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COMP90025 Parallel and multicore computing

创建日期：2024-08-26 17:18:40

所属分类：计算机computer science

标签： COMP90025

COMP90025 Parallel and multicore computing

Project 1: Spell checker — identifying words

Project 1 requires developing and submitting a C/C++ OpenMP program and a written

report. Project 1 is worth 20% of the total assessment and must be done individually. The due

date for the submission is nominally 11.59pm on 11 September, the Wednesday of Week 8.

Submissions received after this date will be deemed late. A penalty of 10% of marks per working

day late (rounded up) will be applied unless approved prior to submission. The weekend does not

count as working days. A submission any time on Thursday will attract 10% loss of marks and so

on. Please let the subject coordinator know if there is anything unclear or of concern about these

aspects.

1 Background

We have all come to rely on spelling checkers, in everything from word processors to web forms

and text messages. This year’s projects will combine to form a simple parallel spell checker.

In Project 1, you will write OpenMP (shared memory) code to collect a list of distinct words

from a document, ready to check the spelling of each. In Project 2, you will write MPI (message

passing) code to take such a list of words and check them against a dictionary of known words.

2 Assessment Tasks

1. Write an OpenMP (or pthreads) C/C++ function

void WordList(uint8_t *doc, size_t doc_len, int non_ASCII, uint16_t ***words, int *count)

to do the following:

(a) take a pointer doc to a UTF-8 string and its length, doc len;

(b) parse the string into a list of words, where a word is defined as a maximal string of

characters that are Unicode letter type, as determined by iswalnum (or isalnum for

ASCII) in the current locale (not necessarily the standard C locale).

That is, it is a string of Unicode letters that

? is either preceded by a non-letter or starts at the start of the string; and

? is either followed by a non-letter or ends at the end of the string;

The function should malloc two regions of memory: one containing all of the (‘\0’-

terminated) words contiguously, and the other containing a list of pointers to the starts

of words within the first region. A pointer to the second should be returned in words.

The memory should be able to be freed by free (**words); free (*words);

The array should be sorted according to the current locale. The C function strcoll compares

according to the current locale. We will test with locales LC ALL=C, en AU. In bash, the locale

can be specified on the command line, like

LC ALL=en AU run find words text1-ASCII.txt

LC ALL=en AU run find words text1-en.txt

or it can be specified using export

export LC ALL=en AU

run find words text1-ASCII.txt

run find words text1-en.txt

There should be no spaces around the “=”.

If nonASCII is zero, then you can assume that the UTF-8 input is all ASCII, and optimize

for that case. If nonASCII is 1, then you can assume that non-ASCII characters are rare.

If nonASCII is 2, then non-ASCII characters may be common. This is not required, unless

you are aiming to get the fastest possible code.

You must write your own sorting code. (Choose a simple algorithm first, and replace it if

you get time.)

Do not use any container class libraries.

You can assume that all UTF-16 characters fit into a single uint16_t.

The driver program to call your code, and a skeleton Makefile, are available at https:

//canvas.lms.unimelb.edu.au/files/20401320/download?download_frd=1 and on

Spartan at /data/projects/punim0520/2024/Project1.

2. Write a minor report (3000 words (+/- 30%) not including figures, tables, diagrams, pseu-

docode or references). The lengths given below are guidelines to give a balanced report; if

you have a good reason to write more or less, then you may. Use the following sections and

details:

(a) Introduction (400 words): define the problem as above in your own words and discuss

the parallel technique that you have implemented. Present the technique using parallel

pseudo-code. Cite any relevant literature that you have made use of, either as a basis

for your code or for comparison. This can include algorithms you chose not to use along

with why you didn’t use them. If you use an AI assistant like ChatGPT, then clearly

identify which text was based on the AI output, and state in an appendix what prompt

you used to generate that text.

(b) Methodology (500 words): discuss the experiments that you will use to measure the per-

formance of your program, with mathematical definitions of the performance measures

and/or explanations using diagrams, etc.

charts, tables and diagrams that are captioned with numbers and referred to from the

text. The text should be only enough to explain the presented results so it is clear what

is being presented, not to analyse result.

(d) Discussion and Conclusion (1600 words): analyze your experimental results, and dis-

cuss how they provide evidence either that your parallel techniques were successful or

otherwise how they were not successful or, as may be the case, how the results are

inconclusive. Provide and justify, using theoretical reasoning and/or experimental evi-

dence, a prediction on the performance you would expect using your parallel technique

if the number of threads were to increase to a much larger number; taking architectural

aspects and technology design trends into account as best as you can – this may require

some speculation.

For each test case, there will be a (generous) time limit, and code that fails to complete

in that time will fail the test. The time limit will be much larger than the time taken

by the sequential skeleton, so it will only catch buggy implementations.

(e) References: cite literature that you have cited in preparing your report.

Use, for example, the ACM Style guide at https://authors.acm.org/proceedings/produc

tion-information/preparing-your-article-with-latex for all aspects of formatting your

report, i.e., for font size, layout, margins, title, authorship, etc.

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关键词一关键词二关键词三关键词四关键词五和法规和的发更好的风格和 ECON 615 FINC 612 CSC148 COMP 639 ACCT 203 ACCT 211 PSYC 101 MTH2009 COMP52315 PSYCO 432 statistics MATH4063 11 xxx 1 MA1MSP MAST30028 MATH3888 CS341 EEE30002 ES2F5 MCD4160 CC0933 ECON 1101 MCHM3001 CHEM3118 COMMGMT 2511 COMP41280 STAT 631 24T1 IRE379 SENG365 ECON433 FIT3139 MATH4602 LING5621M FINS5516 ECON3208 MN2177 L2 SM EEET1415 Finance DS4023 COMP3004 7CCSMRTS K1S5B6 Stat230 CSCI4211 CSI2132 ECON30130 MAS6100 ENVS222 COM2107 INFO1112 STAT 4004 FIT2100 comp2022 COMP4691 Physics 307 Econ 659 probability CSCI316 fir29 CSCI203 COMP3160 COMP6714 INFO1113 Physics 7B Physics Photonics S203031 STAT2005 COMP90015 CSCI 2110 CSCC46 Information CSC477 COMP4650 Statistical COMP 346 COMP1017 ELEC340 MATH1007 Programming function STAT 244 CS 134 Java cse13s Math 108A FW20 ECON3389 CSE 130 Science 331 COMP9020 engineering COSC 445 CSE 5523 GAME2012 visualization MATH 235 Math 370 CSC343 COGS 108 EE524 COMP10200 STAT 416 3FK4 MSCI 311 ECON6113 ACC40700 EMESTER1 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COMP532 MAS275 COMP5318 COMP4002 FIT5086 MAST20004 FIT3152 FIT5129 CIS2380 CS521 COMP 1005 EECMS CITS5501 ECE 462 ECON 6002 ENG 4051 CSC 648 CMT654 MECHENG 713 PHYS1002 AMME 2000 FP0060 DDES3200 MECHENG 743 BINF90002 FIT2081 ISYS90081 ELECTENG 722 BUS 360 ECOS3010 BUS2810 ETF2100 ENG2048 STAT5002 COMP2017 CEME 2003 MATS3004 COMP9319 PHYS1001 COMP5349 AMME2261 COMP-381 FIT3173 COSC2757 ENG4025 QBUS2820 COMP9414 MATH2021 EOSC118 MFIN6690 PMATH 321 CSE-141L MATH575A COMPSCI5002 COMP1511 management comp2123 FINS3616 COMP 3331 COMS30034 DTSC 71 AcF 702 AcF702 DTSC71 MAT021 ELE8083 ACFI213 EG-127J 127J FIT5163 FIT2001 ELE00113M CMT310 CS 245 ENGL 1101 MTH6115 EE497 CS 325 Math 124A MTH5130 MBA502 MGT 5380 ARCH 1261 F033800 20LLP109 ELE4009 FINANCIAL COMP3331 Computer ECE4179 20T3 COMP9311 COMP9311 UNSW MFIN6210 ACCT 5930 EE590 ENG2029 ECO100 SIT315 ACCT3610 COMP3600 STK2100 FIT2004 COMP30020 ACTL1101 Stat 101B BANA 200 COSC2473 ENGG1400 AI COMP90043 MMF 1914H PHYS 127 CS584 CIVL2010 ECMT2150 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1300A ENGG 1300 OLET1139 STAT 3503 STAT 206 FEM11149 ELEN 4720 COMP20003 SOLA1070 CS574 C11CS LINB29H3 MAST90083 ECON7200 STAT 610 LINB29 DSM-5 COMP3161 EEEN40010 MATH 4431 K353 STA 3386 IERG4300 COMS W4167 ENG5298 AMME 2302 CS3910 COMPSCI 320 STATS 369 GR5242 COSC 328 CSCI435 MGTS1301 INFS2200 COMP3900 CIS 375 Module AE03 COMP3121 CS260 HAM503 MGMT5050 INT3075 COSC 285 GEOL0029 GEGE2X01 STAT1201 MATH1061 MMF1941H STAT 5060 CS 520 COMP 4320 MSIN0104 000T FINS3648 ECMT2160 ECON4003 Phys 129L CSE 142 CS 3130 MGEB01 EECS 340 Finance (20443/20444) ECMM149 COMP5310 EEEN60180 CSC 111 AT2 CSCI 4430 STAB57 MA/CSC 427 MATH322 D100 CSCI544 CITS3004 CI6227 CSE 565 APCO 1P01 852L1 ELEC S411F COMP3207 STATS330 ECON7530 FIT5149 CSI4104 CMPT 371 COMP201 SEHS4696 FI4003 MATH6182 CG1 WS MATH401 MGT 205 QTM 110 COMP 0137 MACE12201 FIT5210 ECE 544 BISM7206 HUDM 6055 ECON3203 STATS 210 MSCI 570 MATH6173 COMPSCI4039 Accounting COM3503 AOE2024 ECON213 PSYC10004 Control Data 100/200A PHIL2617 PHYS3116 MIE250 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