This software has an additional layer of safety, as well as a firewall and parental controls, offering a quick and safe online experience. This incredible program supports almost all devices. By working online, you can save your system from all dangers. Avoid exposing yourself to offensive web content by blocking more than 20 website categories or adding your own website.ĮSET Cyber Security Pro 8.7.700.1 Crack is an amazing and astonishing software that helps users seamlessly protect their Windows system OS from malware, adware, and viruses. Just show your kids the bright side of the internet with parental controls. Anti-phishing prevents websites that stealing usernames and bank details. ESET Cyber Security Antivirus and Antispyware software, based on ESET NOD32 technology, will help protect your Mac from malware. ESET’s award-winning discovery technology, combined with additional layers of protection including a firewall and parental controls, provides a fast and secure online experience. ESET’s award-winning technology, combined with an additional layer of protection, including a firewall and parental controls, provides a fast and secure online experience.ĮSET Cyber Security Pro Crack is comprehensive and effective Internet security for your Mac, including personal firewall and parental controls. ESET Cyber Security Pro Crack is all-in-one internet security for your Mac, including personal firewall and parental controls. Google Play Store install package check disabled.Ads links removed and invokes methods nullified.Ads Permissions / Services / Providers removed from Android.manifest.Optimized and zipaligned graphics and cleaned resources for fast load.Disabled / Removed unwanted Permissions + Receivers + Providers + Services.Now you can keep navigating or leave the app while the network discovery continues in background.Secure your home network with opened port detection and network vulnerability analysis.Automate network speed tests and get reports for benchmarking ISP performance.Set parental control features to schedule screen time and pause internet access.Block intruders and unknown devices automatically before they join your network.See devices near your home with Digital Fence. Know who’s home while you’re not there with Digital Presence.Receive network security and device alerts to your phone and emailĪdd Fingbox to unlock advanced network protection and smart home troubleshooting features:.Includes port scanning, device ping, traceroute and DNS lookup.Advanced device analysis of NetBIOS, UPnP, SNMP and Bonjour names, properties and device types.Get the most accurate device recognition of IP address, MAC address, device name, model, vendor and manufacturer.Scan networks with Fing’s Wi-Fi & LAN network scanner and discover all devices connected to any network.Run WiFi and Cellular internet speed tests, download speed and upload speed analysis and latency.With Fing App’s free tools and utilities help you: Is my internet provider giving me the speed I pay for?įing is the #1 Network Scanner: discovers all the devices connected to your WiFi and identifies them, with our patented technology used also by router manufacturers and antivirus companies worldwide.Are there hidden cameras in the B&B I’m staying in?. Have I’ve been hacked? Is my network secure?.Is someone stealing my WiFi and broadband?.Fing, the top ranking and super-fast network scanner, that’s used by millions of homes and professionals around the world.įing has helped 35 million user worldwide to understand:
0 Comments
Kapwing is another powerful online video editing platform that allows you to edit and create exciting videos online. Choose your preferred option and hit on Start Processing to make an exciting video and save the output file. The program will display the preferred functions you can use. Hit on the video editing feature you want and then, import the video by clicking on the “+” option. Head to the official BeeCut Online Video Editor and you’ll see various features on the Welcome screen. Here’s how you use this online service to edit Twitter videos: It has a wide array of features to boast of including trim, zoom, merge, adjust speed, cut, split, combine, amazing text overlay styles and subtitles, extract audio, and remove watermark. With just a few clicks, you can create an amazing video to share with your followers without spending a single penny. 1.BeeCut Online Video EditorĪs simple as its interface may appear, BeeCut offers all the important features that let you edit videos for Twitter like a pro. If you don’t want to go through the hassle of installing third-party video editors, here are the two most promising online tolls to edit Twitter video. New advanced setting feature added, so you can customize your own DVD/VCD/SVCD/MPEG format.Part 2. (faster than real-time in some case, base on the computer capability)Ĥ. Now you can run twice as fast on a 64-bit CPU compared to the previous version.ġ. Optimized for 64-bit CPU including Intel EM64T and AMD64. Embedded "DVD Author Express" is integrated.ģ. Embedded "VCD/DVD/SVCD Video Burner Engine" is integrated.Ģ. * In full version, added an Update Detector, you can easily know if a new version is available.ġ. * Online upgrade/help service site (click here to enter) * Merge/Join function, Support selecting several avi clips from different sources and combine them into one single output * Batch Function, Support converting multiple avi files to DVD VCD - SVCD MPEG1/2 at the same instance * Optimized for Intel Pentium 3 and Pentium 4 processors and AMD Athlon * Can output *.m2v and *.mpa for DVD authoring * Two output modes: Stretch to Fit / Lock Aspect Ratio * "Split function" to cut a big mpeg file into several smaller parts to fit a CD-R capacity (You need to install VobSub software first.) * Support Subtitle, you can add subtitle onto your output movie. * Support MPEG layer1, layer2, layer3 audio format * Support MPEG1, MPEG2, MPEG4 video format * Support VOB, ASF, WMV format as input file * Convert AVI to VCD/DVD/SVCD compatible mpeg file * Embedded "DVD author Express" is inside. So any video to to VCD/DVD/SVCD is even faster than real-time. * Enhanced MPEG Encoder Engine is optimized for 64-bit CPU including Intel EM64T and AMD64, Pentium 4 processor and AMD Athlon processor, also Support SSE2 and hyper-threading CPU. MPEG/AVI to DVD Converter supports almost all video file formats, including Divx, XviD, MPG, Mpeg, Mpeg1, Mpeg2, Mpeg4, VCD, RMVB, SWF, DVD, ASF, WMV, and QuickTime MOV MP4!ĭownload a free trial version Buy it now for only $29.95 So it becomes an all-in-one VCD/SVCD/DVD Creator.Īll video format include: VOB/MOV/WMV/SWF. It has embedded "DVD Author Express" and "DVD/VCD/SVCD Burner Engine". MPEG/AVI to DVD Converter enables you to convert and burn any video file directly to VCD, DVD, SVCD, MPEG1 and MPEG2 format. In a menu requires authoring this feature in the DVD Structure. Hard Coding can be done with ffmpegx, but to have them selectable Will involve purchasing DVD Studio Pro to accomplish this. The only way to make switchable subtitles, rather than hard coded Some DVD players will accept audio at 44.1kHz, but resampling to 48kHz doesn't take very long, and it will cause fewer incompatibilities. Then, demux into elementary streams, and resample the audio at 48kHz. Splice at keyframe boundaries, use "fix timecode breaks" option. Next, use MPEG Streamclip to join the mpgs together. You can use VCD Gear for that (the GUI version runs in Classic the OS X version is a terminal-based tool). Here's what I do (I'm sure more knowledgeable folks will chime in with better suggestions):įirst, convert the. In addition, you may merge several video clips into one MPEG file or convert multiple videos in one batch. The main features include: Convert avi to VCD/DVD/SVCD compatible mpeg support all avi format enables you to convert AVI files directly to MPEG1 and MPEG2 whose dimension is at your control. Cucusoft AVI to DVD/VCD/SVCD/MPEG Converter Pro is a powerful utility for video file conversion. Inadequate insulation is responsible for heat loss, which probably meant This word, this direction we're, clearly tells us something about the man which So first of all, theĪdhesion direction words are meant to add what hasīeen previously stated. See some examples and the function of theĪddition direction world. And we're going to lookĪt certain examples. Going to look at many Direction words were also look at good lookĪt their functions. Welcome back to this chapter on direction words,įunctions with examples. Direction Words - Functions & Examples: Hello there. Options are going to be our final answer. Those answer options which don't make any sense, and then find the two Then you can begin considering eliminating the answer Understanding of the sentence, It's keywords and your answer. We have in mind, right? Once we have a clear Now, we're going toĮliminate options that don't match with the answer that Next, you're goingįrom the given question. Predict in the context, it shouldn't be a problem. With a phrase, right? The whole idea is to Might be judged by the answer options, right? So it's alwaysĪdvisable to predict your own answer without even looking at the answer options. Options and then try to decide, then probably you Up the answer choices, you are clearly focused Their own answer, then predict your own answer. Once we have the simplified version of the sentence ready, we're going to predictīetter idea to cover up the answer choices and then come out with Numbers, dates, all these things we couldĮxclude because it's clearly not important to So anything like examples or anything like parenthesis, The simplified sentence, you only include the Now that whole question, we're going to restate Now the simplified sentence will generally have the main ideas, restate it in a very simple way. The direction words and contexts chlorides. The direction words and the context clue words. In a particular sentence, you will identify The simplified meaning of the given sentence. Now, identifying theseĬontexts clues is again very critical to understanding This is also what weĪre going to identify. Words is out of place, it could change the whole To identify here? We're going to identify the direction wordsĭirection words make up the skeleton of the Going to look at some presentation points for the ISP four-step action plan. ISPE - 4 Step Plan to Build Your Vocabulary: Hello everybody. The course description and we look forwardĢ. Process of elimination to get rid of all clear answers Given sentence, how to predict your own answer, and then how to use the By the end of this course, you will learn how to We will be teaching you to use a very simple four-stepįormula known as the ISP. Currently, I work as an instructionalĭesigner with some of the best and the most talented instructorsĪround the globe. My name is Adrian and I really believed it you Welcome to the Course !!!: Hello and welcomeĪ passage has to be completed just on the basis We have our answer pair that not only fits the blank but also is Coherent and meaningful in the sentence.ġ. It can be any word or a phrase as long as it fits the context.įinally, we eliminate the options that don't match the word we have predicted. Then we learn the art of predicting a word or a phrase in the simplified version of the sentence. This simplified version of the actual sentence makes it much easier to understand the complex passages. Next, we learn how even the most complex sentence can be simplified using the direction words and the Context Clues. In this Ultimate Vocabulary Launch Course, we use the 4 Step Proven Formulae to learn how to identify the Direction Words and the Context Clues in the given question. Every question you continue to practice after this course will stick in your mind because it will just add to the reservoir of knowledge you have already built. Instead of spending hours and hours on just problem solving, FIRST focus on building rock solid knowledge on the fundamental Method of solving. You have come to the right place where you will be able to use a Proven 4 Step Formulae to create Coherent, Meaningful Sentences Do you get a feeling that Creating Coherent, Meaningful Sentences seem complex? Are you able to consider all options presented before deciding on the correct meaningful sentence? Do you feel confident about using the root words, prefixes, and suffixes to derive the meaning of words you may be unfamiliar with? notes are tagged with topics too so you start to see connections between classes more easily and knowledge structures grow more organically.you can easily assign the same topic to courses of different semesters and still see all relevant information in one place.Topics live in a separate database and you can assign them across other databases. This Study Planner in Notion however leverages the power of Global Tags in Notion. With a normal folder structure, you'd have to search deep within subfolders for that one note on animal related tort law from two years ago. How to organise notes & revisions if so many things can change? And then again, there are occasions where classes across several semesters all relate to one topic. Sometimes one class covers exactly one topic. see when you last revised the relevant topics and how well it went.access your notes or write a new one directly from the dashboard.
This is not the case when we talk about Cocospy. Many of the tracking applications are only available in premium versions, making it hard for people with low budget to access it. Below are some of the reasons why you need to choose this application Free sign up Statistics have shown that millions of people across the world are turning to Cocospy phone tracker to easily know where their children, spouses or employees are.Īnd this is done by simply logging into the dashboard, without much more to do. There are many reasons why people choose this application to track the whereabouts of their loved ones. Benefits of using this application for location tracking Step 3: Start trackingĪfter installing the software, and linking up the device to the application, you can safely log into the application’s dashboard and start tracking the location of the target phones. Those who have installed it say it takes approximately three minutes to do so. Notice that the installation of this software is hassle free, and cannot take much of your time. This is because you can still be able to access their information using the iCloud credentials.īut if your kids have Android devices, then you will be forced to install this application on their devices before you start tracking their location. If you have bought your kids iPhones, then you do not have to worry about this step. You can visit this site to track cell phone location here without going through the tedious process of signing up experienced with other apps. You need to be creative with the password you choose, so that no one can easily guess and access the information you have in the Cocospy dashboard. This is usually free, and all you will need is an email address and a password. The first thing you need to do in order to start tracking your child’s iPhone location is to sign up. Step 1: Sign up for Cocospy account for free It has been endorsed by major publishers like the PC World, New York Times, Top 10 Reviews, LifeHacker, Forbes, Android Authority, CNET, PCMag, TechRadar, Toms Guide, Digital trends as well as Life Wire. As we speak, this application commands respect among millions of users across the globe. The invention of Cocospy has, to a large extent, millions of people. In this post, we shall look at east steps on how to locate your child’s iPhone using Cocospy. This is why every parent needs to have a Cocospy phone locatorto be able to know the whereabouts of the kids. They will easily sneak out to go meet some friends, lie to you that they are at a friend’s house when they are actually in a party somewhere and so on. This is because as a teenager, children want to experiment with everything even some that can be harmful to them. The need of a parent to be around the child is even more when the child becomes a teenager. You will be required to watch over them as they grow, give directions, advice and be there for them when they are in some sort of trouble. Being a parent is not just getting children, it goes far beyond that. If you'd like to join in on either of these communities, you can find us at:Īlternatively, former Community Administrator Apollo has opened up his own website to GameWinners members who would like a forum-based community to participate in. Instead, it’s a more straightforward aquarium game similar to games such as Fishville and Fish With Attitude, where you can own an aquarium. Unlike other games in the Fishdom series, this one doesn’t have any elements of the match 3 style gameplay. Some of our members have decided to keep the community together, in a sense, by creating groups on Reddit and Facebook in order to stay in contact with one another, as well as a Discord server. Pocket Fishdom is a new, exclusive iPhone game in the Fishdom series by Playrix. Finally, you can still find our cheat database through the 's Wayback Machine if you're looking for something specific. Please also consider visiting our friends at or IGN.com for help with cheat codes, guides, reviews, and so on. Places such as YouTube and Twitch abound with guides for games, and are an excellent resource. I Still Need Game Help, What Can I Do?Īs gaming and the internet have changed so radically over these years, so too have the ways in which people get help for their gaming needs. While we're sorry to close the doors, we look back with a very big smile at what we all accomplished in those 17 years together. Truly, it has been a great ride to witness, and it is a great loss to lose it. It served as a meeting ground, a help platform, a playground, a private place to converse with like-minded individuals, and a staple for so many over the years. We thank everyone who participated for making the Community one of the best on the internet. The Community has also ceased operations after 17 years of memories formed, friendships forged, relationships cemented, and connections made. Sadly, the changing nature of gaming has seen a change in focus away from cheat codes and text-based game guides, and as such has become less relevant over time. We have enjoyed serving your gaming needs over these past 22 years and thank each and every one of you for being a part of our journey. It is with a deep sense of sadness that we announce that has ceased operations as of October 17th, 2017. The waitress came up and took their orders. Wilson said some strange things like ‘They watch? Run,’ and something about an ‘ink machine.’ It didn’t make any sense to Devin, but it seemed that the Ben kid got it,” Ringtail said lightly. “Well, you said that the little guy, Ben was it? He was hiding something. We don’t have any clear description of the pursuer or pursuers. One had horns like a devil, one was a fish.” Ringtail let out a disgruntled sound, finishing the list. They were in black, they were big, they were tall and skinny, they were lions, they were wolves, they had long tails. “After that, we have conflicting accounts of whether he was pushed by one of the pursuers, thrown by two or three or ran over with no one near him. The raccoon rolled her eyes, but complied. “Your opinion has already been noted Ringtail, keep going,” Featherworth stated. I think he couldn’t see beyond his giant quarter inch lens glasses, but what do I know,” Ringtail snarked. The only details he gave was that they had oddly shaped heads and one of them wore a long scarf. He remembered seeing two other individuals run the same direction a while later. Hooferson said he saw the victim run past his shop toward the center of town. She didn't remember if there were pursuers, since her baby started crying and she had to attend him.” She said he seemed panicked and exhausted. Deer said that she saw the victim flee from the woods into town fifteen minutes before the accident. Ringtail sighed, knowing there was no helping it. Joan gave her a sharp look that only birds were able to pull off. “Can you read me the statements we’ve collected so far?” Featherworth asked. The pair got a table on the second balcony overlooking the dancefloor. Rachel knew better than to let the crow make all the calls. Rachel had finally called for a lunch break, since the crow would work through it and dinner if she could. They weren’t getting very far, to Joan’s frustration. After that they had decided to go after the most promising witnesses and wait for evening to see the brothers. They had tried the brothers first, but neither of them had been home. They had spent the day chasing one lead after another. It was about noon when Detective Featherworth and Detective Ringtail entered the Dancing Lady. they have been pining for like a really unreasonable length of time.Relationships will be revealed through the story.Celebrate your wins with exclusive access to official Bendy™ in Nightmare Run merch! T Shirts, plushies, posters, keychains and more!īendy needs your help to stay out of trouble. Customize your characters with never-before-seen costumes and episode-specific weapons. Improve your abilities by collecting and spending cans of delicious Bacon Soup. The action never stops as you fend off enemies, avoid obstacles and navigate your way through pirate ships, city streets, a junkyard and a not so quiet library.Ĭollect weapons and level up your character. Play as Bendy™, Boris the Wolf and Alice Angel as you swipe to jump, dash and counter-attack four of the largest, nastiest bullies ever depicted in the classic 1930's cartoons of Joey Drew Studios. Bendy™ In Nightmare Run is an action-packed ‘boss runner’ for your Android device. ^ a b Roxborough, Scott (January 8, 2012)."BBC America's 'Copper' casts Franka Potente, 'OUAT's' Anastasia Griffith". "BBC America Original 'Copper' Lines Up Franka Potente, Tom Weston-Jones as Leads". ^ a b O'Connell, Michael (January 4, 2012)."BBC America gives details about its first original drama, 'Copper' ". "BBC America breaks into original programming with 'Copper' ". "BBC America announces 'Copper,' first original scripted series". ^ "Coming Soon to BBC America - 'Copper' " (Press release)."BBC America's Hit Original Series 'Copper' to Return June 23". List of television shows set in New York City.List of fictional portrayals of the NYPD.On May 28, 2013, Valley Entertainment released Copper: Original Soundtrack, with music composed by Brian Keane, worldwide on CD and in digital formats. A feature film was considered, but so far nothing has happened. On September 19, 2013, BBC America announced that Copper would end its run after the Season 2 finale, stating that the series had reached "a fitting moment to conclude". It is also broadcast on FX Australia in Australia and on HBO in the Netherlands. Broadcast Ĭopper premiered Augon BBC America in the United States, and Augon Showcase in Canada. After naming it their "highest-rated drama series ever", BBC America ordered a second season of 13 episodes, which began airing in June 2013. įilming began in January 2012, in Toronto. Irish actor Kevin Ryan and American actress Tessa Thompson also joined as series regulars. The actors hail from a variety of backgrounds: Weston-Jones and Griffith are British Potente is German and Schmid is Canadian. In January 2012, the main cast of the series-comprising Weston-Jones, Schmid, Griffith, and Potente-was unveiled. Additional members of the production team include Steven Cosens as director of photography, Delphine White as costume designer, and John Blackie as production designer. Series creators Tom Fontana and Will Rokos are joined as executive producers by Barry Levinson and Cineflix Studios president Christina Wayne. General Manager Perry Simon said the series is a "great fit" for the network, as it " the early American multicultural experience in provocative, ground-breaking fashion". Alfre Woodard as Hattie Lemaster, Sara's mother, a newly freed slaveīBC America announced the series during the Television Critics Association (TCA) summer press tour, on July 28, 2011.Donal Logue as Brendan Donovan, a Civil War Brigadier General who is the Sixth Ward Tammany Hall boss.Ron White as Ciaran Joseph Sullivan, the captain of the sixth precinct and Corcoran's boss.Alex Paxton-Beesley as Ellen Corcoran, Corky's wife, who disappeared while he served in the Union army.Tessa Thompson as Sara Freeman, Matthew's wife, a runaway slave whose brothers were lynched by a group of Irishmen.Kiara Glasco as Annie Reilly, a 12-year-old orphaned prostitute.Dylan Taylor as Andrew O'Brien, a detective who works with Corcoran and Maguire.Kevin Ryan as Francis Maguire, an Irish cop working alongside Corcoran.Franka Potente as Eva Heissen, a shrewd Prussian businesswoman and madam of a brothel.Anastasia Griffith as Elizabeth Haverford, the English wife of a wealthy Fifth Avenue friend of Morehouse's.Ato Essandoh as Matthew Freeman, an African-American physician and runaway slave, who serves as an informal pathologist for Corcoran.
Please help improve it by removing promotional content and inappropriate external links, and by adding encyclopedic content written from a neutral point of view. BiologyĭH Nik Levensteins University of North Georgia 3.84 Sr.This article contains content that is written like an advertisement. OF Rome Wallace Young Harris College 3.87 Sr. OF Cody Smith Harding University 3.97/4.00 Gr. OF Nicholas Brassington Queens University of Charlotte 3.60/3.59 Gr. OF Austin Alderman University of Illinois Springfield 3.71 Sr. IF Griffin Stevens Tiffin University 3.79 Sr. IF Anthony Stehlin (2) Concord University 3.78/3.50 Gr. IF Harrison Rodgers Colorado Mesa University 3.89 Jr. IF Brett Ingram Washburn University 3.71/3.8 Gr. IF Brandon Bannon University of Illinois Springfield 3.50 Sr. Business EconomicsĬ Brayden Rodden Northeastern State University 3.87 Sr. P Blake Rohm Colorado Mesa University 4.00 Sr. P Corey Avant Wingate University 4.00 So. BiologyĭH Tucker Burton Southern Arkansas University 3.81 Gr. OF Ryan Johnson West Texas A&M University 3.82 Jr. OF Lewis Beals Hillsdale College 4.00 Jr. IF Luis Navarro Lubbock Christian University 3.69 Sr. IF Garrett McGowan Pittsburg State University 3.51 Sr. Applied Health ScienceĬ Spencer Bramwell (1) (3) Colorado Mesa University 3.61 Sr. P Alexander Carpenter Florida Tech 4.00/4.00 Gr. Mechanical EngineeringĭH Luke Folsom Colorado School of Mines 3.60 So. OF Kit Wigington University of Colorado Colorado Springs 4.00 So. OF Brennen van Breusegen University of Central Missouri 3.81 Sr. OF Anthony Hansen William Jewell College 3.56 Sr. OF Blake Freeman Northeastern State University 3.74 Sr. IF Kal Youngquist (2) University of Illinois Springfield 3.66 Sr. IF Josh Surowiec Mercyhurst University 3.75 Sr. IF Greyson Stevens Henderson State University 4.00 Sr. IF Alex Epp William Jewell College 3.92 Jr. Business AdministrationĬ Connor Hamilton Slippery Rock University 3.91 Sr. P Jaylyn Whitehead Rollins College 3.88 Sr. NCAA DII CoSIDA Academic All-America list Washburn Baseball CoSIDA Academic All-Americans Washburn student-athletes have now accumulated 40 Academic All-America awards since joining the NCAA in 1989-90. He received his bachelor's degree in finance and completed his MBA with a 3.8 GPA while achieving a 4.0 during this past spring semester. In his time at Washburn, Ingram earned a place on the MIAA Academic Honor Roll all five years and was a two-time MIAA Scholar Athlete. He set Washburn's single game record for most bases with 15 and became one of three Ichabods to hit three home runs in a game. On March 13 at Northeastern State, Ingram was a grand slam shy of hitting for the home run cycle as he finished the game 5-7 with three homers, four runs, and six RBI. Prior to this season, he had played in 63 games total and had 63 hits and 38 runs scored in 197 at bats scattered across three seasons. He was also second on the squad in home runs (12), triples (three), RBI (47), and slugging percentage (.636). He started all 55 games and led the team with 83 hit (fourth-most for a single season at Washburn), 20 doubles (tied for second-most in a single season for Washburn), 28 multi-hit games, and 60 runs scored in 228 at bats for a team-best. Ingram, a two-time All-MIAA second team selection from Leawood, Kan., capped off his Ichabod career with a spectacular senior season. Former Ichabod Pat Colley was a two-time academic All-American (2000, 2001) and Andy Petz got a first team nod in 2011. He becomes the fourth Washburn baseball student-athlete to earn CoSIDA Academic All-America honors and the first to do so since Darian Abram also received a place on the third team in 2018.
In this paper, we investigate the expressive power of visual query for spatial databases and propose an effective yet general Iterative Example-based Visual Query (IEVQuery) framework to query shapes and distributions. Moreover, SQL based queries are not intuitive for biomedical researchers or pathologists. However, traditional spatial databases are designed for structured data with limited expressibility, which is difficult to support queries for complex visual patterns. Such spatial data can be managed by traditional SQL based spatial databases and queried by SQL for spatial relationships. Microscopic image analysis of nuclei in pathology images generates tremendous amount of spatially derived data to support biomedical research and potential diagnosis. We describe basic algorithms and their integration in end-to-end use cases. Then we present the SPIDAL Scalable Parallel Interoperable Data Analytics Library and our work for it in core machine-learning, image processing and the application communities, Network science, Polar Science, Biomolecular Simulations, Pathology, and Spatial systems. We summarize middleware including Harp-DAAL collective communication layer, Twister2 Big Data toolkit, and pilot jobs. We describe the base architecture, including the HPC-ABDS, High-Performance Computing enhanced Apache Big Data Stack, and an application use case study identifying key features that determine software and algorithm requirements. It addresses the intersection of High-performance and Big Data computing with several different application areas or communities driving the requirements for software systems and algorithms. Our project is at the interface of Big Data and HPC – High-Performance Big Data computing and this paper describes a collaboration between 7 collaborating Universities at Arizona State, Indiana (lead), Kansas, Rutgers, Stony Brook, Virginia Tech, and Utah. Then we present the SPIDAL Scalable Parallel Interoperable Data Analytics Library and our work for it in core machine-learning, image processing and the application communities, Network science, Polar Science, Biomolecular Simulations, Pathology and Spatial systems. We summarize middleware including Harp-DAAL collective communication layer, Twister2 Big Data toolkit and pilot jobs. We describe the base architecture including the HPC-ABDS, High-Performance Computing enhanced Apache Big Data Stack, and an application use case study identifying key features that determine software and algorithm requirements. Our project is at Interface Big Data and HPC - High-Performance Big Data computing and this paper describes a collaboration between 7 collaborating Universities at Arizona State, Indiana (lead), Kansas, Rutgers, Stony Brook, Virginia Tech, and Utah. We cover community engagement and list some important lessons learned as well as existing and future spinoff activities. SPIDAL consists of a set of core routines covering well established functionality (such as optimization and clustering) together with targeted community specific capabilities motivated by applications. The next set of building blocks are members of a cross-cutting high-performance data-analysis library – SPIDAL (Scalable Parallel Interoperable Data Analytics Library). Our architecture for data intensive applications relies on Apache Big Data stack ABDS for the core software building blocks where we add an interface layer MIDAS – the Middleware for Data- Intensive Analytics and Science, that will enable scalable applications with the performance of HPC (High Performance Computing) and the rich functionality of the commodity ABDS (Apache Big Data Stack). These underpinning ideas are described together with recent extensions including a discussion of Big Data – Big Simulation and HPC convergence. The project has an overall architecture built around the twin concepts of HPC-ABDS (High Performance Computing enhanced Apache Big Data Stack) software and a classification of Big data applications – the Ogres – that defined the key qualities exhibited by applications and required to be supported in software. The project is constructing data building blocks to address major cyberinfrastructure challenges in seven different communities: Biomolecular Simulations, Network and Computational Social Science, Epidemiology, Computer Vision, Spatial Geographical Information Systems, Remote Sensing for Polar Science, and Pathology Informatics. This is a 21-month progress report on an NSFfunded project NSF14-43054 started Octoand involving a collaboration between university teams at Arizona, Emory, Indiana (lead), Kansas, Rutgers, Virginia Tech, and Utah. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |