0 MW for DADRP, 1.0 MW for RTDRP, 100 kw for SCR and 100 kw for EDRP. In each case the requirement is zone-specific. The

More information

Financial Modelling for Project Finance

Financial Modelling for Project Finance Financial Modelling for Project Finance Financial Modelling for Project Finance Penelope Lynch Euromoney Books Contents 1 Introduction 1.1. The need for the model 1.2. Purpose and uses of the model 1.2.1

More information

Advanced Verification Management and Coverage Closure Techniques

Advanced Verification Management and Coverage Closure Techniques Advanced Verification Management and Coverage Closure Techniques Nguyen Le, Microsoft Harsh Patel, Mentor Graphics Roger Sabbagh, Mentor Graphics Darron May, Mentor Graphics Josef Derner, Mentor Graphics

More information

Land Development Property Investment Evaluation. Windows Version 7.4

Land Development Property Investment Evaluation. Windows Version 7.4 Land-PIE Land Development Property Investment Evaluation Windows Version 7.4 Distributed by Real Pro-Jections, Inc. 300 Carlsbad Village Drive Suite 108A, PMB 330 Carlsbad, CA 92008 (760) 434-2180 Developed

More information

SOLAR PV INSTALLATION AT USC BASEBALL STADIUM

SOLAR PV INSTALLATION AT USC BASEBALL STADIUM AMENDMENT NO. 7 TO SOLICITATION TO: ALL VENDORS FROM: Charles Johnson, Procurement Manager SUBJECT: SOLICITATION NUMBER: USC-RFP-1761-CJ SOLAR PV INSTALLATION AT USC BASEBALL STADIUM DATE: June 30, 2010

More information

maxon motor maxon motor control EPOS Positioning Controller Getting Started Edition July 2007 Positioning Controller Documentation Getting Started

maxon motor maxon motor control EPOS Positioning Controller Getting Started Edition July 2007 Positioning Controller Documentation Getting Started control EPOS Positioning Controller Getting Started Edition July 2007 24/1 Positioning Controller Documentation Getting Started maxon document number 573049-08 EPOS Positioning Controller EPOS 24/1 Getting

More information

PUF Design - User Interface

PUF Design - User Interface PUF Design - User Interface September 27, 2011 1 Introduction Design an efficient Physical Unclonable Functions (PUF): PUFs are low-cost security primitives required to protect intellectual properties

More information

UNITED STATES SECURITIES AND EXCHANGE COMMISSION. Washington, D.C FORM 10-K

UNITED STATES SECURITIES AND EXCHANGE COMMISSION. Washington, D.C FORM 10-K UNITED STATES SECURITIES AND EXCHANGE COMMISSION Washington, D.C. 20549 FORM 10-K (Mark One) È ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934 For the year ended October

More information

Bitline PUF:! Building Native Challenge-Response PUF Capability into Any SRAM. Daniel E. Holcomb Kevin Fu University of Michigan

Bitline PUF:! Building Native Challenge-Response PUF Capability into Any SRAM. Daniel E. Holcomb Kevin Fu University of Michigan Sept 26, 24 Cryptographic Hardware and Embedded Systems Bitline PUF:! Building Native Challenge-Response PUF Capability into Any SRAM Daniel E. Holcomb Kevin Fu University of Michigan Acknowledgment: This

More information

Functional Test coverage

Functional Test coverage ASTER Technologies Tested? Functional Test coverage What does it mean when a functional test passes? Christophe Lotz Peter Collins Dominique Wiatrowski ASTER Technologies ASTER Technologies SIEMENS AG

More information

New York State Public Service Commission

New York State Public Service Commission PSC NO. 220 ELECTRICITY ADDENDUM TYPES: SIR NIAGARA MOHAWK POWER CORPORATION ADDENDUM NO. 7 INITIAL EFFECTIVE DATE: AUGUST 16, 2017 STAMPS: ISSUED IN COMPLIANCE WITH ORDER IN CASE 16-E-0560 Issued August

More information

6 km². ca. 5 miljard euro medewerkers. Functional Safety Management EEN GEZOND BEDRIJF. Terneuzen, 25 januari 2018

6 km². ca. 5 miljard euro medewerkers. Functional Safety Management EEN GEZOND BEDRIJF. Terneuzen, 25 januari 2018 KicMPi-bijeenkomst Safety Integrity Level (SIL) Jan Luyts, BASF Antwerpen nv Terneuzen, 25 januari 2018 EEN GEZOND BEDRIJF 6 km² 3.127 medewerkers ca. 5 miljard euro Regional centers Selected production

More information

Basic Order Strategies

Basic Order Strategies Basic Order Strategies Introduction... 3 Using the Pre-Defined Order Strategies with your Trading Interfaces... 3 Entry Order Strategies... 3 Basic Entry Order Strategies explained... 3 Exit Order Strategies...

More information

How to download limtan app 3. Getting Started 6. Market: Top 30, Indices, Watchlist 9. Place Order 12

How to download limtan app 3. Getting Started 6. Market: Top 30, Indices, Watchlist 9. Place Order 12 How to download limtan app 3 Log In 5 Getting Started 6 Market: Top 30, Indices, Watchlist 9 Place Order 12 Trades: Order Book, Amend Order, Withdraw Order 20 Portfolio 26 Account Page 29 Change password,

More information

Tutorial 3: Working with Formulas and Functions

Tutorial 3: Working with Formulas and Functions Tutorial 3: Working with Formulas and Functions Microsoft Excel 2010 Objectives Copy formulas Build formulas containing relative, absolute, and mixed references Review function syntax Insert a function

More information

Project Budgets! Stay in Control of Your Projects' Finances with. Project Budget Quick Reference WHAT CAN THE PROJECT BUDGETS FEATURE DO FOR ME?

Project Budgets! Stay in Control of Your Projects' Finances with. Project Budget Quick Reference WHAT CAN THE PROJECT BUDGETS FEATURE DO FOR ME? Stay in Control of Your Projects' Finances with Project Budgets! HOW DOES THE PROJECT BUDGETS FEATURE WORK? The Project Budget feature displays planned billings or costs. Actuals versus Planned View compares

More information

Financial Institution IOLTA Account Manual

Financial Institution IOLTA Account Manual Financial Institution IOLTA Account Manual June 2014 Wisconsin Trust Account Foundation, Inc. 825 Williamson Street, Suite A Madison, WI 53703 608.257.6845 877.749.5045 (phone) 608.257.2684 877.223.7377

More information

Microprocessor Based Physical Unclonable Function

Microprocessor Based Physical Unclonable Function Microprocessor Based Physical Unclonable Function Sudeendra kumar K, Sauvagya Sahoo, Abhishek Mahapatra, Ayas Kanta Swain, K.K.Mahapatra kumar.sudeendra@gmail.com, sauvagya.nitrkl@gmail.com, kmaha2@gmail.com

More information

A.1 RESELLER BASIC SERVICE PLAN Customer will have access to software and services which include the following:

A.1 RESELLER BASIC SERVICE PLAN Customer will have access to software and services which include the following: LogicomUSA Service Schedules SCHEDULE A: LogicomUSA CLOUD SERVICES This Schedule A (this Schedule ) provides a description of the LogicomUSA Cloud Service offering (the LogicomUSA Cloud Service or LogicomUSA

More information

I'LL SEE YOUR MISSLE AND RAISE YOU A MIRV: DEFCON 26

I'LL SEE YOUR MISSLE AND RAISE YOU A MIRV: DEFCON 26 I'LL SEE YOUR MISSLE AND RAISE YOU A MIRV: DEFCON 26 AGENDA 01 02 03 04 PRESENTERS STAGERS, CCDC, & HISTORY Exploit Payload Trampoline Dropper Malware(s) Meterpreter Empire Pupy 3rd party crimeware. As

More information

Standard for Interconnecting Small Generation 100 kw or Less with Electric Power Systems (EPS) (Interconnection Standard)

Standard for Interconnecting Small Generation 100 kw or Less with Electric Power Systems (EPS) (Interconnection Standard) 63 SOUTH CAROLINA Standard for Interconnecting Small Generation 100 kw or Less with Electric Power Systems (EPS) (Interconnection Standard) 1. Overview: This Standard contains the requirements, in addition

More information

Brief Introduction. To Completing the Logframe Matrix

Brief Introduction. To Completing the Logframe Matrix Brief Introduction To Completing the Logframe Matrix Introduction Formulating a project plan and completing the logical framework matrix requires some understanding of the logical framework approach to

More information

Fig. 1. Min-Max Timing Simulation 1, 3 1, 2 1, 2 1, , 3 3, 4

Fig. 1. Min-Max Timing Simulation 1, 3 1, 2 1, 2 1, , 3 3, 4 2009 27th IEEE VLSI Test Symposium Output Hazard-Free Transition Delay Fault Test Generation Sreekumar Menon 1, Adit D. Singh 2, Vishwani Agrawal 2 1 Advanced Micro Devices 7171 Southwest Parkway Austin,

More information

Axiom Budget Training Spring 2017

Axiom Budget Training Spring 2017 Axiom Budget Training Spring 2017 Introductions Why Axiom Budget Overview Budgeting Activities Single Year Salary Planning Single Year Line Item Budgeting Reports Key Budget Dates Demos Where to get help

More information

CAPE HATTERAS ELECTRIC COOPERATIVE

CAPE HATTERAS ELECTRIC COOPERATIVE CAPE HATTERAS ELECTRIC COOPERATIVE INTERCONNECTION STANDARD STANDARD FOR INTERCONNECTING SMALL GENERATION 100 kw OR LESS 1. Definitions: 1.1 Area EPS: Area Electric Power System: The electric facilities

More information

Banner Finance Release Guide. Release April 2014

Banner Finance Release Guide. Release April 2014 Banner Finance Release Guide Release 8.9.1 April 2014 Banner, Colleague, PowerCampus, and Luminis are trademarks of Ellucian Company L.P. or its affiliates and are registered in the U.S. and other countries.

More information

Ceridian Source Self-Service Benefits

Ceridian Source Self-Service Benefits Ceridian Source Self-Service Benefits 2001 by Ceridian Corporation All rights reserved. Ceridian is a registered trademark of Ceridian Corporation. Ceridian Source Self-Service and Source are trademarks

More information

South Carolina Standard for Interconnecting Small Generation 100 kw or Less With Electric Power Systems (EPS) (Interconnection Standard)

South Carolina Standard for Interconnecting Small Generation 100 kw or Less With Electric Power Systems (EPS) (Interconnection Standard) South Carolina Standard for Interconnecting Small Generation 100 kw or Less With Electric Power Systems (EPS) (Interconnection Standard) 1. Overview: This Standard contains the requirements, in addition

More information

FI312 Umoja Grants Management Process Framework 2. Umoja Grants Management Process Framework 2 Version 20 1

FI312 Umoja Grants Management Process Framework 2. Umoja Grants Management Process Framework 2 Version 20 1 FI312 Umoja s Management Process Framework 2 Umoja s Management Process Framework 2 Version 20 Copyright Last Modified: United 13 August Nations 2014 1 Agenda Course Introduction Module 1: s Management

More information

INTERNATIONAL STANDARD

INTERNATIONAL STANDARD INTERNATIONAL STANDARD IEC 61926-1 First edition 1999-10 Design automation Part 1: Standard test language for all systems Common abbreviated test language for all systems (C/ATLAS) Automatisation de la

More information

Disbursement Voucher CERTIFICATION COURSE. Town Hall Meeting

Disbursement Voucher CERTIFICATION COURSE. Town Hall Meeting Disbursement Voucher CERTIFICATION COURSE Town Hall Meeting Introductions Presenter Tracey Mui, Training & Documentation Specialist, FMS Q&A Panel Subject Matter Experts Accounts Payable, FMS: Charlie

More information

CENTRAL SUSQUEHANNA INTERMEDIATE UNIT Application: FIS Payroll

CENTRAL SUSQUEHANNA INTERMEDIATE UNIT Application: FIS Payroll CENTRAL SUSQUEHANNA INTERMEDIATE UNIT Application: FIS Payroll End of Fiscal Year Processes Learning Guide 2017 Central Susquehanna Intermediate Unit, USA Table of Contents Pay Period Calendar... 1 Accrual

More information

High Reliability PUF using Hot-Carrier Injection Based Response Reinforcement

High Reliability PUF using Hot-Carrier Injection Based Response Reinforcement High Reliability PUF using Hot-Carrier Injection Based Response Reinforcement Mudit Bhargava and Ken Mai Electrical and Computer Engineering Carnegie Mellon University CHES 2013 Key Generation using PUFs

More information

Tract-PIE. Tract Development Property Investment Evaluation. Windows Version 7.4

Tract-PIE. Tract Development Property Investment Evaluation. Windows Version 7.4 Tract-PIE Tract Development Property Investment Evaluation Windows Version 7.4 Distributed by Real Pro-Jections, Inc. 300 Carlsbad Village Drive Suite 108A, PMB 330 Carlsbad, CA 92008 (760) 434-2180 Developed

More information

70-632_formatted. Number: Passing Score: 800 Time Limit: 120 min File Version: 1.0

70-632_formatted.   Number: Passing Score: 800 Time Limit: 120 min File Version: 1.0 70-632_formatted Number: 000-000 Passing Score: 800 Time Limit: 120 min File Version: 1.0 http://www.gratisexam.com/ Microsoft EXAM 70-632 TS:Microsoft Office Project 2007. Managing Projects Total Questions:

More information

Using the Principia Suite

Using the Principia Suite Using the Principia Suite Overview - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -1 Generating Research Mode Reports........................................... 2 Overview -

More information

SIU Management and Monitoring System PROGRESS REPORT USER MANUAL PART 2

SIU Management and Monitoring System PROGRESS REPORT USER MANUAL PART 2 SIU Management and Monitoring System PROGRESS REPORT USER MANUAL PART 2 Version 1.0 of 14 August 2018 European Regional Development Fund www.italy-croatia.eu TABLE OF CONTENTS INTRODUCTION... 2 4.4.2 SECTION

More information

Coverage Planning for LTE system Case Study

Coverage Planning for LTE system Case Study Coverage Planning for LTE system Case Study Amer M. Daeri 1, Amer R. Zerek 2 and Mohammed M. Efeturi 3 1 Zawia University. Faculty of Engineering, Computer Engineering Department Zawia Libya Email: amer.daeri@

More information

PMT High Voltage Power Supply Status

PMT High Voltage Power Supply Status PMT High Voltage Power Supply Status Nobuyoshi Kitamura University of Wisconsin-Madison Overview PMT HV Base Board Digital Interface Analog Interface Power Digital control PMT Anode signal High voltage

More information

MTPredictor Trade Module for NinjaTrader 7 (v1.1) Getting Started Guide

MTPredictor Trade Module for NinjaTrader 7 (v1.1) Getting Started Guide MTPredictor Trade Module for NinjaTrader 7 (v1.1) Getting Started Guide Introduction The MTPredictor Trade Module for NinjaTrader 7 is a new extension to the MTPredictor Add-on s for NinjaTrader 7 designed

More information

BAdIs in WCM. Release ERP 6.0, EhP3 + EhP5. Michael Lesk WCM GmbH. WCM Info Day October 2010 Amsterdam, Netherlands

BAdIs in WCM. Release ERP 6.0, EhP3 + EhP5. Michael Lesk WCM GmbH. WCM Info Day October 2010 Amsterdam, Netherlands BAdIs in WCM Release ERP 6.0, EhP3 + EhP5 Michael Lesk WCM GmbH WCM Info Day October 2010 Amsterdam, Netherlands Agenda 1. Introduction and rough Classification 2. How to find appropriate WCM BAdIs 3.

More information

MiCOM P443-6/P543-7/P841

MiCOM P443-6/P543-7/P841 MiCOM P443-6/P543-7/P841 Release Notes P443-6/P543-7/P841 Upgrade Platform Hardware Version: M, P Platform Software Version: 75, 65, 45 Publication Reference: P443-6/P543-7/P841-RNC1-TM-EN-1 ALSTOM 2013.

More information

IRA FMV and Contribution Report Wizard Instructions for Tax Reporting Service Clients

IRA FMV and Contribution Report Wizard Instructions for Tax Reporting Service Clients IRA FMV and Contribution Report Wizard Instructions for Tax Reporting Service Clients Wizard Purpose The IRA FMV and Contribution Report Wizard must be completed by financial organizations with a 5498

More information

Efficient Power Conversion Corporation

Efficient Power Conversion Corporation The egan FET Journey Continues Using egan FETs for Envelope Tracking Buck Converters Johan Strydom Efficient Power Conversion Corporation EPC - The Leader in egan FETs PELS 2014 www.epc-co.com 1 Agenda

More information

Standard for Interconnecting Small Generation 100 kw or Less with Electric Power Systems (EPS) (Interconnection Standard)

Standard for Interconnecting Small Generation 100 kw or Less with Electric Power Systems (EPS) (Interconnection Standard) 1. Overview: Standard for Interconnecting Small Generation 100 kw or Less with Electric Power Systems (EPS) (Interconnection Standard) This Standard contains the requirements, in addition to applicable

More information

Mobile Forex trading with TradeRoom Mini

Mobile Forex trading with TradeRoom Mini Mobile Forex trading with TradeRoom Mini 2017 Forexite Ltd. Contents 1 Contents Introduction 1. TradeRoom Mini startup 2. Trading account opening with Forexite 3. TradeRoom Mini main menu 4. Account funding

More information

PARADATEC, INC. Advanced Capture of Insurance Documents

PARADATEC, INC. Advanced Capture of Insurance Documents PARADATEC, INC. Advanced Capture of Insurance Documents TABLE OF CONTENTS Executive Summary...3 1. Background...4 2. Structured Document/Form Processing...5 3. Unstructured Document/Form Processing...6

More information

Mass Mutual: Allocated Link

Mass Mutual: Allocated Link Mass Mutual: Allocated Link Overview The Relius Administration system provides three functions for Mass Mutual clients. Each of these three functions are described in this guide. The four functions are:

More information

Point of Sale Consumer Finance. In-store Process

Point of Sale Consumer Finance. In-store Process Point of Sale Consumer Finance In-store Process Introduction... 3 The CBRF Finance Calculator... 4 Figure 1: CBRF Finance Calculator... 4 Figure 2: In-store Quick Launch utility... 4 The Credit Application

More information

Lecture 8: Skew Tolerant Design (including Dynamic Circuit Issues)

Lecture 8: Skew Tolerant Design (including Dynamic Circuit Issues) Lecture 8: Skew Tolerant Design (including Dynamic Circuit Issues) Computer Systems Laboratory Stanford University horowitz@stanford.edu Copyright 2007 by Mark Horowitz w/ material from David Harris 1

More information

Corporate Loan Origination Oracle FLEXCUBE Universal Banking Release [April] [2014] Oracle Part Number E

Corporate Loan Origination Oracle FLEXCUBE Universal Banking Release [April] [2014] Oracle Part Number E Corporate Loan Origination Oracle FLEXCUBE Universal Banking Release 11.3.83.02.0 [April] [2014] Oracle Part Number E53607-01 Table of Contents Corporate Loan Origination 1. CORPORATE LOAN ORIGINATION...

More information

mysap ERP 2004: Learning Map for Public Sector Consultants

mysap ERP 2004: Learning Map for Public Sector Consultants mysap ERP 2004: Learning Map for Public Sector Consultants RECENT UPDATES VIEWER SOFTWARE SEARCH Step 1: Learn What You Need Update your core competence - must know Step 2: Prepare for Your Project Learn

More information

Point of Sale Consumer Finance In-store (Customer Present) Credit Application Process v2.0

Point of Sale Consumer Finance In-store (Customer Present) Credit Application Process v2.0 Point of Sale Consumer Finance In-store (Customer Present) Credit Application Process v2.0 Copyright Close Brothers Retail Finance 2016. This document contains the proprietary information of Close Brothers

More information

Benchmarks Open Questions and DOL Benchmarks

Benchmarks Open Questions and DOL Benchmarks Benchmarks Open Questions and DOL Benchmarks Iuliana Bacivarov ETH Zürich Outline Benchmarks what do we need? what is available? Provided benchmarks in a DOL format Open questions Map2Mpsoc, 29-30 June

More information

Welcome To VertexFX Trader Presentation

Welcome To VertexFX Trader Presentation Welcome To VertexFX Trader Presentation Full Tutorial for VertexFX Trading Platform www.hybridsolutions.com VertexFX Trader Multi-Level Platform For Dealing Rooms, Clearing Houses, Market Makers and Brokerage

More information

SINGLE-YEAR LINE-ITEM BUDGETING

SINGLE-YEAR LINE-ITEM BUDGETING SINGLE-YEAR LINE-ITEM BUDGETING TABLE OF CONTENTS OPENING A PLAN FILE... 2 GENERAL NAVIGATION... 4 ENTERING NEW YEAR LINE-ITEM BUDGETS... 5 VIEWING HISTORICAL DATA... 6 ADDING, DELETING & MODIFYING CHARTSTRINGS...

More information

The Process of Modeling

The Process of Modeling Session #3 Page 1 The Process of Modeling Plan Visualize where you want to finish Do some calculations by hand Sketch out a spreadsheet Build Start with a small-scale model Expand the model to full scale

More information

How to guide Fiscal year end closing

How to guide Fiscal year end closing How to guide Fiscal year end closing This document is designed to be an overview of the Year End Closing function. The Preliminary Setup samples are just a few of the system setup configurations that are

More information

Introduction to the Interface. Introduction to the interface. Research Mode covers over 26,000 mutual funds and several hundred data fields.

Introduction to the Interface. Introduction to the interface. Research Mode covers over 26,000 mutual funds and several hundred data fields. Introduction to the Interface Research Mode covers over 26,000 mutual funds and several hundred data fields. Introduction to the interface From the database dropdown, select an investment type. Step 1-Select

More information

COMMISSION DELEGATED REGULATION (EU) /... of

COMMISSION DELEGATED REGULATION (EU) /... of EUROPEAN COMMISSION Brussels, 19.7.2016 C(2016) 4478 final COMMISSION DELEGATED REGULATION (EU) /... of 19.7.2016 supplementing Directive 2014/65/EU of the European Parliament and of the Council with regard

More information

å Follow these steps to delete a list: å To rename a list: Maintaining your lists

å Follow these steps to delete a list: å To rename a list: Maintaining your lists Maintaining your lists TradingExpert Pro provides a number of functions for maintaining the data contained in your Group/Sector List and all other lists that you have created. This section lists the data

More information

The Accreditation and Verification Regulation - Verifier s risk analysis

The Accreditation and Verification Regulation - Verifier s risk analysis EUROPEAN COMMISSION DIRECTORATE-GENERAL CLIMATE ACTION Directorate A - International and Climate Strategy CLIMA.A.3 - Monitoring, Reporting, Verification Guidance Document The Accreditation and Verification

More information

Business Report for FY2010 From Apr. to Sep SMK Corporation Oct, 2010

Business Report for FY2010 From Apr. to Sep SMK Corporation Oct, 2010 Business Report for FY21 From Apr. to Sep. 21 SMK Corporation Oct, 21 FY21 Outline of 1H Financial Statement Director and Executive Vice President Hajime Yamada 1H Financial Result 1 Sales

More information

Rhode Island Renewable Energy Standard. Instructions for completing Table One and Documenting Information (Revised 8/29/2017)

Rhode Island Renewable Energy Standard. Instructions for completing Table One and Documenting Information (Revised 8/29/2017) Rhode Island Renewable Energy Standard Instructions for completing Table One and Documenting Information (Revised 8/29/2017) The Annual Compliance Filing is being provided as an editable MS Word document.

More information

REQUEST FOR QUOTE # 19709

REQUEST FOR QUOTE # 19709 REQUEST FOR QUOTE # 19709 RFQ # 19709 Quotation Due By: Bid Due Time: 12/08/2015 3:00:00 PM VENDOR INFO: VENDOR #: 99999.00 NAME: CONTACT: ADDRESS 1: ADDRESS 2: CITY: STATE: ZIP: EMAIL: PHONE: FAX: REPLY

More information

Interconnection Application and Compliance Form For Photovoltaic Systems Up to 2 MW

Interconnection Application and Compliance Form For Photovoltaic Systems Up to 2 MW Interconnection Application and Compliance Form For Photovoltaic Systems Up to 2 MW A. APPLICANT INFORMATION *Person/Company Name: *OUC Account No.: *Mailing Address: *City, State & Zip: Street Address

More information

Expense: Currency Admin

Expense: Currency Admin Expense: Currency Admin Setup Guide Applies to these SAP Concur solutions: Expense Professional/Premium edition Standard edition Travel Professional/Premium edition Standard edition Invoice Professional/Premium

More information

we make switching easy.

we make switching easy. switch kit Fitzsimons Credit Union Routing Number : 302075458 Your savings federally insured to at least $250,000 and backed by the full faith and credit of the United States Government. National Credit

More information

Perform this procedure to plan adjustments to the unrestricted budget either during the Annual Development or during a Quarterly Confirmation cycle.

Perform this procedure to plan adjustments to the unrestricted budget either during the Annual Development or during a Quarterly Confirmation cycle. Introduction Process and Trigger Perform this procedure to plan adjustments to the unrestricted budget either during the Annual Development or during a Quarterly Confirmation cycle. Prerequisites Budget

More information

FI312 Umoja Grants Management Process Framework 2. Umoja Grants Management Process Framework 2 Version 20 1

FI312 Umoja Grants Management Process Framework 2. Umoja Grants Management Process Framework 2 Version 20 1 FI312 Umoja s Management Process Framework 2 Umoja s Management Process Framework 2 Version 20 Copyright Last Modified: United 17-Oct-14 Nations 1 Agenda Course Introduction Module 1: s Management Review

More information

MEDICARE PART D COVERAGE GAP DISCOUNT PROGRAM TRAINING FOR PART D SPONSORS AND DRUG MANUFACTURERS

MEDICARE PART D COVERAGE GAP DISCOUNT PROGRAM TRAINING FOR PART D SPONSORS AND DRUG MANUFACTURERS MEDICARE PART D COVERAGE GAP DISCOUNT PROGRAM TRAINING FOR PART D SPONSORS AND DRUG MANUFACTURERS Palmetto GBA Columbia, South Carolina Third Party Administrator (TPA) for CMS Topics Program Overview Connectivity

More information

AN021: RF MODULES RANGE CALCULATIONS AND TEST

AN021: RF MODULES RANGE CALCULATIONS AND TEST AN021: RF MODULES RANGE CALCULATIONS AND TEST We Make Embedded Wireless Easy to Use RF Modules Range Calculation and Test By T.A.Lunder and P.M.Evjen Keywords Definition of Link Budget, Link Margin, Antenna

More information

Start Here. PRO Package Installation and Set Up Guide

Start Here. PRO Package Installation and Set Up Guide Start Here PRO Package Installation and Set Up Guide Contents Installation Set Up Discussion Points 04 Accounts and Funds Report Sections 05 Creating Your Chart of Accounts Starter Template Account Code

More information

PNC HSA Funding & Contribution Guide for Employers

PNC HSA Funding & Contribution Guide for Employers PNC HSA Funding & Contribution Guide for Employers How to set up and send employer-directed HSA Contributions with PNC Bank 20180924AHNJ Document Updates The table below details updates made to the document

More information

Rhode Island Renewable Energy Standard. Instructions for completing Table One and Documenting Information (Revised 5/15/2015)

Rhode Island Renewable Energy Standard. Instructions for completing Table One and Documenting Information (Revised 5/15/2015) Rhode Island Renewable Energy Standard Instructions for completing Table One and Documenting Information (Revised 5/15/2015) The Annual Compliance Filing is being provided as an editable MS Word document.

More information

5/17/2009. Designing a Spreadsheet. The Trip. Design Guidelines. Chapter 15: "What if" Thinking Helps: Advanced Spreadsheets for Planning

5/17/2009. Designing a Spreadsheet. The Trip. Design Guidelines. Chapter 15: What if Thinking Helps: Advanced Spreadsheets for Planning Chapter 15: "What if" Thinking Helps: Advanced Spreadsheets for Planning Designing a Spreadsheet Fluency with Information Technology Third Edition by Lawrence Snyder When a spreadsheet is used repeatedly,

More information

Visa Claims Resolution manual

Visa Claims Resolution manual Visa Claims Resolution manual Date: 2/15/18 Simon Carmiggeltstraat 6-50 1011 DJ Amsterdam The Netherlands Page 1 2018 Adyen BV www.adyen.com Introduction... 3 1.1 VCR... 3 1.2 The main changes... 3 1.2.1

More information

PLACER TITLE RATE QUOTE+ USER MANUAL

PLACER TITLE RATE QUOTE+ USER MANUAL PLACER TITLE RATE QUOTE+ USER MANUAL Congratulations on downloading the Placer Title Rate Quote + app. Please take a few moments to review the User Manual that will be useful in registering, setting up

More information

limtan iphone App User Guide

limtan iphone App User Guide limtan iphone App User Guide Contents How to download limtan app 3 Log In 5 Getting Started 6 Market: Top 30, Indices, Watchlist 9 Place Order 12 Trades: Order Book, Amend Order, Withdraw Order 20 Portfolio

More information

Standard Development Timeline

Standard Development Timeline PRC 012 2 Remedial Action Schemes Standard Development Timeline This section is maintained by the drafting team during the development of the standard and will be removed when the standard becomes effective.

More information

Spreadsheet Add-in Review. Marketing Technologies Group

Spreadsheet Add-in Review. Marketing Technologies Group Spreadsheet Add-in Review What is a Multidimensional Database? Conceptual model of the way we think about business Presents data in a format that is meaningful for making decisions Stores and retrieves

More information

MEDICARE PART D COVERAGE GAP DISCOUNT PROGRAM TRAINING FOR PART D SPONSORS AND DRUG MANUFACTURERS

MEDICARE PART D COVERAGE GAP DISCOUNT PROGRAM TRAINING FOR PART D SPONSORS AND DRUG MANUFACTURERS MEDICARE PART D COVERAGE GAP DISCOUNT PROGRAM TRAINING FOR PART D SPONSORS AND DRUG MANUFACTURERS Palmetto GBA Columbia, South Carolina Third Party Administrator (TPA) for CMS Topics Program Overview Connectivity

More information

3 In 3 Out A/V Selector MODEL VS Directed Electronics, N

3 In 3 Out A/V Selector MODEL VS Directed Electronics, N O W N E R S G U I D E INSTALLATION GUIDE 102 3 In 3 Out A/V Selector MODEL VS102 2006 Directed Electronics, N85102 01-06 Table of Contents Non-Transferable Limited Consumer Warranty.........................3

More information

CONTRACT DRAFTING SYLLABUS Summer 2017

CONTRACT DRAFTING SYLLABUS Summer 2017 CONTRACT DRAFTING SYLLABUS Summer 2017 Professor Email: Anessa M. Allen Santos aallensantos@gmail.com Office #: 407.562.3936 Office Hours: Class Times: Course Materials: Room 335D on Tuesdays and Thursdays

More information

P2 Explorer for Qbyte FM

P2 Explorer for Qbyte FM P2 Explorer for Qbyte FM 1 Introduction 2 Overview the Interface 3 P2 Explorer Framework 4 Administration Settings 4.1 Charts 4.2 Line Graphs 4.3 Bar Graphs 4.4 Sparklines 4.5 Bullet Graphs 5 Getting Started

More information

EE115C Spring 2013 Digital Electronic Circuits. Lecture 19: Timing Analysis

EE115C Spring 2013 Digital Electronic Circuits. Lecture 19: Timing Analysis EE115C Spring 2013 Digital Electronic Circuits Lecture 19: Timing Analysis Outline Timing parameters Clock nonidealities (skew and jitter) Impact of Clk skew on timing Impact of Clk jitter on timing Flip-flop-

More information

H o r i z o n C i r c u l a t i o n B a s i c s

H o r i z o n C i r c u l a t i o n B a s i c s H o r i z o n C i r c u l a t i o n B a s i c s I n t r o d u c t i o n I n T h i s M a n u a l L e a r n A b o u t : Borrower Records Checkout Blocks This manual provides training for Horizon Circulation

More information

ShelbyNext Financials: General Ledger Best Practices

ShelbyNext Financials: General Ledger Best Practices ShelbyNext Financials: General Ledger Best Practices (Course #F213) Presented by: Dave Heston Shelby Consultant 2018 Shelby Systems, Inc. Other brand and product names are trademarks or registered trademarks

More information

Medicaid Administrative Claiming (MAC)

Medicaid Administrative Claiming (MAC) 3-16-15 Update 1. Can we ONLY enter data into the MCRCS system for our current direct-service providers? Service providers need to be on the Staff pool list for the quarter you are reporting for in order

More information

Macro Graphs: Using Manipulatives and Technology to Review Macro Models

Macro Graphs: Using Manipulatives and Technology to Review Macro Models Macro Graphs: Using Manipulatives and Technology to Review Macro Models Lesson by Sherilyn Narker, senior education program manager, Federal Reserve Bank of Atlanta Lesson description This lesson provides

More information

Contents. Introduction

Contents. Introduction Getting Started Introduction O&M Profiler User Guide (v6) Contents Contents... 1 Introduction... 2 Logging In... 2 Messages... 3 Options... 4 Help... 4 Home Screen... 5 System Navigation... 5 Dashboard...

More information

Suppressors for contactors

Suppressors for contactors A safe, unshakeable connection is an important criteria for all suppressors Snaps into the label plate opening The label plate of the contactor can be removed and our suppressor module snaps firmly in

More information

HKUST CSE FYP , TEAM RO4 OPTIMAL INVESTMENT STRATEGY USING SCALABLE MACHINE LEARNING AND DATA ANALYTICS FOR SMALL-CAP STOCKS

HKUST CSE FYP , TEAM RO4 OPTIMAL INVESTMENT STRATEGY USING SCALABLE MACHINE LEARNING AND DATA ANALYTICS FOR SMALL-CAP STOCKS HKUST CSE FYP 2017-18, TEAM RO4 OPTIMAL INVESTMENT STRATEGY USING SCALABLE MACHINE LEARNING AND DATA ANALYTICS FOR SMALL-CAP STOCKS MOTIVATION MACHINE LEARNING AND FINANCE MOTIVATION SMALL-CAP MID-CAP

More information