IJCNN2025 投稿准备
投稿格式要求：
IEEE - Manuscript Templates for Conference Proceedings
投稿网址：
Conference Management Toolkit - Login
数据集准备：
https://github.com/cache2k/cache2k-benchmark/tree/master
https://github.com/cache2k/cache2k-benchmark/blob/master/traces/src/main/java/org/cache2k/benchmark/traces/Traces.java
package org.cache2k.benchmark.traces;/** #%L* Benchmarks: Access trace collection* %%* Copyright (C) 2013 - 2021 headissue GmbH, Munich* %%* This program is free software: you can redistribute it and/or modify* it under the terms of the GNU General Public License as* published by the Free Software Foundation, either version 3 of the * License, or (at your option) any later version.* * This program is distributed in the hope that it will be useful,* but WITHOUT ANY WARRANTY; without even the implied warranty of* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the* GNU General Public License for more details.* * You should have received a copy of the GNU General Public * License along with this program. If not, see* <http://www.gnu.org/licenses/gpl-3.0.html>.* #L%*/import com.github.benmanes.caffeine.cache.simulator.parser.corda.CordaTraceReader;import static org.cache2k.benchmark.util.TraceSupplier.*;import com.github.benmanes.caffeine.cache.simulator.parser.lirs.LirsTraceReader;
import com.github.benmanes.caffeine.cache.simulator.parser.wikipedia.WikipediaTraceReader;
import org.cache2k.benchmark.util.AccessPattern;
import org.cache2k.benchmark.util.LongToIntMapper;
import org.cache2k.benchmark.util.Patterns;
import org.cache2k.benchmark.util.RandomAccessPattern;
import org.cache2k.benchmark.util.TraceDirectory;
import org.cache2k.benchmark.util.TraceSupplier;
import org.cache2k.benchmark.util.UmassTraceReader;
import org.cache2k.benchmark.util.ZipfianPattern;/*** @author Jens Wilke*/
public interface Traces {TraceSupplier WIKIPEDIA1 =fromLongStream(() -> new WikipediaTraceReader(TraceDirectory.resolveFile("wikipedia/wiki.1190153705.gz")).keys()).name("wikipedia1").sizes(512, 1024, 2048, 4096);/*** Corda trace from the Caffeine simulator.** @see CordaTraceReader*/TraceSupplier CORDA_SMALL =fromLongStream(() -> new CordaTraceReader("trace_vaultservice.gz").events().mapToLong(x -> x.key())).name("corda-small").sizes(512, 1024);/*** Corda trace from the Caffeine simulator.** @see CordaTraceReader*/TraceSupplier CORDA_LARGE =fromLongStream(() -> new CordaTraceReader("trace_vaultservice_large.gz").events().mapToLong(x -> x.key())).name("corda-large").sizes(512, 1024);/*** Corda trace from the Caffeine simulator. Every request is repeated ten times and* transposed into a separate number space.** @see CordaTraceReader*/TraceSupplier CORDA_SMALL_10X =of(() ->Patterns.explode(AccessPattern.of(new CordaTraceReader("trace_vaultservice.gz").events().mapToLong(x -> x.key()).mapToInt(new LongToIntMapper())), 10)).name("corda-small-10x").sizes(512 * 10, 1024 * 10);/*** Reference trace used in the LIRS and CLOCK-Pro paper. This trace* is used to compare the hit percentages in the papers to the* implementation to ensure correctness.*/TraceSupplier LOOP =fromLongStream(() -> new LirsTraceReader("loop.trace.gz").keys()).name("loop").sizes(256, 512);/*** Trace combining {@link #CORDA_SMALL} {@link #LOOP} and {@link #CORDA_SMALL}.* used for adaptive cache evaluations.*/TraceSupplier CORDA_LOOP_CORDA =of(() -> Patterns.concat(CORDA_SMALL.get().newPattern(), LOOP.get().newPattern(), CORDA_SMALL.get().newPattern())).name("corda-loop-corda").sizes(512, 1024);/*** Reference trace used in the LIRS and CLOCK-Pro paper. This trace* is used to compare the hit percentages in the papers to the* implementation to ensure correctness.** <p>Short description from CLOCK-Pro paper: cpp is a GNU C* compiler pre-processor trace. The total size of C source* programs used as input is roughly 11 MB. The trace is a* member of the probabilistic pattern group.*/TraceSupplier CPP =of("trace-cpp.trc.bin.gz").name("cpp").sizes(20, 35, 50, 80, 100, 300, 500);/*** Reference trace used in the LIRS and CLOCK-Pro paper. This trace* is used to compare the hit percentages in the papers to the* implementation to ensure correctness.** <p/>Short description from the CLOCK-Pro paper: sprite is from the* Sprite network file system, which contains requests to a file* server from client workstations for a two-day period. The trace* is a member of the temporally-clustered pattern group.*/TraceSupplier SPRITE =of("trace-sprite.trc.bin.gz").name("sprite").sizes(100, 200, 400, 600, 800, 1000);/*** Reference trace used in the LIRS and CLOCK-Pro paper. This trace* is used to compare the hit percentages in the papers to the* implementation to ensure correctness.** <p>Short description from CLOCK-Pro paper: multi2 is obtained by executing* three workloads, cs, cpp, and postgres, together. The trace is a member* of the mixed pattern group.*/TraceSupplier MULTI2 =of("trace-multi2.trc.bin.gz").name("multi2").sizes(600, 1800, 3000);/*** Reference trace used in the LIRS and CLOCK-Pro paper. This trace* is used to compare the hit percentages in the papers to the* implementation to ensure correctness.** <p>Short description from CLOCK-Pro paper: multi2 is obtained by executing* three workloads, cs, cpp, and postgres, together. The trace is a member* of the mixed pattern group.*/TraceSupplier GLIMPSE =of("trace-glimpse.trc.bin.gz").name("glimpse").sizes(500, 1000, 2000);/*** Trace "recs" from scarab research.** @see <a href="https://github.com/ben-manes/caffeine/issues/106"/>*/TraceSupplier SCARAB_RECS =of("trace-scarab-recs-20160808T073231Z.trc.xz").name("scarab-recs").sizes(25_000, 50_000, 75_000, 100_000);/*** Trace "prods" from scarab research.** @see <a href="https://github.com/ben-manes/caffeine/issues/106"/>*/TraceSupplier SCARAB_PRODS =of("trace-scarab-prods-20160808T073231Z.trc.xz").name("scarab-prods").sizes(25_000, 50_000, 75_000, 100_000);/*** Access trace (HTTP requests) on a product detail page in december.** <p>This trace is provides by Jens Wilke / headissue GmbH.*/TraceSupplier WEB12 =of("trace-mt-20121220.trc.bin.gz").name("web12").sizes(300, 1200, 3000);/*** Access trace (HTTP requests) on a product detail page in july.** <p>This trace is provides by Jens Wilke / headissue GmbH.*/TraceSupplier WEB07 =of("trace-mt-20130703.trc.bin.gz").name("web07").sizes(300, 1200, 3000);/*** UMass Financial1 trace. Truncated to one million requests.** <p>fileName=Financial1.spc.bz2, sha1sum=5f705113ef5ab0b7cf033894e03ff0b050927ffd* @see <a href="http://traces.cs.umass.edu/index.php/Storage/Storage">UMassTraceRepository</a>*/TraceSupplier FINANCIAL1_1M =TraceSupplier.of(() -> UmassTraceReader.of("Financial1.spc.bz2").strip(1_000_000)).name("financial1-1M").sizes(12500, 25000, 50000, 100000, 200000);/*** UMass Financial1 trace.** <p>fileName=Financial1.spc.bz2, sha1sum=5f705113ef5ab0b7cf033894e03ff0b050927ffd* @see <a href="http://traces.cs.umass.edu/index.php/Storage/Storage">UMassTraceRepository</a>*/TraceSupplier FINANCIAL1 =TraceSupplier.of(() -> UmassTraceReader.of("Financial1.spc.bz2")).name("financial1").sizes(12500, 25000, 50000, 100000, 200000);/*** UMass Financial2 trace. Truncated to one million requests.** <p>fileName=Financial2.spc.bz2, sha1sum=ca788d7ec7b3700c989c252752af54c68a637a4a* @see <a href="http://traces.cs.umass.edu/index.php/Storage/Storage">UMassTraceRepository</a>*/TraceSupplier FINANCIAL2_1M =TraceSupplier.of(() -> UmassTraceReader.of("Financial2.spc.bz2").strip(1_000_000)).name("financial2-1M").sizes(5000, 10000, 20000, 40000, 80000);/*** UMass Financial2 trace.** <p>fileName=Financial2.spc.bz2, sha1sum=ca788d7ec7b3700c989c252752af54c68a637a4a* @see <a href="http://traces.cs.umass.edu/index.php/Storage/Storage">UMassTraceRepository</a>*/TraceSupplier FINANCIAL2 =TraceSupplier.of(() -> UmassTraceReader.of("Financial2.spc.bz2")).name("financial2").sizes(5000, 10000, 20000, 40000, 80000);/*** UMass WebSearch1 trace. Truncated to one million requests.** <p>fileName=WebSearch1.spc.bz2, sha1sum=4952e8eee9ea0117d6fc010779b32c3260ce6ead* @see <a href="http://traces.cs.umass.edu/index.php/Storage/Storage">UMassTraceRepository</a>*/TraceSupplier WEBSEARCH1_1M =TraceSupplier.of(() -> UmassTraceReader.of("WebSearch1.spc.bz2").strip(1_000_000)).name("umass-websearch1-1M").sizes(100000, 200000, 300000);/*** UMass WebSearch1 trace. accessCount=31970644, uniqueValues=12299573, hitrate around 17% at 2M cache size.** <p>fileName=WebSearch1.spc.bz2, sha1sum=4952e8eee9ea0117d6fc010779b32c3260ce6ead* @see <a href="http://traces.cs.umass.edu/index.php/Storage/Storage">UMassTraceRepository</a>*/TraceSupplier WEBSEARCH1 =TraceSupplier.of(() -> UmassTraceReader.of("WebSearch1.spc.bz2")).name("websearch1").sizes(1_000_000, 2_000_000);/*** UMass WebSearch2 trace. Truncated to one million requests.** <p>fileName=WebSearch2.spc.bz2, sha1sum=6d44ce16f4233a74be4a42c54bce7cca1197098a* @see <a href="http://traces.cs.umass.edu/index.php/Storage/Storage">UMassTraceRepository</a>*/TraceSupplier WEBSEARCH2_1M =TraceSupplier.of(() -> UmassTraceReader.of("WebSearch2.spc.bz2").strip(1_000_000)).name("websearch2-1M").sizes(10000, 20000, 30000);/*** UMass WebSearch2 trace.** <p>fileName=WebSearch2.spc.bz2, sha1sum=6d44ce16f4233a74be4a42c54bce7cca1197098a* @see <a href="http://traces.cs.umass.edu/index.php/Storage/Storage">UMassTraceRepository</a>*/TraceSupplier WEBSEARCH2 =TraceSupplier.of(() -> UmassTraceReader.of("WebSearch2.spc.bz2")).name("websearch2").sizes(1_000_000, 2_000_000);/*** UMass WebSearch3 trace. Truncated to one million requests.** <p>fileName=WebSearch3.spc.bz2, sha1sum=b01df4d3a1d3379d8a33dfb35958e8749e6c4e02* @see <a href="http://traces.cs.umass.edu/index.php/Storage/Storage">UMassTraceRepository</a>*/TraceSupplier WEBSEARCH3_1M =TraceSupplier.of(() -> UmassTraceReader.of("WebSearch3.spc.bz2").strip(1_000_000)).name("websearch3-1M").sizes(10000, 20000, 30000);/*** UMass WebSearch3 trace.** <p>fileName=WebSearch3.spc.bz2, sha1sum=b01df4d3a1d3379d8a33dfb35958e8749e6c4e02* @see <a href="http://traces.cs.umass.edu/index.php/Storage/Storage">UMassTraceRepository</a>*/TraceSupplier WEBSEARCH3 =TraceSupplier.of(() -> UmassTraceReader.of("WebSearch3.spc.bz2")).name("websearch3").sizes(1_000_000, 2_000_000);/*** Trace of database object access of a eCommerce web application during the night time.** <p>Trace description: The accessed objects comprise of a mixture of* product inventory, availability per price and also customer data.* Objects are keyed by type, id and a index (e.g. the 3rd price of a product).* All data is normalized into numbers starting at 0 (or 1 for sub-ids) and* then collapsed into a single integer consisting of: Bits 27-31: type,* Bits 9-26: id, Bits 0-9: index.** <p>This trace is provides by Jens Wilke / headissue GmbH.*/TraceSupplier ORM_NIGHT =TraceSupplier.of("trace-mt-db-20160419-night.trc.bin.bz2").name("orm-night").sizes(625, 1250, 2500, 5000, 10000);/*** Trace of database object access of a eCommerce web application during daytime.** <p>This trace is provides by Jens Wilke / headissue GmbH.** @see #ORM_NIGHT*/TraceSupplier ORM_BUSY =TraceSupplier.of("trace-mt-db-20160419-busy.trc.bin.bz2").name("orm-busy").sizes(625, 1250, 2500, 5000, 10000);/*** The OLTP trace is used in the ARC paper.*/TraceSupplier OLTP =TraceSupplier.of("trace-oltp.trc.bin.gz").name("oltp").sizes(1000, 2000, 5000, 10000, 15000);TraceSupplier RANDOM_1000_100K =of(() -> new RandomAccessPattern(1000).strip(100_000)).name("random1000-100k").sizes(100, 200, 350, 500, 800);TraceSupplier RANDOM_1000_1M =of(() -> new RandomAccessPattern(1000).strip(1000_000)).name("random1000-1M").sizes(100, 200, 350, 500, 800);TraceSupplier RANDOM_1000_10K =of(() -> new RandomAccessPattern(1000).strip(10_000)).name("random1000-10k").sizes(100, 200, 350, 500, 800);TraceSupplier ZIPFIAN_10K_10M =of(() -> new ZipfianPattern(1802,10000).strip(10_000_000)).name("zipf10K-3M").sizes(500, 2000, 8000);TraceSupplier ZIPFIAN_10K_3M =of(() -> new ZipfianPattern(1802,10000).strip(3_000_000)).name("zipf10K-3M").sizes(500, 1000, 2000);TraceSupplier ZIPFIAN_10K_1M =of(() -> new ZipfianPattern(1802,10000).strip(1_000_000)).name("zipf10K-1M").sizes(500, 1000, 2000);TraceSupplier ZIPFIAN_900_3M =of(() -> new ZipfianPattern(1802,900).strip(3_000_000)).name("zipf900-3M").sizes(50, 100, 300, 500, 700);TraceSupplier ZIPFIAN_900_1M =of(() -> new ZipfianPattern(1802,900).strip(1_000_000)).name("zipf900-1M").sizes(50, 100, 300, 500, 700);}
https://traces.cs.umass.edu/docs/traces/storage/
https://traces.cs.umass.edu/docs/traces/storage/