Servers RAM spikes after Newsletter

Whenever we send off a newsletter with say 10+ links to specific products, our server ends up overloading and our website ends up going down for 5-10 minutes until the server comes back up.

The newsletter/email blast is sent off to around 4000~ customers using godaddy. I reached out to my support and they found some logs;

I noticed that several queries which took more than 1 second to execute were logged in the MySQL slow log at 15:56 UTC time, for example:

and the logs posted;

# Time: 2024-09-26T15:56:16.957652Z
# User@Host: USER[HOST] @ localhost []  Id: 262056
# Schema: SHOP  Last_errno: 0  Killed: 0
# Query_time: 3.999498  Lock_time: 0.000002  Rows_sent: 1  Rows_examined: 1  Rows_affected: 0  Bytes_sent: 1039
SET timestamp=1727366172;
SELECT `main_table`.* FROM `cleversoft_megamenus` AS `main_table` WHERE (`is_active` = '1') AND (`identifier` = 'products');
# Time: 2024-09-26T15:56:16.957666Z
# User@Host: USER[HOST] @ localhost []  Id: 262074
# Schema: SHOP  Last_errno: 0  Killed: 0
# Query_time: 4.091669  Lock_time: 0.000021  Rows_sent: 1  Rows_examined: 1  Rows_affected: 0  Bytes_sent: 146
SET timestamp=1727366172;
SELECT `catalog_category_flat_store_1`.`entity_id` FROM `catalog_category_flat_store_1` WHERE (entity_id='650');
# Time: 2024-09-26T15:56:16.957667Z
# User@Host: USER[HOST] @ localhost []  Id: 262072
# Schema: SHOP  Last_errno: 0  Killed: 0
# Query_time: 4.091260  Lock_time: 0.000013  Rows_sent: 1  Rows_examined: 1  Rows_affected: 0  Bytes_sent: 520
SET timestamp=1727366172;
SELECT `indexer_state`.* FROM `indexer_state` WHERE (`indexer_state`.`indexer_id`='catalog_category_flat');
# Time: 2024-09-26T15:56:17.053093Z
# User@Host: USER[HOST] @ localhost []  Id: 262081
# Schema: SHOP  Last_errno: 0  Killed: 0
# Query_time: 2.895144  Lock_time: 0.000002  Rows_sent: 0  Rows_examined: 0  Rows_affected: 0  Bytes_sent: 86
SET timestamp=1727366174;
SELECT `cp`.`page_id` FROM `cms_page` AS `cp`
 INNER JOIN `cms_page_store` AS `cps` ON cp.page_id = cps.page_id WHERE (cp.identifier = 'news-updates') AND (cps.store_id IN (0, '1')) AND (cp.is_active = 1) ORDER BY `cps`.`store_id` DESC
 LIMIT 1;
# Time: 2024-09-26T15:56:17.053102Z
# User@Host: USER[HOST] @ localhost []  Id: 262068
# Schema: SHOP  Last_errno: 0  Killed: 0
# Query_time: 4.187082  Lock_time: 0.000017  Rows_sent: 0  Rows_examined: 0  Rows_affected: 0  Bytes_sent: 1685
SET timestamp=1727366172;
SELECT `main_table`.*, `default_option_title`.`title` AS `default_title`, `store_option_title`.`title` AS `store_title`, IF(store_option_title.title IS NULL, default_option_title.title, store_option_title.title) AS `title`, `default_option_price`.`price` AS `default_price`, `default_option_price`.`price_type` AS `default_price_type`, `store_option_price`.`price` AS `store_price`, `store_option_price`.`price_type` AS `store_price_type`, IF(store_option_price.price IS NULL, default_option_price.price, store_option_price.price) AS `price`, IF(store_option_price.price_type IS NULL, default_option_price.price_type, store_option_price.price_type) AS `price_type` FROM `catalog_product_option` AS `main_table`
 INNER JOIN `catalog_product_entity` AS `cpe` ON cpe.entity_id = main_table.product_id
 INNER JOIN `catalog_product_option_title` AS `default_option_title` ON default_option_title.option_id = main_table.option_id
 LEFT JOIN `catalog_product_option_title` AS `store_option_title` ON store_option_title.option_i..;
# Time: 2024-09-26T15:56:17.053110Z
# User@Host: USER[HOST] @ localhost []  Id: 262070
# Schema: SHOP  Last_errno: 0  Killed: 0
# Query_time: 4.187014  Lock_time: 0.000006  Rows_sent: 0  Rows_examined: 0  Rows_affected: 0  Bytes_sent: 1685
SET timestamp=1727366172;
SELECT `main_table`.*, `default_option_title`.`title` AS `default_title`, `store_option_title`.`title` AS `store_title`, IF(store_option_title.title IS NULL, default_option_title.title, store_option_title.title) AS `title`, `default_option_price`.`price` AS `default_price`, `default_option_price`.`price_type` AS `default_price_type`, `store_option_price`.`price` AS `store_price`, `store_option_price`.`price_type` AS `store_price_type`, IF(store_option_price.price IS NULL, default_option_price.price, store_option_price.price) AS `price`, IF(store_option_price.price_type IS NULL, default_option_price.price_type, store_option_price.price_type) AS `price_type` FROM `catalog_product_option` AS `main_table`
 INNER JOIN `catalog_product_entity` AS `cpe` ON cpe.entity_id = main_table.product_id
 INNER JOIN `catalog_product_option_title` AS `default_option_title` ON default_option_title.option_id = main_table.option_id
 LEFT JOIN `catalog_product_option_title` AS `store_option_title` ON store_option_title.option_i..;
# Time: 2024-09-26T15:56:17.053452Z
# User@Host: USER[HOST] @ localhost []  Id: 262071
# Schema: SHOP  Last_errno: 0  Killed: 0
# Query_time: 4.187416  Lock_time: 0.000014  Rows_sent: 12  Rows_examined: 24  Rows_affected: 0  Bytes_sent: 1345
SET timestamp=1727366172;
SELECT `catalog_product_entity_tier_price`.`value_id` AS `price_id`, `catalog_product_entity_tier_price`.`website_id`, `catalog_product_entity_tier_price`.`all_groups`, `catalog_product_entity_tier_price`.`customer_group_id` AS `cust_group`, `catalog_product_entity_tier_price`.`value` AS `price`, `catalog_product_entity_tier_price`.`qty` AS `price_qty`, `catalog_product_entity_tier_price`.`percentage_value` FROM `catalog_product_entity_tier_price` WHERE (website_id = 0) AND (entity_id = '9378') ORDER BY `qty` ASC;

I am at a bit of a loss as to what to do next/with this information. Are there any glaring issues that could be bogging the server down from the information given?

The complete catalog has around 12000 products, using a flat catalog and category system.. on M2.3.5 and php7.3

UPDATE

After running another newsletter, and the server going down, looking into the access_log, a lot of it looks like normal traffic, however right before server went down, one thing that stood out was;

2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/u/l/ultras1.jpg HTTP/2.0" 200 8909 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/c/o/convmsdida4k.jpg HTTP/2.0" 200 6486 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/d/a/da.jpg HTTP/2.0" 200 8340 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmd-convntrmbasdian_3_.jpg HTTP/2.0" 200 6993 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmd-bmursaevfeyecup.jpg HTTP/2.0" 200 5306 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/v/i/vidhubsmartcp.jpg HTTP/2.0" 200 6555 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/1/1/113.jpg HTTP/2.0" 200 9329 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/s/d/sdiaudio.jpg HTTP/2.0" 200 7749 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/7/i/7inhdr.jpg HTTP/2.0" 200 18052 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmd-dv-rfl-audif.jpg HTTP/2.0" 200 7558 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/d/a/davincikeyboard1_1.jpg HTTP/2.0" 200 10395 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmd-hdl-smtwscopeduo4k2-1.jpg HTTP/2.0" 200 11587 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/u/p/updowncrosshd.jpg HTTP/2.0" 200 8731 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/p/k/pktcincam4k.jpg HTTP/2.0" 200 11919 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/a/t/atemminipro.jpg HTTP/2.0" 200 13253 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmd-swatemminisbpr.jpg HTTP/2.0" 200 9184 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/u/l/ultrahdmini.jpg HTTP/2.0" 200 7529 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/u/s/us4kminifront.jpg HTTP/2.0" 200 8388 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/s/d/sdi-hdmi-6g.jpg HTTP/2.0" 200 12009 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/c/o/convcmic_sh03g_wpsu_sdi_to_hdmi_3g_wpsu_1.jpg HTTP/2.0" 200 10473 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmccass-shade.jpg HTTP/2.0" 200 5600 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmd-bdlkdvqdhdmi4k.jpg HTTP/2.0" 200 11990 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/h/d/hdl-multip6g-16.jpg HTTP/2.0" 200 5707 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/t/e/teranex8k.jpg HTTP/2.0" 200 8649 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmd-hyperdavida035-1.jpg HTTP/2.0" 200 12809 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/p/s/psu12a.jpg HTTP/2.0" 200 8072 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/v/i/vidhubmastercp.jpg HTTP/2.0" 200 5946 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmd-hyperdavida037-1.jpg HTTP/2.0" 200 18763 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/4/b4.jpg HTTP/2.0" 200 5516 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/v/i/viewfinder1.jpg HTTP/2.0" 200 12932 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmd-swpaneladv2me.jpg HTTP/2.0" 200 15403 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/h/y/hyperdeckcontroller1.jpg HTTP/2.0" 200 13486 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/s/k/skbolts_1.jpg HTTP/2.0" 200 7515 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/c/o/convmcsaud4k.jpg HTTP/2.0" 200 6144 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/d/bdlkstudio4k.jpg HTTP/2.0" 200 11482 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/m/i/minirec4k.jpg HTTP/2.0" 200 8289 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmd-swatemminibpriso.jpg HTTP/2.0" 200 14439 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/a/u/auded.jpg HTTP/2.0" 200 15158 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/s/w/swtalgpi8.jpg HTTP/2.0" 200 4929 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/m/u/multiview4.jpg HTTP/2.0" 200 8493 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/b/m/bmd-psupply-12v30w.jpg HTTP/2.0" 200 9580 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/m/u/multiview4hd-1.jpg HTTP/2.0" 200 8398 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/d/e/deckli.jpg HTTP/2.0" 200 18724 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/5/i/5inhdr.jpg HTTP/2.0" 200 15218 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/c/o/convcmic_hs03g_hdmi_to_sdi_3g-3.jpg HTTP/2.0" 200 10695 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/s/d/sdidist.jpg HTTP/2.0" 200 7608 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT‮
2603:9001:3c00:7c08:b932:44b1:5975:3f94 XXXXX.com - [08/Nov/2024:15:16:37 +0000] "GET /cache/5b85ee3076fdd136ac49a93981b58561/a/t/atem1advanced1.jpg HTTP/2.0" 200 14546 "https://XXXXXX.com/xxxx.html" "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" | TLSv1.3 | - - 0.000 - 0 NC:000000 UP:-DT

All of those requests in the same second seems like a lot (no other ip reacted that way in the access logs).. is there anything we could do to combat something like this?