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Cache-Based Query Processing for Search Engines

B. Barla Cambazoglu, Ismail Sengor Altingovde, Rifat Ozcan, Özgür Ulusoy
2012 ACM Transactions on the Web  
the result cache of the search engine.  ...  In this work, we propose two alternative strategies to implement this cache-based query processing idea.  ...  ACKNOWLEDGMENTS We thank Ender Demirkaya for his assistance in implementing some of the methods discussed in this article.  ... 
doi:10.1145/2382616.2382617 fatcat:pd5uxzgzw5arbero5lied55smy

Batch query processing for web search engines

Shuai Ding, Josh Attenberg, Ricardo Baeza-Yates, Torsten Suel
2011 Proceedings of the fourth ACM international conference on Web search and data mining - WSDM '11  
In this paper, we motivate and discuss the problem of batch query processing in search engines, identify basic mechanisms for improving the performance of such queries, and provide a preliminary experimental  ...  Large web search engines are now processing billions of queries per day. Most of these queries are interactive in nature, requiring a response in fractions of a second.  ...  Query processing in search engines has been extensively studied; for a basic overview, see [37, 6] .  ... 
doi:10.1145/1935826.1935858 dblp:conf/wsdm/DingABS11 fatcat:3sjgnc5bwvdsjdelcqycp46k7u

The impact of solid state drive on search engine cache management

Jianguo Wang, Eric Lo, Man Lung Yiu, Jiancong Tong, Gang Wang, Xiaoguang Liu
2013 Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '13  
Caching is an important optimization in search engine architectures.  ...  The results give insights to practitioners and researchers on how to adapt the infrastructure and how to redesign the caching policies for SSDbased search engines.  ...  As future work, we will next focus on the new bottleneck of query processing in SSD-based web search engine architecture and consider the potential of other cache types (e.g., intersection cache [77]  ... 
doi:10.1145/2484028.2484046 dblp:conf/sigir/WangLYTWL13 fatcat:vzbz6htjcncfxaneljvazbojki

Web Cache Optimization in Semantic Based Web Search Engine

S.N. Sivanandam, M. Rajaram, S.Latha Shanmuga Vadivu
2010 International Journal of Computer Applications  
In this work I have used web cache optimization based on eviction method for semantic web search engine.  ...  The ontology for multiple search engines is written such that in this search engine for single query the final result is got from multiple search engines.  ...  Then the same query get different result from different search engine using web cache optimization. Then the same user query get the different search engine result based on semantic web result.  ... 
doi:10.5120/1512-1855 fatcat:du6e3zkjzbgarcbq7ugyqsuqf4

Cache Design of SSD-Based Search Engine Architectures

Jianguo Wang, Eric Lo, Man Lung Yiu, Jiancong Tong, Gang Wang, Xiaoguang Liu
2014 ACM Transactions on Information Systems  
Based on the results, we give insights to practitioners and researchers on how to adapt the infrastructure and caching policies for SSD-based search engines.  ...  Caching is an important optimization in search engine architectures.  ...  processing in SSD-based search engines.  ... 
doi:10.1145/2661629 fatcat:7vrj25m45ra35nc5rhwsfm6oau

Optimized semantic based multiple web search engine with anti-phishing technique

2016 Revista Técnica de la Facultad de Ingeniería Universidad del Zulia  
They are (i) Semantic Based Multiple Web Search Engine(ii)Web Caching and Response Time Optimization Based On Eviction Method (ii)Detection Of Phishing Web Pages Based On Image Processing Techniques.  ...  The searches take place simultaneously from different search engines, and the searches do not have to wait for each search engine, the results are computed simultaneously from multiple search engines and  ...  Phishing Detection based on EMD In the developed semantic search engine the queries have been cached and the cached pages have been loaded as snap shots and it is processed using image matrix software  ... 
doi:10.21311/ fatcat:dk3pue2iyzgq7oo735lgsjbvoy

Online result cache invalidation for real-time web search

Xiao Bai, Flavio P. Junqueira
2012 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '12  
Caches of results are critical components of modern Web search engines, since they enable lower response time to frequent queries and reduce the load to the search engine backend.  ...  For enhancing invalidation efficiency, the generation time of cached queries and their chronological order with respect to the latest index update are used to early prune unaffected queries.  ...  Once a search engine returns results for a query, we process the same query against the main search index to obtain the ground truth (its ideal set of results).  ... 
doi:10.1145/2348283.2348369 dblp:conf/sigir/BaiJ12 fatcat:3cy3ha56ljgh3ozjz2txjqud4u

Modeling Static Caching in Web Search Engines [chapter]

Ricardo Baeza-Yates, Simon Jonassen
2012 Lecture Notes in Computer Science  
In this paper we model a two-level cache of a Web search engine, such that given memory resources, we find the optimal split fraction to allocate for each cache, results and index.  ...  The final result is very simple and implies to compute just five parameters that depend on the input data and the performance of the search engine.  ...  For designing an efficient caching architecture for web search engines there are many trade-offs to consider.  ... 
doi:10.1007/978-3-642-28997-2_37 fatcat:7oen45tyhjh35o2g2fg4t46pfq

A five-level static cache architecture for web search engines

Rifat Ozcan, I. Sengor Altingovde, B. Barla Cambazoglu, Flavio P. Junqueira, Özgür Ulusoy
2012 Information Processing & Management  
Caching is a crucial performance component of large-scale web search engines, as it greatly helps reducing average query response times and query processing workloads on backend search clusters.  ...  Moreover, we propose a greedy heuristic to prioritize items for caching, based on gains computed by using items' past access frequencies, estimated computational costs, and storage overheads.  ...  Query processing overview Web search engines are composed of multiple replicas of large search clusters.  ... 
doi:10.1016/j.ipm.2010.12.007 fatcat:ozvshcjalzbq7jxxnkydw3fthu

Compact Snippet Caching for Flash-based Search Engines

Rui Zhang, Pengyu Sun, Jiancong Tong, Rebecca Jean Stones, Gang Wang, Xiaoguang Liu
2015 Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '15  
With the trend of using flash-based solid state drives (SSDs) instead of hard disk drives for search engine storage, the bottleneck of snippet generation shifts from I/O to computation.  ...  In response to a user query, search engines return the topk relevant results, each of which contains a small piece of text, called a snippet, extracted from the corresponding document.  ...  INTRODUCTION Caching is an important method for reducing query latency in search engines.  ... 
doi:10.1145/2766462.2767764 dblp:conf/sigir/ZhangSTSWL15 fatcat:cvie7m7a3naidgh5ei3qlioexq

An Efficient and Enhanced approach for Spatial Search results

Saro jini, Satyanarayana Mummana
2014 International Journal of Engineering Trends and Technoloy  
Optimizing the search engine is still an interesting research issue in the field of search engine optimization, Even though various approaches available for answering the spatial query, modern technology  ...  In our approach we are handling the spatial queries in two ways and returns the only user specified number of optimal results and we implemented a cache based approach for efficient results.  ...  Our entire process is divided in to two phases based on cache and geocodes.  ... 
doi:10.14445/22315381/ijett-v10p241 fatcat:7252pdovwfhpjg4dm2fjovklre

A Two-Level Cache for Distributed Information Retrieval in Search Engines

Weizhe Zhang, Hui He, Jianwei Ye
2013 The Scientific World Journal  
To improve the performance of distributed information retrieval in search engines, we propose a two-level cache structure based on the queries of the users' logs.  ...  We extract the highest rank queries of users from the static cache, in which the queries are the most popular.  ...  Currently, caches have been widely used to improve the performance of search engines. They are a key to enhance the processing ability and shorten the response time for search engines.  ... 
doi:10.1155/2013/596724 pmid:24363621 pmcid:PMC3864153 fatcat:dtysar6vcfdbdg6ykvtbc42qny

A refreshing perspective of search engine caching

Berkant Barla Cambazoglu, Flavio P. Junqueira, Vassilis Plachouras, Scott Banachowski, Baoqiu Cui, Swee Lim, Bill Bridge
2010 Proceedings of the 19th international conference on World wide web - WWW '10  
Commercial Web search engines have to process user queries over huge Web indexes under tight latency constraints.  ...  In this work, we first argue that the real problem in today's caching for large-scale search engines is not eviction policies, but the ability to cope with changes to the index, i.e., cache freshness.  ...  SYSTEM MODEL Search engines execute essentially three main tasks: crawling, indexing, and query processing.  ... 
doi:10.1145/1772690.1772710 dblp:conf/www/CambazogluJPBCLB10 fatcat:xsd7xmqgvfbrvafpaozzyucqby

A New Replacement Algorithm of Web Search Engine Cache based on User Behavior

Zhang Yong-Heng, Zhang Feng, You Fei
2014 Applied Mathematics & Information Sciences  
By analyzing the documents and the users query logs of a real search engine based on the Web caching, through a large number of statistical analyzed of user behavior and found that the search engine query  ...  In this paper,analyzed of the search engine ranking based on the user behavior investigated mass distribution of information on the website and use the URL into the mirror degree, directory depth parameters  ...  First of all, a search engine in the statistical documentation and user queries based on log data,set up a search engine cache inverted index retrieval performance model.  ... 
doi:10.12785/amis/080645 fatcat:4swkdjltqzcihcvyuhzlvv5spy

Siva - The IPFS Search Engine

Nawras Khudhur, Satoshi Fujita
2019 2019 Seventh International Symposium on Computing and Networking (CANDAR)  
with adding result cache layer to the search engine alongside with a hash filter to make cache lookup process fast and efficient.  ...  Index Terms-DHT, p2p search engine, keyword searchable, cached query, hash filter.  ...  layer to the search engine and compare the cache effectiveness with current results.  ... 
doi:10.1109/candar.2019.00026 dblp:conf/ic-nc/KhudhurF19 fatcat:7gircijkifd3fpwu4tjvb5b574
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