i) Introducing a new instruction that replaces existing instructions will decrease the number of instructions (N) but likely increase the clock period (T) and cycles per instruction (C) as the new instruction has a more complex task. The maximum possible performance improvement is 4x.
ii) Pipelining will decrease the cycles per instruction (C) but may increase it above 1 due to hazards. The clock period (T) and number of instructions (N) will remain unchanged.
iii) Splitting the stage with maximum delay will decrease the clock period (T) and increase the cycles per instruction (C) as it introduces an additional cycle for affected instructions. But the number of instructions (N) remains
This is the final presentation of the MOINC Server component of the MOINC (Mora Open Infrastructure for Network Computing) project done as the Final Year Project under the BSc degree programme, MOINC is made up of the three components- MOINC Server, MOINc Server Manager and MOINC Agent.
The Other Social, Collaboration Days 2014Stefan Heinz
In the area of IT when talking about 'Social' we usually jump right into a tech discussion without looking at some crucial factors that have nothing to do with technology.
This talk is meant to raise questions, point the audience to assumptions, processes, etc. that have either been taken for granted or just been overlooked.
This paper presents a design and implementation of FPGA based Bose, Chaudhuri and Hocquenghem (BCH) codes for wireless communication applications. The codes are written in VHDL (Very High Speed Hardware Description Language). Here BCH decoder (15, 5, and 3) is implemented and discussed. And decoder uses serial input and serial output architecture. BCH code forms a large class of powerful random error correcting cyclic codes. BCH operates over algebraic structure called finite fields and they are binary multiple error correcting codes. BCH decoder is implemented by syndrome calculation circuit, the BMA (Berlekamp-Massey algorithm) and Chien search circuit. The codecs are implemented over cyclone FPGA device.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
A 80Ms/sec 10bit PIPELINED ADC Using 1.5Bit Stages And Built-in Digital Error...VLSICS Design
Use of pipelined ADCs is becoming increasingly popular both as stand alone parts and as embedded functional units in SOC design. They have acceptable resolution and high speed of operation and can be placed in relatively small area. The design is implemented in 0.18uM CMOS process. The design includes a folded cascode op-amp with a unity gain frequency of 200MHz at 88 deg. Phase margin and a dc gain of 75dB. The circuit employs a built in sample and hold circuit and a three phase non-overlapping clock.
This is the final presentation of the MOINC Server component of the MOINC (Mora Open Infrastructure for Network Computing) project done as the Final Year Project under the BSc degree programme, MOINC is made up of the three components- MOINC Server, MOINc Server Manager and MOINC Agent.
The Other Social, Collaboration Days 2014Stefan Heinz
In the area of IT when talking about 'Social' we usually jump right into a tech discussion without looking at some crucial factors that have nothing to do with technology.
This talk is meant to raise questions, point the audience to assumptions, processes, etc. that have either been taken for granted or just been overlooked.
This paper presents a design and implementation of FPGA based Bose, Chaudhuri and Hocquenghem (BCH) codes for wireless communication applications. The codes are written in VHDL (Very High Speed Hardware Description Language). Here BCH decoder (15, 5, and 3) is implemented and discussed. And decoder uses serial input and serial output architecture. BCH code forms a large class of powerful random error correcting cyclic codes. BCH operates over algebraic structure called finite fields and they are binary multiple error correcting codes. BCH decoder is implemented by syndrome calculation circuit, the BMA (Berlekamp-Massey algorithm) and Chien search circuit. The codecs are implemented over cyclone FPGA device.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
A 80Ms/sec 10bit PIPELINED ADC Using 1.5Bit Stages And Built-in Digital Error...VLSICS Design
Use of pipelined ADCs is becoming increasingly popular both as stand alone parts and as embedded functional units in SOC design. They have acceptable resolution and high speed of operation and can be placed in relatively small area. The design is implemented in 0.18uM CMOS process. The design includes a folded cascode op-amp with a unity gain frequency of 200MHz at 88 deg. Phase margin and a dc gain of 75dB. The circuit employs a built in sample and hold circuit and a three phase non-overlapping clock.
A 80Ms/sec 10bit PIPELINED ADC Using 1.5Bit Stages And Built-in Digital Error...VLSICS Design
Use of pipelined ADCs is becoming increasingly popular both as stand alone parts and as embedded functional units in SOC design. They have acceptable resolution and high speed of operation and can be placed in relatively small area. The design is implemented in 0.18uM CMOS process. The design includes a folded cascode op-amp with a unity gain frequency of 200MHz at 88 deg. Phase margin and a dc gain of 75dB. The circuit employs a built in sample and hold circuit and a three phase non-overlapping clock.
Switch Control and Time Delay
1. LEDs and switches
2. Keypad and LEDs
3. Keypad and 8-segment LED C language and Assembly Code for Freescale MC9S08AW60
Google Never Dies Meetup ( Obbserv + SEMrush ) the vision of digital you Ravi Soni
A perspective of Obbserv to showcase the digital journey, observing the movement of human towards machines and observing the journey of digital from consumer to the brand.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™UiPathCommunity
In questo evento online gratuito, organizzato dalla Community Italiana di UiPath, potrai esplorare le nuove funzionalità di Autopilot, il tool che integra l'Intelligenza Artificiale nei processi di sviluppo e utilizzo delle Automazioni.
📕 Vedremo insieme alcuni esempi dell'utilizzo di Autopilot in diversi tool della Suite UiPath:
Autopilot per Studio Web
Autopilot per Studio
Autopilot per Apps
Clipboard AI
GenAI applicata alla Document Understanding
👨🏫👨💻 Speakers:
Stefano Negro, UiPath MVPx3, RPA Tech Lead @ BSP Consultant
Flavio Martinelli, UiPath MVP 2023, Technical Account Manager @UiPath
Andrei Tasca, RPA Solutions Team Lead @NTT Data
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
2. 1. Consider the following architectural changes in a non-pipelined
processor that has a clock period of T ns, executes N instructions
to run a particular benchmark with an average of C cycles per
instruction.
i) A new instruction is introduced which replaces a sequence of
operations occurring at several places in that benchmark.
ii) Pipelining is introduced.
iii) The stage with maximum propagation delay is split into two
stages.
For each of these changes, indicate how are N, T, C, T*C, and
N*T*C likely to change, giving reasons. Suppose the new
instruction in i) is able to replace 75% of the instructions executed,
what is the upper bound on possible performance improvement by
this change?
3. Solution:
i) N will decrease because multiple instructions are being
replaced by a single instruction. T and C are likely to go up
because the new instruction has a more complex task to
perform which would need more cycles and/or the cycles have
to accommodate more work.
Assuming that the CPI of the instructions replaced and that of
the instructions not replaced is same, 25% of the execution
time is remaining unaffected. Suppose the remaining execution
time, which is 75%, reduces by a factor k by using the new
instruction. Then the overall speedup is -
1
.75
.25 +
k
This can be at most 4.
4. ii) Pipelining will lead to overlapped execution of instructions.
Therefore, C will decrease. Pipelining will ideally tend to make
C = 1, but because of hazards, it would usually be more than 1.
If pipeline stages correspond to the original break-up of
instructions into cycles, T will remain unchanged. N will
certainly remain unchanged as there is no change in the
instruction set.
iii) The stage with maximum propagation delay determines the
clock period T. Therefore, if this stage is split into two stages, T
will decrease (provided that there was no other stage with the
same propagation delay). This would also introduce an
additional cycle for the affected instructions. Therefore, C will
go up. N will remain unchanged as there is no change in the
instruction set.
5. 2. A processor has a non-linear pipeline with 4 stages A, B, C and
D. Each instruction goes through different stages in the following
order A B C B A D C. Find the bounds on the maximum
instruction throughput in a static hazard free schedule.
Solution:
The reservation table for this pipeline is as follows.
1 2 3 4 5 6 7
A X X
B X X
C X X
D X
Intervals which cause collision are:
Row A – 4 Row B – 2 Row C – 4 Row D – none.
Therefore, the initial collision vector is - 001010
6. No. of 1’s in the initial collision vector = 2.
Therefore, minimum average latency ≤ 2+1 = 3
That is, maximum instruction throughput ≥ 1/3 instructions per
cycle.
Maximum number of checks in a row of the reservation table = 2
Therefore, minimum average latency ≥ 2
That is, maximum instruction throughput ≤ 1/2 instructions per
cycle.
7. 3. Compute the number of cycles lost due to a branch hazard in a
pipelined processor with 5 stages – instruction fetch (IF), decode
(D), execute (EX), memory access (M) and write back (WB).
Assume that in a branch instruction, decision-making as well as
address calculation are completed in EX stage and also assume
that the branches are taken 70% of the times. Consider the
following cases –
i) there is no delayed branch and no branch prediction,
ii) there is one delayed branch slot which is filled with a useful
instruction,
iii) branch is statically predicted to be taken,
iv) there is a branch target address buffer which is looked up in the
IF stage itself and a hit (or miss) in this buffer (assume 80% hit) is
used for predicting the branch to be taken (or not taken).
8. Solution: Instruction N is the branch instruction and T is the target
instruction. Instructions wrongly started and abandoned are shown
in red and those executed correctly are shown in green. Time slots
in which an instruction is stalled are shown as ██.
i) No delayed branch slot, no branch prediction
(a) branch not taken
N IF|D |EX
N+1 IF|██|D |EX|M |WB
N+2 ██|IF|D |EX|M |WB
delay = 1
(b) branch taken
N IF|D |EX
N+1/T IF|██|IF|D |EX|M |WB
delay = 2
T+1 ██|██|IF|D |EX|M |WB
Average delay = 1*0.3 + 2*0.7 = 1.7
9. ii) One delayed branch slot, filled with useful instruction N+1
(a) branch not taken
N IF|D |EX
N+1 IF|D |EX|M |WB
N+2 ██|IF|D |EX|M |WB
delay = 1
(b) branch taken
N IF|D |EX
N+1 IF|D |EX|M |WB
T ██|IF|D |EX|M |WB
T+1 ██|IF|D |EX|M |WB
delay = 1
Average delay = 1*0.3 + 1*0.7 = 1.0
10. iii) Branch statically predicted to be taken
(a) branch not taken (prediction incorrect)
N IF|D |EX
N+1/T IF|██|IF
N+1 ██|IF|D |EX|M |WB
delay = 1
(b) branch taken (prediction correct)
N IF|D |EX
N+1/T IF|██|IF|D |EX|M |WB
T+1 ██|██|IF|D |EX|M |WB
delay = 2
Average delay = 1*0.3 + 2*0.7 = 1.7
Here branch prediction offers no advantage, because target address
calculation and decision making are happening in the same stage.
11. iv) Branch target address buffer with 80% hit
(a) hit and branch not taken (prediction incorrect)
N IF|D |EX
T/N+1 IF|D |IF|D |EX|M |WB
T+1/N+2 IF|██|IF|D |EX|M |WB
delay = 2
(b) hit and branch taken (prediction correct)
N IF|D |EX
T IF|D |EX|M |WB
T+1 IF|D |EX|M |WB
delay = 0
12. (c) miss and branch not taken (prediction correct)
N IF|D |EX
N+1 IF|D |EX|M |WB
N+2 IF|D |EX|M |WB
delay = 0
(d) miss and branch taken (prediction incorrect)
N IF|D |EX
N+1/T IF|D |IF|D |EX|M |WB
N+2/T+1 IF|██|IF|D |EX|M |WB
delay = 2
Average delay = 0.8*(2*0.3 + 0*0.7) + 0.2*(0*0.3 + 2*0.7) =
0.8*0.6 + 0.2*1.4 = 0.76
13. 4. A processor with dynamic scheduling and issue bound operand
fetch has 3 execution units – one LOAD/STORE unit, one
ADD/SUB unit and one MUL/DIV unit. It has a reservation
station with 1 slot per execution unit and a single register file.
Starting with the following instruction sequence in the instruction
fetch buffer and empty reservation stations, for each instruction
find the cycle in which it will be issued and the cycle in which it
will write result.
Assume out of order issue and out
load R6, 34(R12) of order execution. Execute cycles
load R2, 45(R13) taken by different instructions are -
mul R0, R2, R4 LOAD/STORE : 2
sub R8, R2, R6 ADD/SUB : 1
div R10, R0, R6 MUL : 2
add R6, R8, R2 DIV : 4.
14. Solution:
The following chart shows the execution of the given instruction
sequence cycle by cycle. The stages of instruction execution are
annotated as follows:
IF Instruction fetch
D Decode and issue
EX1 Execute in LOAD/STORE unit
EX2 Execute in ADD/SUB unit
EX3 Execute in MUL/DIV unit
WB Write back into register file and reservation stations
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
Instr cycle
⇓ no.⇒
load IF D EX1 EX1 WB
• • •
load IF D EX1 EX1 WB
mul IF D EX3 EX3 WB
sub IF D EX2 WB
• • • • • • • • •
div IF D EX3 EX3 EX3 EX3 WB
• • • • • • • •
add IF D EX2 WB
15. Cycles in which an instruction is waiting for a reservation station
are marked as • and the cycles in which an instruction is waiting for
one or more operands are marked as . As seen in the time chart,
the issue and write back cycles for various instructions are as
follows.
Instruction issue cycle write back cycle
load 1 4
load 4 7
mul 1 10
sub 1 9
div 10 16
add 9 12