{"id":"https://openalex.org/W4405845684","doi":"https://doi.org/10.1145/3704742.3704962","title":"PreSight: A Vision for an Instantaneous Web","display_name":"PreSight: A Vision for an Instantaneous Web","publication_year":2024,"publication_date":"2024-11-04","ids":{"openalex":"https://openalex.org/W4405845684","doi":"https://doi.org/10.1145/3704742.3704962"},"language":"en","primary_location":{"id":"doi:10.1145/3704742.3704962","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3704742.3704962","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3704742.3704962?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd Workshop on Practical Adoption Challenges of ML for Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3704742.3704962?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115680430","display_name":"Isaac Khor","orcid":"https://orcid.org/0009-0005-7917-0292"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Isaac Khor","raw_affiliation_strings":["Northeastern University"],"raw_orcid":"https://orcid.org/0009-0005-7917-0292","affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018780912","display_name":"Suleman Ahmad","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suleman Ahmad","raw_affiliation_strings":["Cloudflare Inc"],"raw_orcid":"https://orcid.org/0009-0001-0896-8222","affiliations":[{"raw_affiliation_string":"Cloudflare Inc","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081354146","display_name":"Avani Wildani","orcid":"https://orcid.org/0000-0001-9457-8863"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Avani Wildani","raw_affiliation_strings":["Cloudflare Inc"],"raw_orcid":"https://orcid.org/0000-0001-9457-8863","affiliations":[{"raw_affiliation_string":"Cloudflare Inc","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24341778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.621900200843811},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4522935152053833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3758505582809448},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3546537160873413},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3330501616001129}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.621900200843811},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4522935152053833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3758505582809448},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3546537160873413},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3330501616001129}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3704742.3704962","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3704742.3704962","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3704742.3704962?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd Workshop on Practical Adoption Challenges of ML for Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3704742.3704962","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3704742.3704962","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3704742.3704962?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd Workshop on Practical Adoption Challenges of ML for Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405845684.pdf","grobid_xml":"https://content.openalex.org/works/W4405845684.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W62912982","https://openalex.org/W1981276685","https://openalex.org/W2049482525","https://openalex.org/W6600553734","https://openalex.org/W6770058338"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747"],"abstract_inverted_index":{"We":[0,42,64],"present":[1,66],"the":[2,5,81,99],"position":[3],"that":[4,45,71],"time":[6],"for":[7,38],"general,":[8],"scalable,":[9],"privacy-preserving":[10],"web":[11,20],"cache":[12],"speculation":[13,21],"is":[14,22,47],"at":[15],"hand.":[16],"At":[17],"its":[18],"core,":[19],"about":[23],"predicting":[24],"what":[25,86],"resources":[26],"users":[27],"will":[28],"want.":[29],"Machine":[30],"learning":[31],"(ML)":[32],"seems":[33],"like":[34],"a":[35,53,59,67,96],"natural":[36],"fit":[37],"this":[39],"predictive":[40],"task.":[41],"show,":[43],"however,":[44],"ML":[46,102],"not":[48],"fundamentally":[49],"necessary":[50],"to":[51,90],"achieve":[52,91],"~10%":[54],"performance":[55,93],"improvement":[56],"worldwide":[57],"across":[58],"diverse":[60],"set":[61,68],"of":[62,69,83,101],"sites.":[63],"also":[65],"constraints":[70,79],"large-scale":[72],"CDNs":[73],"are":[74],"subject":[75],"to,":[76],"how":[77],"these":[78],"limit":[80],"possibilities":[82],"using":[84],"ML,":[85],"we":[87],"did":[88],"instead":[89],"our":[92],"results,":[94],"and":[95],"discussion":[97],"on":[98],"place":[100],"in":[103],"large,":[104],"Internet-scale,":[105],"systems.":[106]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}