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Com S 228 Project 4: Archived Message Reconstruction solved
1. Problem Description The objective of this exercise is to reconstruct/unzip a message archived with a binary-treebased algorithm. The program should ask for a single filename at the start: “Please enter filename to decode: “, decode the message in the file and print it out to the console. The name of the compressed message file will end in .arch, e.g. “monalisa.arch”. The file consists of two…
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#temptingraspberry indeed! #lovingit Pretty sure I am #procrastinating on my #treebase but it has been so long and it #feelsgood #hairdye #redhead at #heart Thanks @garniercan (at London, Ontario) https://www.instagram.com/p/B43tr2HAGr-/?igshid=srrk23zn6fyk
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Tree Base Klear Karts
When I went to my local shop I noticed a few brands of vape cartridges that I had never seen before. I asked my budtender which he would recommend and he pointed me directly to Tree Base. I was amazed at how clear the oil was! For $40 a .5 gram, it is more on the expensive side, but the way the budtender’s eyes lit up when he spoke about the product made me feel that I couldn’t let this one go.
Cartridge Review:
I only used on cartridge so far, but it hits very smooth. It can be a little surprising if you aren’t prepared, because you will get a much bigger hit that other vape carts without feeling the burn. At 83.1% thc (Agent Orange), it doesn’t get me as high as I was expecting. That being said, I enjoyed smoking this one as it didn’t make me cough quite as much as some other brands. For a moderate smoker, this cartridge should last a solid 5 - 14 days.
Flavor Review:
Agent Orange:
I can’t explain how much I love this flavor! I don’t know how many people did this, but it tastes like when you crush up smarties and inhale them to pretend to smoke (I did that in elementary, anyways). It is very sweet and light. There is a hint of citrus, but mostly it just tastes like candy. Maybe comparable to the orange Runts. This cartridge gets a 5/5 for flavor!
#treebase#tree base#klear#klear karts#clear carts#weed#pot#marijuana#mary jane#cartridge#vape#vape top#ganja#stoner#vape pen#california#pot shop#medical card#medical shop
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Back to September
18. Lemon Tree
Based on this prompt list
AO3
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She had been the Guardian for ten years now, having taken up the mantle just after she turned fourteen. When she had first taken on the role, she had been rather… green. Inexperienced.
Completely in over her head.
No one could blame her. She had been young. Still a child and already with far too much on her shoulders. She had made plenty of mistakes. Some graver than others. But she had learned. She had learned how to take care of the kwamis and guard their secrets.
And she had learned to ignore their puppy eyes.
Luka, on the other hand… had seemingly not.
She frowned at the potted lemon tree she had gotten for her sixteenth birthday. It had still been small then. Only a few inches high. But over the years, it had grown into a beautiful tree perfect for brightening up her room. And when she and Luka had moved in together, it had been perfect for adding a bit of greenery to their living room.
It was not, however, perfect for the purpose it was currently serving.
“Star,” she called.
“Yeah?” He stuck his head out from the bedroom, where he had been unpacking the last of the boxes.
“Why are there swings hanging from my lemon tree?”
His eyes darted to the aforementioned tiny swings, which Ziggy and Mullo were perched on, swinging back and forth and shaking the branches. His brows furrowed. "They said they asked you-"
"We did!"
She levelled Ziggy with another look. "Did they tell you I said no?"
"I- no. No, they did not."
"Nobody ever lets us have any fun," Ziggy whined as she jumped off her swing to hover in the air. "I'm sorry, Marinette."
"Me too," Mullo added, blinking up at her with wide eyes.
"And?"
"We're sorry, Luka."
He sighed. "I'll forgive you. Now, why don't we find somewhere else to put up your swings." Both kwamis immeditaely perked up and zoomed off, chattering to each other about where the best place for their swings would be. She watched them go, rolling her eyes as they disappeared into the kitchen. The weight of his arms settled around his shoulders as he pulled her against him. "I'm sorry; I didn't know they had asked you too," he murmured as he rested his chin on her head.
She leaned back into him and hummed in response.
"They really pulled the wool over my eyes, didn't they?"
"They sure did. But don't worry, you'll get used to living with kwamis. Eventually."
#endgame lukanette#pro lukamari#marinette dupain cheng#luka couffaine#ziggy#mullo#domestic fluff#aged up characters#monthly writing prompt#back to september
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10.) Flowing #inktober #inktober2018 #themountainkings #tienchiart #artistsoninstagram #sketchbook #pen #ink #drawing #art #design #fantasy #fun #flowing #treebase #elves https://www.instagram.com/p/BoxZaGJg1JA/?utm_source=ig_tumblr_share&igshid=9utll5x5khei
#inktober#inktober2018#themountainkings#tienchiart#artistsoninstagram#sketchbook#pen#ink#drawing#art#design#fantasy#fun#flowing#treebase#elves
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Eren wasn't sure he could take much more of this. It'd been nearly a month a half since they'd come to the house. It'd taken right up to the previous week for Levi to finally bring his hunger under control... and then it had taken Levi all of ten minutes to realise the house was a mess. It wasn't like he wasn't trying, but with Levi spending most his time in chains, except for bathing and using the toilet, he'd fallen behind on keeping on top of everything. After the first week with no improvement, Hanji had changed to fortnightly visits for the next two, always bring more and more vials of blood, it was now up the point that Eren wondered if they weren't trying to keep them away forever. But now that Levi could actually retain his sanity, she'd left them to fed for themselves, and Eren was exhausted. He knew he'd prayed to whatever was out there and said he'd take of being yelled at if it meant the man would be ok, but now he wasn't even sure what he was being yelled at over anymore. The moment Levi had asked him to clean, he had. He'd started on the top floor and worked his way down as Levi wheeled himself around in the contraption Hanji had made for him. He knew Levi was angry at the situation. He knew he wasn't really angry at him, and that the man was probably embarrassed that he had to be looked after, but he just... he felt like he was going to implode. He was so tired, and every time he closed his eyes, Levi would yell that he hadn't done something or other. To make things worse, he felt physically sick. Like he'd come down with a cold, and he couldn't even manage to eat more than a few bites at a time. Levi seemed fine with his cooking, so the food wasn't the problem. He just needed five minutes to himself, and that was what he was going to take. Having run out of meat supplies, Eren woke early. Shifting into his wolf form, he crept through the house, and out the door before Levi could call out to him. Part of him felt bad for just leaving the man, but Levi could reach everything he needed to, so Eren ran. Having spent so close to nature, he knew all the smells off by heart. Today he was hunting rabbit and he couldn't have been prouder as he found his first kill. The feel of his body as his feet thudded against the soft forest floor until finally he caught it in his teeth, making sure to snap the neck cleanly so the poor thing didn't suffer. It was easier than he'd expected, but the fact he was actually providing for Levi gave him a small thrill. The second rabbit was harder as it darted under logs he couldn't follow and the third rabbit he'd chased into a cobweb filled hollowed treebase, but three rabbit all caught by his own skill, he felt invincible. And also exhausted. He'd pushed much further away from the house than he'd intended, so by the time he finally stumbled through the front door with the rabbits hanging from his mouth, he just wanted to sleep. On shaky feet, he padded into the kitchen to find Levi already awake. The man taking one look at him, before losing his temper "What are you bringing those filthy things inside for?! Take them back out and gut them properly. Honestly, Eren. You should know better by now" It hurt. His happiness snuffed out in an instant. He'd thought Levi would be proud of him. He'd wanted him to be proud of him. Laying the rabbits down, he shifted back. Bending down to pick up the small animals as he ignored the way his head swam. His body felt stupidly hot and his nose was all stuff. Oh fuck. Dropping the rabbit, he span to the sink, heaving up the sad remnants of the previous nights dinner "Oi, brat!" Fat tears rolled down his ashen face. His whole body trembling as if he was freezing. Gagging as his body tried to vomit again, he slumped against the sink "Eren!" Collapsing to the floor, he couldn't move. He was just so tired. He could tell Levi was still yelling at him, but he couldn't keep his eyes open. * Levi's heart was racing. First Eren had disappeared without telling him he was going, then the kid had carried in the three rabbits like it made up for it, and finally the brat had started vomiting. He was still processing all of this, when Eren suddenly collapsed. Watching the kid twitch and shake on the floor, he was taken back by how sick Eren actually looked. Deep bags hung under his eyes. His plump lips were dry and cracked, and the smell coming off of him was screaming that the kid needed help. The only problem was the fact his back was still fucked. He'd healed since being out here, but the lack of progress made everything frustrating, and he knew he was taking mood out on Eren. If he'd been the teen, he would have left him long ago. But Eren wasn't him. The kid had stayed by side, helping him too and from the bathroom. Helping him bathe and making sure he had everything he needed. Even when he couldn't even remember what was happening. He'd never been this out of control before... except for maybe during puberty, and he could understand why Erwin had sent him out here with Eren. They were both monsters that needed a babysitter. He was Eren's, just as much as Eren was currently his. Cursing in pain, his back was still barely holding together, but he couldn't leave Eren laying on the floor. The kid looked to have a fever, and while he couldn't manage the stairs, he could at least move him to the couch in the living room. Biting his lip, Levi kicked the rabbits out the way, before squatting down to lift Eren. The brat had definitely lost weight. Just how much stress had he put the boy under? He knew they barely talked outside of cleaning, or the small talk Eren made over dinner... and the toll from having to look after him when he was less than sane. It was a cruel burden to place on the kid's shoulders. Unable to get Eren all the way off the floor, Levi was forced to drag him to the chair, less than graceful as he pushed him into it. He could feel the strain on his spine, undoing the weeks of progress one millimetre at a time. He probably wouldn't be much help once he got the kid onto the couch... but one step at a time. Eren woke slightly as Levi settled him on the couch, the teens long eyelashes fluttering as Levi pushed his fringe out of the way "S-sir?" "You're alright. You have a fever" "Sorry, sir" Was this kid seriously apologising to him? "I'm the one who's sorry. I didn't notice that you were sick" "'s ok" "It's not ok. I'm sorry you're the one who's stuck here with me. I've been arsehole" "Maybe a little, but it's ok. It's all ok... as long as you get better, that's all I care about" Mumbling his sentence, Eren fell back to sleep while Levi was stunned. It wasn't ok at all. Eren deserved to be mad. To yell at him for the way he'd acted, instead he'd given him such a sweet smile before falling back to sleep. He was too trusting. He was literally with a half vampire who'd been half out his mind in pain and hunger from healing. Now he was just laying there, that same smile on his lips. Wheeling himself into the kitchen, Levi was determined to do something to repay Eren and seeing Eren had pushed himself so hard to find rabbits for them he set to work. By lunch the kitchen was cleaned, or at least everything he could clean without aggravating his back further. On the stove, a pot of rabbit stew was slowly cooking, while he'd also made fresh bread for them both. Eren had the basic cooking skills down, and he'd tried his hardest to make meals he thought Levi would like, though they didn't always turn out. On those nights, they'd eat bread, often hard after sitting out all day. Now their were three fresh loaves on the table, beside which sat the butter. It wasn't a huge or overly complex meal, but something inside him was proud that he could provide for Eren. All he needed was for Eren to wake up, so he could apologise again. It was late in the afternoon by the time that happened. Levi had spent the majority of the day in the kitchen so he wouldn't disturb the boy. Rubbing his eyes as he stumbled into the kitchen, the kid's scent had changed again. It wasn't his normal scent, and it wasn't his original scent. A hint of sweetness carried into the space, while Eren stared at the sight in front of him "Sir?" "I made dinner" "I can see that, sir... Why didn't you wake me up?" "Come sit down" Padding lightly over to the kitchen table, Eren sank down. His eyes still wide and his bed head was impressive "I'm sorry I couldn't help" "Eren. That's enough. I can see it on your face, and I want to say I'm sorry. I had no idea you were sick, and I've been both hard and unfair on you. Taking out my own frustrations, when I know you're doing all you can. You collapsed because I wasn't paying attention to you, like I should be" "You're the one who's supposed to be healing, not me..." "You're exhausted. You collapsed from exhaustion. That is on me. You worked hard to catch those rabbits and I was rude" "I... sir..." "I'll serve dinner" "I can do it" "You still don't look well" Looking to his lap, Eren nodded "I'm sorry. I think... I think my heat's starting" Forcing himself to remain calm, Levi retrieved the pot from the stove "Your heat?" "I think so. I didn't feel it this morning. It felt like a cold, but when I woke up... I'm sorry. It's my fault" "You can't control your heat" "But it affects you" "For now, you need to eat. We'll save the talk about your heat for after dinner, or is it going to hit sooner than that?" "I don't think so" "Good" With stew ladled into both bows and the loaf bread sliced into thick pieces, dinner was quiet. The kid look genuinely shocked by his cooking, and actually made quick work on it. The smile on his face didn't waver, though it was kind of ruined by the tears rolling down Eren's face "Is something wrong?" "No, sir. This tastes amazing" "You're crying" "Oh. It's nothing" "Eren, you can tell me. If I've done something, I need to know" "It's just my heat, sir" "Eren, call me Levi. And is it starting to hurt?" "It alway hurts. I'm just sorry you're stuck here with me. I can go. Into the forest if you'd prefer" "I'm not going to kick you out because of your heat" "But it's gross and messy" "And it's something you can't control" "I just don't want to inconvenience you any more than I have" "You're... you're not inconveniencing me" "I might not be able to control myself" "Would you like to spend your heat with me?" Eren looked like he was about to keel over on the spot, the boy barely stuttering out his reply "With you, sir?" "I understand if you would rather not" "I... this is just... I don't understand why would you ask" "Because I hate seeing you hurting. You. You mean a lot to me" "That... what..." Eren knew he wasn't good with words. So why wasn't he just jumping at the chance "I want to spend your heat with you, if you'll let me" "I don't want to hurt you" "You're not going to" "You don't know that. It's because Jean and I had a stupid right that you got hurt. I was so scared. I thought you were going to die" "I didn't die" Pushing his chair back, Eren shook as he started to cry. The scent now infinity stronger. He was close and smelt so good. Levi couldn't help but respond, pushing himself out of the chair and shuffling to Eren "Talk to me, brat?" "I... I know it's wrong, but I like you. I like you so much. I prayed and I begged that you'd wake up... I was so scared I'd lost you forever" Wrapping his arms around Eren, the boy first tensed before slowly returning the embrace "I'm sorry" "Eren, you don't need to be sorry" "But I like you" "And I like you too" He cringed at his fumbled words, feeling like a shitty idiot "You do?" "I do. And I would like to spend your heat with you. I'm tired of fighting and denying this" "P-please... Levi, It hurts" Kissing Eren's temple, he nodded as he whispered "Alright. Let's head upstairs" "Will you be ok?" "With a little help" * Eren was grinding up against him by the time they made into the room he'd been using. Guiding the teen back to his bed, Eren flipped them around at the last second, before pushing him down and straddling his lap. With a clumsy urgency, the teens lips found his. The kiss awkward and hungry, broken by Eren whimpering as he rolled his hips "Just go slow on this old man" "You're not old" "It's been a while, and I might not be able to give you what you need" "All I need is you" Eren didn't even hesitate as he answered. Levi was struggling hard enough to remain calm, especially when Eren was saying shit like this "Take your clothes off for me" Eren nodded, sliding from his lap. As Levi fumbled his way out of his clothes against his protesting back. Eren practically tore his off. Standing in the light, the teens firm body was beautiful. His rich caramel skin, his taunt stomach and abs, the way his penis was already oozing precum, bowed as it jutted out proudly. With a possessive growl, Levi moved back on the bed, beckoning Eren over with his finger. Climbing back onto the bed, Eren's eyes roamed down his chest, before finally fixing on Levi's own erection "Like what you see?" "Mmm..." "Then are you going to come closer?" Blushing slightly, Eren moved to straddle his lap again, the teen sopping wet with slick as he pushed another awkward kiss to Levi's lips. He was actually doing this. He was kissing Eren and it felt amazing. Urging the kiss deeper, Eren's hand closed around their erections, jerking them both slowly. He'd thought Eren would be a blushing mess, but his heat had given him a sexual confidence that had Levi wanting to slam him into the mattress and fuck him so hard that the kid couldn't walk straight for a year. Breaking the kiss, Eren's head rolled back as he let out another sinful moan "Eren..." "I'm so close" Pulling Eren's hand away, he received a disappointed groan "We don't be need to rush" "It doesn't work like that" "How does it work?" "It comes in waves. They get more and more painful until I'm practically screaming from the pain" "I didn't know" "I know. Right now, my instincts are going crazy. My heart's racing and I still can't believe this happening... but it hurts" "And sex will help that?" Eren bit his lip, his eyes brimming with tears "I'm sorry" "You don't need to apologise" "It's really dirty" "You've said. I just want this to... go right. I don't want you hurt any more than you have to be" "You won't hurt me" "Even I know you need to be prepared" Finally that blush bloomed. Eren running his tongue over his lips as his eyes roamed down his body "Come here" Leaning back down to kiss him, Levi's hands ghosted up the Eren's soft thighs. If the kid thought his heart was racing, he had no idea what he was doing to his own. Moving to cup Eren's arse, he massaged the curve slightly, enjoying the way Eren pushed back against his palms. This adorable and frustrating creature was finally his. Determined to make him feel good, his fingers slowly slipped to Eren's opening, teasing the soaking entrance with his thumb, before slowing pushing in. Thanks to his body, Eren was already loosening up for him, his slick making it ease to continue to tease the boy as the kissed. Fuck, how he wished he could mount Eren from behind. How sweetly he'd moan as nipped along his shoulder blades, before finally sinking his teeth in. His throbbing erection ached to spend it's self inside the brat, in the worst of ways, over and over. Pulling back from the kiss, Eren started rocking hard against his hand, the kid mewing and whining as his pace increased. He didn't really understand how Eren's heat truely worked, but he wasn't going to risk making him feel awkward over it, so slid another finger inside "M-more" "You want more?" Raising his head, Eren stared into his eyes. His eyes lidded with lust, while all traces of blue were erased by black. Nodding, Eren whimpered and Levi moving his hand, thrusting against Eren's rhythm as his free hand wrapped around the teens erection. Throwing his head back, Eren gasped as he came across Levi's stomach and chest. Shit. Levi just about came from the sight alone. Pulling his fingers out and releasing Eren's dick, his hands moved to Eren's hips, waiting for Eren to catch his breath, teasing him lightly "Will you ride me?" "Mmm alpha..." Leaning back down to kiss him, Eren pulled his hands off his hips and intertwined their fingers as he pinned his hands to the bed. Sitting up with a cheeky smile, Levi let him grind against him, before the omega finally pushed against his erection, once the tip was inside, Levi thrust his hips up, taking Eren by surprise. He might have been a bit too hasty, Eren was so wet and loose for him, yet the silky walls and the wet heat rippling around him was deliciously tight, trying to draw him deeper as they both moaned "Ah! Levi..." "Are you alright?" "Feels good" "Let me know if it hurts" Nodding, his now black eyed brat slowly rose, before dropping back down into his lap. His back protested the movement, but it felt so fucking good. He'd never be this open with any of his past lovers, not that were really all that many, but with Eren, he wanted to give him everything. Letting Eren control the rhythm and speed, it was clear Eren didn't know slow and gentle. The sound of wet skin hitting wet skin was drowned out by the lewd moans pouring from both of them. He didn't want this to end "Levi... Levi, gonna come..." "Show me" Nodding, Eren clenched hard around him, pulling his own orgasm from his as his dick seemed to swell and catch. Coming just as hard as Eren did, he caught his lover as he slumped forward, guiding him down so his head was against his chest. A deep rumbling was coming from the teen, while Levi felt like his seed was still pulsing into the teen. He'd never felt an orgasm like it before, and the sensation was akin to being drunk. Licking his lip, his chest heaved as tried to gather some moisture into his mouth "Eren, are you alright" Nuzzling against him, Eren moved his lips to his neck, Levi yelping in shock when the brat bit down near his nape "What the shit?" "I don't know... feels so happy and so good" "So you fucking bit me?" "It felt natural, don't you feel good too?" Levi wasn't sure he could actually feel any better than how he did right now. Even the pain in his back was forgotten under Eren's heat, and buried in his warmth. Raising himself, Eren tilted his neck, exposing the same place he'd just bitten Levi "Brat?" "Please?" "You want me to bite you?" "Mmm" "I could hurt you?" "You won't" "Eren" "Please. You need to feed before my next heat wave. Please, Levi" He couldn't say no to pout on Eren's lips, or the look on his face. Using the teen to pull himself up, his fangs brushed the teens perfect skin "Levi, it's ok" Biting down slowly, Eren's blood rushed to fill his mouth. Levi swore he came against as he drank it down. He hadn't wanted Eren's blood when he been out of his mind, he knew the effectiveness of it all too well, but now he was here with Eren in his arms... he needed his strength to protect him, and to help him through his heat. Drinking deeply, he savoured every drop of the freely offered blood. Once sated, he lapped at the wound as Eren let the same rumble sound out as before "Are you purring?" "Wolves don't purr" "Then what are you doing?" "I'm happy. I can't control it" "Alright. As long as you're happy" "You have no idea" Tucking Eren safely into his hold, the pair were now covered by the blanket Eren had pulled up. Despite his desire to be clean, he didn't want to disturb Eren, but more importantly, he didn't want to wash his scent off the brat. After months of agonising over these feelings he shouldn't have, Eren admitted to feeling the same. And while he might not be able to give him a child, he could still help him through his heat and be there for him through everything. With a smile on his lips, he closed his eyes, letting the sound of Eren's huffy snores lull him to sleep. * Eren's heat was an experience. He still couldn't believe he was actually sleeping his Levi. His crush and his partner. His hero... who was now his mate. Having someone special to share his heat with eased the pain, brought him longer periods of clarity and being able to feed Levi, meant the man was healing faster. He was proud to heal his alpha. Thought he wasn't completely innocent in his actions, with Levi's back healed enough that he could move freely, it'd opened a whole other world of positions for them to explore... and they'd definitely done that. Levi pinning him to the bed, mounting from him behind, slamming into him over and over until his arms gave out and his mind went blank with pleasure. Rolling in Levi's hold, Eren blushed shyly as his eyes met Levi's. The man had been the perfect mate, insisting on looking after him in every single way he could "Hey, brat" "Good morning, s-Levi" "You were about to call me "sir", weren't you" "Maybe. How do you feel?" "I'm not the one going through a heat" "No, but you look exhausted. How is your back feeling?" "Better. Enough to give you what you want" "Mmm, in that case, you should come over here" Levi smirked, nudging him back as lips came to his "You stink brat, we're taking a bath after this" "Or we could continue this in the bath" "I don't think you wait that long" Climbing between his legs, Eren let them drop open, presenting himself completely for Levi. Nipping his way down Eren's inner thigh, the man let out a growl as he buried his face in Eren's thin splattering of pubes "Fuck you smell good down here" Drawing back, his partner kissed the scent glands between his legs, before lapping at the oily discharge "You're so fucking filthy, Yeager" "Y-yes sir" "Filled with my cum..." Biting the gland, Eren let out a managed cry, his hands flying to Levi's hair. The heat in his belly bubbling as his cramping started "Le-Levi..." "So needy for me" "It's... it's starting" "Shhhh, I've got you" Sliding his hands up his body, Levi's bloodied lips pressed against his, the man's erection dragging against his lower stomach "Shitty brat. Do you know how beautiful you are?" He'd never thought he'd hear words like beautiful from Levi's lips, and it never failed to shut him up "I'm asking you a question" "'m not beautiful" "You are" Kissing his way back down, Levi's hands gripped his hips as his mate teased his abused opening with the blunt tip of his weeping dick. Whimpering with need, Eren tried to push down, but Levi hurled him up, changing positions before he grasp what was happening. Now sitting in the man's lap, Eren sank down with happy groan. He didn't know how describe it, but it felt like Levi was made for him. The stretch and burn felt incredible, while his arse was throbbing in time with his heart. Burying his head against his alpha's neck, Eren nuzzled into the soft skin as he started to roll his hips. He liked being like this with Levi. He liked sitting in the man's lap and taking it slow... he also loved being pounded into like there was no tomorrow, but this was nice. It was soft and sweet as they traded soft kisses, to him it didn't feel like just sex, it felt like so much more "Brat, are you crying?" Nodding again, Eren rested his forehead against Levi's, his hands still in the man's hair "I can't help it, Levi" "It's ok. You haven't done anything wrong" He would have preferred Levi not mention his tears, but every time his hormones got the better of him, the man always asked if he was ok, before reassuring him that he'd done nothing wrong. Growing sloppy with his impending orgasm, Levi took over, thrusting up while Eren held himself in place. He was exhausted already, but Levi wouldn't let him suffer. With half a dozen hard upward thrusts, Eren's orgasm finally hit, his arse stretching to accommodate the swelling of Levi's dick. The ridges and bumps catching inside and trapping them together. Every time it happened, he was flooded with a rush of love for the man, and the feeling everything was going to be ok. Pressing gentle kisses to his temple, Levi's hands moved from his hips. One to his lower back as the other moved to rub between his shoulder blades "Feeling better?" "Mmm, thank you" "Are you thanking me for sex?" "Maybe... and for not leaving me alone" "If I'd known how painful this was, I never would have left you to deal with your heats alone" "It's better now. Better with you" Nipping at his neck, Eren nodded his permission for Levi to feed. He loved the feeling feedings brought. It wasn't just pain like there had been in the hospital, there was feeling of trust and he had to admit it made him horny as hell. Levi had been careful with his feeding, he'd only lost control once since they'd fallen into bed together, but the man had been so apologetic that it'd hurt to hear. Whining Eren ground against Levi, his hand sliding to his trapped dick, jerking himself as Levi fed. Between his heat and the feeling coursing through his blood, Eren was soon coming again, Levi waiting until he'd rode out his orgasm before pulling his fangs from the teen's neck "Really?" "I can't help it, when you feed on me, I get horny" "You're a strange one" "You don't get to drink me blood and call me strange" "I don't?" "No. Just like I refuse to let you feed from anyone else" "Eren, you can't feed me for the rest of my life" "I can. You're mine and I can. I don't like the idea of other people getting horny over you" "Brat. You are literally the only one" "I don't want to share you" "You're not sharing me with anyone. We both need a bath" "Can we stay like this a little longer?" "Did I drink too much?" "No. I just don't want to let you" "You're such a brat" "I'm your brat" "Yes, Eren. You're my brat"
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Iris Publishers - Global Journal of Engineering Sciences (GJES)
The Acceleration of Least Squares Monte Carlo in Risk Management
Authored by Lu Xiong
The Application of LSMC in Risk Management
Solvency Capital Requirement (SCR) of Solvency II requires the computation of the economic capital, the minimum capital giving the insurance company a 99.5% survival probability over a oneyear horizon via a full probability distribution forecast [9,10].
The SCR at level α=99.5% can be computed as
Distributed Regression for LSMC Speedup
When it comes to multi-factor risks modeling approximation, the multi-dimensional polynomial would be extremely complicated. This would make the regression slow or not possible to finish within reasonable time.
To over the computational complexity of multi-risk factor LSMC, we propose distributed regression for LSMC. The idea of distributed regression is fairly simple: instead of running the regression on one computer, we distribute the regression task to multiple computers (usually using cloud computers), then average the regressed coefficients to get the final regression equation. In this way the computing time can be significantly reduced. We can mathematically prove this simple idea can actually obtain the optimal regression results [12].
There are several advantages of distributed regression: First, the computing time for the traditional least square regression is O(n3), where n is number of observations in data. While for distributed regression, it’s O(n3/m2), where m is the number of distributed computers. If we distributed the regression task to 10 computers, we could reduce to computing time to 1% of the original regression, 50 computers to 0.04%. Second, distributed regression can protect the data privacy, because very little or no communication is required when computing from distributed computers. Therefore, almost no data exchanged happened between different data platforms. If we have policy data stored in different platforms and we don’t want to share the data across, we can use distributed regression to obtain the regression coefficients from each platform then average the coefficients to get the total regression equation.
There are several advantages using distributed regression to accelerate the LSMC. 1) The current parallel algorithms for LSMC require the parallel computing of the big matrix inverse, while using distributed regression we only need compute the small matrix inversion for each chunk of data. 2) When comes to multi-risk modeling, the amount of the outer scenarios would be huge that no single computer can handle it. For a N risk-factor problem, it will require 10000N outer scenarios if we simulate 10,000 outer scenarios for each risk-factor. If we use distributed regression, each computer only needs processes a smaller chunk of data assigned. 3) This divide-and-conquer type distributed learning method can also be applied to speed up other algorithms like clustering, treebased method, deep learning etc. 4) Easy to be scaled on distributed framework like Map-reduce, or Spark [13].
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To read more about this article- https://irispublishers.com/gjes/fulltext/the-acceleration-of-least-squares-monte-carlo-in-risk-management.ID.000657.php
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