This Report is set in the context of current developments in the threat picture and in technology (including AI), which are likely to require a wholesale replacement of the IPA for the 2030s. If enacted in the form I have recommended, they should give UKIC, law enforcement and the oversight body IPCO useful extra agility in important areas. The proposals that I have endorsed would leave the IPA’s central mechanisms intact, including the strong independent scrutiny that is its hallmark. I comment also on a number of other proposals aimed at clarifying certain definitions in the IPA and making its warrantry and oversight processes more resilient. The third proposal is to amend IPA s87 so as to ensure that technological changes notwithstanding, a mechanism continues to exist whereby UK telecommunications operators may be required, if the Secretary of State and a Judicial Commissioner agree, to retain the communications data of ‘inbound roamers’ with foreign SIM cards. I endorse that objective but consider that it could be better achieved by creating a fourth condition, which would be available only to UKIC and only for national security-related and serious crime purposes. The second proposal is to amend one of the three conditions in IPA s62 so as to facilitate the use of Internet Connection Records for target discovery. I endorse that proposal, on condition that datasets (or datasets of a given class) be placed in the low/no category only with the approval of an independent Judicial Commissioner. The first and most substantial proposal is to amend IPA Part 7 by creating a new, light touch regulatory regime for the retention and examination by the UK Intelligence Community (UKIC) of bulk personal datasets in respect of which individuals have a low or no expectation of privacy. The purpose of this independent Report is to consider some specific proposals for amending the Investigatory Powers Act 2016 (IPA), arrived at by the Home Office following its post-legislative review, so as to inform proposals for future legislation. Presented to the Prime Minister pursuant to terms of reference published on 9 February 2023 EXECUTIVE SUMMARY INDEPENDENT REVIEW OF THE INVESTIGATORY POWERS ACT 2016
0 Comments
This could refer to details regarding your driving history as well as any relevant data about the vehicle. If you want to make sure that your motor insurance claims process goes smoothly and quickly, it may be ideal to provide accurate information about your vehicle to the insurer. A higher claim settlement ratio may mean the insurer is dedicated to solving the customer’s claims. It is a ratio denoting the number of claims settled by the insurer in comparison to the number of claims received by them. You can read reviews and testimonials on the insurer’s website or on the app store to get a realistic view of the same.Īnother thing to look out for in this aspect is the claim settlement ratio. Check whether the insurer has a 24/7 claims assistance service and a good customer service record in general. Hence, it is crucial to choose an insurance company supportive in this regard. The following points may not only help you quicken your vehicle insurance claim settlement but may also help increase the chances of your claim being approved.Ī large part of how your claim settlement process goes depends on the insurance company. How to Ease Your Motor Insurance Claims Process While these directions would be implemented gradually, there are some steps you can take as a policyholder to make sure your motor insurance claims get processed faster. Further directions were also issued, requesting general insurance companies to comply with the amended mandates and rules. To make sure that the compliances mentioned in the Motor Vehicles Act are met at the earliest, the SC bench also laid down three months (from the date of the order) as the deadline for the development of these guidelines. Directions were issued to post trained personnel at these police stations as well. In that context, the Supreme Court also directed relevant officials from every State/ Union territory to form a unit specialised in this section in every police station. The Supreme Court of India has also emphasised the importance of the Investigating Officer in the motor insurance claim process, especially the need for them to comply with the rules and regulations of the Motor Vehicles Act. In a recent decision, the Supreme Court issued certain directions for immediate registration of the First Accident Report after an accident involving motor vehicles has occurred. Let’s learn more about the same.Ī Brief Overview of SC Directions for Faster Claim Settlement Hence, to ease and fasten the process for policyholders, the Supreme Court of India recently issued certain directions in that regard. However, sometimes, the motor insurance claim process can take a long time, especially when legal aspects are involved. In such situations, the sooner the claim is settled, and the financial compensation is paid out, the better it can be. In very unfortunate cases, someone might pass away as well. After all, an accident may involve harm to property, vehicles or even injury to individuals. It makes us look more organised, which adds to the experience of visiting a professional salon.When a vehicle insurance policyholder raises a claim, especially in cases of accidents, they expect it to be resolved quickly. Everyone understands iPads and loves them. “Clients love how easy and straightforward it is to book online and the experience in the salon with the iPad is so easy. “Timely is simple to use, no shows have virtually disappeared since I started sending out confirmation messages.”- Connie, Lash & Brow Boutique Managing an appointment book at the click of a button over multiple devices enables me to run my business smoothly at any time of the day.” – Pearle Blonde “What I love about Timely is the ease of use. Once you’re up and running, log on to the desktop version of Timely for even more tools and easier admin! Visit Upload photos and documents to client recordsĭownload the app and you’ll begin a free 14 day trial.Set up your services, add staff and clients.The Timely iOS app lets you use the main features of Timely on the go, or at the front counter, on your tablet or mobile. Begin with a gorgeous, customisable calendar, then tap into all the tools you need to help you deliver an exceptional client experience, grow your income and manage your hair or beauty business. Run your salon like a pro with easy-to-use booking software that puts you in control of the whole client experience. In january 2017, WWE Studios acquired the rights for an American remake, which would also be named "Cold Prey". A prequel, Cold Prey 3: The Beginning, was released in 2010, but was less successful than its two preceedors. In 2008, Cold Prey 2: Resurrection was released as a sequel to this film, starting off where this film ended. Hallvard Holmen as the Mountain Man's father.Tonie Lunde at the Mountain Man's mother.Erik Skjeggedal as the boy (Mountain man at young age). We know you will find your son" is dated to some time in 1975, suggesting it was closed then.Īs they stay overnight, they soon discover that there is someone else at the hotel and that they are all in mortal danger. Jannicke reads entries from the guest book and discover that the last message, saying "Never give up hope. Back in the lounge, they make the best of the situation by playing music from the 60s and 70s on the stereo equipment and drinking alcohol recovered from the bar. Mikal and Ingunn then run off for themselves and they discover a room being in particular disarray after a fire. On the way back, she finds the guest book just as Eirik fixes the generator and power to the resort is restored. Eirik then finds the generator and begins fixing it, while Jannicke, having a good time with Morten, goes to shut the main door that apparently has blown open. Eirik, Ingunn and Mikal goes to explore the abandoned resort while Jannicke stays behind to keep Morten in company. Realizing that it is getting too dark they decide o stay overnight. They break in and find something to use to mend Morten's leg. Upon arrival they find the place being abandoned for several years. They spot a hotel further down in the valley and decides to take Morten there. Without cellphone coverage and limited ability to mend Morten's leg in the wilderness, they decide to find somewhere to seek shelter. Morten then takes a bad fall and breaks the leg. They reach the top and they start snowboarding down the mountain slope. They leave their car along the road and begin climbing the mountain. They are on their way to the Jotunheimen mountains for a day of snowboarding. Inside are Eirik, his girlfriend Jannicke and their friends, the sweethearts Ingunn and Mikal and single jokester Morten Tobias. It then jumps to present day, where a car is seen driving through a mountaineous landscape. Next, he falls into a ditch and the unseen pursuer buries him alive.Īs the opening credits continue, news reports about people who went missing in the mountains are being shown. in the meantime, police question the boy's parents about the boy's disappearance. A boy having a large birthmark covering his left eye is running through a blizzard, being pursued. That’s why we were particularly fond of this one from Amazon - even with a hefty dirty pile that included two outfits (plus our favorite women's pajamas) every day, this laundry basket fit it all. Though you may go through mountains of laundry a week, you might not have the space to store a massive laundry basket. Each of the three laundry baskets is made from cotton fabric that dried quickly when splashed with water.īecause it’s so wide, this laundry sorter would be cumbersome to carry up and down stairs, so we recommend keeping it in your laundry room for clothes-sorting if your home has multiple floors.ĭimensions: 34 x 17 x 34 inches | Material: Cotton, steel | Color(s): Grey We also appreciated the wheel’s stoppers, which can securely lock two of the wheels so that the laundry doesn’t roll away from you while you load and unload. In our tests, the wheeled basket easily rolled across our laundry room floor. The three compartments are also great for separating lights, darks, and colors or sorting three different people’s laundry loads. It's also useful for keeping your favorite sheets separate from your clothes. This wheeled laundry sorter from Better Homes & Gardens can handle three large loads of laundry without breaking a metaphorical sweat and looks good while doing it. Massive loads of laundry call for a massive laundry basket - but that doesn’t mean it has to be unsightly. Not meant to be carried up and down stairs But if you’re on the hunt for a sturdy, well-designed laundry basket, we can’t recommend this highly enough.ĭimensions: 23 x 18 x 10.5 inches | Material: Polypropylene | Color(s): Grey, black, dark blue, light blue, pink, red, green, purple, white The one point against them is that they’re not the most aesthetically pleasing baskets, so if you’re looking for something that looks pretty sitting out in your room, you might not like these. And when we were done using the basket, we simply folded down the basket, which collapses to be near-flat, and easily stored it in the back of the closet.Įach set comes with two fully collapsible laundry baskets, so you’re actually paying about $23 per basket, which feels like a steal. We stuffed this laundry basket to the brim and towed it up and down two flights of stairs with ease. An extra handle might seem like a small addition, but it makes all the difference when it comes to carrying your laundry comfortably. The feature that truly sets this basket apart from the rest is the third handle on the side of the basket, which makes it easy to carry laundry on your hip if you need to free up your other hand. Well, we’re here to tell you that our lab testing definitively proved that all laundry baskets are not created equal - and this one is truly the best of the best. If you’re anything like us, you might have assumed that all plastic laundry baskets are functionally the same. The price is a bit steep, but with Pottery Barn, you can count on quality.ĭimensions: 27 x 16 inches | Material: Rattan | Color(s): Natural It also comes in a double-wide version with dual compartments for those who like to pre-separate their darks and lights. The Tava Hamper is versatile enough to complement a range of decor schemes, and the lid offers a tidy, streamlined touch. And while this hamper's cut-out handles make it easy to carry, a removable liner would also allow you to transport your loads to the washer without moving the entire basket, which weighs 8.5 pounds when empty. It's handwoven from rattan, a naturally durable material with a down-to-earth appeal that's still plenty modern.Īs Bostrom notes, a cloth liner would be ideal for preventing snagging, so we docked it a few points for missing that. But if we could only recommend one, we're confident Pottery Barn's Tava Hamper would be an all-around hit. Your idea of the perfect hamper is likely different from the next person's. From lidded woven containers and braided baskets to collapsible, rolling, and easy-sorting models, you'll find it all here.Ĭheck out the best laundry hampers and baskets below. We also put some of our favorite laundry baskets and laundry hampers to the test to see just how easily we could carry or maneuver each one from the bedroom to the laundry room. To help you narrow down your choices, we rounded up functional, durable, aesthetically pleasing options of various sizes and styles. They should also be easy to move around and, ideally, stylish. She recommends hampers made of soft materials (or at least with soft linings) that won't snag your fabrics. "It really depends on your habits, so be mindful of where you set clothes on a daily basis," says professional organizer Laura Bostrom of Everyday Order. If you're in the market for a new hamper or basket, we've got you covered. Everyone does laundry - apparently even Kim Kardashian - and the first step is rounding up your dirty clothes. They will be sold only through TicketWorld. Shaka Cook plays James Madison, the 4th President of the United States and Hercules Mulligan, one of America's most important spiesĪ waitlist is now available on the GMG Productions website and on the Hamilton website.īut if you want something concrete, tickets will go on sale beginning April 24.Victory Ndukwe alternates the roles of US President Thomas Jefferson and Marquis de Lafayette, friend of Alexander who helped in the American Revolutionary War and became a key figure in the French Revolution.Marty Alix as Philip Hamilton was the eldest son of Alexander and Eliza alternates as soldier John Laurens.Akina Edmonds as Angelica Hamilton, eldest daughter of Alexander and Eliza.Elandrah Eramiha alternates as Peggy Schuyler the sister in law of Alexander and as Maria Reynolds the mistress of Alexander.Lyndon Watts as former US Vice President Aaron Burr who killed Hamilton in a duel.Chloe Zuel as Alexander’s wife Eliza Hamilton.There is no announcement yet if there will be Filipino theater actors who will join the staging of "Hamilton" but it's well worth noting that Filipino actors Karylle Tatlonghari and Markki Stroem played lead roles in “The Sound of Music," which was produced by GMG Productions.īut in case you're wondering, below is the list of Australian cast members: It is an absolute joy to be able to bring it to Asia for the first time and to assemble a cast of the best performers from all over the world to deliver it.” He adds, “Hamilton is musical theatre at its most innovative, original and transformative best. It is a thrill to, finally, be able to bring it to them,” said Michael Cassel, producer of the international tour of “Hamilton." “Hamilton fans from the Philippines have been telling us for years how much they want to see the show, many of them have travelled to see it all over the world. “The production will then travel to Manila to make its highly anticipated Asian premiere with a cast drawn from performers all over the world," it said. According to the statement, it is now set to embark on its first international tour, starting in Auckland in May. “Hamilton” made its southern hemisphere premiere in Sydney in March 2021 and then made its way to Melbourne and Brisbane. The announcement also proved true, the hunches of many theater fans that it's the touring production from Australia that will make its way to the Philippines. “Hamilton” will be staged at The Theatre in Solaire, which has a 1,740 seating capacity. The Manila run will mark the premiere of "Hamilton" in Asia, they added. GMG Productions and the producers of “Hamilton” said in an email that the Tony®, Grammy®, Olivier, and Pulitzer Prize-winning musical will run in Manila for a strictly limited season. Now that "Hamilton" is confirmed to be staged in the Philppines - in September at The Theater in Solaire - here's everything we know so far. We so appreciated his attentiveness, his making sure we were happy/content, and his being very careful in picking out the right horses for us and making sure we were comfortable on our beautiful mounts. The first thing was the friendliness of Jesse. We arrived there and I just wanted to share a few things with you. We called and talked to Jesse on the phone and he set us up to come ride. My four daughters and I came to your lovely farm on Memorial Day this week. I really can't say enough about this place. Oh and the price for our room was more than a bargain. This trip was a 8 day road trip, but next time we come we will just plant ourselves here, relax, enjoy ourselves and just 'get away'. The farm was beautiful and the horses well loved. She was so comfortable there you would have thought she owned the place. She found the rabbits and chickens and would run out every morning just to say hi them them, holld them and of course name them. My grand daughter was in heaven! The girls let here help get the horses ready and then wash them off at the end. Charlotte stayed back with me while the daughter and grand daughter were able to ride ahead with Hannah. I hadn't been on a horse since I was a kid and they picked the perfect horse for me. The girls that took us on several trail rides, Charlotte and Hannah, were patient they must have answered a million questions from me. Everyone was very personal, it felt like we were long time friends. Everyone was friendly, laid back and beyond helpful, Marie (owner) and Hope who phoned me to setup our stay. From the very first contact to the very sad (for us) last day. The folks here was absolutely wonderful! I came here with my daughter and grand daughter (9) for a 'get away' from it all and so my grand daughter could go horseback riding. And finally, there's 'Reconnect', in which students have to type lines of secret code that include things like capital letters and symbols – the idea being that it'll help them to master using the Shift key. Next up, we have 'Message Master', where pupils have to send messages by typing text, dictation and original writing prompts, improving all of those skills in the process. Speed is the main focus of the third game, 'Drone Control', in which students are required to type commands as quickly as possible in order to control an unmanned drone and deliver vital information. The object here is to enhance the child's typing cadence. In game two, 'Dig This', pupils have to type accurately in order to break a chunk of ice or stone and uncover what lies beneath. This is aimed at improving left/right-hand coordination. In the first of these, called 'Big Ideas', speech bubbles move across the screen and kids have to type the letters they see inside – using either their left or their right hand exclusively – before the bubbles disappear. After taking their pre-test, pupils can begin their lessons – there are 34 in total, based around five core games. Type To Learn draws children in from the very beginning, an animated avatar explaining the backstory and the object of the mission. One of the games on Type to Learn (Image credit: Type to Learn) While this is a handy addition to the site, we would like to see other languages added in due course. And there's also support for Spanish people who are learning English as a second language. There are a number of features designed to help sight- and hearing-impaired users, such as closed captioning, text-to-speech, and enhanced font sizes and colors. Type To Learn has also been created with accessibility and inclusivity in mind. In the same section, there's also a selection of news and articles based around the Type To Learn experience, plus a Customer Support hub, which is aimed specifically at teachers and administrators. Under the About Us menu option, there's a library of in-depth training videos that help with everything from understanding the basics of the program to changing the settings and creating student reports. The creators of Type To Learn have put a number of measures in place to guide children and parents through their tuition journey. View Deal Type To Learn review: Special features Zeitz – a keyboarding instruction expert from the University of Northern Iowa – along with teachers and students. And it's founded upon scientific research, too, with input from Dr Leigh E. It's a light-hearted approach that taps into children's interests while encouraging a sense of ambition. And as they pass each activity, so they climb the ranks from beginner/recruit to master agent. In order to save the day, they must complete a number of game-based activities, each of which focuses on a specific typing skill (for example, speed or accuracy). Children are thrust into a futuristic adventure in which they become special agents charged with rescuing the world from a communication breakdown. Whichever option you go for, the basic concept is the same. Subscriptions are available both for kids who are homeschooling and schools that want to help groups of pupils learn at the same time. Now in its fifth iteration, Type To Learn is an online learning platform designed to help K-12 children master their keyboard skills. Homemade Shrimp Cocktail Sauce - every seafood dinner needs the BEST shrimp sauce.Spray a baking sheet with non-stick spray or line with parchment paper. Parmesan Garlic Herb Salmon - an elegant, easy, and delicious main course to go with your biscuits! In a small bowl add the Bisquick, milk, garlic powder and cheese.Made super easy with Bisquick Baking Mix, its loaded with garlic and cheese and. Chicken Gnocchi Soup - another copycat favorite from Olive Garden! This is our version of the Cheddar Bay Biscuit Recipe from Red Lobster.Southern Buttermilk Biscuits - a classic biscuit recipe for all you biscuit lovers!.When ready to use, follow baking instructions in the recipe, adding on an additional 2-4 minutes to the cook time to account for them being frozen. (You can serve these at drop biscuits if desired, for dropped biscuits. Pat or roll out the biscuit dough to -inch thick. Stir the flour mixture gently until the dough forms do not overmix the dough. Transfer to a freezer bag to store for up to a month. These are the simple steps to make this copycat Red Lobster Cheddar Bay Biscuits recipe: In a large bowl, mix the Bisquick, water, and cheese. Mix Bisquick Baking Mix, milk, and cheese until a soft dough. Place baking sheet in the freezer and allow to freeze for 2 hours or until frozen solid. I've included complete instructions in the printable recipe card at the bottom of the post, but here's a quick version. To freeze you biscuits, prepare the dough, and scoop onto a baking sheet with a large cookie scoop (about ¼ cup scoops). Just add wet ingredients and complete the recipe when you're ready to make them! How to Freeze Cheddar Bay Biscuits Then store these ingredients in a zip bag or container with a lid. 1 (10.5 ounce) can cream of chicken soup. 1 cup taco cheese blend or shredded cheddar cheese. In a large bowl, mix together biscuit mix, cheese and garlic powder. Bake in the preheated oven until golden brown, 10 to 12 minutes. Prepare a baking sheet with cooking spray. Use a small scoop to portion dough onto the prepared pan. Combine baking mix, water, and cheese in a large bowl mix until dough comes together. Line a baking sheet with parchment paper. 2 cups milk (any kind, even plain non-dairy milk works) 1 tablespoon Italian seasoning. Preheat the oven to 375 degrees F (190 degrees C). To make ahead Cheddar Bay Biscuits, you can combine all of your dry ingredients (flour, sugar, baking powder, garlic powder, salt, and cayenne pepper). 1 (11-ounce) box Cheddar Bay Biscuit mix. How to Make Cheddar Bay Biscuits Ahead of Time Bake for 8-10 minutes or until golden brown. Drop by teaspoon full onto prepared baking sheet. In a medium bowl, combine the biscuit mix, cheese and milk see notes. Plus, they are ridiculously easy to make. Line a baking sheet with parchment paper or silicone mat. They are so fluffy and cheesy with just a touch of spice from cayenne pepper and plenty of garlic butter brushed all over the top. Well, these copycat Cheddar Bay Biscuits are even better than the restaurant. I've even been known to eat too many to finish my dinner. If you've ever been to Red Lobster, you know that their Cheddar Bay Biscuits are the best part. Plus, they're super easy to make in less than 30 minutes! Cheddar Bay Biscuits This recipe has not been tested with other types of flour. I make the biscuits up to a day in advance and just quickly heat them before they hit the table, and you would never know they weren’t just pulled from the oven.Copycat Red Lobster Cheddar Bay Biscuits are soft, fluffy, cheesy, garlicky, and EVEN BETTER than the originals. Here’s what you’ll need: (Scroll below to the printable recipe card for details and measurements.) Flour: Simple all-purpose flour is used. You also want to make sure you brush them with the garlic butter when you are ready to serve, otherwise it will make them soggy. I chose to make my biscuits a little smaller than you would find in the restaurant (I like more to go around!) but feel free to make em larger if you want! If you have never had a Red Lobster “Cheddar Bay Biscuit” then you won’t be able to compare, and if you have let me tell you, THESE ARE THE SAME THING and so so sooooo yummy! Now when I say “from scratch” I mean it guys (no store bought mixes here!) and I am even going to share with you how to make your own “Bisquick” to have on hand all the time so you can make these and many other goodies whenever you want them! Concentrate on something more significant, and the feeling will likely dissipate.ĭr. This is called the split-perception theory. In this case, your attention is divided into two parts. For example, when you watch a TV and at the same time, you are looking for the information through your phone on the Internet. The more distracted you are, the more likely you are to experience déjà vu. You have to concentrate your attention on something essential. However, other reasons do not constitute anything particularly dangerous, but you should pay attention to the following: – appear together with loss of consciousness or other symptoms, such as fumbling, racing of the heart, or a feeling of fear. – appear s together with abnormal dream-like memories or visual scenes The scientists consider déjà vu as a neurological problem when it: To get to know more information about how we use our intuition, follow HOW DO WE USE INTUITION: FACTS YOU DIDN’T KNOW You have a strong intuition. People who have a powerful intuition and entirely rely on it might experience more déjà vu in their lives. This is what causes déjà vu and why people experience it, and in this case, it is better to address a doctor. Health problems. Pay attention to how we have described a pathological type of déjà vu. So, when you experience something in the present life you have and have a feeling of déjà vu, you might think you had the same situation in your past life. Your soul had already been living on this planet. This reason is significant for those who believe in past lives, in the process of reincarnation, and so on. It gives you an understanding that your brain is active and working. Your brain is active. Déjà vu might be the sign of a healthy mind that can spot acquaintance signals that are correct and that are not. That is why there are many doubts about what causes déjà vu, and here are the most common reasons. If we consider the information listed above, it is possible to say that there is no particular reason that might cause déjà vu. However, it will decrease by 25 years old. By the period between 15 and 25, you will have déjà vu experiences more often. The fibers of the hippocampus and temporal lobe that function in memory and areas of the limbic system and prefrontal cortex that function in decision-making.”Īccording to the data, most people had their first déjà vu experience at the age of ten. This process includes several brain networks, including regions of the sensory cortex that function in sight, hearing, touch, smell, etc. James Giordano said, “Déjà vu happens because the brain uses both a ‘fast’ process of immediate sensation and memory, as well as a ‘slower’ process to integrate memories and present experiences. The Professor of Neurology at Georgetown University Medical Center, Washington, D.C. First of all, you should be able to understand whether the feeling of acquaintance you have is more reliable than it should be. Young people experience déjà vu more often. Those who tend to travel more or watch movies more often are more likely to experience déjà vu than others. The second, non-pathological, type refers to healthy people who are often faced with déjà vu. Also, it happens with those who usually take different kinds of drugs. In this case, they have a strong feeling that an event or experience currently being experienced has already been experienced in the past. In other words, this feeling occurs in mentally unstable people who suffer from a neurological anomaly related to epileptic electrical discharge in the brain. It may be an indicator of neurological or psychiatric diseases. The first, pathological type, refers to medical disorders, and it is associated with epilepsy or with other symptoms, such as hallucinations. Even though some interpret it as a paranormal phenomenon, mainstream scientific approaches deny the explanation of déjà vu as “precognition” or “prophecy.” There are two types of déjà vu: the pathological and non-pathological. doi: 10.1111/j. scientists have disputes about what déjà vu really means. Current Directions in Psychological Science. Intense and recurrent déjà vu experiences related to amantadine and phenylpropanolamine in a healthy male. Feel Like You’ve Been Here Before? It Might Be Déjà Vu. Deja vu: what it is, when it may be cause for concern. Unveiling the mystery of déjà vu: the structural anatomy of déjà vu. Digging into déjà vu: recent research on possible mechanisms. Déjà experiences in temporal lobe epilepsy. Illman NA, Butler CR, Souchay C, Moulin CJA. Vlasov PN, Chervyakov AV, Gnezditskii VV. Many faces of déjà vu: a narrative review. Bošnjak Pašić M, Horvat Velić E, Fotak L, et al. A healthy Amazon Redshift cluster must not have more than 80% of storage utilization, but this threshold had been crossed. This caused high disk usage per node whenever disk-intensive queries were run (and these queries were already optimized). High disk usage and high storage utilization – The storage utilization of the Amazon Redshift cluster crossed 90% because each dc2.8xlarge node had less SSD space (2.56 TB).In addition to the pain of purchasing extra compute, the team faced some challenges: This led to an increase in the operating costs for supporting mission-critical applications. As a result, more compute was purchased whenever additional storage was required. The previous generation of Amazon Redshift instances didn’t allow you to scale compute and storage resources separately because compute and storage were tightly coupled in a node. However, Customer Service has been using dense-compute nodes over dense-storage nodes to support real-time analytical dashboards that require high-speed retrievals using NVMe-based SSDs offered exclusively by the dense-compute nodes. In fact, Customer Service’s storage capacity needs have grown faster than computing power needs. General challengesĪs the Amazon Customer Service data warehouse continues to grow in volume, additional storage is required to store the new information. The new nodes enabled the team to plan and scale storage resources flexibly without having to purchase additional compute, and they can continuously innovate with the highest standards for their customers. Upgrading to 3 RA3 nodes allowed the team to not only save up to 55% on Amazon Redshift operating costs per year, but also improve the load times of most dashboards up to 47% and the data retrieval performance of most queries up to 25%. The team operated 8 DC2 nodes, but they required 6 nodes of computing power and 10–12 nodes of storage unit capacity. The RA project was a major strategic move for the Amazon Customer Service Technology team. Moving to the most advanced Amazon Redshift architecture enabled the team to reduce its infrastructure costs, improve the performance of queries, optimize its compute and storage capacity planning processes, and accelerate the performance of analytical dashboards for making business-critical decisions. In 2021, the Amazon Customer Service Technology team upgraded its dense-compute nodes (dc2.8xlarge) to the Amazon Redshift RA3 instance family (ra3.16xlarge). The additional features Automatic Vacuum Delete, Automatic Table Sort, and Automatic Analyze eliminate the need for manual maintenance and tuning of Redshift clusters to get the best performance for new clusters and production workloads.Amazon Customer Service solves exciting and challenging customer care problems for, the world’s largest online retailer. If Amazon Redshift determines that applying a key will improve cluster performance, tables will be automatically altered without requiring administrator intervention. Automatic Table Optimization selects the best sort and distribution keys to optimize performance for the cluster’s workload. For dynamic workloads where query patterns are not predictable, Automated Materialized Views improve throughput of queries, lower query latency, shorten execution time through automatic refresh, auto query rewrite, incremental refresh, and continuous monitoring of Amazon Redshift clusters. Redshift Advisor makes recommendations when an explicit user action is needed to further turbocharge Redshift performance. In addition, you can now easily set the priority of your most important queries, even when hundreds of queries are being submitted. Automatic workload management (WLM) uses ML to dynamically manage memory and concurrency, helping maximize query throughput. Short query acceleration (SQA) sends short queries from applications such as dashboards to an express queue for immediate processing rather than being starved behind large queries. Sophisticated algorithms to predict and classify incoming queries based on their run times and resource requirements to dynamically manage performance and concurrency while also helping you prioritize your business-critical workloads. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |