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A new form of caching, namely application-level caching, has been recently employed in web applications to improve their performance and increase scalability. It consists of the insertion of caching logic into the application base code to…

Software Engineering · Computer Science 2020-11-03 Jhonny Mertz , Ingrid Nunes

In this paper, we provide a deep dive into the deployment of inference accelerators at Facebook. Many of our ML workloads have unique characteristics, such as sparse memory accesses, large model sizes, as well as high compute, memory and…

Hardware Architecture · Computer Science 2021-08-06 Michael Anderson , Benny Chen , Stephen Chen , Summer Deng , Jordan Fix , Michael Gschwind , Aravind Kalaiah , Changkyu Kim , Jaewon Lee , Jason Liang , Haixin Liu , Yinghai Lu , Jack Montgomery , Arun Moorthy , Satish Nadathur , Sam Naghshineh , Avinash Nayak , Jongsoo Park , Chris Petersen , Martin Schatz , Narayanan Sundaram , Bangsheng Tang , Peter Tang , Amy Yang , Jiecao Yu , Hector Yuen , Ying Zhang , Aravind Anbudurai , Vandana Balan , Harsha Bojja , Joe Boyd , Matthew Breitbach , Claudio Caldato , Anna Calvo , Garret Catron , Sneh Chandwani , Panos Christeas , Brad Cottel , Brian Coutinho , Arun Dalli , Abhishek Dhanotia , Oniel Duncan , Roman Dzhabarov , Simon Elmir , Chunli Fu , Wenyin Fu , Michael Fulthorp , Adi Gangidi , Nick Gibson , Sean Gordon , Beatriz Padilla Hernandez , Daniel Ho , Yu-Cheng Huang , Olof Johansson , Shishir Juluri , Shobhit Kanaujia , Manali Kesarkar , Jonathan Killinger , Ben Kim , Rohan Kulkarni , Meghan Lele , Huayu Li , Huamin Li , Yueming Li , Cynthia Liu , Jerry Liu , Bert Maher , Chandra Mallipedi , Seema Mangla , Kiran Kumar Matam , Jubin Mehta , Shobhit Mehta , Christopher Mitchell , Bharath Muthiah , Nitin Nagarkatte , Ashwin Narasimha , Bernard Nguyen , Thiara Ortiz , Soumya Padmanabha , Deng Pan , Ashwin Poojary , Ye , Qi , Olivier Raginel , Dwarak Rajagopal , Tristan Rice , Craig Ross , Nadav Rotem , Scott Russ , Kushal Shah , Baohua Shan , Hao Shen , Pavan Shetty , Krish Skandakumaran , Kutta Srinivasan , Roshan Sumbaly , Michael Tauberg , Mor Tzur , Sidharth Verma , Hao Wang , Man Wang , Ben Wei , Alex Xia , Chenyu Xu , Martin Yang , Kai Zhang , Ruoxi Zhang , Ming Zhao , Whitney Zhao , Rui Zhu , Ajit Mathews , Lin Qiao , Misha Smelyanskiy , Bill Jia , Vijay Rao

Recent breakthroughs in pre-trained code models, such as CodeBERT and Codex, have shown their superior performance in various downstream tasks. The correctness and unambiguity of API usage among these code models are crucial for achieving…

Software Engineering · Computer Science 2023-09-15 Terry Yue Zhuo , Xiaoning Du , Zhenchang Xing , Jiamou Sun , Haowei Quan , Li Li , Liming Zhu

The new information and communication technology providers collect increasing amounts of personal data, a lot of which is user generated. Unless use policies are privacy-friendly, this leaves users vulnerable to privacy risks such as…

Computers and Society · Computer Science 2020-05-20 Jana Korunovska , Bernadette Kamleitner , Sarah Spiekermann

In an increasingly complex contractual landscape, the demand for transparency, security, and efficiency has intensified. Blockchain technology, with its decentralized and immutable nature, addresses these challenges by reducing intermediary…

Cryptography and Security · Computer Science 2025-07-23 Lambard Maxence , Bertelle Cyrille , Duvallet Claude

Online services like Google provide a variety of application programming interfaces (APIs). These online APIs enable authenticated third-party services and applications (apps) to access a user's account data for tasks such as single sign-on…

Cryptography and Security · Computer Science 2021-11-08 David G. Balash , Xiaoyuan Wu , Miles Grant , Irwin Reyes , Adam J. Aviv

Scripting interfaces enable users to automate tasks and customize software workflows, but creating scripts traditionally requires programming expertise and familiarity with specific APIs, posing barriers for many users. While Large Language…

Artificial Intelligence · Computer Science 2026-02-09 Paiheng Xu , Gang Wu , Xiang Chen , Tong Yu , Chang Xiao , Franck Dernoncourt , Tianyi Zhou , Wei Ai , Viswanathan Swaminathan

While revolutionary AI-powered code generation tools have been rising rapidly, we know little about how and how to help software developers form appropriate trust in those AI tools. Through a two-phase formative study, we investigate how…

Human-Computer Interaction · Computer Science 2023-03-30 Ruijia Cheng , Ruotong Wang , Thomas Zimmermann , Denae Ford

For library developers, understanding how their Application Programming Interfaces (APIs) are used in the field can be invaluable. Knowing how clients are using their APIs allows for data-driven decisions on prioritising bug reports,…

Software Engineering · Computer Science 2025-06-16 Ahmed Zaki , Cristian Cadar

With the increase of the adoption of blockchain technology in providing decentralized solutions to various problems, smart contracts have become more popular to the point that billions of US Dollars are currently exchanged every day through…

Cryptography and Security · Computer Science 2023-01-24 Feng Mi , Chen Zhao , Zhuoyi Wang , Sadaf MD Halim , Xiaodi Li , Zhouxiang Wu , Latifur Khan , Bhavani Thuraisingham

The recent decade has witnessed phenomenal growth in communication technology. Development of user-friendly software platforms, such as Facebook, WhatsApp etc. have facilitated ease of communication and thereby people have started freely…

Cryptography and Security · Computer Science 2020-03-03 Ayush Bahuguna , Ashutosh Bhatia , Kamlesh Tiwari , Deepak Vishwakarma

Context: Cryptographic APIs are said to be not usable and researchers suggest to add example code to the documentation. Aim: We wanted to create a free platform for cryptographic code examples that improves the usability and security of…

Cryptography and Security · Computer Science 2018-07-04 Kai Mindermann , Stefan Wagner

Fieldwire, a cloud-based construction management software, has become a pivotal tool in the construction industry. It offers a comprehensive suite of features encompassing project management, task tracking, document management, and…

Software Engineering · Computer Science 2023-10-05 Nwosu Obinnaya Chikezie Victor

Data sharing is central to a wide variety of applications such as fraud detection, ad matching, and research. The lack of data sharing abstractions makes the solution to each data sharing problem bespoke and cost-intensive, hampering value…

Databases · Computer Science 2024-08-09 Siyuan Xia , Chris Zhu , Tapan Srivastava , Bridget Fahey , Raul Castro Fernandez

This paper reports the results of the deployment of Rich-State Simulated Populations at Meta for both automated and manual testing. We use simulated users (aka test users) to mimic user interactions and acquire state in much the same way…

Programmers use security APIs to embed security into the applications they develop. Security vulnerabilities get introduced into those applications, due to the usability issues that exist in the security APIs. Improving usability of…

Cryptography and Security · Computer Science 2017-03-30 Chamila Wijayarathna , Nalin A. G. Arachchilage , Jill Slay

Modern Web APIs allow developers to provide extensively customized experiences for website visitors, but the richness of the device information they provide also make them vulnerable to being abused to construct browser fingerprints,…

Cryptography and Security · Computer Science 2024-03-26 Enrico Bacis , Igor Bilogrevic , Robert Busa-Fekete , Asanka Herath , Antonio Sartori , Umar Syed

HTML5-based mobile apps become more and more popular, mostly because they are much easier to be ported across different mobile platforms than native apps. HTML5-based apps are implemented using the standard web technologies, including…

Cryptography and Security · Computer Science 2014-10-29 Xing Jin , Tongbo Luo , Derek G. Tsui , Wenliang Du

Modern web browsers are incredibly complex, with millions of lines of code and over one thousand JavaScript functions and properties available to website authors. This work investigates how these browser features are used on the modern,…

Networking and Internet Architecture · Computer Science 2016-05-23 Peter Snyder , Lara Ansari , Cynthia Taylor , Chris Kanich

Smart contracts have been plagued by security incidents, which resulted in substantial financial losses. Given numerous research efforts in addressing the security issues of smart contracts, we wondered how software practitioners build…

Software Engineering · Computer Science 2021-03-30 Zhiyuan Wan , Xin Xia , David Lo , Jiachi Chen , Xiapu Luo , Xiaohu Yang
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