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Image Reconstruction Technology Utilizes GPUs to Speed Up CT Scanner Workflows

By MedImaging staff writers
Posted on 23 Apr 2008

Advanced image reconstruction technology has recently been developed for the medical imaging, security, and nondestructive testing markets. More...

Image reconstruction for computed tomography (CT) scanners frequently takes hours of processing time and represents a major obstacle to efficiency for many organizations. The AxRecon system reduces the time required to complete this work from hours to minutes to speed up imaging workflow. Acceleware Corp. (Calgary,AB,Canada), a leading developer of acceleration solution for high-performance computing, developed the system. AxRecon was recently presented at the European Congress of Radiology (ECR) in March 2008, held in Vienna, Austria.

"Our entry into the medical and commercial imaging market space represents a significant growth opportunity for Acceleware, and is consistent with Acceleware's long-term growth strategy to tackle new markets,” said Sean Krakiwsky, CEO of Acceleware. "The benefits of higher throughput and image quality that are already being realized by early customers of AxRecon will help us drive adoption of this product within the broader imaging market.”

The long processing time required for CT image reconstruction limits throughput and quality for companies, clinicians, and researchers. To meet the demands of their workload, these users frequently forfeit image quality to save on processing time. AxRecon works with existing cone beam CT scanners to eliminate the bottleneck by significantly speeding up filtered back projection computations. This enables medical and commercial users to accelerate the reconstruction of their data and improve the quality of their images without disrupting their current workflow.

The AxRecon system combines Acceleware's proprietary software acceleration libraries with the massive parallel processing power of NVIDIA (Santa Clara, CA, USA) graphic processing units (GPUs) to dramatically increase the speed of sophisticated computations. AxRecon integrates with existing CT scanners with minimal setup. By accelerating algorithms such as filtered back-projection image reconstruction, clients are able to increase the speed of their operations and quality of their end results, while reducing the energy use and physical footprint of their high performance computing systems.

"In biomedical micro-computed tomography applications, the volume dimensions of our reconstructions have increased dramatically over the past few years,” said David Holdsworth of Robarts Imaging. "During the same period, scan times have also been reduced; this makes cone-beam CT reconstruction time the bottleneck that limits workflow in some situations. GPU-based reconstruction is a cost-effective solution for this task, and we have found that Acceleware's AxRecon product can provide 3D [three-dimensional] reconstructions up to 50 times faster than a single-CPU [central processing unit].”

Acceleware develops and markets systems that enable software vendors to leverage heterogeneous, multi-core hardware environments without having to rewrite their applications for parallel processing. This acceleration abstraction technology results in end-users achieving significant computing speed-ups and migrating vendor applications from single-core processing to multiple-core CPUs, GPUs or other acceleration products.

Acceleware's third-generation multi-board GPU solutions can accelerate simulation and processing algorithms by over 35 times, reducing data processing from multiple hours to minutes.

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58 (623.94142150879): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=279180000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

59 (!!!!! 7462.0246887207): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

60 (151.15737915039): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

61 (!!!!! 1497.9839324951): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

62 (127.79235839844): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

63 (107.0499420166): select cover from jos_number where journalid in (5) and cover is not null order by left(issue,2)+right(issue,2)*12 desc limit 1

64 (746.9654083252): SELECT fid FROM jos_deeppockets WHERE id=279180000 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=279180000 AND published='1' LIMIT 1

65 (60.081481933594): SELECT id,name,sponsor_text FROM jos_deeppockets dp left outer join jos_channel_sponsor cs on dp.id=cs.fid WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id=216 ORDER BY `ordering`

66 (64.13459777832): select jos_twitters.link from jos_twitters where cat=10

67 (36.001205444336): select jos_facebook.link from jos_facebook where cat=10

68 (35.04753112793): select jos_google_plus.link from jos_google_plus where cat=10

69 (33.855438232422): select jos_linkedin.link from jos_linkedin where cat=10

70 (37.908554077148): SELECT fid FROM jos_deeppockets WHERE id=279180000 AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE id=279180000 AND published='1' LIMIT 1

71 (47.206878662109): SELECT id,name,sponsor_text FROM jos_deeppockets dp left outer join jos_channel_sponsor cs on dp.id=cs.fid WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id=216 ORDER BY `ordering`

72 (481.12869262695): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=279180000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

73 (371.93298339844): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=279180000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

74 (64.13459777832): SELECT id,name,title FROM jos_deeppockets WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id != 294743300 AND id != 294743301 AND id != 294743302 AND id != 294743303 AND id != 294743304 AND id != 294743305 AND id != 294743306 AND id != 294743307 AND id != 294743308 AND id != 294743309 AND id != 294743310 AND metakey != 'aacc' ORDER BY `ordering`

75 (!!!!! 7426.9771575928): SELECT show_live FROM jos_com_show_setting LIMIT 1

76 (530.00450134277): SELECT show_live FROM jos_com_show_setting LIMIT 1

77 (901.93748474121): SELECT show_live FROM jos_com_show_setting LIMIT 1

78 (46.968460083008): SELECT show_live FROM jos_com_show_setting LIMIT 1

79 (!!!!! 1226.9020080566): SELECT show_live FROM jos_com_show_setting LIMIT 1

80 (51.975250244141): SELECT show_live FROM jos_com_show_setting LIMIT 1

81 (40.054321289062): SELECT show_live FROM jos_com_show_setting LIMIT 1

82 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

83 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

84 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

85 (37.908554077148): SELECT show_live FROM jos_com_show_setting LIMIT 1

86 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

87 (36.954879760742): SELECT show_live FROM jos_com_show_setting LIMIT 1

88 (39.100646972656): SELECT show_live FROM jos_com_show_setting LIMIT 1

89 (78.916549682617): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=279180000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

90 (71.048736572266): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=279180000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

91 (49.829483032227): SELECT id,name,title FROM jos_deeppockets WHERE cat=10 AND TYPE='file_folder' AND published=1 AND id != 294743300 AND id != 294743301 AND id != 294743302 AND id != 294743303 AND id != 294743304 AND id != 294743305 AND id != 294743306 AND id != 294743307 AND id != 294743308 AND id != 294743309 AND id != 294743310 AND metakey != 'aacc' ORDER BY `ordering`

92 (!!!!! 1195.9075927734): SELECT show_live FROM jos_com_show_setting LIMIT 1

93 (375.98609924316): SELECT show_live FROM jos_com_show_setting LIMIT 1

94 (549.0779876709): SELECT show_live FROM jos_com_show_setting LIMIT 1

95 (!!!!! 1268.1484222412): SELECT show_live FROM jos_com_show_setting LIMIT 1

96 (!!!!! 2645.0157165527): SELECT show_live FROM jos_com_show_setting LIMIT 1

97 (980.85403442383): SELECT show_live FROM jos_com_show_setting LIMIT 1

98 (545.97854614258): SELECT show_live FROM jos_com_show_setting LIMIT 1

99 (330.92498779297): SELECT show_live FROM jos_com_show_setting LIMIT 1

100 (!!!!! 3710.0315093994): SELECT show_live FROM jos_com_show_setting LIMIT 1

101 (60.081481933594): SELECT show_live FROM jos_com_show_setting LIMIT 1

102 (42.915344238281): SELECT show_live FROM jos_com_show_setting LIMIT 1

103 (136.8522644043): SELECT show_live FROM jos_com_show_setting LIMIT 1

104 (204.08630371094): SELECT show_live FROM jos_com_show_setting LIMIT 1

105 (44.107437133789): SELECT show_live FROM jos_com_show_setting LIMIT 1

106 (579.833984375): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

107 (540.01808166504): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

108 (468.96934509277): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=279180000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

109 (!!!!! 1196.8612670898): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=279180000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

110 (!!!!! 1827.0015716553): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

111 (416.99409484863): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

112 (!!!!! 1013.0405426025): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.id=279180000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

113 (687.1223449707): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.id=279180000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

114 (!!!!! 1245.9754943848): SELECT dp.name, dp.id, dp2.name as channel, ex.name as author_name, ex.specialization, ex.images FROM jos_deeppockets as dp LEFT JOIN jos_experts as ex ON ex.id = dp.author LEFT JOIN jos_deeppockets as dp2 ON dp2.id = dp.fid WHERE dp.author != 0 AND dp.cat = 10 AND dp.published = 1 AND ( (dp.fid = 294743300) OR (dp.fid = 294743301) OR (dp.fid = 294743302) OR (dp.fid = 294743303) OR (dp.fid = 294743304) OR (dp.fid = 294743305) OR (dp.fid = 294743306) OR (dp.fid = 294743307) OR (dp.fid = 294743308) OR (dp.fid = 294743309) OR (dp.fid = 294743310) ) ORDER BY RAND() LIMIT 1

115 (629.18663024902): SELECT dp.name, dp.id, dp2.name as channel, ex.name as author_name, ex.specialization, ex.images FROM jos_deeppockets as dp LEFT JOIN jos_experts as ex ON ex.id = dp.author LEFT JOIN jos_deeppockets as dp2 ON dp2.id = dp.fid WHERE dp.author != 0 AND dp.cat = 10 AND dp.published = 1 AND ( (dp.fid = 294743300) OR (dp.fid = 294743301) OR (dp.fid = 294743302) OR (dp.fid = 294743303) OR (dp.fid = 294743304) OR (dp.fid = 294743305) OR (dp.fid = 294743306) OR (dp.fid = 294743307) OR (dp.fid = 294743308) OR (dp.fid = 294743309) OR (dp.fid = 294743310) ) ORDER BY RAND() LIMIT 1

116 (!!!!! 1502.9907226562): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

117 (!!!!! 1236.9155883789): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

118 (169.03877258301): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

119 (187.87384033203): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

120 (620.84197998047): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

121 (174.99923706055): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

122 (!!!!! 1126.0509490967): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

123 (519.0372467041): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

124 (!!!!! 8203.9833068848): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`

125 (!!!!! 111930.13191223): SELECT * FROM jos_deeppockets WHERE jos_deeppockets.cat = 10 AND jos_deeppockets.type = 'deeppockets_item' AND jos_deeppockets.published = 1 AND jos_deeppockets.created + INTERVAL 14 DAY >= NOW() ORDER BY jos_deeppockets.hits DESC LIMIT 7

126 (!!!!! 7541.8949127197): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=279180000 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=279180000 AND type='deeppockets_item' AND published='1' LIMIT 1

127 (!!!!! 75769.901275635): ( SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.video != '' AND dp.video_source != '' AND dp.cat = 10 AND dp.published = 1 AND dp.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) UNION ( SELECT dpa.id, dpa.name, dpa.title, dpa.video, dpa.video_source, dpa.created FROM jos_deeppockets_archive AS dpa WHERE dpa.video != '' AND dpa.video_source != '' AND dpa.cat = 10 AND dpa.published = 1 AND dpa.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) ORDER BY created DESC LIMIT 3

128 (!!!!! 7963.8957977295): ( SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.video != '' AND dp.video_source != '' AND dp.cat = 10 AND dp.published = 1 AND dp.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) UNION ( SELECT dpa.id, dpa.name, dpa.title, dpa.video, dpa.video_source, dpa.created FROM jos_deeppockets_archive AS dpa WHERE dpa.video != '' AND dpa.video_source != '' AND dpa.cat = 10 AND dpa.published = 1 AND dpa.type != 'deeppockets_item_link' ORDER BY created DESC LIMIT 3 ) ORDER BY created DESC LIMIT 3

129 (!!!!! 7832.0503234863): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803337 LIMIT 1

130 (!!!!! 7921.9341278076): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803337 LIMIT 1

131 (!!!!! 7643.9380645752): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803276 LIMIT 1

132 (!!!!! 4122.0188140869): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294803276 LIMIT 1

133 (!!!!! 7790.0886535645): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294803276 LIMIT 1

134 (!!!!! 7946.9680786133): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets_archive AS dp WHERE dp.id = 294803276 LIMIT 1

135 (!!!!! 7812.0231628418): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294802958 LIMIT 1

136 (!!!!! 8044.958114624): SELECT dp.id, dp.name, dp.title, dp.video, dp.video_source, dp.created FROM jos_deeppockets AS dp WHERE dp.id = 294802958 LIMIT 1

137 (!!!!! 2754.9266815186): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

138 (911.95106506348): SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

139 (61.988830566406): SELECT name FROM jos_deeppockets WHERE id=216

140 (!!!!! 2549.8867034912): SELECT name FROM jos_deeppockets WHERE id=216

141 (!!!!! 1406.9080352783): SELECT *, DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up, DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down FROM jos_events WHERE state=1 AND publish_up > NOW() and extra_info REGEXP '((;)|(^))216((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

142 (946.99859619141): SELECT *, DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up, DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down FROM jos_events WHERE state=1 AND publish_up > NOW() and extra_info REGEXP '((;)|(^))216((;)|($))' AND catid IN (0,110) ORDER BY publish_up ASC LIMIT 3

143 (661.13471984863): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

144 (252.00843811035): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

145 (!!!!! 22015.09475708): TRUNCATE TABLE jos_trademed_module

146 (381.9465637207): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=279180000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

147 (!!!!! 9320.9743499756): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp LEFT JOIN jos_experts as exp ON exp.id = dp.author LEFT JOIN jos_deeppockets as ch ON dp.fid = ch.id WHERE 1=1 AND dp.cat=10 AND dp.id=279180000 AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link') AND dp.published='1' LIMIT 1

148 (!!!!! 1974.8210906982): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

149 (156.87942504883): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1

150 (161.88621520996): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

151 (!!!!! 1422.1668243408): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

152 (!!!!! 2202.9876708984): SELECT jos_item.* FROM jos_item INNER JOIN jos_number ON jos_item.numberID=jos_number.id WHERE 1=1 AND (jos_item.imgMini<>'') AND jos_item.type='L' AND jos_item.numberID= ( SELECT jos_number.id FROM jos_number WHERE jos_number.journalID IN (10) and jos_number.id in (select distinct jos_number.id from jos_number join jos_item on jos_item.numberid=jos_number.id where jos_item.type='P') ORDER BY (CONVERT(SUBSTRING(issue,1,2),SIGNED) + (CONVERT(SUBSTRING(issue,3,2),SIGNED)*100)) DESC LIMIT 0,1 ) ORDER BY RAND() DESC LIMIT 6

153 (!!!!! 1363.99269104): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

154 (336.88545227051): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

155 (701.1890411377): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=279180000 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=279180000 AND type='deeppockets_item' AND published='1' LIMIT 1

156 (249.86267089844): select distinct links.* from jos_textlinks links join jos_textlinks_placement placement on links.id=placement.link_id where journal_id=(10) and (channel_id=216 or channel_id is null)

157 (304.9373626709): select distinct links.* from jos_textlinks links join jos_textlinks_placement placement on links.id=placement.link_id where journal_id=(10) and (channel_id=216 or channel_id is null)

158 (!!!!! 1778.8410186768): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1

159 (716.20941162109): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

160 (!!!!! 1054.048538208): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=279180000 AND published='1' union SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=279180000 AND published='1' LIMIT 1

161 (677.10876464844): select jos_twitters.link from jos_twitters where cat=10

162 (64.13459777832): select jos_facebook.link from jos_facebook where cat=10

163 (48.87580871582): select jos_google_plus.link from jos_google_plus where cat=10

164 (133.03756713867): select jos_linkedin.link from jos_linkedin where cat=10

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